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Srinivasan Parthasarathy

  • Professor, Computer Science & Engineering
  • Professor, SBS-Biomedical Informatics
  • 693 Dreese Laboratories
    2015 Neil Ave
    Columbus, OH 43210
  • 614-292-2568

Honors

  • 20120701-20120801

    Google Research Award.

  • 20110101

    Elected to Steering Committee of SIAM Data Mining.

  • 20100101

    Lumley Research Award.

  • 20100101

    Best Paper Award Nomination.

  • 20100101

    IBM Faculty Award.

  • 20090101

    Google Research Award.

  • 20090101

    Best Challenge Entry Award.

  • 20090101

    Award Nomination.

  • 20070101

    IBM Faculty Fellowship Award.

  • 20070101

    Best of IEEE International Conference on Data Mining 2006.

  • 20070101

    Best Paper Award (Applied Research).

  • 20060101

    Award Nomination.

  • 20050101

    Lumley Research Award.

  • 20050101

    Best of SIAM Data Mining.

  • 20050101

    Best Research Paper Award.

  • 20040101

    Early Career Principal Investigator Award.

  • 20040101

    NSF CAREER Award.

  • 20030101

    Best Paper Award.

  • 20020101

    Best Paper Award (Applied Research).

  • 20010101

    Ameritech Faculty Fellowship.

  • 19920101

    STEP Award for Best Undergraduate Honors Project at IIT Roorkee..

Edited Books

2009

  • 2009. "Proceedings of the 9th SIAM International Conference on Data Mining." SIAM Press.

Chapters

2011

  • 2011. "Community Discovery in Social Networks: Applications, Methods and Emerging Trends." In Social Network Data Analytics, edited by Charu Aggarwal,

2009

  • 2009. "A Survey on Mining Biological Graphs." In Graph Mining, edited by C. Aggarwal,

2008

  • 2008. "Architecture Conscious Data Mining: Current Progress and Future Outllook." In Next Generation Data Mining, edited by H. Kargupta et al.,

2006

  • 2006. "A Survey of Distributed Mining of Data Streams." In Data Streams: Models and Algorithms, edited by C. Aggarwal,

2004

  • 2004. "Mining of Complex Evolutionary Phenomena." In Next Generation Data Mining, edited by H. Kargupta, K. Sivakumar and A. Joshi,

2002

  • 2002. "On the Use of Temporally Constrained Associations for Web Log Mining." In Mining Web Data for Usage Patterns and Profiles, edited by B. Masand et al.,

2000

  • 2000. "Sequence Mining in Dynamic and Interactive Environments." In Knowledge Discovery for Business Information Systems, edited by W. Abramowicz and J. Zurada,
  • 2000. "Facilitating Data Mining on a Network of Workstations." In Advances in Distributed and Parallel Knowledge Discovery, edited by P. Chan and H. Kargupta,

1997

  • 1997. "Customized Dynamic Load Balancing for Cluster Computing." In High Performance Cluster Computing: Architectures and Systems: Volume 1, edited by R. Buyya,

Journal Articles

2013

  • Fuhry, D.; Zhang, Y.; Satuluri, V.; Nandi, A. et al., 2013, "PLASMA-HD: Probing the LAttice structure and MAkeup of highdimensional data." Proceedings of the VLDB Endowment 6, no. 12, 1318-1321 - 1318-1321.

2010

  • G. Orair, C. Teixeira, Y. Wang, W. Meira and S. Parthasarathy, 2010, Distance Based Outlier Detection: Consolidation and Renewed Bearing. PVLDB Journal 3, no. 1, 1469-1480 - 1469-1480.
  • Orair, G.H.; Teixeira, C.H.C.; Meira, W.; Wang, Y. et al., 2010, "Distance-based outlier detection: Consolidation and renewed bearing." Proceedings of the VLDB Endowment 3, no. 2, 1469-1480 - 1469-1480.

2009

  • B-C Ooi and S. Parthasarathy, 2009, Data Management on Cloud Computing Platforms: Guest Editorial. IEEE Technical Bulletin on Data Engineering 32, no. 1, 1-82 - 1-82.
  • Tatikonda, S.; Parthasarathy, S., 2009, "Mining rree-structured data on multicore systems." Proceedings of the VLDB Endowment 2, no. 1, 694-705 - 694-705.

