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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

  • 2012

    Google Research Award. .

  • 2011

    Elected to Steering Committee of SIAM Data Mining. .

  • 2010

    Lumley Research Award. .

  • 2010

    IBM Faculty Award. .

  • 2010

    Best Paper Award Nomination. .

  • 2009

    Award Nomination. .

  • 2009

    Google Research Award. .

  • 2009

    Best Challenge Entry Award. .

  • 2007

    IBM Faculty Fellowship Award. .

  • 2007

    Best of IEEE International Conference on Data Mining 2006. .

  • 2007

    Best Paper Award (Applied Research). .

  • 2006

    Award Nomination. .

  • 2005

    Best Research Paper Award. .

  • 2005

    Lumley Research Award. .

  • 2005

    Best of SIAM Data Mining. .

  • 2004

    NSF CAREER Award. .

  • 2004

    Early Career Principal Investigator Award. .

  • 2003

    Best Paper Award. .

  • 2002

    Best Paper Award (Applied Research). .

  • 2001

    Ameritech Faculty Fellowship. .

  • 1992

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

Edited Books

2010

  • 2010. "Proceedings of the 10th SIAM International Conference on Data Mining." Columbus: SIAM Press.

2009

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

2007

  • 2007. "Proceedings of the 7th SIAM International Conference on Data Mining." Minneapolis: SIAM Press.

Chapters

2011

  • S. Parthasarathy, Y. Ruan and V. Satuluri. 2011. "Community Discovery in Social Networks: Applications, Methods and Emerging Trends." In Social Network Data Analytics, edited by Charu Aggarwal, New York: Springer.

2009

  • S. Parthasarathy, S. Tatikonda and D. Ucar. 2009. "A Survey on Mining Biological Graphs." In Graph Mining, edited by C. Aggarwal, Berlin: Springer Verlag.

2008

  • S. Parthasarathy, S. Tatikonda, G. Buehrer and A. Ghoting. 2008. "Architecture Conscious Data Mining: Current Progress and Future Outllook." In Next Generation Data Mining, edited by H. Kargupta et al., 261 - 280. Boca Raton: Chapman & Hall -- CRC Publishers.

2006

  • S. Parthasarathy, A. Ghoting, and M. E. Otey. 2006. "A Survey of Distributed Mining of Data Streams." In Data Streams: Models and Algorithms, edited by C. Aggarwal, 289 - 308. Berlin: Springer-Verlag.

2004

  • R. Machiraju, S. Parthasarathy, J. Wilkins, D. Thompson, B. Gatlin, D. Richie, T. Choy, M. Jiang, S. Mehta, M. Coatney, and S. Barr. 2004. "Mining of Complex Evolutionary Phenomena." In Next Generation Data Mining, edited by H. Kargupta, K. Sivakumar and A. Joshi, Chapter 15 - Boston: MIT Press.

2002

  • H. Yang and S. Parthasarathy. 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., 100 - 118. Berlin: Springer Verlag.

2000

  • S. Parthasarathy, M. J. Zaki, M. Ogihara, and S. Dwarkadas. 2000. "Sequence Mining in Dynamic and Interactive Environments." In Knowledge Discovery for Business Information Systems, edited by W. Abramowicz and J. Zurada, 377 - 396. USA: Kluwer Academic Publishers.
  • S. Parthasarathy, S. Dwarkadas and M. Ogihara. 2000. "Active Mining in a Distributed Setting." In Large-Scale Parallel Data Mining, edited by M. Zaki and H. Ho, 65 - 82. Berlin: Springer Verlag.
  • S. Parthasarathy and R. Subramonian. 2000. "Facilitating Data Mining on a Network of Workstations." In Advances in Distributed and Parallel Knowledge Discovery, edited by P. Chan and H. Kargupta, 229 - 254. Boston: MIT/AAAI Press.

1997

  • M. Zaki, S. Parthasarathy, and W. Li. 1997. "Customized Dynamic Load Balancing for Cluster Computing." In High Performance Cluster Computing: Architectures and Systems: Volume 1, edited by R. Buyya, 582 - 607. Princeton: Prentice Hall.
  • M. Zaki, S. Parthasarathy, M. Ogihara and W. Li. 1997. "Parallel Algorithms for Discovery of Association Rules." In Scalable High Performance Computing for Knowledge Discovery and Data Mining, edited by P. Stolorz and R. Musick, Chapter 1 - Hingham: Kluwer Academic Publishers.

