Publications

  • Parekh, O., Wang, Y., Ho, Y., Phillips, C., Pinar, A., Aimone, J.B., Severa, W., & Severa, W. (2021). Neuromorphic Graph Algorithms. https://doi.org/10.2172/1829422 Publication ID: 76679
  • Pinar, A. (2021). SECURE: Science and Engineering of Cyber security by Uncertainty quantification and Rigorous Experimentation [Conference Presenation]. https://doi.org/10.2172/1899515 Publication ID: 76817
  • Mayes, D., Tarman, T., Pinar, A., & Pinar, A. (2021). CESoS ’21 Workshop [Conference Poster]. https://doi.org/10.2172/1892444 Publication ID: 76268
  • Pinar, A. (2021). SECURE Advisory Board Meeting [Presentation]. https://www.osti.gov/biblio/1886189 Publication ID: 75485
  • Pinar, A., Tarman, T., Swiler, L., Gearhart, J., Hart, D., Vugrin, E., Cruz, G., Arguello, B., Geraci, G., Debusschere, B., Hanson, S., Outkin, A., Thorpe, J., Hart, W., Sahakian, M., Gabert, K., Glatter, C., Johnson, E., Punla-Green, S., & Punla-Green, S. (2021). Science & Engineering of Cyber Security by Uncertainty Quantification and Rigorous Experimentation (SECURE) HANDBOOK. https://doi.org/10.2172/1820527 Publication ID: 75697
  • Pinar, A., Tarman, T., Swiler, L., Gearhart, J., Hart, D., Vugrin, E., Cruz, G., Arguello, B., Geraci, G., Debusschere, B., Hanson, S., Outkin, A., Thorpe, J., Hart, W., Sahakian, M., Gabert, K., Glatter, C., Johnson, E., Punla-Green, S., & Punla-Green, S. (2021). Science and Engineering of Cybersecurity by Uncertainty quantification and Rigorous Experimentation (SECURE) (Final Report). https://doi.org/10.2172/1821322 Publication ID: 75817
  • Gabert, K., Pinar, A., Çatalyürek, Ü.V., & Çatalyürek, Ü.V. (2021). A Unifying Framework to Identify Dense Subgraphs on Streams: Graph Nuclei to Hypergraph Cores [Conference Paper]. WSDM 2021 – Proceedings of the 14th ACM International Conference on Web Search and Data Mining. https://doi.org/10.1145/3437963.3441790 Publication ID: 75140
  • Gabert, K., Sancak, K., Ozkaya, M., Pinar, A., Catalyurek, U., & Catalyurek, U. (2021). ElGA: Elastic and Scalable Dynamic Graph Analysis [Conference Paper]. https://doi.org/10.1145/3458817.3480857 Publication ID: 79833
  • Aimone, J.B., Ho, Y., Parekh, O., Phillips, C., Pinar, A., Severa, W., Wang, Y., & Wang, Y. (2021). Provable advantages for graph algorithms in spiking neural networks [Conference Paper]. Annual ACM Symposium on Parallelism in Algorithms and Architectures. https://doi.org/10.1145/3409964.3461813 Publication ID: 78648
  • Gabert, K., Pinar, A., Catalyurek, U.V., & Catalyurek, U.V. (2021). Shared-Memory Scalable k-Core Maintenance on Dynamic Graphs and Hypergraphs [Conference Paper]. 2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 – In conjunction with IEEE IPDPS 2021. https://doi.org/10.1109/IPDPSW52791.2021.00158 Publication ID: 77625
  • Aimone, J.B., Ho, Y., Parekh, O., Phillips, C., Pinar, A., Severa, W., Wang, Y., & Wang, Y. (2021). Provable Advantages for Graph Algorithms in Spiking Neural Networks [Conference Presenation]. https://doi.org/10.2172/1890920 Publication ID: 78930
  • Outkin, A., Schulz, P., Schulz, T., Tarman, T., Pinar, A., & Pinar, A. (2021). Defender Policy Evaluation and Resource Allocation against MITRE ATT&CK Data and Evaluations. https://doi.org/10.2172/1821969 Publication ID: 79070
  • Gabert, K., Pinar, A., Catalyurek, U., & Catalyurek, U. (2021). Shared-Memory Scalable k-Core Maintenance on Dynamic Graphs and Hypergraphs [Conference Presenation]. https://doi.org/10.2172/1868002 Publication ID: 78416
  • Pinar, A. (2021). Rigorous Cyber Experimentation for Science of Security [Presentation]. https://www.osti.gov/biblio/1870571 Publication ID: 78632
  • Pinar, A. (2021). Cyber Security: A New Front for Computational Science and Engineering [Presentation]. https://www.osti.gov/biblio/1855566 Publication ID: 77590
  • Wang, F., Pinar, A., & Pinar, A. (2021). The Multiple Instance Learning Gaussian Process Probit Model [Conference Paper]. https://www.osti.gov/biblio/1847472 Publication ID: 77360
  • Gabert, K., Pinar, A., Catalyurek, U., & Catalyurek, U. (2021). A Unifying Framework to Identify Dense Subgraphs on Streams: Graph Nuclei to Hypergraph Cores [Conference Poster]. https://doi.org/10.2172/1847578 Publication ID: 77376
  • Gabert, K., Pinar, A., Catalyurek, U., & Catalyurek, U. (2021). A Unifying Framework to Identify Dense Subgraphs on Streams: Graph Nuclei to Hypergraph Cores [Conference Presenation]. https://doi.org/10.2172/1843747 Publication ID: 75237
  • Ozkaya, Y., Sariyuce, E., Catalyurek, U., Pinar, A., & Pinar, A. (2020). Active Betweenness Cardinality: Algorithms and Applications. https://doi.org/10.2172/1733256 Publication ID: 54460