2008

2007

2005

  • S. Parthasarathy, W. Wang and M. Zaki, 2005, BIOKDD Workshop Report. ACM Special Interest Group on Knowledge Discovery and Data Mining Newsletter 7, no. 2, 129-131 - 129-131.
  • M. Twa , S. Parthasarathy S, C. Roberts, A. Mahmoud, T. Raasch and M. Bullimore, 2005, "Automated decision tree classification of corneal shape.." Optometry And Vision Science: Official Publication Of The American Academy Of Optometry 82, no. 12, 1038-1046 - 1038-1046.

2001

  • S. Parthasarathy and R. Subramonian, 2001, "An Interactive Resource-Aware Framework for Distributed Data Mining." IEEE Technical Committee on Distributed Processing Letters 24-32 - 24-32.
  • S. Parthasarathy, M. Zaki, M. Ogihara and W. Li, 2001, Parallel data mining for association rules on shared-memory systems. Knowledge and Information Systems 3, no. 1, 1-29 - 1-29.

1999

  • V. Gupta, S. Parthasarathy and M. Zaki, 1999, "Arithmetic and Logic Operations with DNA." American Mathematical Society Series in Discrete Mathematics and Theoretical Computer Science 48, 149-159 - 149-159.

1997

  • M. Zaki, S. Parthasarathy, M. Ogihara, and W. Li, 1997, "Parallel algorithms for discovery of association rules." Data Mining and Knowledge Discovery 1, no. 4, 343-373 - 343-373.

Unknown

  • Liang, J.; Jacobs, P.; Sun, J.; Parthasarathy, S., "Semi-supervised Embedding in Attributed Networks with Outliers."
  • Roychowdhury, A., "Accelerated Stochastic Quasi-Newton Optimization on Riemann Manifolds."
  • Clemons, T.; Faisal, S.M.; Tatikonda, S.; Aggarawl, C. et al., "Hash in a Flash: Hash Tables for Solid State Devices."
  • Purohit, H.; Ruan, Y.; Fuhry, D.; Parthasarathy, S. et al., "On the Role of Social Identity and Cohesion in Characterizing Online Social Communities."
  • Roy, S.; Clemons, T.; Faisal, S.M.; Liu, K. et al., "Elastic Fidelity: Trading-off Computational Accuracy for Energy Reduction."

Presentations

  • "Incremental Mining of Frequent Itemsets & On the Role of Data Mining in BiomedicalInformatics: A tale of two projects." 2002, Presented at Lawrence Livermore National Laboratories Seminar Series,
  • "Invited Speaker: Resource-Aware Data Mining." 2002, Presented at Warren Neel Conference on the New Frontiers of Statistical Data Mining, Knowledge Discovery and E-Business,
  • "Mining Protein Interaction Networks." 2006, Presented at National University of Singapore Seminar Series,
  • "Invited Speaker: Architecture Conscious Data Mining: Current Progress and Future Outlook." 2007, Presented at NSF Next Generation Data Mining 2007,
  • "High Performance Data Mining on Modern and Emerging Architectures." 2007, Presented at IBM T. J. Watson Seminar Series,
  • "Analyzing Protein Interaction Networks: A Case for Ensemble Clustering." 2008, Presented at National University of Singapore Seminar Series,
  • "Towards Visual Knowledge Discovery and Analytics." 2008, Presented at University of Melbourne Seminar Series,
  • Toward Scalable Stochastic Flow Algorithms. 2011, Presented at Laboratory d;Informatique de Grenoble,
  • "Invited Speaker: Resource and Location Aware Data Mining." 2001, Presented at Institute for Operations Research and Management Sciences Annual Conference (INFORMS),
  • "High Performance Data Mining." 2004, Presented at Intel Research Seminar Series,
  • "Data Mining on Modern and Emerging Architectures." 2005, Presented at Indian Institute of Technology, Madras (Chennai), Seminar Series,
  • "Invited Tutorial: High Performance Data Mining: Consolidation and Renewed Bearing." 2006, Presented at Conference on the Management of Data (COMAD),
  • "High Performance Data Mining." 2006, Presented at Central State University,
  • "Invited Keynote: Analyzing Protein Interaction Networks: A Case for Ensemble Clustering." 2007, Presented at IEEE ICDM Workshop on Bioinformatics,
  • "Invited Keynote: Mining and Managing Tree Structured Data Efficiently." 2008, Presented at High Performance Data Mining Workshop,
  • "Exploiting Structural and Spatial Relationships in Analyzing Biomedical Datasets." 2004, Presented at Institute for Operations Research and Management Sciences Annual Conference,,
  • "Invited Speaker: Dynamic Classification of Defect Structures in Molecular Dynamics Simulation Data." 2005, Presented at Interface Conference,
  • "Data Mining on Modern and Emerging Architectures." 2005, Presented at Carnegie Mellon University, Database Seminar Series,
  • "Analyzing Protein Interaction Networks: A Case for Ensemble Clustering." 2007, Presented at University of Notre Dame, Computer Science Seminar Series,
  • "New Results in Architecture-aware and High Performance Data Mining." 2008, Presented at University of Reading, Systems Seminar Series,
  • "Towards Visual Knowledge Discovery and Analytics." 2008, Presented at Brasser Distinguished Seminar Series at the University of Sydney,
  • "Towards Visual Knowledge Discovery and Analytics." 2008, Presented at National University of Singapore Seminar Series,
  • "Faculty Recruiting Talk: Active Mining in a Distributed Setting." 2000, Presented at Ohio State Univ.; Penn State Univ.; Rochester Institute of Tech; Rutgers Univ.; SUNY Buffalo; Univ. of Chicago; Univ. of Delaware; Univ. of Illinois; Univ. of Rochester; Univ. Texas at Dallas; and U. Toronto.,
  • "Invited Speaker: Novel Algorithms for Anomaly Detection using Machine Learning." 2005, Presented at Institute for Operations Research and Management Sciences Annual Conference (INFORMS),
  • "Invited Speaker: High Performance Data Mining: Cache and I/O Conscious Algorithms." 2005, Presented at First Bertinoro Workshop on Data Mining,
  • "Invited Speaker: Architecture Conscious Data Mining: Current Progress and Future Outlook." 2007, Presented at NIPS Workshop on Scalable Machine Learning,
  • "Invited Speaker: Analyzing Protein Interaction Networks: A Case for Ensemble Clustering." 2007, Presented at Institute for Pure and Applied Mathematics, UCLA,
  • "Architecture Conscious Data Mining: Current Progress and Future Outlook." 2008, Presented at National University of Singapore, Seminar Series,
  • "Towards Visual Knowledge Discovery and Analytics." 2009, Presented at Wright State University, Knoesis and Computer Science Seminar Series,
  • "Invited Keynote: Architecture Conscious Data Mining: Consolidation and Renewed Bearing." 2009, Presented at Brazilian National Symposium on Databases (WAAMD),

