XDATA-pubs.json

[
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Boeing/Pitt"
        ],
        "Title":"Impact of Precision of Bayesian Network Parameters on Accuracy of Medical Diagnostic Systems",
        "Authors":[
            "A. Onisko",
            "M. J. Druzdzel"
        ],
        "Link":"http://www.ncbi.nlm.nih.gov/pubmed/23466438",
        "Categories":[
            "Applications and Expert Systems",
            "Model Validation and Analysis"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "I.2.1",
            "I.6.4"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Boeing/Pitt"
        ],
        "Title":"An Empirical Comparison of Bayesian Network Parameter Learning Algorithms for Continuous Data Streams",
        "Authors":[
            "Parot Ratnapinda",
            "Marek J. Druzdzel"
        ],
        "Link":"http://d-scholarship.pitt.edu/19109/",
        "Categories":[
            "Learning"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "I.2.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Carnegie Mellon University"
        ],
        "Title":"Efficient Learning on Point Sets",
        "Authors":[
            "Liang Xiong",
            "Barnabas Poczos",
            "Jeff Schneider"
        ],
        "Link":"http://www.autonlab.org/autonweb/21880.html",
        "Categories":[
            "Probability and Statistics"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Carnegie Mellon University"
        ],
        "Title":"Learning from Point Sets with Observational Bias",
        "Authors":[
            "Anonymous"
        ],
        "Link":"http://www.cs.cmu.edu/~schneide/cond-div.pdf",
        "Categories":[
            "Probability and Statistics"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Carnegie Mellon University"
        ],
        "Title":"On Learning from Collective Data",
        "Authors":[
            "Liang Xiong"
        ],
        "Link":"http://www.cs.cmu.edu/~schneide/xiong_PhD_draft.pdf",
        "Categories":[
            "Probability and Statistics"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Carnegie Mellon University"
        ],
        "Title":"More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server",
        "Authors":[
            "Qirong Ho",
            "James Cipar",
            "Henggang Cui",
            "Seunghak Lee",
            "Jin Kyu Kim",
            "Phillip B. Gibbons",
            "Gregory R. Ganger",
            "Garth Gibson",
            "Eric P. Xing"
        ],
        "Link":"http://reports-archive.adm.cs.cmu.edu/anon/ml2013/CMU-ML-13-103.pdf",
        "Categories":[
            "Probability and Statistics"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Carnegie Mellon University"
        ],
        "Title":"A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks",
        "Authors":[
            "Junming Yin",
            "Qirong Ho",
            "Eric P. Xing"
        ],
        "Link":"http://www.cs.cmu.edu/~junmingy/papers/Yin-Ho-Xing-NIPS13.pdf",
        "Categories":[
            "Probability and Statistics"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Carnegie Mellon University"
        ],
        "Title":"Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models",
        "Authors":[
            "Sinead A. Williamson",
            "Avinava Dubey",
            "Eric P. Xing"
        ],
        "Link":"http://www.cs.cmu.edu/~epxing/papers/2013/Dubey_Williamson_Xing_ICML13.pdf",
        "Categories":[
            "Probability and Statistics"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Continuum Analytics",
            "Indiana University"
        ],
        "Title":"Preserving Data While Rendering",
        "Authors":[
            "Joseph A. Cottam",
            "Peter Wang"
        ],
        "Link":"http://pjim.newschool.edu/issues/2014/01/pdfs/ParsonsJournalForInformationMapping_Joseph_Cottam.pdf",
        "Categories":[
            "Software Architectures",
            "Methodology and Techniques"
        ],
        "Subcategories":[
            "Data abstraction",
            "Graphics data structures and data types",
            "Ergonomics"
        ],
        "ACM 1998 classification code":[
            "D.2.11",
            "I.3.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program": "XDATA", 
        "Program Teams": [
            "Continuum Analytics", 
            "Indiana University"
        ], 
        "Title": "Overplotting: Unified Solutions under Abstract Rendering", 
        "Authors": [
            "Joseph A. Cottam", 
            "Andrew Lumsdaine", 
            "Peter Wang"
        ], 
        "Link": "http://www.crest.iu.edu/publications/prints/2013/Cottam2013AR.pdf", 
        "Categories": [
            "Software Architectures", 
            "Methodology and Techniques"
        ], 
        "Subcategories": [
            "Data abstraction", 
            "Graphics data structures and data types", 
            "Ergonomics"
        ], 
        "ACM 1998 classification code": [
            "D.2.11", 
            "I.3.6"
        ], 
        "New Date": "", 
        "Update Date": "20150310"
    }, 
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Continuum Analytics",
            "Indiana University"
        ],
        "Title":"Abstract Rendering: Out-of-core Rendering for Information Visualization",
        "Authors":[
            "Joseph A. Cottam",
            "Andrew Lumsdaine",
            "Peter Wang"
        ],
        "Link":"http://www.crest.iu.edu/publications/prints/2014/Cottam2014OutOfCore.pdf",
        "Categories":[
            "Software Architectures",
            "Methodology and Techniques"
        ],
        "Subcategories":[
            "Data abstraction",
            "Graphics data structures and data types"
        ],
        "ACM 1998 classification code":[
            "D.2.11",
            "I.3.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"To Gather Together for a Better World: Understanding and Leveraging Communities in Micro-lending Recommendation",
        "Authors":[
            "Jaegul Choo",
            "Daniel Lee",
            "Bistra Dilkina",
            "Hongyuan Zha",
            "Haesun Park"
        ],
        "Link":"https://smartech.gatech.edu/bitstream/handle/1853/49249/GT-CSE-2013-05.pdf?sequence=1",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"A Better World for All: Understanding and Promoting Micro-finance Activities in Kiva.org",
        "Authors":[
            "Jaegul Choo",
            "Daniel Lee",
            "Bistra Dilkina",
            "Hongyuan Zha",
