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Srinivasan Parthasarathy

  • Professor, SBS-Biomedical Informatics
  • Professor, Computer Science & Engineering
  • 691 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

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

  • 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

2016

  • Bandyopadhyay, B.; Fuhry, D.; Chakrabarti, A.; Parthasarathy, S. "Topological Graph Sketching for Incremental and Scalable Analytics." in 25th ACM International Conference on Information and Knowledge Management (CIKM). (1 2016).
  • Mahajan, D.; Kolathur, V.; Bansal, C.; Parthasarathy, S. et al. "Hashtag Recommendation for Enterprise Applications." (1 2016).
  • Bandyopadhyay, B.; Fuhry, D.; Chakrabarti, A.; Parthasarathy, S. et al. "Topological Graph Sketching for Incremental and Scalable Analytics." (1 2016).
  • Mahajan, D.; Kolathur, V.; Bansal, C.; Parthasarathy, S. et al. "Hashtag Recommendation for Enterprise Applications." in 25th ACM International Conference on Information and Knowledge Management (CIKM). (1 2016).
  • Bandyopadhyay, B.; Fuhry, D.; Chakrabarti, A.; Parthasarathy, S. "Topological graph sketching for incremental and scalable analytics." (10 2016).
  • Mahajan, D.; Kolathur, V.; Bansal, C.; Parthasarathy, S. et al. "Hashtag recommendation for enterprise applications." (10 2016).

2015

  • Faisal, S.M.; Tziantzioulis, G.; Gok, A.M.; Hardavellas, N. et al. "Edge importance identification for energy efficient graph processing." (12 2015).
  • Liu, X.; Parthasarathy, S.; Shen, H.W.; Hu, Y. "GalaxyExplorer: Influence-driven visual exploration of context-specific social media interactions." (5 2015).
  • Liu, X.; Parthasarathy, S.; Shen, H-W.; Hu, Y. "GalaxyExplorer: Influence-Driven Visual Exploration of Context-Specific Social Media Interactions." in 24th International Conference on World Wide Web (WWW). (1 2015).
  • Liu, X.; Parthasarathy, S.; Shen, H-W.; Hu, Y. et al. "GalaxyExplorer: Influence-Driven Visual Exploration of Context-Specific Social Media Interactions." (1 2015).
  • Faisal, S.M.; Tziantzioulis, G.; Gok, A.M.; Hardavellas, N. et al. "Edge Importance Identification for Energy Efficient Graph Processing." (1 2015).
  • Faisal, S.M.; Tziantzioulis, G.; Gok, A.M.; Hardavellas, N. et al. "Edge Importance Identification for Energy Efficient Graph Processing." in IEEE International Conference on Big Data. (1 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

  • Shih, Y.K.; Kim, S.; Ruan, Y.; Cheng, J. et al. "Component detection in directed networks." (1 2014).
  • Jr, L.R.; Veloso, A.; Pereira, A.; Jr, M.W. et al. "Economically-Efficient Sentiment Stream Analysis." (1 2014).
  • Obradovic, Z.; Zaki, M.J.; Kamath, C.; Parthasarathy, S. "Welcome letters." (1 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).
  • Lourenco, R.; Veloso, A.; Pereira, A.; Meira, W. et al. "Economically-Efficient Sentiment Stream Analysis." in 37th Annual International ACM Special Interest Group on Information Retrieval Conference on Research and Development in Information Retrieval. (1 2014).

2013

  • Clemons, T.; Faisal, S.M.; Tatikonda, S.; Aggarwal, C. et al. "Hash in a Flash: Hash Tables for Flash Devices." (1 2013).
  • Shih, Y.K.; Parthasarathy, S. "Identifying protein complexes in AP-MS data with negative evidence via soft markov clustering." (11 2013).
  • Clemons, T.; Faisal, S.M.; Tatikonda, S.; Aggarwal, C. et al. "Hash in a flash: Hash tables for flash devices." (12 2013).
  • Clemons, T.; Faisal, S.M.; Tatikonda, S.; Aggarwal, C. et al. "Hash in a Flash: Hash Tables for Flash Devices." in IEEE International Conference on Big Data (Big Data). (1 2013).