Papers in Proceedings

2015

  • Buehrer, G.; De Oliveira, R.L.; Fuhry, D.; Parthasarathy, S. "Towards a parameter-free and parallel itemset mining algorithm in linearithmic time." (1 2015).

2014

  • Lourenço, R.; Veloso, A.; Pereira, A.; Meira, W. et al. "Economically-efficient sentiment stream analysis." (1 2014).
  • Ruan, Y.; Parthasarathy, S. "Simultaneous detection of communities and roles from large networks." (1 2014).
  • Obradovic, Z.; Zaki, M.J.; Kamath, C.; Parthasarathy, S. "Welcome letters." (1 2014).
  • Shih, Y.K.; Kim, S.; Ruan, Y.; Cheng, J. et al. "Component detection in directed networks." (1 2014).

2013

  • Shih, Y.K.; Parthasarathy, S. "Identifying protein complexes in AP-MS data with negative evidence via soft markov clustering." (11 2013).

2012

  • Yang, X.; Ghoting, A.; Ruan, Y.; Parthasarathy, S. "A framework for summarizing and analyzing twitter feeds." (9 2012).

2011

  • Satuluri, V.; Parthasarathy, S. "Symmetrizations for clustering directed graphs." (4 2011).
  • Satuluri, V.; Parthasarathy, S.; Ruan, Y. "Local graph sparsification for scalable clustering." (7 2011).
  • Y. Wang, S. Parthasarathy and S. Tatikonda Locality Sensitive Outlier Detection: A Ranking Driven Approach. in International Conference on Data Engineering. http://www.informatik.uni-trier.de/~ley/db/conf/icde/icde2011.html#WangPT11, (4 2011).
  • R. Sakellariou, S. Orlando, J. Larriba-Pey, S. Parthasarathy and D. Zeinalipour-Yazti "Parallel and Distributed Data Management." in Europeam Parallel Processing Conference (EuroPar). (1 2011).
  • V. Satuluri, S. Parthasarathy and Y. Ruan Local Graph Sparsification for Scalable Clustering. in ACM Conference on Management of Data (SIGMOD). http://www.informatik.uni-trier.de/~ley/db/conf/sigmod/sigmod2011.html#SatuluriPR11, (6 2011).
  • Yu-Keng Shih and Srinivasan Parthasarathy "Scalable Multiple Global Network Alignment for Biological Data." in ACM Bioinformatics (BCB). (1 2011).
  • Shih, Y.K.; Parthasarathy, S. "Scalable multiple global network alignment for biological data." (12 2011).
  • V. Satuluri and S. Parthasarathy Symmetrizations for Clustering Directed Graphs. in International Conference on Extending Database Technology. http://www.informatik.uni-trier.de/~ley/db/conf/edbt/edbt2011.html#SatuluriP11, (3 2011).
  • Di Fatta, G.; Liotta, A.; Agoulmine, N.; Agrawal, G. et al. "Preface." (12 2011).
  • X. Yang, S. Parthasarathy and P. Sadayappan "Fast Sparse Matrix Vector Multiplication on GPUS: Implications for Graph Mining." in VLDB Conference, 2011. (9 2011).