            "Haesun Park"
        ],
        "Link":"https://smartech.gatech.edu/bitstream/handle/1853/49182/GT-CSE-2013-03.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization",
        "Authors":[
            "Jaegul Choo",
            "Changhyun Lee",
            "C.K. Reddy",
            "H. Park"
        ],
        "Link":"http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6634167",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Dyadic Event Attribution in Social Networks with Mixtures of Hawkes Processes",
        "Authors":[
            "Liangda Li",
            "Hongyuan Zha"
        ],
        "Link":"http://www.cc.gatech.edu/~zha/papers/km0600s-li-1.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Scalable Influence Estimation in Continuous-Time Diffusion Networks",
        "Authors":[
            "Nan Du",
            "Le Song",
            "Manuel Gomez-Rodriguez",
            "Hongyuan Zha"
        ],
        "Link":"http://papers.nips.cc/paper/4857-scalable-influence-estimation-in-continuous-time-diffusion-networks",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Uncover Topic-Sensitive Information Diffusion Networks",
        "Authors":[
            "Nan Du",
            "Le Song",
            "Hyenkyun Woo",
            "Hongyuan Zha"
        ],
        "Link":"http://jmlr.org/proceedings/papers/v31/du13a.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization",
        "Authors":[
            "Nicolas Gillis",
            "Da Kuang",
            "Haesun Park"
        ],
        "Link":"http://arxiv.org/abs/1310.7441",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Fast Rank-2 Nonnegative Matrix Factorization for Hierarchical Document Clustering",
        "Authors":[
            "Da Kuang",
            "Haesun Park"
        ],
        "Link":"http://www.cc.gatech.edu/grads/d/dkuang3/pub/fp0269-kuang.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Augmenting MATLAB with Semantic Objects for an Interactive Visual Environment",
        "Authors":[
            "Changhyun Lee",
            "Jaegul Choo",
            "Duen Horng (Polo) Chau",
            "Haesun Park"
        ],
        "Link":"http://poloclub.gatech.edu/idea2013/papers/p64-lee.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Mixture of Mutually Exciting Processes for Viral Diffusion",
        "Authors":[
            "Shuang-Hong Yang",
            "Hongyuan Zha"
        ],
        "Link":"http://machinelearning.wustl.edu/mlpapers/paper_files/yang13a.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes",
        "Authors":[
            "Ke Zhou",
            "Hongyuan Zha",
            "Le Song"
        ],
        "Link":"http://jmlr.org/proceedings/papers/v31/zhou13a.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Georgia Tech / GTRI"
        ],
        "Title":"Learning Triggering Kernels for Multi-dimensional Hawkes Processes",
        "Authors":[
            "Ke Zhou",
            "Hongyuan Zha",
            "Le Song"
        ],
        "Link":"http://jmlr.org/proceedings/papers/v28/zhou13.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Random Projections for Support Vector Machines",
        "Authors":[
            "Saurabh Paul",
            "Christos Boutsidis",
            "Malik Magdon-Ismail",
            "Petros Drineas"
        ],
        "Link":"http://arxiv.org/pdf/1211.6085",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Efficient Dimensionality Reduction for Canonical Correlation Analysis",
        "Authors":[
            "Haim Avron",
            "Christos Boutsidis",
            "Sivan Toledo",
            "Anastasios Zouzias"
        ],
        "Link":"http://arxiv.org/pdf/1209.2185",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Improved Matrix Algorithms via the Subsampled Randomized Hadamard Transform",
        "Authors":[
            "Christos Boutsidis",
            "Alex Gittens"
        ],
        "Link":"http://arxiv.org/pdf/1204.0062",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Near-optimal Coresets For Least-Squares Regression",
        "Authors":[
            "Christos Boutsidis",
            "Petros Drineas",
            "Malik Magdon-Ismail"
        ],
        "Link":"http://arxiv.org/pdf/1202.3505",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Deterministic Feature Selection for K-means Clustering",
        "Authors":[
            "Christos Boutsidis",
            "Malik Magdon-Ismail"
        ],
        "Link":"http://arxiv.org/pdf/1109.5664",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Low-Rank Approximation and Regression in Input Sparsity Time",
        "Authors":[
            "Kenneth L. Clarkson",
            "David P. Woodruff"
        ],
        "Link":"http://arxiv.org/pdf/1207.6365",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing",
            "robust regression"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Subspace Embeddings and lp-Regression Using Exponential Random Variables",
        "Authors":[
            "David P. Woodruff",
            "Qin Zhang"
        ],
        "Link":"http://homes.soic.indiana.edu/qzhangcs/papers/subspace-full.pdf",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing",
            "robust regression"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Revisiting Asynchronous Linear Solvers: Provable Convergence Rate Through Randomization",
        "Authors":[
            "Haim Avron",
            "Alex Druinsky",
            "Anshul Gupta"
        ],
        "Link":"http://arxiv.org/pdf/1304.6475v2.pdf",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Highly Scalable Linear Time Estimation of Spectrograms - A Tool for Very Large Scale Data Analysis",
        "Authors":[
            ""
        ],
        "Link":"Not Yet Published",
        "Categories":[
            "Numerical Linear Algebra",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Near-Optimal Column-Based Matrix Reconstruction",
        "Authors":[
            "Christos Boutsidis",
            "Petros Drineas",
            "Malik Magdon-Ismail"
        ],
        "Link":"http://arxiv.org/pdf/1103.0995v3",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Faster Subset Selection for Matrices and Applications",
        "Authors":[
            "Haim Avron",
            "Christos Boutsidis"
        ],
        "Link":"http://arxiv.org/pdf/1201.0127v4.pdf",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Sketching Structured Matrices for Faster Nonlinear Regression",
        "Authors":[
            "Haim Avron"
        ],
        "Link":"Not Yet Published",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "IBM Research"