2012

  • Yang, X.; Ghoting, A.; Ruan, Y.; Parthasarathy, S. "A framework for summarizing and analyzing twitter feeds." (9 2012).
  • Zhang, Y.; Parthasarathy, S. "Extracting Analyzing and Visualizing Triangle K-Core Motifs within Networks." in 28th IEEE International Conference on Data Engineering (ICDE). (1 2012).
  • Zhang, Y.; Parthasarathy, S.; IEEE, "Extracting Analyzing and Visualizing Triangle K-Core Motifs within Networks." (1 2012).
  • Zhang, Y.; Parthasarathy, S. "Extracting analyzing and visualizing triangle K-core motifs within networks." (7 2012).

2011

  • Wang, Y.; Parthasarathy, S.; Tatikonda, S.; IEEE, "Locality Sensitive Outlier Detection: A Ranking Driven Approach." (1 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).
  • Satuluri, V.; Parthasarathy, S. "Symmetrizations for clustering directed graphs." (4 2011).
  • Wang, Y.; Parthasarathy, S.; Tatikonda, S. "Locality Sensitive Outlier Detection: A Ranking Driven Approach." in IEEE 27th International Conference on Data Engineering (ICDE 2011). (1 2011).
  • Wang, Y.; Parthasarathy, S.; Tatikonda, S. "Locality sensitive outlier detection: A ranking driven approach." (6 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).
  • 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).
  • 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).
  • Yu-Keng Shih and Srinivasan Parthasarathy "Scalable Multiple Global Network Alignment for Biological Data." in ACM Bioinformatics (BCB). (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).
  • Shih, Y.K.; Parthasarathy, S. "Scalable multiple global network alignment for biological data." (12 2011).
  • Di Fatta, G.; Liotta, A.; Agoulmine, N.; Agrawal, G. et al. "Preface." (12 2011).

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).
  • Buehrer, G.; Parthasarathy, S.; Tatikonda, S. "A distributed placement service for graph-structured and tree-structured data." (3 2010).
  • Buehrer, G.; Parthasarathy, S.; Tatikonda, S.; ACM, "A Distributed Placement Service for Graph-Structured and Tree-Structured Data." (1 2010).
  • Tatikonda, S.; Parthasarathy, S. "Hashing Tree-Structured Data: Methods and Applications." in 26th IEEE International Conference on Data Engineering (ICDE 2010). (1 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).
  • Satuluri, V.; Parthasarathy, S.; Ucar, D. "Markov Clustering of protein interaction networks with improved balance and scalability." (10 2010).
  • Srihari, S.; Chandrashekar, S.; Parthasarathy, S. "A framework for SQL-based mining of large graphs on relational databases." (12 2010).
  • Srihari, S.; Chandrashekar, S.; Parthasarathy, S. "A Framework for SQL-Based Mining of Large Graphs on Relational Databases." (1 2010).
  • "Proceedings of the 10th SIAM International Conference on Data Mining." (1 2010).
  • Tatikonda, S.; Parthasarathy, S.; IEEE, "Hashing Tree-Structured Data: Methods and Applications." (1 2010).
  • Tatikonda, S.; Parthasarathy, S. "Hashing tree-structured data: Methods and applications." (6 2010).
  • Sakellariou, R.; Orlando, S.; Larriba-Pey, J.L.; Parthasarathy, S. et al. "Parallel and Distributed Data Management." (1 2010).
  • Srihari, S.; Chandrashekar, S.; Parthasarathy, S. "A Framework for SQL-Based Mining of Large Graphs on Relational Databases." in 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining. (1 2010).
  • Sakellariou, R.; Orlando, S.; Larriba-Pey, J.L.; Parthasarathy, S. et al. "Parallel and distributed data management." (11 2010).
  • Patel, D.; Hsu, W.; Lee, M.L.; Parthasarathy, S. "Lag patterns in time series databases." (11 2010).
  • Patel, D.; Hsu, W.; Lee, M.L.; Parthasarathy, S. "Lag Patterns in Time Series Databases." in 21st International Conference on Database and Expert systems Applications. (1 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).
  • 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).
  • Patel, D.; Hsu, W.; Lee, M.L.; Parthasarathy, S. "Lag Patterns in Time Series Databases." (1 2010).
  • Parthasarathy, S.; Liu, B.; Kamath, C. "Welcome from the conference chairs." (12 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).
  • Buehrer, G.; Parthasarathy, S.; Tatikonda, S. "A Distributed Placement Service for Graph-Structured and Tree-Structured Data." in 15th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. (1 2010).
  • Sakellariou, R.; Orlando, S.; Larriba-Pey, J.L.; Parthasarathy, S. et al. "Parallel and Distributed Data Management." in 16th International Euro-Par Conference on Parallel Processing. (1 2010).
  • S. Tatikonda and S. Parthasarathy "Hashing Tree Structured Data: Methods and Applications." in IEEE International Conference on Data Engineering (ICDE). (3 2010).