2010

  • S. Srihari, S. Chandrashekar and S. Parthasarathy "A Framework for SQL-based Mining of Large Graphs on Relational Databases." in Proceedings of the Pacific Asian Knowledge Discovery in Data (PAKDD) conference. (6 2010).
  • Dhaval Patel, Wynne Hsu, Mong-Li Lee and S. Parthasarathy Lag Patterns in Time Series Databases. in Databases and Expert Systems (DEXA). http://www.informatik.uni-trier.de/~ley/db/conf/dexa/dexa2010-2.html#PatelHLP10, (10 2010).
  • Parthasarathy, S.; Liu, B.; Kamath, C. "Welcome from the conference chairs." (12 2010).
  • Satuluri, V.; Parthasarathy, S.; Ucar, D. "Markov Clustering of protein interaction networks with improved balance and scalability." (10 2010).
  • S. Tatikonda and S. Parthasarathy "Hashing Tree Structured Data: Methods and Applications." in IEEE International Conference on Data Engineering (ICDE). (3 2010).
  • V. Satuluri, S. Parthasarathy and D. Ucar "Markov Clustering of Networks with Improved Balance and Scalability." in ACM Conference on Bioinformatics and Computational Biology. (8 2010).
  • G. Orair, C. Teixeira, Y. Wang, W. Meira and S. Parthasarathy "Distance Based outlier Detection: Consolidation and Renewed Bearing." in Very Large Databases Conference. (10 2010).
  • G. Buehrer, S. Parthasarathy, and S. Tatikonda "A Distributed Placement Service for Graph- Structured and Transactional Datasets." in ACM Symposium on Principles and Practice of Parallel Programming. (1 2010).

2009

  • M. Das and S. Parthasarathy "Anomaly Detection and Spatio-Temporal Analysis of Global Climate System." in 3rd ACM Workshop on Knowledge Discovery from Sensor Data at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Sensor-KDD). (7 2009).
  • Z. Zhang, B. Ooi, S. Parthasarathy and A. Tung "Similarity Search on Bregman Divergence: Towards Non-Metric Indexing." in 35th International Conference on Very Large Databases (VLDB). (8 2009).
  • D. Ucar, A. Beyer, S. Parthasarathy and C. Workman "Predicting Functionality of Protein-DNA Interactions by Integrating Diverse Evidence." in International Conference on Intelligent Systems and Molecular Biology (ISMB). (7 2009).
  • S. Tatikonda and S. Parthasarathy "Mining Tree Structured Data on Multicore Systems." in 35th International Conference on Very Large Databases (VLDB). (8 2009).
  • Das, M.; Parthasarathy, S. "Anomaly detection and spatio-temporal analysis of global climate system." (11 2009).
  • Parthasarathy, S.; Park, H.; Kamath, C. "Message from the conference co-chairs and acknowledgments." (12 2009).

2008

  • Wangt, N.; Parthasarathy, S.; Tan, K.L.; Tung, A.K.H. "CSV: Visualizing and mining cohesive subgraphs." (12 2008).
  • X. Yang, S. Asur, S. Parthasarathy and S. Mehta A visual-analytic toolkit for dynamic interaction graphs.. in Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'08),. http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2008.html#YangAPM08, (1 2008).
  • S. Tatikonda and S. Parthasarathy An adaptive memory conscious approach for mining frequent trees: implications for multi-core architectures. in Proceedings of the 13th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP 2008. http://www.informatik.uni-trier.de/~ley/db/conf/ppopp/ppopp2008.html#TatikondaP08, (1 2008).
  • Yang, X.; Asur, S.; Parthasarathy, S.; Mehta, S. "A visual-analytic toolkit for dynamic interaction graphs." (12 2008).
  • N. Wang, S. Parthasarathy, K-L. Tan and A. Tung CSV: visualizing and mining cohesive subgraphs. in Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2008. http://www.informatik.uni-trier.de/~ley/db/conf/sigmod/sigmod2008.html#WangPTT08, (1 2008).
  • Liu, Z.; Parthasarathy, S.; Ranganathan, A.; Yang, H. "Near-optimal algorithms for shared filter evaluation in data stream systems." (12 2008).
  • Liu, Z.; Parthasarathy, S.; Ranganathan, A.; Yang, H. "A generic flow algorithm for shared filter ordering problems." (12 2008).