        ],
        "Title":"Quantile Regression for Large-scale Applications",
        "Authors":[
            "Jiyan Yang",
            "Xiangrui Meng",
            "Michael W. Mahoney"
        ],
        "Link":"http://arxiv.org/pdf/1305.0087",
        "Categories":[
            "Numerical Linear Algebra",
            "Computations on Matrices",
            "Probabilistic Algorithms (including Monte Carlo)"
        ],
        "Subcategories":[
            "statistical computing",
            "robust regression"
        ],
        "ACM 1998 classification code":[
            "G.1.3",
            "F.2.1",
            "G.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Locality Statistics for Anomaly Detection in Time Series of Graphs",
        "Authors":[
            "Heng Wang",
            "Minh Tang",
            "Youngser Park",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1306.0267",
        "Categories":[
            "Numerical Linear Algebra"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "G.1.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Universally Consistent Vertex Classification for Latent Positions Graphs",
        "Authors":[
            "Minh Tang",
            "Daniel L. Sussman",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1212.1182",
        "Categories":[
            "Machine Learning"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Seeded Graph Matching for Large Stochastic Block Model Graphs",
        "Authors":[
            "Vince Lyzinski",
            "Daniel L. Sussman",
            "Donniell E. Fishkind",
            "Henry Pao",
            "Joshua T. Vogelstein",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/pdf/1310.1297.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Perfect Clustering for Stochastic Blockmodel Graphs via Adjacency Spectral Embedding",
        "Authors":[
            "Vince Lyzinski",
            "Daniel L. Sussman",
            "Minh Tang",
            "Avanti Athreya",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/pdf/1310.0532.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Out-of-sample Extension for Latent Position Graphs",
        "Authors":[
            "Minh Tang",
            "Youngser Park",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1305.4893",
        "Categories":[
            "Machine Learning"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Generalized Canonical Correlation Analysis for Classification in High Dimensions",
        "Authors":[
            "Cencheng Shen",
            "Ming Sun",
            "Minh Tang",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1304.7981",
        "Categories":[
            "Machine Learning"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Seeded Graph Matching for Correlated Erdos-Renyi Graphs",
        "Authors":[
            "Vince Lyzinski",
            "Donniell E. Fishkind",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1304.7844",
        "Categories":[
            "Optimization and Control"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"On the Incommensurability Phenomenon",
        "Authors":[
            "Donniell E. Fishkind",
            "Cencheng Shen",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1301.1954",
        "Categories":[
            "Machine Learning"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Vertex Nomination Schemes for Membership Prediction",
        "Authors":[
            "Donniell E. Fishkind",
            "Vince Lyzinski",
            "Henry Pao",
            "Li Chen",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1312.2638",
        "Categories":[
            "Machine Learning"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Robust Vertex Classification",
        "Authors":[
            "Li Chen",
            "Joshua Vogelstein",
            "Carey Priebe"
        ],
        "Link":"http://arxiv.org/abs/1311.5954",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Consistent Latent Position Estimation and Vertex Classification for Random Dot Product Graphs",
        "Authors":[
            "Daniel L. Sussman",
            "Minh Tang, Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1207.6745",
        "Categories":[
            "Machine Learning"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"A Central Limit Theorem for Scaled Eigenvectors of Random Dot Product Graphs",
        "Authors":[
            "Avanti Athreya",
            "Vince Lyzinski",
            "David J. Marchette",
            "Carey E. Priebe",
            "Daniel L. Sussman",
            "Minh Tang"
        ],
        "Link":"http://arxiv.org/abs/1305.7388",
        "Categories":[
            "Statistics Theory"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Statistical Inference on Errorfully Observed Graphs",
        "Authors":[
            "Carey E. Priebe",
            "Daniel L. Sussman",
            "Minh Tang",
            "Joshua T. Vogelstein"
        ],
        "Link":"http://arxiv.org/abs/1211.3601",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Johns Hopkins University"
        ],
        "Title":"Seeded Graph Matching",
        "Authors":[
            "Donniell E. Fishkind",
            "Sancar Adali",
            "Carey E. Priebe"
        ],
        "Link":"http://arxiv.org/abs/1209.0367",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Harvard University"
        ],
        "Title":"Graphlet Decomposition of a Weighted Network",
        "Authors":[
            "Hossein Azari",
            "Edoardo M. Airoldi"
        ],
        "Link":"http://www.people.fas.harvard.edu/~airoldi/pub/journals/j024.AzariAiroldi2012JMLRWCP.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Harvard University",
            "Kitware, Inc."
        ],
        "Title":"Entourage: Visualizing Relationships between Biological Pathways using Contextual Subsets",
        "Authors":[
            "Alexander Lex",
            "Christian Partl",
            "Denis Kalkofen",
            "Marc Streit",
            "Samuel Gratzl",
            "Anne Mai Wassermann",
            "Dieter Schmalstieg",
            "Hanspeter Pfister"
        ],
        "Link":"http://people.seas.harvard.edu/~alex/papers/2013_infovis_entourage.pdf",
        "Categories":[
            "Design Tools and Techniques"
        ],
        "Subcategories":[
            "User Interfaces"
        ],
        "ACM 1998 classification code":[
            "D.2.2"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Harvard University",
            "Kitware, Inc."