  • Gabert, K., Pinar, A., Catalyurek, U., & Catalyurek, U. (2020). Finding Dense Areas of Massive Changing Graphs [Conference Poster]. https://doi.org/10.2172/1830901 Publication ID: 71703
  • Wang, F., Pinar, A., & Pinar, A. (2020). Developing an Active Learning algorithm for learning Bayesian classifiers under the Multiple Instance Learning scenario. https://doi.org/10.2172/1821545 Publication ID: 71290
  • Vugrin, E., Cruz, G., Reedy, C., Tarman, T., Pinar, A., & Pinar, A. (2020). Cyber Threat Modeling & Validation: Port Scanning & Detection [Conference Poster]. https://www.osti.gov/biblio/1819038 Publication ID: 74746
  • Aimone, J.B., Ho, Y., Parekh, O., Phillips, C., Pinar, A., Severa, W., Wang, Y., & Wang, Y. (2020). Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths [Conference Poster]. https://www.osti.gov/biblio/1814114 Publication ID: 74560
  • Aimone, J.B., Ho, Y., Parekh, O., Phillips, C., Pinar, A., Severa, W., Wang, Y., & Wang, Y. (2020). Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths [Conference Poster]. https://www.osti.gov/biblio/1808434 Publication ID: 74074
  • Ozkaya, Y., Balin, F., Pinar, A., Çatalyürek, U., & Çatalyürek, U. (2020). A scalable graph generation algorithm to sample over a given shell distribution [Conference Poster]. https://doi.org/10.1109/IPDPSW50202.2020.00051 Publication ID: 74103
  • Gabert, K., Pinar, A., Anderson, D., & Anderson, D. (2020). Extracting Stable Community Information on Relational Data [Presentation]. https://www.osti.gov/biblio/1776523 Publication ID: 73237
  • Vugrin, E., Cruz, G., Reedy, C., Tarman, T., Pinar, A., & Pinar, A. (2020). Cyber Threat Modeling and Validation: Port Scanning and Detection [Conference Poster]. https://www.osti.gov/biblio/1770277 Publication ID: 72971
  • Pinar, A. (2020). Rigorous Cyber Experimentation for Security of Cyber Physical Systems [Conference Poster]. https://www.osti.gov/biblio/1766675 Publication ID: 72555
  • Gabert, K., Pinar, A., & Pinar, A. (2020). Extracting Stable Community Information on Relational Data [Conference Poster]. https://www.osti.gov/biblio/1766746 Publication ID: 72607
  • Laishram, R., Sariyüce, A.E., Eliassi-Rad, T., Pinar, A., Soundarajan, S., & Soundarajan, S. (2020). Residual core maximization: An efficient algorithm for maximizing the size of the k-core [Conference Poster]. Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020. https://doi.org/10.1137/1.9781611976236.37 Publication ID: 72585
  • Pinar, A., Benz, Z., Castillo, A., Hart, B., Swiler, L., Tarman, T., & Tarman, T. (2019). SECURE: An Evidence-based Approach to Cyber Experimentation [Conference Poster]. Proceedings – 2019 Resilience Week, RWS 2019. https://doi.org/10.1109/RWS47064.2019.8971976 Publication ID: 66023
  • Wendt, J.D., Kegelmeyer, W., Pinar, A., Shead, T., Saavedra, G., Safta, C., Bertino, J., & Bertino, J. (2019). Data Analytics are Powerful — Handle with Care [Conference Poster]. https://www.osti.gov/biblio/1642746 Publication ID: 65481
  • Wang, F., Ray, J., Pinar, A., & Pinar, A. (2019). Multiple Instance Learning: Application to Seismic Event Detection and Open Problems [Presentation]. https://www.osti.gov/biblio/1646086 Publication ID: 65724
  • Whitmore, L.S., Nguyen, B., Pinar, A., George, A., Hudson, C.M., & Hudson, C.M. (2019). RetSynth: Determining all optimal and sub-optimal synthetic pathways that facilitate synthesis of target compounds in chassis organisms. BMC Bioinformatics, 20(1). https://doi.org/10.1186/s12859-019-3025-9 Publication ID: 70454
  • Aimone, J.B., Parekh, O., Phillips, C., Pinar, A., Severa, W., Xu, H., & Xu, H. (2019). Dynamic Programming with Spiking Neural Computing [Conference Poster]. https://doi.org/10.1145/3354265.3354285 Publication ID: 70516
  • Aimone, J.B., Pinar, A., Parekh, O., Severa, W., Phillips, C., Xu, H., & Xu, H. (2019). Dynamic programming with spiking neural computing [Conference Poster]. ACM International Conference Proceeding Series. https://doi.org/10.1145/3354265.3354285 Publication ID: 70018
  • Wang, F., Pinar, A., & Pinar, A. (2019). Interpretable Sequence Classification via Sparse Multiple Instance Learning [Conference Poster]. https://www.osti.gov/biblio/1641183 Publication ID: 69780
  • Wang, F., Pinar, A., & Pinar, A. (2019). Multiple Instance Learning [Presentation]. https://www.osti.gov/biblio/1645324 Publication ID: 68829
  • Pinar, A. (2019). SECURE: An Evidence-based Approach to Cybersecurity– Technical Overview [Presentation]. https://www.osti.gov/biblio/1644958 Publication ID: 68235
  • Pinar, A. (2019). SECURE Overview [Presentation]. https://www.osti.gov/biblio/1644977 Publication ID: 68271