2007

  • Ucar, D.; Altiparmak, F.; Ferhatosmanoglu, H.; Parthasarathy, S. "Investigating the use of extrinsic similarity measures for microarray analysis." (1 2007).
  • S. Asur, D. Ucar and S. Parthasarathy "An ensemble framework for clustering protein-protein interaction networks.." in Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB). (1 2007).
  • S. Parthasarathy Data Mining at the Crossroads: Successes, Failures and Learning From Them. in Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2007.html#Parthasarathy07, (1 2007).
  • G. Buehrer, S. Parthasarathy, S. Tatikonda, T. Kurc and J. Saltz Toward terabyte pattern mining: an architecture-conscious solution.. in Proceedings of the 12th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP 2007,. http://www.informatik.uni-trier.de/~ley/db/conf/ppopp/ppopp2007.html#BuehrerPTKS07, (1 2007).
  • A. Ghoting, G. Buehrer, M. Goyder, S. Tatikonda, X. Zhang, S. Parthasarathy, T. Kurc and J. Saltz Knowledge and Cache Conscious Algorithm Design and Systems Support for Data Mining Algorithms.. in Next Generation Software Workshop held with IPDPS 2007. http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdps2007.html#GhotingBGTZPKS07, (1 2007).
  • Ghoting, A.; Buehrer, G.; Goyder, M.; Tatikonda, S. et al. "Knowledge and cache conscious algorithm design and systems support for data mining algorithms." (9 2007).
  • S. Asur and S. Parthasarathy "Correlation-based Feature Partitioning for Rare Event Detection in Wireless Sensor Networks." in In the Proceedings of the 1st ACM Workshop on Knowledge Discovery from Sensor Data at the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Sensor-KDD). (1 2007).