        ],
        "Title":"LineUp: Visual Analysis of Multi-Attribute Rankings",
        "Authors":[
            "Samuel Gratzl",
            "Alexander Lex",
            "Nils Gehlenborg",
            "Hanspeter Pfister",
            "Marc Streit"
        ],
        "Link":"http://people.seas.harvard.edu/~alex/papers/2013_infovis_lineup.pdf",
        "Categories":[
            "Design Tools and Techniques"
        ],
        "Subcategories":[
            "User Interfaces"
        ],
        "ACM 1998 classification code":[
            "D.2.2"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "MDA Information Systems, Inc.",
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Unlocking Big Data",
        "Authors":[
            "Samuel L. Park",
            "Chris A. Mattmann"
        ],
        "Link":"http://issuu.com/kmi_media_group/docs/gif_11-5_final/27",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "MDA Information Systems, Inc.",
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Mapping Semantic Workflows to Alternative Workflow Execution Engines",
        "Authors":[
            "Yolanda Gil"
        ],
        "Link":"http://www.isi.edu/~gil/papers/gil-icsc13.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "MDA Information Systems, Inc.",
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Capturing Data Analytics and Visualization Expertise with Workflows",
        "Authors":[
            "David Kale",
            "Yan Liu",
            "Samuel Di",
            "Yolanda Gil"
        ],
        "Link":"http://www.isi.edu/~gil/papers/kale-etal-aaaifss13.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "MDA Information Systems, Inc.",
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Time-Bound Analytic Tasks on Large Datasets through Dynamic",
        "Authors":[
            "Yolanda Gil",
            "Varun Ratnakar",
            "Rishi Verma",
            "Andrew Hart",
            "Paul Ramirez",
            "Chris Mattmann",
            "Arni Sumarlidason",
            "Samuel L. Park"
        ],
        "Link":"http://www.isi.edu/~gil/papers/gil-etal-works13.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "MDA Information Systems, Inc.",
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Configuration of Workflows",
        "Authors":[
            ""
        ],
        "Link":"Not Yet Published",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "MDA Information Systems, Inc.",
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Large-Scale Multimedia Content Analysis Using Scientific Workflows",
        "Authors":[
            "Ricky J. Sethi",
            "Yolanda Gil",
            "Andrew Philpot",
            "Hyunjoon Jo"
        ],
        "Link":"http://www.isi.edu/~gil/papers/sethi-etal-mm13.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"A Semantic Framework for Automatic Generation of Computational Workflows Using Distributed Data and Component Catalogs",
        "Authors":[
	    "Yolanda Gil",
	    "Pedro A. Gonzalez-Calero",
	    "Jihie Kim",
	    "Joshua Moody",
	    "Varun Ratnakar"
        ],
        "Link":"http://www.isi.edu/~gil/papers/gil-etal-jetai10.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"20141031",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Intelligent Workflow Systems and Provenance-Aware Software",
        "Authors":[
	    "Yolanda Gil"
        ],
        "Link":"http://www.isi.edu/~gil/papers/gil-iemss14.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"20141031",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Assisting Scientists with Complex Data Analysis Tasks through Semantic Workflows",
        "Authors":[
            "Yolanda Gil",
			"Varun Ratnakar",
			"Christian Fritz"
        ],
        "Link":"http://www.isi.edu/~gil/papers/gil-etal-aaaifss10.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"20141031",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Towards Workflow Ecosystems Through Semantic and Standard Representations",
        "Authors":[
            "Daniel Garijo",
            "Yolanda Gil",
            "Oscar Corcho"
        ],
        "Link":"http://www.isi.edu/~gil/papers/garijo-etal-works14.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"20141031",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Structured Analysis of the ISI Atomic Pair Actions Dataset Using Workflows",
        "Authors":[
            "Ricky J. Sethi",
			"Hyunjoon Jo",
            "Yolanda Gil"
        ],
        "Link":"http://www.sciencedirect.com/science/article/pii/S0167865512004217",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"20141031",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"Making Data Analysis Expertise Broadly Accessible through Workflows",
        "Authors":[
	    "Matheus Hauder",
	    "Yolanda Gil",
            "Ricky J. Sethi",
			"Yan Liu",
            "Hyunjoon Jo"
        ],
        "Link":"http://www.isi.edu/~gil/papers/hauder-etal-works11.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"20141031",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of Southern California/Information Sciences Institute"
        ],
        "Title":"A Framework for Efficient Data Analytics through Automatic Configuration and Customization of Scientific Workflows",
        "Authors":[
	    "Matheus Hauder",
            "Yolanda Gil",
	    "Yan Liu"
        ],
        "Link":"http://www.isi.edu/~gil/papers/hauder-etal-eScience2011.pdf",
        "Categories":[
            "Software Notations and Tools"
        ],
        "Subcategories":[
            "Development Frameworks and Environments"
        ],
        "ACM 1998 classification code":[
            "D.2.9",
            "K.6.3"
        ],
        "New Date":"20141031",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "MIT-LL"
        ],
        "Title":"Content + Context Networks for User Classification in Twitter",
        "Authors":[
            "W. M. Campbell",
            "E. Baseman",
            "K. Greenfield"
        ],
        "Link":"http://snap.stanford.edu/networks2013/papers/netnips2013_submission_3.pdf",
        "Categories":[
            "Learning",
            "Natural Language Processing"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            "I.2.6",
            "I.2.7"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Oculus Info, Inc."
        ],
        "Title":"Visual Thinking Design Patterns",
        "Authors":[
            "Colin Ware",
            "William Wright",
            "Nicholas J. Pioch"
        ],
        "Link":"http://www.oculusinfo.com/assets/pdfs/papers/Ware_Et_Al_VTDP_2013.pdf",
        "Categories":[
            "Visualization design and evaluation methods",
            "Visualization application domains"
        ],
        "Subcategories":[
            "Visual analytics"
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Oculus Info, Inc."
        ],
        "Title":"Aperture: An Open Web 2.0 Visualization Framework",
        "Authors":[
            "David Jonker",
            "Scott Langevin",
            "Neil Bozowsky",
            "William Wright"
        ],
        "Link":"http://www.oculusinfo.com/assets/pdfs/papers/HICSS_Aperture_Framework.pdf",
        "Categories":[
            "Visualization systems and tools",
            "Visualization application domains"
        ],
        "Subcategories":[
            "Visualization toolkits",
            "Visual analytics"
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Oculus Info, Inc."
        ],
        "Title":"Tile Based Visual Analytics for Twitter Big Data Exploratory Analysis",
        "Authors":[
            "Daniel Cheng",
            "Peter Schretlen",
            "William Wright"
        ],
        "Link":"http://www.oculusinfo.com/assets/pdfs/papers/Submitted_Oculus_Big_Data_Twitter_Plots_23Aug2013.pdf",
        "Categories":[
            "Visualization application domains"
        ],
        "Subcategories":[
            "Visual analytics"
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Oculus Info, Inc."