  • Pinar, A. (2019). SECURE: An Evidence-based Approach to Cybersecurity [Presentation]. https://www.osti.gov/biblio/1648758 Publication ID: 68290
  • Pinar, A. (2018). Inferring Graph Properties with Limited Access to the Graph [Conference Poster]. https://www.osti.gov/biblio/1761096 Publication ID: 60437
  • Kegelmeyer, W., Wendt, J.D., Pinar, A., & Pinar, A. (2018). An Example of Counter-Adversarial Community Detection Analysis. https://doi.org/10.2172/1481570 Publication ID: 59745
  • Cheng, J., Chen, R.L.-Y., Najm, H.N., Pinar, A., Safta, C., Watson, J., & Watson, J. (2018). Chance-constrained economic dispatch with renewable energy and storage. Computational Optimization and Applications, 70(2), pp. 479-502. https://doi.org/10.1007/s10589-018-0006-2 Publication ID: 45606
  • Kegelmeyer, W., Wendt, J.D., Pinar, A., Anderson-Bergman, C., & Anderson-Bergman, C. (2018). Counter-Adversarial Node Labeling [Conference Poster]. https://www.osti.gov/biblio/1498446 Publication ID: 60904
  • Debusschere, B., Templeton, J.A., Safta, C., Sargsyan, K., Pinar, A., Najm, H.N., & Najm, H.N. (2018). Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations [Conference Poster]. https://www.osti.gov/biblio/1512381 Publication ID: 58575
  • Pinar, A., Kolda, T., Carlberg, K.T., Ballard, G., Mahoney, M., & Mahoney, M. (2018). Unsupervised Learning Through Randomized Algorithms for High-Volume High-Velocity Data (ULTRA-HV). https://doi.org/10.2172/1417788 Publication ID: 58657
  • Debusschere, B., Templeton, J.A., Safta, C., Sargsyan, K., Pinar, A., Najm, H.N., & Najm, H.N. (2018). Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations [Conference Poster]. https://www.osti.gov/biblio/1513665 Publication ID: 58794
  • Kouri, T., Pinar, A., & Pinar, A. (2017). Exploiting Social Media Sensor Networks through Novel Data Fusion Techniques. https://doi.org/10.2172/1431510 Publication ID: 54428
  • Hudson, C.M., Whitmore, L.S., Pinar, A., & Pinar, A. (2017). BioRetroSynth: Identifying All Optimal Routes for Synthetic Biological and Hybrid Synthetic Biological/Chemical Production [Presentation]. https://www.osti.gov/biblio/1510400 Publication ID: 53463
  • Kegelmeyer, W., Wendt, J.D., Pinar, A., Altenburger, K., & Altenburger, K. (2017). Counter Adversarial Graph Analytics [Conference Poster]. https://www.osti.gov/biblio/1480222 Publication ID: 53798
  • Pinar, A. (2017). Accurate Characterization of Real Networks from Inaccurate Measurements. https://doi.org/10.2172/1814082 Publication ID: 58556
  • Aksoy, S.G., Kolda, T., Pinar, A., & Pinar, A. (2017). Measuring and modeling bipartite graphs with community structure. Journal of Complex Networks. https://doi.org/10.2172/1561802 Publication ID: 51383
  • Anderson-Bergman, C., Kegelmeyer, W., Pinar, A., Wendt, J.D., & Wendt, J.D. (2017). Generating Network Graphs for CAGA [Conference Poster]. https://www.osti.gov/biblio/1464726 Publication ID: 57914
  • Debusschere, B., Pinar, A., Sargsyan, K., Templeton, J.A., Najm, H.N., & Najm, H.N. (2017). Predictive Fidelity Interpretability and Resilience of Machine Learning Methods Applied to Scientific Simulations [Conference Poster]. https://www.osti.gov/biblio/1508933 Publication ID: 58088
  • Altenburger, K., Kegelmeyer, W., Pinar, A., Wendt, J.D., & Wendt, J.D. (2017). A Community and Node Attribute-Corrected Stochastic Blockmodel [Conference Poster]. https://www.osti.gov/biblio/1648676 Publication ID: 57491
  • Pinar, A., Quinn, C., Kiyavash, N., & Kiyavash, N. (2017). Bounded-Degree Approximations of Stochastic Networks. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 3(2), pp. 79-88. https://doi.org/10.1109/TMBMC.2017.2686387 Publication ID: 44188
  • Kegelmeyer, W., Wendt, J.D., Pinar, A., Altenburger, K., & Altenburger, K. (2017). Counter Adversarial Community Detection [Conference Poster]. https://www.osti.gov/biblio/1525078 Publication ID: 56126
  • Kegelmeyer, W., Wendt, J.D., Pinar, A., Altenburger, K., & Altenburger, K. (2017). Counter-Adversarial Community Detection [Conference Poster]. https://www.osti.gov/biblio/1457841 Publication ID: 56131
  • Pinar, A. (2017). Using Local Measurements to Infer Global Network Properties [Conference Poster]. https://www.osti.gov/biblio/1458062 Publication ID: 56522
  • Comandur, S., Pinar, A., Durak, N., Kolda, T., & Kolda, T. (2017). Directed closure measures for networks with reciprocity. Journal of Complex Networks, 5(1), pp. 32-47. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85023191214&origin=inward Publication ID: 39601