2006

  • X. Zhang, T. Kurc, J. Saltz and S. Parthasarathy Design and analysis of a multi-dimensional data sampling service for large scale data analysis applications. in 20th International Parallel and Distributed Processing Symposium (IPDPS 2006). http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdps2006.html#ZhangKSP06, (1 2006).
  • K. Marsolo, S. Parthasarathy and K. Rao Structure-based querying of proteins using wavelets. in Proceedings of the 2006 ACM International Conference on Information and Knowledge Management (CIKM). http://www.informatik.uni-trier.de/~ley/db/conf/cikm/cikm2006.html#TatikondaPK06, (1 2006).
  • S. Asur, S. Parthasarathy and D. Ucar An Ensemble Approach for Clustering Scale-Free Graphs. in Workshop on Link Analysis: Dynamics and Static of Large Networks (LinkKDD2006). http://kt.ijs.si/Dunja/LinkKDD2006/Papers/asur.pdf, (1 2006).
  • D. Ucar, S. Asur, U. Catalyurek, and S. Parthasarathy Improving Functional Modularity in Protein-Protein Interactions Graphs Using Hub-induced Subgraphs. in 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). http://www.informatik.uni-trier.de/~ley/db/conf/pkdd/pkdd2006.html#UcarACP06, (1 2006).
  • A. Ghoting and S. Parthasarathy Knowledge-Conscious Exploratory Data Clustering. in 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). http://www.informatik.uni-trier.de/~ley/db/conf/pkdd/pkdd2006.html#GhotingP06, (1 2006).
  • S. Tatikonda, S. Parthasarathy and T. Kurc TRIPS and TIDES: New Algorithms for Tree Mining. in Proceedings of the 2006 ACM International Conference on Information and Knowledge Management (CIKM). http://www.informatik.uni-trier.de/~ley/db/conf/cikm/cikm2006.html#TatikondaPK06, (1 2006).
  • S. Asur, P. Raman, M. Otey and S. Parthasarathy "A model-based approach for mining membrane protein crystallization trials.." in Proceedings 14th International Conference on Intelligent Systems for Molecular Biology (ISMB). (1 2006).
  • S. Mehta, S. Parthasarathy and R. Machiraju On Trajectory Representation for Scientific Features.. in Proceedings of the 6th IEEE International Conference on Data Mining (ICDM). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2006.html#MehtaPM06, (1 2006).
  • M. Otey, S. Parthasarathy and D. Trost Dissimilarity Measures for Detecting Hepatotoxicity in Clinical Trial Data. in Proceedings of the Sixth SIAM International Conference on Data Mining (SDM'06),. http://www.informatik.uni-trier.de/~ley/db/conf/sdm/sdm2006.html#OteyPT06, (1 2006).
  • S. Tatikonda, S. Mehta, and S. Parthasarathy Containment Policies for Transmissible Diseases. in Proceedings of SIAM Workshop on Spatial Data Mining. http://www.cs.dartmouth.edu/~cbk/sdm06/tatikonda-mehta-parthasarathy-sdm06.pdf, (1 2006).
  • A. Ghoting, S. Parthasarathy, and M. E. Otey Fast Mining of Distance-Based Outliers in High Dimensional Datasets.. in Proceedings of the Sixth SIAM International Conference on Data Mining (SDM'06). http://www.informatik.uni-trier.de/~ley/db/conf/sdm/sdm2006.html#GhotingPO06, (1 2006).
  • G. Buehrer, S. Parthasarathy, and Y. Chen Adaptive Parallel Graph Mining for CMP Architectures. in Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2006.html#BuehrerPC06, (1 2006).
  • K. Marsolo and S. Parthasarathy On the Use of Structure and Sequence-Based Features for Protein Classification and Retrieval.. in Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2006.html#MarsoloP06, (1 2006).
  • Marsolo, K.; Parthasarathy, S. "Protein classification using summaries of profile-based frequency matrices." (1 2006).
  • Xi, Z.; Kurc, T.; Saltz, J.; Parthasarathy, S. "Design and analysis of a multi-dimensional data sampling service for large scale data analysis applications." (12 2006).
  • Yang, H.; Parthasarathy, S.; Ucar, D. "Protein folding trajectories analysis: Summarization, event detection and consensus partial folding pathway identification." (1 2006).
  • Tatikonda, S.; Parthasarathy, S.; Kurc, T. "TRIPS and TIDES: New algorithms for tree mining." (12 2006).
  • Parthasarathy, S.; Mehta, S.; Srinivasan, S. "Robust periodicity detection algorithms." (12 2006).
  • C. Wang and S. Parthasarathy Learning Approximate MRFs From Large Transaction Data. in 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). http://www.informatik.uni-trier.de/~ley/db/conf/pkdd/pkdd2006.html#WangP06, (1 2006).
  • Marsolo, K.; Parthasarathy, S.; Ramamohanarao, K. "Structure-based querying of proteins using wavelets." (12 2006).
  • S. Parthasarathy, S. Mehta, and S. Srinivasan Robust Periodicity Detection Algorithms. in Proceedings of the 2006 ACM International Conference on Information and Knowledge Management (CIKM). http://www.informatik.uni-trier.de/~ley/db/conf/cikm/cikm2006.html#ParthasarathyMS06, (1 2006).