        ],
        "Title":"Interactive Data Exploration with 'Big Data Tukey Plots',",
        "Authors":[
            "Peter Schretlen",
            "Nathan Kronenfeld",
            "Derek Gray",
            "Jesse McGeachie",
            "Eric Hall",
            "Daniel Cheng",
            "Nicole Covello",
            "William Wright"
        ],
        "Link":"http://www.oculusinfo.com/assets/pdfs/papers/Submitted_Oculus_Big_Data_Scatter_Plot_EDA_9Aug2013_Final_better.pdf",
        "Categories":[
            "Visualization application domains"
        ],
        "Subcategories":[
            "Visual analytics"
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Oculus Info, Inc."
        ],
        "Title":"Louvain Clustering for Big Data Graph Visual Analytics",
        "Authors":[
            "David Gauldie",
            "Scott Langevin",
            "Peter Schretlen",
            "David Jonker",
            "Neil Bozowsky",
            "William Wright"
        ],
        "Link":"http://www.oculusinfo.com/assets/pdfs/papers/Submitted_Oculus_Big_Data_Louvain_Clustering_9Aug2013_Final.pdf",
        "Categories":[
            "Visualization application domains"
        ],
        "Subcategories":[
            "Visual analytics"
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Scientific Systems Company, Inc.",
            "MIT",
            "University of Louisville"
        ],
        "Title":"Advanced Machine Learning and Statistical Inference Approaches for Big Data Analytics and Information Fusion",
        "Authors":[
            ""
        ],
        "Link":"Not Yet Published",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Sotera Defense Solutions, Inc."
        ],
        "Title":"A Survey of Big Data Methods, Assessments, and Approaches",
        "Authors":[
            ""
        ],
        "Link":"http://sotera.github.io/papers/Benchmarks_Whitepaper.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Sotera Defense Solutions, Inc."
        ],
        "Title":"Correlation Using Pair-wise Combinations of Multiple Data Sources and Dimensions at Ultra-Large Scales",
        "Authors":[
            "Jonathan Larson",
            "Kathleen Lossau",
            "Dale Walsh"
        ],
        "Link":"http://sotera.github.io/papers/PairwiseCorrelation_LarsonLossauWalsh_NSSDF_Paper.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Sotera Defense Solutions, Inc."
        ],
        "Title":"Movement Inference through Aggregate Trajectory Extraction",
        "Authors":[
            "Jonathan Larson",
            "Justin Gawrilow",
            "Eric Kimbrel",
            "Carla Schoepfle"
        ],
        "Link":"https://github.com/Sotera/aggregate-micro-paths/blob/master/AggregateMicropathing_draft.pdf?raw=true",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Hanrahan",
            "Purdue University",
            "PNNL"
        ],
        "Title":"Large-Scale Exploratory Analysis, Cleaning, and Modeling for Event Detection in Real-World Power Systems Data",
        "Authors":[
            "Ryan Hafen",
            "Tara D. Gibson",
            "Kerstin Kleese van Dam",
            "Terence Critchlow"
        ],
        "Link":"http://ml.stat.purdue.edu/gaby/BigData.ExploreCleanModel.2013.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Hanrahan",
            "Purdue University",
            "PNNL"
        ],
        "Title":"EDA and ML - A Perfect Pair for Large-Scale Data Analysis",
        "Authors":[
            "Ryan Hafen",
            "Terence Critchlow"
        ],
        "Link":"http://ml.stat.purdue.edu/gaby/MLandEDAforBigData.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Hanrahan",
            "Purdue University",
            "PNNL"
        ],
        "Title":"Power Grid Data Analysis with R and Hadoop",
        "Authors":[
            "Ryan Hafen",
            "Tara Gibson",
            "Kerstin Kleese van Dam",
            "Terence Critchlow"
        ],
        "Link":"http://ml.stat.purdue.edu/gaby/RHadoop.PowerGridDataAnalysis.2013.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Hanrahan",
            "Purdue University",
            "PNNL"
        ],
        "Title":"imMens: Real-time Visual Querying of Big Data",
        "Authors":[
            "Zhicheng Liu",
            "Biye Jiang",
            "Jeffrey Heer"
        ],
        "Link":"http://ml.stat.purdue.edu/gaby/imMensEuroVis.2013.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Boyd"
        ],
        "Title":"Proximal Algorithms",
        "Authors":[
            "N. Parikh",
            "S. Boyd"
        ],
        "Link":"http://www.stanford.edu/~boyd/papers/prox_algs.html",
        "Categories":[
            "Optimization"
        ],
        "Subcategories":[
            "Constrained optimization",
            "Convex programming"
        ],
        "ACM 1998 classification code":[
            "G.1.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Boyd"
        ],
        "Title":"A Primal-Dual Operator Splitting Method for Conic Optimization",
        "Authors":[
            "E. Chu",
            "B. O'Donoghue",
            "N. Parikh",
            "S. Boyd"
        ],
        "Link":"http://www.stanford.edu/~boyd/papers/pdos.html",
        "Categories":[
            "Optimization"
        ],
        "Subcategories":[
            "Constrained optimization",
            "Convex programming"
        ],
        "ACM 1998 classification code":[
            "G.1.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Boyd"
        ],
        "Title":"Operator Splitting for Conic Optimization via Homogeneous Self-Dual Embedding",
        "Authors":[
            "B. O'Donoghue",
            "E. Chu",
            "N. Parikh",
            "S. Boyd"
        ],
        "Link":"http://www.stanford.edu/~boyd/papers/scs.html",
        "Categories":[
            "Optimization"
        ],
        "Subcategories":[
            "Constrained optimization",
            "Convex programming"
        ],
        "ACM 1998 classification code":[
            "G.1.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Boyd"
        ],
        "Title":"ECOS: An SOCP Solver for Embedded Systems",
        "Authors":[
            "A. Domahidi",
            "E. Chu",
            "S. Boyd"
        ],
        "Link":"http://www.stanford.edu/~boyd/papers/ecos.html",
        "Categories":[
            "Optimization"
        ],
        "Subcategories":[
            "Constrained optimization",
            "Convex programming"
        ],
        "ACM 1998 classification code":[
            "G.1.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Boyd"
        ],
        "Title":"Code Generation for Embedded Second-Order Cone Programming",
        "Authors":[
            "E. Chu",
            "N. Parikh",
            "A. Domahidi",