  • Pinar, A., Seshadhri, C., Vishal, V., & Vishal, V. (2017). Escape: Efficiently counting all 5-vertex subgraphs [Conference Poster]. 26th International World Wide Web Conference, WWW 2017. https://doi.org/10.1145/3038912.3052597 Publication ID: 47677
  • Sariyuce, A., Pinar, A., & Pinar, A. (2016). Butterfly Effect: Peeling Bipartite Networks [Conference Poster]. https://www.osti.gov/biblio/1413642 Publication ID: 48204
  • Quinn, C.J., Pinar, A., Gao, J., Su, L., & Su, L. (2016). Sparse approximations of directed information graphs [Conference Poster]. IEEE International Symposium on Information Theory – Proceedings. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84985905495&origin=inward Publication ID: 50250
  • Safta, C., Chen, R.L.-Y., Najm, H.N., Pinar, A., Watson, J., & Watson, J. (2016). A Sparse Quadrature Approach for Stochastic Optimization in Power Grid Models [Conference Poster]. https://www.osti.gov/biblio/1367949 Publication ID: 50837
  • Soundarajan, S., Eliassi-Rad, T., Gallagher, B., Pinar, A., & Pinar, A. (2016). MaxReach: Reducing Network Incompleteness through Node Probes [Conference Poster]. https://doi.org/10.1109/ASONAM.2016.7752227 Publication ID: 49905
  • Pinar, A. (2016). Sampling Algorithms for Network Analysis [Presentation]. https://www.osti.gov/biblio/1368704 Publication ID: 50287
  • Pinar, A. (2016). Models and Measurements of Big Graphs [Conference Poster]. https://www.osti.gov/biblio/1365094 Publication ID: 49367
  • Wendt, J.D., Field, R., Garcia, D., Quach, T.-T., Wells, R., Zage, D., Phillips, C., Pinar, A., Soundarajan, S., & Soundarajan, S. (2016). Social-Media Network Collection Problems [Conference Poster]. https://www.osti.gov/biblio/1364805 Publication ID: 49007
  • Safta, C., Chen, R.L.-Y., Pinar, A., Najm, H.N., Watson, J., & Watson, J. (2016). Employing Sparse Quadrature for Stochastic Optimization in Power Grids [Conference Poster]. https://www.osti.gov/biblio/1618230 Publication ID: 49135
  • Safta, C., Cheng, J., Chen, R.L.-Y., Pinar, A., Najm, H.N., Watson, J., & Watson, J. (2016). Surrogate-based model for optimization under uncertainty [Conference Poster]. https://www.osti.gov/biblio/1618234 Publication ID: 49142
  • Jha, M., Pinar, A., Seshadhri, C., & Seshadhri, C. (2016). Counting triangles in real-world graph streams: Dealing with repeated edges and time windows [Conference Poster]. Conference Record – Asilomar Conference on Signals, Systems and Computers. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84969888706&origin=inward Publication ID: 41678
  • Pinar, A., Seshadhri, C., Vaidyanathan, V., & Vaidyanathan, V. (2016). ESCAPE: Efficiently Counting All 5-Vertex Subgraphs [Conference Poster]. https://doi.org/10.1145/3038912.3052597 Publication ID: 48462
  • Kegelmeyer, W., Wendt, J.D., Pinar, A., & Pinar, A. (2016). Counter-Adversarial Community Detection: Initial Investigations [Conference Poster]. https://www.osti.gov/biblio/1345107 Publication ID: 48518
  • Ballard, G., Kolda, T., Pinar, A., Seshadhri, C., & Seshadhri, C. (2016). Diamond sampling for approximate maximum all-pairs dot-product (MAD) search [Conference Poster]. Proceedings – IEEE International Conference on Data Mining, ICDM. https://doi.org/10.1109/ICDM.2015.46 Publication ID: 44199
  • Pinar, A., Soundarajan, S., Eliassi-Rad, T., Gallagher, B., & Gallagher, B. (2015). MaxOutProbe: An Algorithm for Increasing the Size of Partially Observed Networks [Conference Poster]. https://www.osti.gov/biblio/1333467 Publication ID: 41677
  • Kolda, T., Aksoy, S., Pinar, A., Plantenga, T., Comandur, S., Stark, D., & Stark, D. (2015). Modeling Large-Scale Networks [Conference Poster]. https://www.osti.gov/biblio/1328395 Publication ID: 45897
  • Bennett, J., Pinar, A., Seshadhri, C., Thompson, D., Salloum, M., Bhagatwala, A., Chen, J.H., & Chen, J.H. (2015). Final Report: Sublinear Algorithms for In-situ and In-transit Data Analysis at Exascale. https://doi.org/10.2172/1227346 Publication ID: 46057
  • Safta, C., Chen, R.L.-Y., Najm, H.N., Pinar, A., Watson, J., & Watson, J. (2015). An Efficient Approach for Stochastic Optimization of Electricity Grid Operations [Conference Poster]. https://www.osti.gov/biblio/1301962 Publication ID: 44869
  • Salloum, M., Bennett, J., Pinar, A., Bhagatwala, A., Chen, J.H., & Chen, J.H. (2015). Enabling adaptive scientific workflows via trigger detection [Conference Poster]. https://doi.org/10.1145/2828612.2828619 Publication ID: 45141
  • Kegelmeyer, W., Pinar, A., Zage, D., & Zage, D. (2015). Counter-Adversarial Data Analytics: Machine Learning (and Graph Analysis) [Conference Poster]. https://www.osti.gov/biblio/1530955 Publication ID: 44278