2009

  • 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).
  • Ucar, D.; Altiparmak, F.; Ferhatosmanoglu, H.; Parthasarathy, S. "Mutual Information Based Extrinsic Similarity for Microarray Analysis." (1 2009).
  • 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).
  • Tran, Q.T.; Chan, C-Y.; Parthasarathy, S.; ACM, "Query by Output." (1 2009).
  • 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).
  • Tran, Q.T.; Chan, C.Y.; Parthasarathy, S. "Query by output." (12 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).
  • Satuluri, V.; Parthasarathy, S.; ACM, "Scalable Graph Clustering Using Stochastic Flows: Applications to Community Discovery." (1 2009).
  • Ucar, D.; Altiparmak, F.; Ferhatosmanoglu, H.; Parthasarathy, S. "Mutual Information Based Extrinsic Similarity for Microarray Analysis." in 1st International Conference on Bioinformatics and Computational Biology. (1 2009).
  • Quoc, T.T.; Chan, C-Y.; Parthasarathy, S. "Query by Output." in 35th ACM SIGMOD Conference. (1 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).
  • Asur, S.; Parthasarathy, S.; ACM, "A Viewpoint-based Approach for Interaction Graph Analysis." (1 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).
  • Asur, S.; Parthasarathy, S. "A viewpoint-based approach for interaction graph analysis." (11 2009).
  • Parthasarathy, S.; Park, H.; Kamath, C. "Message from the conference co-chairs and acknowledgments." (12 2009).
  • Satuluri, V.; Parthasarathy, S. "Scalable Graph Clustering Using Stochastic Flows: Applications to Community Discovery." in 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. (1 2009).
  • Asur, S.; Parthasarathy, S. "A Viewpoint-based Approach for Interaction Graph Analysis." in 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. (1 2009).
  • Satuluri, V.; Parthasarathy, S. "Scalable graph clustering using stochastic flows: Applications to community discovery." (11 2009).
  • Das, M.; Parthasarathy, S. "Anomaly detection and spatio-temporal analysis of global climate system." (11 2009).
  • Ucar, D.; Altiparmak, F.; Ferhatosmanoglu, H.; Parthasarathy, S. "Mutual information based extrinsic similarity for microarray analysis." (8 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).