            "S. Boyd"
        ],
        "Link":"http://www.stanford.edu/~boyd/papers/ecos_codegen_ecc.html",
        "Categories":[
            "Optimization"
        ],
        "Subcategories":[
            "Constrained optimization",
            "Convex programming"
        ],
        "ACM 1998 classification code":[
            "G.1.6"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Hanrahan",
            "Purdue University",
            "PNNL"
        ],
        "Title":"Trelliscope: A System for Detailed Visualization in the Deep Analysis of Large Complex Data",
        "Authors":[
            "Ryan Hafen",
            "Luke Gosink",
            "Jason McDermott",
            "Karin Rodland",
            "Kerstin Kleese-Van Dam",
            "William S. Cleveland"
        ],
        "Link":"http://ml.stat.purdue.edu/gaby/trelliscope.ldav.2013.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Olukotun"
        ],
        "Title":"NIFTY: A System for Large Scale Information Flow Tracking and Clustering",
        "Authors":[
            "Caroline Suen",
            "Sandy Huang",
            "Chantat Eksombatchai",
            "Rok Sosic",
            "Jure Leskovec"
        ],
        "Link":"http://www.stanford.edu/~shhuang/papers/nifty_www2013.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Olukotun"
        ],
        "Title":"Composition and Reuse with Compiled Domain-Specific Languages",
        "Authors":[
            "Arvind K. Sujeeth",
            "Tiark Rompf",
            "Kevin J. Brown",
            "HyoukJoong Lee",
            "Hassan Chafi",
            "Victoria Popic",
            "Michael Wu",
            "Aleksandar Prokopec",
            "Vojin Jovanovic",
            "Martin Odersky",
            "Kunle Olukotun"
        ],
        "Link":"http://ppl.stanford.edu/papers/ecoop13_sujeeth.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Olukotun"
        ],
        "Title":"Dimension Independent Similarity Computation",
        "Authors":[
            "Reza Bosagh Zadeh",
            "Ashish Goel"
        ],
        "Link":"http://jmlr.org/papers/v14/bosagh-zadeh13a.html",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Olukotun"
        ],
        "Title":"On the Precision of Social and Information Networks",
        "Authors":[
            "Reza Bosagh Zadeh",
            "Ashish Goel",
            "Kamesh Munagala",
            "Aneesh Sharma"
        ],
        "Link":"http://doi.acm.org/10.1145/2512938.2512955",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Olukotun"
        ],
        "Title":"Forge: Generating a High Performance DSL Implementation from a Declarative Specification",
        "Authors":[
            "Arvind K. Sujeeth",
            "Austin Gibbons",
            "Kevin J. Brown",
            "HyoukJoong Lee",
            "Tiark Rompf",
            "Martin Odersky",
            "Kunle Olukotun"
        ],
        "Link":"http://dl.acm.org/citation.cfm?id=2517220",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford University - Olukotun"
        ],
        "Title":"Elementary: Large-scale Knowledge-base Construction via Machine Learning and Statistical Inference",
        "Authors":[
            "Feng Niu",
            "Ce Zhang",
            "Christopher Re",
            "Jude Shavlik"
        ],
        "Link":"http://i.stanford.edu/hazy/papers/elementary_journal.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"20140624",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "The New School"
        ],
        "Title":"IAM - Incremental Agent-Based Mapping",
        "Authors":[
            "Bernd Riedel"
        ],
        "Link":"Not Yet Published",
        "Categories":[
            "Project and People Management"
        ],
        "Subcategories":[
            "Strategic Information Systems Planning"
        ],
        "ACM 1998 classification code":[
            "K.6.1"
        ],
        "New Date":"",
        "Update Date":"20140908"
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "The New School"
        ],
        "Title":"Expediting Cooperation in Government-funded Open Source Programs: Incremental Agent-based Mapping, a Pattern Language for Collaborative Cognition",
        "Authors":[
            "Bernd Riedel",
            "Chris Goranson"
        ],
        "Link":"http://piim.newschool.edu/_media/pdfs/IAM_DARPA_FIN_Compiled_Parsons.pdf",
        "Categories":[
            "Project and People Management"
        ],
        "Subcategories":[
            "Strategic Information Systems Planning"
        ],
        "ACM 1998 classification code":[
            "K.6.1"
        ],
        "New Date":"",
        "Update Date":"20140624"
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "The New School"
        ],
        "Title":"Design Methodology of the XDATA Program",
        "Authors":[
            ""
        ],
        "Link":"Not Yet Published",
        "Categories":[
            "Group and Organization Interfaces"
        ],
        "Subcategories":[
            "Evaluation and methodology"
        ],
        "ACM 1998 classification code":[
            "H.5.3"
        ],
        "New Date":"",
        "Update Date":"20140908"
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "The New School"
        ],
        "Title":"Data Visualization Design Guidelines",
        "Authors":[
            "Jihoon Kang"
        ],
        "Link":"http://piim.newschool.edu/_media/pdfs/Data_Visualization_for_Big_Data_Parsons.pdf",
        "Categories":[
            "User Interfaces",
            "Group and Organization Interfaces"
        ],
        "Subcategories":[
            "Graphical User Interfaces (GUI)",
            "Style Guides",
            "User-centered Design",
            "Collaborative Computing"
        ],
        "ACM 1998 classification code":[
            "H.5.2",
            "H.5.3"
        ],
        "New Date":"",
        "Update Date":"20140624"
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "The New School"
        ],
        "Title":"Big Data and Knowledge Discovery Through Metapictorial Visualization",
        "Authors":[
            "William M. Bevington"
        ],
        "Link":"http://piim.newschool.edu/_media/pdfs/Big_Data_and_Knowledge_Discovery_Metapictorial_Visualization_Parsons.pdf",
        "Categories":[
            "Design Tools and Techniques",
            "Group and Organization Interfaces"
        ],
        "Subcategories":[
            "Methodologies: Representation",
            "Collaborative Computing"
        ],
        "ACM 1998 classification code":[
            "D.2.10",
            "H.5.3"
        ],
        "New Date":"",
        "Update Date":"20140624"
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "The New School"
        ],