  • Jha, M., Seshadhri, C., Pinar, A., & Pinar, A. (2015). Path Sampling: A fast and provable method for estimating 4-Vertex Subgraph Counts [Conference Poster]. WWW 2015 – Proceedings of the 24th International Conference on World Wide Web. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84968853438&origin=inward Publication ID: 43454
  • Pinar, A., Bennett, J., Pebay, P., Kolla, H., Thompson, D., & Thompson, D. (2015). A Dashboard for Comparative Visualization of Many-variate Data [Conference Poster]. https://www.osti.gov/biblio/1252944 Publication ID: 43381
  • Kolda, T., Pinar, A., Comandur, S., & Comandur, S. (2015). Graph Characterization and Sampling Algorithms [Presentation]. https://www.osti.gov/biblio/1249461 Publication ID: 43194
  • Safta, C., Chen, R.L.-Y., Najm, H.N., Pinar, A., Watson, J., & Watson, J. (2015). An Efficient Approach for Stochastic Optimization of Electricity Grid Operations [Conference Poster]. https://www.osti.gov/biblio/1331642 Publication ID: 42563
  • Kolda, T., Ballard, G., Pinar, A., Comandur, S., & Comandur, S. (2015). Computing the Largest Entries in a Matrix Product via Sampling [Conference Poster]. https://www.osti.gov/biblio/1238218 Publication ID: 41493
  • Pinar, A. (2015). Resiliency of the Power Grid [Presentation]. https://www.osti.gov/biblio/1244880 Publication ID: 41226
  • Safta, C., Chen, R.L.-Y., Najm, H.N., Pinar, A., Watson, J., & Watson, J. (2014). Toward using surrogates to accelerate solution of stochastic electricity grid operations problems [Presentation]. 2014 North American Power Symposium, NAPS 2014. https://doi.org/10.1109/NAPS.2014.6965425 Publication ID: 38413
  • Pinar, A. (2014). Sampling and Streaming Algorithms for Counting Small Patterns in BIG Graphs [Conference Poster]. https://www.osti.gov/biblio/1367646 Publication ID: 39423
  • Comandur, S., Pinar, A., Sariyuce, A., Catalyurek, U., & Catalyurek, U. (2014). Finding Hierarchical and Overlapping Dense Subgraphs using Nucleus Decompositions. https://doi.org/10.2172/1172917 Publication ID: 39603
  • Jha, M., Pinar, A., Comandur, S., & Comandur, S. (2014). Counting Triangles in Real-World Graph Streams: Dealing with Repeated Edges and Time Windows [Conference Poster]. https://doi.org/10.1109/ACSSC.2015.7421397 Publication ID: 39046
  • Pinar, A., Soundarajan, S., Eliassi-Rad, T., Gallagher, B., & Gallagher, B. (2014). Strategies for Probing Incomplete Graphs [Conference Poster]. https://www.osti.gov/biblio/1315684 Publication ID: 39047
  • Pinar, A., Comandur, S., & Comandur, S. (2014). Time is of essence in graph analysis [Conference Poster]. https://www.osti.gov/biblio/1242047 Publication ID: 39225
  • Pinar, A. (2014). Fast Algorithms for Evolving Graphs via Assays Sampling & Theory (FEAST) [Presentation]. https://www.osti.gov/biblio/1502162 Publication ID: 38176
  • Pinar, A. (2014). Sampling and Streaming Algorithms for Counting Small Patterns in Large Graphs [Presentation]. https://www.osti.gov/biblio/1502177 Publication ID: 38217
  • Pinar, A., Kolda, T., Peng, C., & Peng, C. (2014). Accelerating Community Detection by using k-core subgraphs [Presentation]. https://www.osti.gov/biblio/1496714 Publication ID: 37557
  • Pinar, A., Safta, C., Chen, R.L.-Y., Najm, H.N., Watson, J., & Watson, J. (2014). Probabilistic Methods for Power Grid Networks [Presentation]. https://www.osti.gov/biblio/1496919 Publication ID: 37564
  • Kolda, T., Plantenga, T., Pinar, A., Comandur, S., Berry, J.W., Jha, M., Phillips, C., & Phillips, C. (2014). Sandia Software for Networks from DARPA GRAPHS Program [Conference]. https://www.osti.gov/biblio/1145819 Publication ID: 40718
  • Safta, C., Chen, R.L.-Y., Najm, H.N., Pinar, A., Watson, J., & Watson, J. (2014). Toward Using Surrogates to Accelerate Solution of Stochastic Electricity Grid Operations Problems [Conference]. https://doi.org/10.1109/NAPS.2014.6965425 Publication ID: 40817
  • Pinar, A. (2014). Resiliency of the Power Grid [Conference]. https://www.osti.gov/biblio/1146547 Publication ID: 40931
  • Pinar, A., Kolda, T., & Kolda, T. (2014). Community Detection for Large Graphs [Conference]. https://www.osti.gov/biblio/1143054 Publication ID: 40547
  • Ray, J., Pinar, A., Comandur, S., & Comandur, S. (2014). A stopping criterion for Markov chains when generating independent random graphs. Journal of Complex Networks. https://www.osti.gov/biblio/1140957 Publication ID: 38317
  • Pinar, A. (2014). Modeling Analyzing and Generating Networks [Presentation]. https://www.osti.gov/biblio/1732164 Publication ID: 40153