2005

  • K. Marsolo, S. Parthasarathy, M. Twa and M. Bullimore Classification of Biomedical Data through Model-Based Spatial Averaging.. in Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005). http://www.informatik.uni-trier.de/~ley/db/conf/bibe/bibe2005.html#MarsoloPTB05, (1 2005).
  • M. E. Otey, S. Parthasarathy, and A. Ghoting "An Empirical Comparison of Outlier Detection Algorithms." in ACM SIGKDD 2005 Workshop on Data Mining Methods for Anomaly Detection. (1 2005).
  • H. Yang, S. Parthasarathy, and S. Mehta "Towards Association-based Spatio-temporal Reasoning." in IJCAI2005 Workshop on Spatio-temporal Reasoning. (1 2005).
  • M. Otey and S. Parthasarathy "A Dissimilarity Measure for Comparing Subsets of Data: Application to Multivariate Time Series." in IEEE ICDM Workshop on Temporal Data Mining, 2005. (1 2005).
  • D. Ucar, S. Asur, C. Wang and S. Parthasarathy Effective Pre-Processing Strategies for Functional Clustering of a Protein-Protein Interactions Network.. in Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005). http://www.informatik.uni-trier.de/~ley/db/conf/bibe/bibe2005.html#UcarPAW05, (1 2005).
  • Ghoting, A.; Buehrer, G.; Parthasarathy, S.; Kim, D. et al. "A characterization of data mining algorithms on a modern processor." (12 2005).
  • R. Jin, C. Wang, D. Polshakov, S. Parthasarathy, and G. Agrawal Discovering frequent topological structures from graph datasets. in Eleventh ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'05). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2005.html#JinWPPA05, (1 2005).
  • K. Marsolo, S. Parthasarathy, and C. Ding A Multi-Level Approach to SCOP Fold Recognition.. in Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005). http://www.informatik.uni-trier.de/~ley/db/conf/bibe/bibe2005.html#MarsoloPD05, (1 2005).
  • K. Marsolo, S. Parthasarathy, M. Twa, and M. Bullimore A Model-Based Approach to Visualizing Classification Decisions for Patient Diagnosis.. in 10th Conference on Artificial Intelligence in Medicine, AIME 2005. http://www.informatik.uni-trier.de/~ley/db/conf/aime/aime2005.html#MarsoloPTB05, (1 2005).
  • H. Wang, A. Ghoting, G. Buehrer, S. Tatikonda, S. Parthasarathy, T. Kurc, and J. Saltz A Services Oriented Framework for Next Generation Data Analysis Centers.. in IEEE IPDPS Next Generation Software Workshop. http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdps2005.html#WangGBTPKS05, (1 2005).
  • Parthasarathy, S.; Wang, W.; Zaki, M. "BIOKDD05: Workshop on data mining in bioinformatics august 21, 2005 chicago, il, usa." (12 2005).
  • Marsolo, K.; Parthasarathy, S.; Twa, M.; Bullimore, M.A. "Classification of biomedical data through model-based spatial averaging." (12 2005).
  • Jin, R.; Wang, C.; Polshakov, D.; Parthasarathy, S. et al. "Discovering frequent topological structures from graph datasets." (12 2005).
  • A. Ghoting, G. Buehrer, S. Parthasarathy, D. Kim, A. Nguyen, Y. Chen, and P . Dubey A Characterization of Data Mining Workloads on a Modern Processor. in Workshop on Data Management on New Hardware, DaMoN 2005. http://www.informatik.uni-trier.de/~ley/db/conf/damon/damon2005.html#GhotingBPKNCD05, (1 2005).
  • S.Mehta, S.Barr, A.Choy, H.Yang, S.Parthasarathy, R.Machiraju, and J.Wilkins Dynamic Classification of Anomalous Structures in Molecular Dynamics Simulation Data. in 2005 SIAM International Conference on Data Mining (SDM'05). http://www.informatik.uni-trier.de/~ley/db/conf/sdm/sdm2005.html#MehtaBCYPMW05, (1 2005).

2004

2003

2002

  • S. Parthasarathy and M. Coatney Efficient Discovery of Common Substructures in Macromolecules. in IEEE International Conference on Data Mining (ICDM). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2002.html#ParthasarathyC02, (1 2002).
  • H. Yang, S. Parthasarathy and S. Reddy "On the use of temporally constrained associations for web log mining." in Workshop on Web Mining for Usage Patterns and User Profiles (WEBKDD). (1 2002).
  • M. Coatney, S. Mehta, S. Barr, A. Choy, S. Parthasarathy, R. Machiraju, and J. Wilkins "Defect Detection in Silicon and Alloys." in IEEE Workshop on Visualization in Bioinformatics and Cheminformatics. (1 2002).
  • S. Parthasarathy and A. Ramakrishnan Parallel Incremental 2D-Discretization on Dynamic Datasets. in International Parallel and Distributed Processing Symposium (IPDPS). http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdps2002.html#ParthasarathyR02, (1 2002).
  • M. Otey, R. Noronha, G. Li, S. Parthasarathy, D. Panda "NIC-based Intrusion Detection: A feasibility study." in Workshop on Data Mining for Cyber Threat Analysis. (1 2002).
  • S. Parthasarathy Efficient Progressive Sampling for Association Rules. in IEEE International Conference on Data Mining (ICDM). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2002.html#Parthasarathy02, (1 2002).
  • A. Veloso, W. Meira, M. Carvalho, B. Possas, S. Parthasarathy and M. Zaki Mining Frequent Itemsets in Evolving Databases. in SIAM International Conference on Data Mining (SDM'02). http://www.informatik.uni-trier.de/~ley/db/conf/sdm/sdm2002.html#VelosoMCPPZ02, (1 2002).

