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":[
            ""
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        "Authors":[
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            "Daniel L. Sussman",
            "Donniell E. Fishkind",
            "Henry Pao",
            "Joshua T. Vogelstein",
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        "Categories":[
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            "Cencheng Shen",
            "Carey E. Priebe"
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        "Categories":[
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            "Li Chen",
            "Carey E. Priebe"
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            ""
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            ""
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            ""
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            "Minh Tang"
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        "Title":"Seeded Graph Matching",
        "Authors":[
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            "Carey E. Priebe"
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        "Title":"Graphlet Decomposition of a Weighted Network",
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        "Title":"Entourage: Visualizing Relationships between Biological Pathways using Contextual Subsets",
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            "Denis Kalkofen",
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            "Samuel Gratzl",
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        "Program Teams":[
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            "NASA Jet Propulsion Laboratory",
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        "Title":"Unlocking Big Data",
        "Authors":[
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        "Link":"http://issuu.com/kmi_media_group/docs/gif_11-5_final/27",
        "Categories":[
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        "Subcategories":[
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    {
        "DARPA Program":"XDATA",
        "Program Teams":[
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        "Title":"Mapping Semantic Workflows to Alternative Workflow Execution Engines",
        "Authors":[
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        "Link":"http://www.isi.edu/~gil/papers/gil-icsc13.pdf",
        "Categories":[
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        "Subcategories":[
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    {
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        "Title":"Capturing Data Analytics and Visualization Expertise with Workflows",
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        "Program Teams":[
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            "NASA Jet Propulsion Laboratory",
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        "Title":"Time-Bound Analytic Tasks on Large Datasets through Dynamic",
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            "Varun Ratnakar",
            "Rishi Verma",
            "Andrew Hart",
            "Paul Ramirez",
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            "Samuel L. Park"
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        "Title":"Configuration of Workflows",
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        "Link":"Not Yet Published",
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        "Title":"Large-Scale Multimedia Content Analysis Using Scientific Workflows",
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            "Andrew Philpot",
            "Hyunjoon Jo"
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        "Link":"http://www.isi.edu/~gil/papers/sethi-etal-mm13.pdf",
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        "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"
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        "Link":"http://www.isi.edu/~gil/papers/gil-etal-jetai10.pdf",
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        "Link":"http://www.isi.edu/~gil/papers/gil-iemss14.pdf",
        "Categories":[
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        "Title":"Assisting Scientists with Complex Data Analysis Tasks through Semantic Workflows",
        "Authors":[
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			"Varun Ratnakar",
			"Christian Fritz"
        ],
        "Link":"http://www.isi.edu/~gil/papers/gil-etal-aaaifss10.pdf",
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        "Subcategories":[
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    {
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        "Title":"Towards Workflow Ecosystems Through Semantic and Standard Representations",
        "Authors":[
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            "Oscar Corcho"
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        "Link":"http://www.isi.edu/~gil/papers/garijo-etal-works14.pdf",
        "Categories":[
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        "Title":"Structured Analysis of the ISI Atomic Pair Actions Dataset Using Workflows",
        "Authors":[
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			"Hyunjoon Jo",
            "Yolanda Gil"
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        "Link":"http://www.sciencedirect.com/science/article/pii/S0167865512004217",
        "Categories":[
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        "Subcategories":[
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        "Title":"Making Data Analysis Expertise Broadly Accessible through Workflows",
        "Authors":[
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	    "Yolanda Gil",
            "Ricky J. Sethi",
			"Yan Liu",
            "Hyunjoon Jo"
        ],
        "Link":"http://www.isi.edu/~gil/papers/hauder-etal-works11.pdf",
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        "Authors":[
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        "Title":"Content + Context Networks for User Classification in Twitter",
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        "Authors":[
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        "Link":"http://www.oculusinfo.com/assets/pdfs/papers/HICSS_Aperture_Framework.pdf",
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        "Title":"Tile Based Visual Analytics for Twitter Big Data Exploratory Analysis",
        "Authors":[
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        "Title":"Interactive Data Exploration with 'Big Data Tukey Plots',",
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        "Authors":[
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        "Link":"http://www.oculusinfo.com/assets/pdfs/papers/Submitted_Oculus_Big_Data_Louvain_Clustering_9Aug2013_Final.pdf",
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        "Title":"Correlation Using Pair-wise Combinations of Multiple Data Sources and Dimensions at Ultra-Large Scales",
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        "Title":"Coflow: A Networking Abstraction for Cluster Applications",
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        "Link":"http://conferences.sigcomm.org/hotnets/2012/papers/hotnets12-final51.pdf",
        "Categories":[
            ""
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        "ACM 1998 classification code":[
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        "New Date":"",
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    {
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        "Title":"VertexAPI2 - A Vertex-Program API for Large Graph Computations on the GPU",
        "Authors":[
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        "Categories":[
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    {
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        "Title":"Measuring the Value of Big Data Exploitation Systems: Quantitative, Non-Subjective Metrics with the User as a Key Component",
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        "Categories":[