  • Berry, J.W., Leung, V., Phillips, C., Pinar, A., Robinson, D., & Robinson, D. (2014). Statistically significant relational data mining :. https://doi.org/10.2172/1204082 Publication ID: 37160
  • Pinar, A., Kolda, T., Comandur, S., Plantenga, T., & Plantenga, T. (2014). Generating Large Graphs for benchmarking [Conference]. https://www.osti.gov/biblio/1141230 Publication ID: 37294
  • Chen, R.L.-Y., Cohn, A., Fan, N., Pinar, A., & Pinar, A. (2014). Contingency-risk informed power system design. IEEE Transactions on Power Systems, 29(5), pp. 2087-2096. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84906783858&origin=inward Publication ID: 31334
  • Comandur, S., Pinar, A., Kolda, T., & Kolda, T. (2014). Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Statistical Analysis and Data Mining, 7(4), pp. 294-307. https://doi.org/10.1002/sam.11224 Publication ID: 35622
  • Pinar, A. (2013). Copy of Scalable Models for Large Graphs [Conference]. https://www.osti.gov/biblio/1117404 Publication ID: 36507
  • Jha, M., Comandur, S., Pinar, A., & Pinar, A. (2013). When a Graph is not so Simple: Counting Triangles in Multigraph Streams [Conference]. https://www.osti.gov/biblio/1114597 Publication ID: 36196
  • Jha, M., Comandur, S., Pinar, A., & Pinar, A. (2013). A space efficient streaming algorithm for estimating transitivity and triangle counts using the birthday paradox. ACM Transactions on Knowledge Discovery form Data. https://www.osti.gov/biblio/1115171 Publication ID: 36290
  • Pinar, A. (2013). Sampling Algorithms to Count Frequent Patterns in Graphs [Conference]. https://www.osti.gov/biblio/1115262 Publication ID: 36311
  • Pinar, A. (2013). Sublinear Algorithms for In-situ &In-transit Data Analysis at Exascale [Conference]. https://www.osti.gov/biblio/1140399 Publication ID: 35229
  • Pinar, A., Kolda, T., Comandur, S., & Comandur, S. (2013). The Block Two-level Erdos Renyi (BTER) Graph Model [Conference]. https://www.osti.gov/biblio/1106519 Publication ID: 34406
  • Pinar, A., Comandur, S., & Comandur, S. (2013). From the Birthday Paradox to a Practical Sublinear Space Streaming Algorithm for Triangle Counting [Conference]. https://www.osti.gov/biblio/1106952 Publication ID: 34422
  • Kolda, T., Pinar, A., Comandur, S., & Comandur, S. (2013). Challenges of Modeling Directed Networks [Conference]. https://www.osti.gov/biblio/1079036 Publication ID: 33495
  • Pinar, A., Comandur, S., & Comandur, S. (2013). Fast Algorithms for Evolving Graphs via Assays Sampling & Theory (FEAST) [Presentation]. https://www.osti.gov/biblio/1661141 Publication ID: 33603
  • Bennett, J., Comandur, S., Pinar, A., & Pinar, A. (2013). A Simple and Efficient Sampling Method for Generating Colormaps of Large Data [Conference]. https://www.osti.gov/biblio/1145407 Publication ID: 33691
  • Pinar, A., Kolda, T., Comandur, S., Plantenga, T., & Plantenga, T. (2013). Analyzing Modeling and Generating BIG Networks [Conference]. https://www.osti.gov/biblio/1078695 Publication ID: 33038
  • Kolda, T., Comandur, S., Pinar, A., & Pinar, A. (2013). A Scalable Null Model to Match All Degree Distributions: In Out and Reciprocal [Conference]. https://www.osti.gov/biblio/1078949 Publication ID: 33332
  • Bennett, J., Comandur, S., Pinar, A., & Pinar, A. (2013). Sublinear Algorithms for In-situ and In-transit Data Analysis at the Extreme-Scale [Conference]. https://www.osti.gov/biblio/1078955 Publication ID: 33382
  • Kolda, T., Pinar, A., & Pinar, A. (2013). On Reciprocity in Massively Multiplayer Online Game Networks. Proposed for publication in arXiv.. https://www.osti.gov/biblio/1069044 Publication ID: 32528
  • Kolda, T., Pinar, A., Plantenga, T., Comandur, S., & Comandur, S. (2013). The Role of Theory and Data Analysis in Generating Massive Realistic Networks [Conference]. https://www.osti.gov/biblio/1072629 Publication ID: 32778
  • Kolda, T., Pinar, A., Comandur, S., Plantenga, T., & Plantenga, T. (2013). Counting Triangles in Massive Graphs with MapReduce. Proposed for publication in arXiv.. https://www.osti.gov/biblio/1072548 Publication ID: 32779
  • Kolda, T., Comandur, S., Pinar, A., Plantenga, T., & Plantenga, T. (2013). Analyzing Modeling and Generating BIG Networks [Conference]. https://www.osti.gov/biblio/1064167 Publication ID: 32296
  • Kolda, T., Pinar, A., Comandur, S., Plantenga, T., & Plantenga, T. (2013). DARPA Site Visit: Fast Algorithms for Evolving Graphs via Assays Sampling & Theory (FEAST) [Presentation]. https://www.osti.gov/biblio/1649831 Publication ID: 31315
  • Comandur, S., Pinar, A., & Pinar, A. (2012). From the Birthday Paradox to a Practical Sublinear Space Streaming Algorithm for Triangle Counting [Presentation]. https://www.osti.gov/biblio/1649751 Publication ID: 26466