Journal Articles

2012

  • Shih,Yu-Keng; Parthasarathy,Srinivasan, 2012, "A single source k-shortest paths algorithm to infer regulatory pathways in a gene network." BIOINFORMATICS 28, no. 12, I49 - I58.

2011

2010

  • Buehrer,Gregory; Parthasarathy,Srinivasan; Tatikonda,Shirish, 2010, "A Distributed Placement Service for Graph-Structured and Tree-Structured Data." ACM SIGPLAN NOTICES 45, no. 5, 355 - 356.
  • 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.

2009

2008

2007

2006

2005

  • F. Schwartz, Y. Fang and S. Parthasarathy, 2005, "Patterns of Evolution of Research Strands in Hydrological Sciences." Journal of Hydrogeology 13, 25 - 36.
  • 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.
  • S. Mehta, S. Parthasarathy and H. Yang, 2005, Toward unsupervised correlation preserving discretization. IEEE Transactions on Knowledge and Data Engineering 17, no. 9, 1174 - 1185.
  • M. Coatney and S. Parthasarathy, 2005, MotifMiner: efficient discovery of common substructures in biochemical molecules. Knowledge and Information Systems 7, no. 2, 202 - 223.
  • 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.

2004

2003

2002

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.
  • 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.

2000

  • Parthasarathy,Srinivasan; Ogihara,Mitsunori, 2000, "Clustering Distributed Homogeneous Datasets." LECTURE NOTES IN COMPUTER SCIENCE 1910, 566 - 574.

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.

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.
  • M. Zaki, W. Li and S. Parthasarathy, 1997, Customized dynamic load balancing for a network of workstations. Journal of Parallel and Distributed Computing 43, no. 2, 156 - 162.

1996

Unknown

  • S. Asur, S. Parthasarathy and D. Ucar, "An Event Based Framework for Characterizing the Evolutionary Behavior of Interaction Graphs." ACM Transactions on Knowledge Discovery from Data (TKDD)

Presentations

  • "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: Architecture Conscious Data Mining: Current Progress and Future Outlook." 2007, Presented at NIPS Workshop on Scalable Machine Learning, CA|CAN
  • "Invited Speaker: Analyzing Protein Interaction Networks: A Case for Ensemble Clustering." 2007, Presented at Institute for Pure and Applied Mathematics, UCLA,
  • "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, US|USA
  • "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." 2009, Presented at Wright State University, Knoesis and Computer Science Seminar Series,
  • "Towards Visual Knowledge Discovery and Analytics." 2008, Presented at University of Melbourne Seminar Series, Melbourne, AU|AUS
  • "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), N. Delhi, IN|IND
  • "High Performance Data Mining." 2006, Presented at Central State University,
  • "Architecture Conscious Data Mining: Current Progress and Future Outlook." 2008, Presented at National University of Singapore, Seminar Series,
  • "Invited Keynote: Analyzing Protein Interaction Networks: A Case for Ensemble Clustering." 2007, Presented at IEEE ICDM Workshop on Bioinformatics,
  • "High Performance Data Mining." 2004, Presented at Intel Research Seminar Series, Santa Clara, US|USA
  • "Data Mining on Modern and Emerging Architectures." 2005, Presented at Carnegie Mellon University, Database Seminar Series, Pittsburgh, US|USA
  • "Towards Visual Knowledge Discovery and Analytics." 2008, Presented at Brasser Distinguished Seminar Series at the University of Sydney, Sydney, AU|AUS
  • "Towards Visual Knowledge Discovery and Analytics." 2008, Presented at National University of Singapore Seminar Series,
  • "Invited Speaker: Resource and Location Aware Data Mining." 2001, Presented at Institute for Operations Research and Management Sciences Annual Conference (INFORMS),
  • "Mining Protein Interaction Networks." 2006, Presented at National University of Singapore Seminar Series, SG|SGP
  • "Invited Keynote: Mining and Managing Tree Structured Data Efficiently." 2008, Presented at High Performance Data Mining Workshop, Pisa, IT|ITA
  • Toward Scalable Stochastic Flow Algorithms. 2011, Presented at Laboratory d;Informatique de Grenoble, Grenoble, FR|FRA
  • "Exploiting Structural and Spatial Relationships in Analyzing Biomedical Datasets." 2004, Presented at Institute for Operations Research and Management Sciences Annual Conference,,
  • "Analyzing Protein Interaction Networks: A Case for Ensemble Clustering." 2008, Presented at National University of Singapore Seminar Series,
  • "Invited Keynote: Architecture Conscious Data Mining: Consolidation and Renewed Bearing." 2009, Presented at Brazilian National Symposium on Databases (WAAMD), Fortaleza, BR|BRA
  • "Invited Speaker: Architecture Conscious Data Mining: Current Progress and Future Outlook." 2007, Presented at NSF Next Generation Data Mining 2007, Baltimore, US|USA
  • "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." 2007, Presented at University of Notre Dame, Computer Science Seminar Series,
  • "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: Dynamic Classification of Defect Structures in Molecular Dynamics Simulation Data." 2005, Presented at Interface Conference,
  • "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,