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            "User/Machine Systems",
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        "Subcategories":[
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            "Software Psychology",
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    {
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        "Program Teams":[
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        "Title":"Continuous Dataflow Update Strategies for Mission-Critical Applications",
        "Authors":[
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        "Link":"http://ceng.usc.edu/~simmhan/pubs/wickramaarachchi-escience-2013.pdf",
        "Categories":[
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        "Subcategories":[
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        "ACM 1998 classification code":[
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        "New Date":"",
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    {
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        "Title":"Exploiting Application Dynamism and Cloud Elasticity for Continuous Data Flows",
        "Authors":[
            ""
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        "Link":"http://halcyon.usc.edu/~pk/prasannawebsite/papers/2013/SC13.pdf",
        "Categories":[
            ""
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        "Subcategories":[
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        "ACM 1998 classification code":[
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        ],
        "New Date":"",
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    {
        "DARPA Program":"XDATA",
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        "Title":"GoFFish: A Framework for Distributed Analytics Over Timeseries Graphs",
        "Authors":[
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            "Yogesh Simmhan",
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        "Link":"http://www.cs.usc.edu/assets/007/87995.pdf",
        "Categories":[
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        "Subcategories":[
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        "New Date":"",
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    {
        "DARPA Program":"XDATA",
        "Program Teams":[
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        "Authors":[
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            "Soonil Nagarkar",
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            "Cauligi Raghavendra",
            "Viktor Prasanna"
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        "Link":"http://arxiv.org/abs/1311.5949",
        "Categories":[
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        "Subcategories":[
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        "ACM 1998 classification code":[
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    {
        "DARPA Program":"XDATA",
        "Program Teams":[
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        "Title":"Cost-efficient and Resilient Job Life-cycle Management on Hybrid Clouds",
        "Authors":[
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        "Link":"http://www.serc.iisc.ernet.in/~simmhan/pubs/chu-ipdps-2014.pdf",
        "Categories":[
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        "Subcategories":[
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        "ACM 1998 classification code":[
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        "New Date":"",
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    {
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        "Title":"Constraint-Driven Adaptive Scheduling for Dynamic Dataflows on Elastic Clouds",
        "Authors":[
            ""
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        "Link":"http://www-scf.usc.edu/~kumbhare/pubs/ipdps_posterv2.pdf",
        "Categories":[
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        "ACM 1998 classification code":[
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        "New Date":"",
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    {
        "DARPA Program":"XDATA",
        "Program Teams":[
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        "Title":"Enabling Realtime Pro-Active Analytics On Time Evolving Graphs",
        "Authors":[
            "Charith Wickramaarachchi",
		    "Marc Fruncu",
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        "Link":"http://www.cs.usc.edu/assets/007/91140.pdf",
        "Categories":[
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        "ACM 1998 classification code":[
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        "New Date":"",
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      {
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        "Title":"Efficient Extraction of High Centrality Vertices in Distributed Graphs",
        "Authors":[
            "Alok Kumbhare",
	        "Marc Frincu",
	        "Cauligi S. Raghavendra",
            "Viktor K. Prasanna"	
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        "Link":"http://www-scf.usc.edu/~kumbhare/pubs/kumbhare-hpec-2014.pdf",
        "Categories":[
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        "ACM 1998 classification code":[
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    {
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        "Program Teams":[
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        "Title":"Fast Parallel Algorithm for Unfolding of Communities in Large Graphs",
        "Authors":[
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		"Marc Fruncu",
                "Patrick Small",
                "Viktor K. Prasanna"
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        "Link":"http://www.researchgate.net/publication/263007704_Fast_Parallel_Algorithm_For_Unfolding_Of_Communities_In_Large_Graphs",
        "Categories":[
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        "Subcategories":[
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        ],
        "ACM 1998 classification code":[
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        "New Date":"20140619",
        "Update Date":"20140908"
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    {
        "DARPA Program":"XDATA",
        "Program Teams":[
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        ],
        "Title":"PLAStiCC: Predictive Look-Ahead Scheduling for Continuous Dataflows on Clouds",
        "Authors":[
            "Alok Kumbhare",
            "Yogesh Simmhan",
            "Viktor K. Prasanna"
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        "Link":"http://www.serc.iisc.ernet.in/~simmhan/pubs/kumbhare-ccgrid-2014.pdf",
        "Categories":[
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        ],
        "Subcategories":[
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        ],
        "ACM 1998 classification code":[
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        ],
        "New Date":"",
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    {
        "DARPA Program":"XDATA",
        "Program Teams":[
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        ],
        "Title":"Ashok Meena View Presentation, AGU Fall Meeting 2013 Presentations",
        "Authors":[
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            "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":[
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        "ACM 1998 classification code":[
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        "Update Date":"20140908"
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	    {
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        "Title":"Simplifying Scalable Graph Processing with a Domain-Specific Language",
        "Authors":[
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		    {
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        "Title":"Hardware Acceleration of Database Operations",
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