        "Title":"Design and Visualization Best Practices for Big Data: Enhancing Data Discovery through Improved Usability",
        "Authors":[
            "Chris Goranson",
            "Xinle Huang",
            "William Bevington",
            "Jihoon Kang"
        ],
        "Link":"http://piim.newschool.edu/_media/pdfs/Data_Visualization_for_Big_Data_Parsons.pdf",
        "Categories":[
            "Group and Organization Interfaces"
        ],
        "Subcategories":[
            "Evaluation and methodology"
        ],
        "ACM 1998 classification code":[
            "H.5.3"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Carat: Collaborative Energy Diagnosis for Mobile Devices",
        "Authors":[
            "Adam Oliner",
            "Anand Padmanabha Iyer",
            "Ion Stoica",
            "Eemil Lagerspetz",
            "Sasu Tarkoma"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/carat-sensys/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Discretized Streams: Fault-Tolerant Streaming Computation at Scale",
        "Authors":[
            "Matei Zaharia",
            "Tathagata Das",
            "Haoyuan Li",
            "Timothy Hunter",
            "Scott Shenker",
            "Ion Stoica"
        ],
        "Link":"http://dl.acm.org/citation.cfm?doid=2517349.2522737",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Sparrow: Distributed, Low Latency Scheduling",
        "Authors":[
            "Kay Ousterhout",
            "Patrick Wendell",
            "Matei Zaharia",
            "Ion Stoica"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/sparrow-distributed-low-latency-scheduling/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"A General Bootstrap Performance Diagnostic",
        "Authors":[
            "Ariel Kleiner",
            "Ameet Talwalkar",
            "Sameer Agarwal",
            "Ion Stoica",
            "Michael Jordan"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/a-general-bootstrap-performance-diagnostic/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"MLI: An API for Distributed Machine Learning",
        "Authors":[
            "Evan Sparks",
            "Ameet Talwalkar",
            "Virginia Smith",
            "Jey Kottalam",
            "Xinghao Pan",
            "Joseph Gonzalez",
            "Michael Franklin",
            "Michael Jordan",
            "Tim Kraska"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/mli-an-api-for-distributed-machine-learning/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Leveraging Endpoint Flexibility in Data-Intensive Clusters",
        "Authors":[
            "Mosharaf Chowdhury",
            "Srikanth Kandula",
            "Ion Stoica"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/leveraging-endpoint-flexibility-in-data-intensive-clusters/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Shark: SQL and Rich Analytics at Scale",
        "Authors":[
            "Reynold Xin",
            "Joshua Rosen",
            "Matei Zaharia",
            "Michael Franklin",
            "Scott Shenker",
            "Ion Stoica"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/shark-sql-and-rich-analytics-at-scale/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"GraphX: A Resilient Distributed Graph System on Spark",
        "Authors":[
            "Reynold Xin",
            "Joseph Gonzalez",
            "Michael Franklin",
            "Ion Stoica"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/graphx-grades/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters",
        "Authors":[
            "Jan Schaffner",
            "Tim Januschowski",
            "Megan Kercher",
            "Tim Kraska",
            "Hasso Plattner",
            "Michael Franklin",
            "Dean Jacobs"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/rtp-robust-tenant-placement-for-elastic-in-memory-database-clusters/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Bolt-on Causal Consistency",
        "Authors":[
            "Peter Bailis",
            "Ali Ghodsi",
            "Joseph M. Hellerstein",
            "Ion Stoica"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/bolt-on-causal-consistency/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data",
        "Authors":[
            "Sameer Agarwal",
            "Barzan Mozafari",
            "Aurojit Panda",
            "Henry Milner",
            "Sam Madden",
            "Ion Stoica"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/blinkdb-queries-with-bounded-errors-and-bounded-response-times-on-very-large-data/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"MDCC: Multi-Data Center Consistency",
        "Authors":[
            "Tim Kraska",
            "Gene Pang",
            "Michael Franklin",
            "Sam Madden",
            "Alan Fekete"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/mdcc-multi-data-center-consistency/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"The Case for Tiny Tasks in Compute Clusters",
        "Authors":[
            "Kay Ousterhout",
            "Aurojit Panda",
            "Joshua Rosen",
            "Shivaram Venkataraman",
            "Reynold Xin",
            "Sylvia Ratnasamy",
            "Scott Shenker",
            "Ion Stoica"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/the-case-for-tiny-tasks-in-compute-clusters/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Presto: Distributed Machine Learning and Graph Processing with Sparse Matrices",
        "Authors":[
            "Shivaram Venkataraman",
            "Erik Bodzsar",
            "Indrajit Roy",
            "Alvin AuYoung",
            "Robert S. Schreiber"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/presto-distributed-machine-learning-and-graph-processing-with-sparse-matrices/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"MLbase: A Distributed Machine-learning System",
        "Authors":[
            "Tim Kraska",
            "Ameet Talwalkar",
            "John Duchi",
            "Rean Griffith",
            "Michael Franklin",
            "Michael Jordan"
        ],
        "Link":"https://amplab.cs.berkeley.edu/publication/mlbase-a-distributed-machine-learning-system/",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "University of California - Berkeley"
        ],
        "Title":"Coflow: A Networking Abstraction for Cluster Applications",
        "Authors":[
            "Mosharaf Chowdhury",
            "Ion Stoica"
        ],
        "Link":"http://conferences.sigcomm.org/hotnets/2012/papers/hotnets12-final51.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Royal Caliber"
        ],
        "Title":"VertexAPI2 - A Vertex-Program API for Large Graph Computations on the GPU",
        "Authors":[
            "Erich Elsen",
            "Vishal Vaidyanathan"