  • Pinar, A., Comandur, S., Durak, N., & Durak, N. (2012). A scalable directed graph model with reciprocal edges [Presentation]. https://www.osti.gov/biblio/1686348 Publication ID: 30665
  • Pinar, A., Kolda, T., Comandur, S., & Comandur, S. (2012). CIKM presentation [Conference]. https://www.osti.gov/biblio/1072610 Publication ID: 30739
  • Kolda, T., Plantenga, T., Pinar, A., Comandur, S., Durak, N., & Durak, N. (2012). The Role of Theory and Data Analysis in Generating Massive Realistic Networks [Conference]. https://www.osti.gov/biblio/1062368 Publication ID: 30907
  • Pinar, A., Kolda, T., Comandur, S., & Comandur, S. (2012). The Block Two-level Erdos Renyi (BTER) Graph Model [Conference]. https://www.osti.gov/biblio/1061209 Publication ID: 29569
  • Kolda, T., Pinar, A., & Pinar, A. (2012). Fast triangle counting through wedge sampling [Conference]. https://www.osti.gov/biblio/1294073 Publication ID: 29678
  • Kolda, T., Pinar, A., Comandur, S., Plantenga, T., & Plantenga, T. (2012). Capturing Community Behavior in Very Large Networks [Presentation]. https://www.osti.gov/biblio/1686315 Publication ID: 29844
  • Pinar, A., Kolda, T., Comandur, S., & Comandur, S. (2012). Fast Triangle Counting through Wedge Sampling [Conference]. https://www.osti.gov/biblio/1064197 Publication ID: 28973
  • Pinar, A., Comandur, S., Kolda, T., & Kolda, T. (2012). The Block Two-Level Erd&%23246s-R&%23233nyi (BTER) Graph Model [Conference]. https://www.osti.gov/biblio/1064367 Publication ID: 29026
  • Task, C., Pinar, A., Kolda, T., & Kolda, T. (2012). Parallel Triangle Sampling in Social Networks [Presentation]. https://www.osti.gov/biblio/1649975 Publication ID: 29201
  • Task, C., Kolda, T., Pinar, A., & Pinar, A. (2012). Parallel Triangle Sampling in Social Networks (Presentation) [Presentation]. https://www.osti.gov/biblio/1649977 Publication ID: 29211
  • Chen, R.L.-Y., Fan, N., Pinar, A., & Pinar, A. (2012). N-K-e Survivable Network Design [Conference]. https://www.osti.gov/biblio/1067764 Publication ID: 28475
  • Seshadhri, C., Kolda, T., Pinar, A., & Pinar, A. (2012). Community structure and scale-free collections of Erdos-Rényi graphs [Conference]. Physical Review E – Statistical, Nonlinear, and Soft Matter Physics. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84861848119&origin=inward Publication ID: 28924
  • Pinar, A. (2012). Contingency-constrained Power System Optimization [Conference]. https://www.osti.gov/biblio/1067625 Publication ID: 28205
  • Durak, N., Pinar, A., Comandur, S., & Comandur, S. (2012). The degree relations of triangles in real-world networks and graph models [Conference]. https://www.osti.gov/biblio/1117382 Publication ID: 28377
  • Ray, J., Pinar, A., Comandur, S., & Comandur, S. (2012). Estimating a thinning ratio for a Markov chain of graphs [Conference]. https://www.osti.gov/biblio/1068331 Publication ID: 26946
  • Ray, J., Pinar, A., Comandur, S., & Comandur, S. (2012). Generating independent graphs with prescribed joint degree distribution using a Markov chain sampler [Conference]. https://www.osti.gov/biblio/1069055 Publication ID: 26676
  • Kolda, T., Comandur, S., Pinar, A., & Pinar, A. (2012). The BTER Graph Generator: A Scalable Model with Measurable Community Structure [Conference]. https://www.osti.gov/biblio/1068486 Publication ID: 26939
  • Fan, N., Pinar, A., & Pinar, A. (2011). N-k-epsilon Survivable Power Grid Design [Conference]. https://www.osti.gov/biblio/1113320 Publication ID: 25735
  • Kolda, T., Comandur, S., Pinar, A., & Pinar, A. (2011). The Block Two-Level Erdos-Renyi (BTER) Graph Model [Conference]. https://www.osti.gov/biblio/1111697 Publication ID: 25304
  • Pinar, A. (2011). Models for Generating Large Realistic Graphs [Conference]. https://www.osti.gov/biblio/1106406 Publication ID: 24921
  • Kolda, T., Pinar, A., Comandur, S., & Comandur, S. (2011). The BTER Graph Model: Blocked Two-Level Erdos-Renyi [Conference]. https://www.osti.gov/biblio/1106357 Publication ID: 23976
  • Rocklin, M., Pinar, A., & Pinar, A. (2011). Latent clustering on graphs with multiple edge types [Conference]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=79958227880&origin=inward Publication ID: 21677
  • Pinar, A., Janssen, C., Adalsteinsson, H., Dechev, D., Evensky, D., Kenny, J., Slattengren, N.L., & Slattengren, N.L. (2011). SST/macro: The Structural Simulation Toolkit macroscale components for coarse-grained architecture simulation [Conference]. https://www.osti.gov/biblio/1108194 Publication ID: 22696
  • Pinar, A. (2011). Constructing and Sampling Graphs with a Given Joint Degree Distribution [Conference]. https://www.osti.gov/biblio/1108051 Publication ID: 22803