Papers in Proceedings

2012

  • Shih,Yu-Keng; Parthasarathy,Srinivasan "Identifying functional modules in interaction networks through overlapping Markov clustering." JOURNAL: "BIOINFORMATICS." in 11th European Conference on Computational Biology (ECCB) / Conference of the Intelligent Systems in Molecular Biology (ISMB). (9 2012). I473 - I479.

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). 410 - 421.
  • 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). 343 - 354.
  • 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). 316 -
  • X. Yang, S. Parthasarathy and P. Sadayappan "Fast Sparse Matrix Vector Multiplication on GPUS: Implications for Graph Mining." in VLDB Conference, 2011. (9 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). 721 - 732.
  • Yu-Keng Shih and Srinivasan Parthasarathy "Scalable Multiple Global Network Alignment for Biological Data." in ACM Bioinformatics (BCB). (1 2011). to appear -

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). 209 - 224.
  • 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).
  • 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). to appear -
  • 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). 355 - 356.
  • S. Tatikonda and S. Parthasarathy "Hashing Tree Structured Data: Methods and Applications." in IEEE International Conference on Data Engineering (ICDE). (3 2010). 429 - 440.
  • 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). to appear -

2009

  • Q. Tran, C-Y Chan and S. Parthasarathy Query by Output. in Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2009. http://www.informatik.uni-trier.de/~ley/db/conf/sigmod/sigmod2009.html#TranCP09, (7 2009). 535 - 548.
  • S. Asur and S. Parthasarathy A Viewpoint-based Approach for Interaction Graph Analysis. in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD09). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2009.html#AsurP09, (7 2009). 79 - 88.
  • V. Satuluri and S. Parthasarathy Scalable graph clustering using stochastic flows: applications to community discovery. in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD09). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2009.html#SatuluriP09, (7 2009). 737 - 746.
  • S. Tatikonda and S. Parthasarathy "Mining Tree Structured Data on Multicore Systems." in 35th International Conference on Very Large Databases (VLDB). (8 2009). 694 - 705.
  • 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). 8 pages. -
  • 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). 13 - 24.
  • D. Ucar, F. Altiparmak, H. Ferhatosmanoglu and S. Parthasarathy Mutual Information Based Extrinsic Similarity for Microarray Analysis. in International Conference on Bioinformatics and Computational Biology. http://www.informatik.uni-trier.de/~ley/db/conf/bicob/bicob2009.html#UcarAFP09, (4 2009). 424 - 436.
  • 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). 37 - 44.

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). 445 - 458.
  • D. Brian Larkins, J. Dinan, S. Krishnamoorthy, S. Parthasarathy, A. Rountev and P. Sadayappan: Global trees: a framework for linked data structures on distributed memory parallel systems.. in Proceedings of the ACM/IEEE Conference on High Performance Computing, SC 2008. http://www.informatik.uni-trier.de/~ley/db/conf/sc/sc2008.html#LarkinsDKPRS08, (1 2008). Electronic Edition ID: 57 (13 pages). -
  • G. Buehrer, S. Parthasarathy and M. Goyder Data mining on the cell broadband engine. in Proceedings of the 22nd Annual International Conference on Supercomputing, ICS 2008. http://www.informatik.uni-trier.de/~ley/db/conf/ics/ics2008.html#BuehrerPG08, (1 2008). 26 - 35.