        ],
        "Link":"http://www.royal-caliber.com/vertexapi2.pdf",
        "Categories":[
            "Graph Theory",
            "Programming Techniques",
            "Design Tools and Techniques"
        ],
        "Subcategories":[
            "Graph algorithms",
            "Parallel Programming",
            "Software Libraries"
        ],
        "ACM 1998 classification code":[
            "G.2.2",
            "D.1.3",
            "D.2.2"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Draper Laboratory"
        ],
        "Title":"Measuring the Value of Big Data Exploitation Systems: Quantitative, Non-Subjective Metrics with the User as a Key Component",
        "Authors":[
            "Jana Schwartz",
            "Joshua C. Poore",
            "Emily Vincent",
            "David Reed"
        ],
        "Link":"http://pjim.newschool.edu/issues/2014/01/pdfs/ParsonsJournalForInformationMapping_Jana_Schwartz.pdf",
        "Categories":[
            "Metrics",
            "User/Machine Systems",
            "User Interfaces"
        ],
        "Subcategories":[
            "Product Metrics",
            "Human Factors",
            "Human Information Processing",
            "Software Psychology",
            "Evaluation/methodology",
            "User-centered design"
        ],
        "ACM 1998 classification code":[
            "D.2.8",
            "H.1.2",
            "H.5.2"
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"Continuous Dataflow Update Strategies for Mission-Critical Applications",
        "Authors":[
            "Charith Wickramaarachchi",
            "Yogesh Simmhan"
        ],
        "Link":"http://ceng.usc.edu/~simmhan/pubs/wickramaarachchi-escience-2013.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"Exploiting Application Dynamism and Cloud Elasticity for Continuous Data Flows",
        "Authors":[
            ""
        ],
        "Link":"http://halcyon.usc.edu/~pk/prasannawebsite/papers/2013/SC13.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"GoFFish: A Framework for Distributed Analytics Over Timeseries Graphs",
        "Authors":[
            "Alok Kumbhare",
            "Yogesh Simmhan",
            "Viktor K. Prasanna"
        ],
        "Link":"http://www.cs.usc.edu/assets/007/87995.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"GoFFish: A Sub-Graph Centric Framework for Large-Scale Graph Analytics",
        "Authors":[
            "Yogesh Simmhan",
            "Alok Kumbhare",
            "Charith Wickramaarachchi",
            "Soonil Nagarkar",
            "Santosh Ravi",
            "Cauligi Raghavendra",
            "Viktor Prasanna"
        ],
        "Link":"http://arxiv.org/abs/1311.5949",
        "Categories":[
            "Distributed, Parallel, and Cluster Computing"
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"Cost-efficient and Resilient Job Life-cycle Management on Hybrid Clouds",
        "Authors":[
            "Hsuan-Yi Chu",
            "Yogesh Simmhan"
        ],
        "Link":"http://www.serc.iisc.ernet.in/~simmhan/pubs/chu-ipdps-2014.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"Constraint-Driven Adaptive Scheduling for Dynamic Dataflows on Elastic Clouds",
        "Authors":[
            ""
        ],
        "Link":"http://www-scf.usc.edu/~kumbhare/pubs/ipdps_posterv2.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"Enabling Realtime Pro-Active Analytics On Time Evolving Graphs",
        "Authors":[
            "Charith Wickramaarachchi",
		    "Marc Fruncu",
            "Viktor K. Prasanna"
        ],
        "Link":"http://www.cs.usc.edu/assets/007/91140.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":"2014-06-19"
    },
      {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"Efficient Extraction of High Centrality Vertices in Distributed Graphs",
        "Authors":[
            "Alok Kumbhare",
	        "Marc Frincu",
	        "Cauligi S. Raghavendra",
            "Viktor K. Prasanna"	
        ],
        "Link":"http://www-scf.usc.edu/~kumbhare/pubs/kumbhare-hpec-2014.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"2014-06-19",
        "Update Date":""
    },    
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"Fast Parallel Algorithm for Unfolding of Communities in Large Graphs",
        "Authors":[
            "Charith Wickramaarachchi",
		"Marc Fruncu",
                "Patrick Small",
                "Viktor K. Prasanna"
        ],
        "Link":"http://www.researchgate.net/publication/263007704_Fast_Parallel_Algorithm_For_Unfolding_Of_Communities_In_Large_Graphs",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"20140619",
        "Update Date":"20140908"
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "USC"
        ],
        "Title":"PLAStiCC: Predictive Look-Ahead Scheduling for Continuous Dataflows on Clouds",
        "Authors":[
            "Alok Kumbhare",
            "Yogesh Simmhan",
            "Viktor K. Prasanna"
        ],
        "Link":"http://www.serc.iisc.ernet.in/~simmhan/pubs/kumbhare-ccgrid-2014.pdf",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":""
    },
    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Jet Propulsion Laboratory"
        ],
        "Title":"Ashok Meena View Presentation, AGU Fall Meeting 2013 Presentations",
        "Authors":[
            "Andrew F. Hart",
            "Chris A. Mattmann",
            "Paul Ramirez",
            "Rishi Verma",
            "Paul A. Zimdars",
            "Samuel Park",
            "Adam Estrada",
            "Arni Sumarlidason",
            "Yolanda Gil",
            "Varun Ratnakar",
            "David Krum",
            "Thai Phan"
        ],
        "Link":"Not Yet Published",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"",
        "Update Date":"20140908"
    },
	    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford"
        ],
        "Title":"Simplifying Scalable Graph Processing with a Domain-Specific Language",
        "Authors":[
            "Sungpack Hong",
            "Semih Salihoglu",
            "Jennifer Widom",
            "Kunle Olukotun"
        ],
        "Link":"http://dl.acm.org/citation.cfm?id=2544162",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"20140423",
        "Update Date":""
    },
		    {
        "DARPA Program":"XDATA",
        "Program Teams":[
            "Stanford"
        ],
        "Title":"Hardware Acceleration of Database Operations",
        "Authors":[
            "Jared Casper",
            "Kunle Olukotun"
        ],
        "Link":"http://dl.acm.org/citation.cfm?id=2554787",
        "Categories":[
            ""
        ],
        "Subcategories":[
            ""
        ],
        "ACM 1998 classification code":[
            ""
        ],
        "New Date":"20140423",
        "Update Date":""
    }
]