  • Chen, R.L.-Y., Hough, P., Pinar, A., Siirola, J.D., Watson, J., & Watson, J. (2011). Computational Challenges in Optimization for Electrical Grid Operations and Planning [Conference]. https://www.osti.gov/biblio/1143908 Publication ID: 22848
  • Pinar, A. (2011). Contingency-constrained power systems planning [Conference]. https://www.osti.gov/biblio/1288559 Publication ID: 22886
  • Pinar, A. (2011). An Implicit Optimization Approach for Survivable Network Design [Conference]. https://www.osti.gov/biblio/1108534 Publication ID: 22259
  • Pinar, A. (2011). Constructing and Sampling Graphs with a Prescribed Joint Degree Distribution. ACM Journal on Experimental Algorithmics. https://www.osti.gov/biblio/1108382 Publication ID: 22397
  • Pinar, A., Watson, J., Hough, P., Siirola, J.D., Gray, G., & Gray, G. (2011). Computational Challenges in Optimization for Electrical Grid Operations and Planning [Conference]. https://www.osti.gov/biblio/1108806 Publication ID: 21990
  • Pinar, A. (2011). An O(n) Approximation Algorithmfor Vector Packing. InformationProcessing Letters. https://www.osti.gov/biblio/1109403 Publication ID: 21613
  • Comandur, S., Pinar, A., Kolda, T., & Kolda, T. (2011). A Hitchhiker’s Guide to Choosing Parameters of Stochastic Kronecker Graphs [Conference]. https://www.osti.gov/biblio/1109205 Publication ID: 21713
  • Adalsteinsson, H., Cranford, S., Dechev, D., Evensky, D., Kenny, J., Slattengren, N.L., Pinar, A., & Pinar, A. (2011). SST/macro : [Conference]. https://www.osti.gov/biblio/1289945 Publication ID: 21729
  • Stanton, I., Pinar, A., & Pinar, A. (2011). Sampling graphs with a prescribed joint degree distribution using Markov chains [Conference]. 2011 Proceedings of the 13th Workshop on Algorithm Engineering and Experiments, ALENEX 2011. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84880340035&origin=inward Publication ID: 20495
  • Pinar, A. (2010). The inhibiting bisection problem [Conference]. https://www.osti.gov/biblio/1030393 Publication ID: 20706
  • Pinar, A., Stanton, I., & Stanton, I. (2010). Sampling graphs with a prescribed joint degree distribution using Markov Chains [Conference]. https://www.osti.gov/biblio/1030313 Publication ID: 20585
  • Stanton, I., Pinar, A., & Pinar, A. (2010). Constructing and sampling graphs with a given joint degree distribution [Conference]. https://www.osti.gov/biblio/1030342 Publication ID: 19729
  • Pinar, A., Rocklin, M., & Rocklin, M. (2010). Clustering of graphs with of multiple edge types [Conference]. https://www.osti.gov/biblio/1030224 Publication ID: 19992
  • Pinar, A. (2010). Hypergraph partitioning through vertex separators on graphs. SIAM Journal on Scientific Computing. https://www.osti.gov/biblio/1121973 Publication ID: 20103
  • Siirola, J.D., Adams, B., Collis, S., Griffith, R., Mish, K., Pinar, A., & Pinar, A. (2010). Computational Needs for Design Optimization Control and Analysis of Energy Efficient Buildings [Presentation]. https://www.osti.gov/biblio/1677578 Publication ID: 19049
  • Siirola, J.D., Adams, B., Collis, S., Griffith, R., Mish, K., Pinar, A., & Pinar, A. (2010). Computational Needs for Design Optimization Control and Analysis of Energy Efficient Buildings [Presentation]. https://www.osti.gov/biblio/1677579 Publication ID: 19050
  • Pinar, A. (2010). Scalable methods for representing, characterizing, and generating large graphs [Conference]. https://www.osti.gov/biblio/1021688 Publication ID: 19091
  • Pinar, A., Dunlavy, D., & Dunlavy, D. (2010). Compressively sensed complex networks [Conference]. https://www.osti.gov/biblio/1021676 Publication ID: 19125
  • Adalsteinsson, H., Janssen, C., Cranford, S., Dechev, D., Evensky, D., Kenny, J., Mayo, J., Pinar, A., & Pinar, A. (2010). SST/macroscale. The other simulator [Presentation]. https://www.osti.gov/biblio/1678907 Publication ID: 18418
  • Pinar, A. (2010). Networks in modeling and simulation [Conference]. https://www.osti.gov/biblio/1017020 Publication ID: 18113
  • Pinar, A., Janssen, C., Adalsteinsson, H., Cranford, S., Kenny, J., Evensky, D., Mayo, J., & Mayo, J. (2010). A Simulator for Large-scale Parallel Computer Architectures [Conference]. https://www.osti.gov/biblio/1124345 Publication ID: 17295
  • Barrett, B., Hendrickson, B., Laviolette, R., Leung, V., Mackey, G., Murphy, R., Phillips, C., Pinar, A., & Pinar, A. (2009). LDRD final report : massive multithreading applied to national infrastructure and informatics. https://doi.org/10.2172/993883 Publication ID: 16810
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