2001

  • Aggarwal, C.C.; Parthasarathy, S. "Mining massively incomplete data sets by conceptual reconstruction." (12 2001).
  • Y.C. Fang, S. Parthasarathy, and F. Schwartz "Using Clustering to Boost Text Classification." in IEEE ICDM Workshop on Text Mining (TextDM'01). (1 2001).
  • C. Aggarwal and S. Parthasarathy Mining massively incomplete data sets by conceptual reconstruction.. in Seventh ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'01). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2001.html#AggarwalP01, (1 2001).
  • S. Parthasarathy and S. Dwarkadas Shared State for Client-Server Mining. in SIAM International Conference on Data Mining (SDM'01). http://www.siam.org/meetings/sdm01/pdf/sdm01_18.pdf, (1 2001).
  • H. Li and S. Parthasarathy "Automatically Deriving Multi-level Protein Structures through Data Mining." in High Performance Computing Workshop on Bioinformatics and Computational Biology. (1 2001).

2000

  • E. Pinheiro, D. Chen, S. Dwarkadas, S. Parthasarathy, and M. L. Scott "S-DSM for Heterogeneous Machine Architectures." in 2nd Workshop on Software Distributed Shared Memory. (1 2000).
  • S. Parthasarathy and M. Ogihara Clustering Distributed Homogeneous Datasets. in Principles of Data Mining and Knowledge Discovery (PKDD). http://www.informatik.uni-trier.de/~ley/db/conf/pkdd/pkdd2000.html#ParthasarathyO00, (1 2000).
  • D. Chen, S. Dwarkadas, E. Pinheiro, S. Parthasarathy and M. Scott InterWeave: A Middleware System for Distributed Shared State. in Languages, Compilers, and Run-Time Systems for Scalable Computers. http://www.informatik.uni-trier.de/~ley/db/conf/lcr/lcr2000.html#ChenDPPS00, (1 2000).

1999

  • S. Parthasarathy and R. Subramonian "Facilitating Data Mining on a Network of Workstations." in IASTED International Conference on Parallel and Distributed Systems (PDCS). (1 1999).

1998

  • Parthasarathy, S.; Dwarkadas, S. "InterAct: Virtual sharing for interactive client-server applications." (12 1998).
  • S. Parthasarathy, M. Zaki and W. Li Memory Placement Techniques for Parallel Association Mining. in Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd98.html#ParthasarathyZL98, (1 1998).
  • R. Subramonian and S. Parthasarathy "A Framework for Distributed Data Mining." in International Workshop on Distributed Data Mining. (1 1998).
  • S. Parthasarathy, R. Subramonian and R. Venkata "Generalized Discretization for Summarization and Classification." in 3rd International Conference on the Practical Applications of Knowledge Discovery and Data mining (PADD98). (1 1998).
  • S. Parthasarathy and S. Dwarkadas InterAct: Virtual Sharing for Interactive Client-Server Applications. in Languages, Compilers, and Run-Time Systems for Scalable Computers. http://www.informatik.uni-trier.de/~ley/db/conf/lcr/lcr98.html#ParthasarathyD98, (1 1998).

1997

1996

  • S. Parthasarathy, W. Li, M. Cierniak and M. Zaki "Compile-Time Inter-Query Dependence Analysis,." in IEEE Symposium on Parallel and Distributed Processing (SPDP). (1 1996).
  • M. Zaki, M. Ogihara, S. Parthasarathy, and W. Li Parallel Data Mining for Association Rules on Shared-memory Multi-processors. in Proceedings of ACM/IEEE Supercomputing (SC'96). http://www2.computer.org/portal/web/csdl/doi/10.1109/SC.1996.29, (1 1996).
  • M. Zaki, W. Li, and S. Parthasarathy Customized Dynamic Load Balancing for a Network of Workstations. in 5th IEEE International Symposium on High-Performance Distributed Computing (HPDC). http://www.informatik.uni-trier.de/~ley/db/conf/hpdc/hpdc1996.html#ZakiLP96, (1 1996).
  • M. L. Scott, W. Li, L. Kontothanassis, G. Hunt, M. Michael, R. Stets, N. Hardavellas, W. Meira Jr., A. Poulos, M. Cierniak, S. Parthasarathy, and M. Zaki "Implementation of Cashmere." in Workshop on Scalable Shared Memory Multiprocessors, Held in conjunction with ASPLOS '96.. (1 1996).

Unknown

  • Parthasarathy, S.; Sivakoff, D.; Tian, M.; Wang, Y. "A quest to unravel the metric structure behind perturbed networks." in Symposium on Computational Geometry (SoCG).