2008

  • Tatikonda, S.; Parthasarathy, S. "An adaptive memory conscious approach for mining frequent trees implications for multi-core architectures." (12 2008).
  • Wangt, N.; Parthasarathy, S.; Tan, K.L.; Tung, A.K.H. "CSV: Visualizing and mining cohesive subgraphs." (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).
  • 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).
  • Yang, X.; Asur, S.; Parthasarathy, S.; Mehta, S. "A visual-analytic toolkit for dynamic interaction graphs." (12 2008).
  • Buehrer, G.; Parthasarathy, S.; Goyder, M.; ACM, "Data Mining on the Cell Broadband Engine." (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).
  • Liu, Z.; Parthasarathy, S.; Ranganathan, A.; Yang, H. "A generic flow algorithm for shared filter ordering problems." (12 2008).
  • Liu, Z.; Parthasarathy, S.; Ranganathan, A.; Yang, H. "Near-optimal algorithms for shared filter evaluation in data stream systems." (12 2008).
  • Buehrer, G.; Parthasarathy, S.; Goyder, M. "Data mining on the cell broadband engine." (12 2008).
  • Tatikonda, S.; Parthasarathy, S. "An Adaptive Memory Conscious Approach for Mining Frequent Trees Implications for Multi-core Architectures." in ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP 08). (1 2008).
  • Buehrer, G.; Parthasarathy, S.; Goyder, M. "Data Mining on the Cell Broadband Engine." in 22nd ACM International Conference on Supercomputing. (1 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).
  • Tatikonda, S.; Parthasarathy, S.; ACM, "An Adaptive Memory Conscious Approach for Mining Frequent Trees Implications for Multi-core Architectures." (1 2008).

2007

  • Buehrer, G.; Parthasarathy, S.; Tatikonda, S.; Kurc, T. et al. "Toward Terabyte Pattern Mining An Architecture-conscious Solution." (1 2007).
  • Marsolo, K.; Parthasarathy, S.; Twa, M.; Bullimore, M. "Ensernble-learning by model-based spatial averaging." (1 2007).
  • S. Tatikonda, S. Parthasarathy and M. Goyder LCS-TRIM: Dynamic Programming Meets XML Indexing and Querying.. in Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB). http://www.informatik.uni-trier.de/~ley/db/conf/vldb/vldb2007.html#TatikondaPG07, (1 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).
  • A. Ghoting, G. Buehrer, S. Parthasarathy, D. Kim, A. Nguyen, Y-K Chen and P. Dubey Cache-conscious frequent pattern mining on modern and emerging processors. http://www.informatik.uni-trier.de/~ley/db/journals/vldb/vldb16.html#GhotingBPKNCD07, (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).
  • 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).
  • Ghoting, A.; Buehrer, G.; Parthasarathy, S.; Kim, D. et al. "Cache-conscious frequent pattern mining on modern and emerging processors." (1 2007).
  • K. Marsolo, S. Parthasarathy, M. Twa and M. Bullimore "Ensemble Learning by Model-based Spatial Averaging." (1 2007).
  • Wang, C.; Parthasarathy, S. "Learning approximate MRFs from large transactional data." (1 2007).
  • Parthasarathy, S. "Data Mining at the Crossroads: Successes, Failures and Learning From Them." in 13th International Conference on Knowledge Discovery and Data Mining. (1 2007).
  • Wang, C.; Parthasarathy, S. "Learning approximate MRFs from large transactional data." (12 2007).
  • "Proceedings of the 7th SIAM International Conference on Data Mining." (1 2007).
  • Buehrer, G.; Parthasarathy, S.; Tatikonda, S.; Kurc, T. et al. "Toward Terabyte Pattern Mining An Architecture-conscious Solution." in ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. (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).
  • C. Wang, V. Satuluri and S. Parthasarathy Local Probabilistic Models for Link Prediction. in Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2007.html#WangSP07, (1 2007).
  • Ghoting, A.; Buehrer, G.; Parthasarathy, S.; Kim, D. et al. "Cache-conscious frequent pattern mining on modern and emerging processors." in 31st International Conferene on Very Large Databases. (1 2007).
  • Parthasarathy, S. "Data Mining at the Crossroads: Successes, Failures and Learning From Them." (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).
  • Wang, C.; Satuluri, V.; Parthasarathy, S. "Local probabilistic models for link prediction." (12 2007).
  • Wang, C.; Satuluri, V.; Parthasarathy, S. "Local probabilistic models for link prediction." in 7th IEEE International Conference on Data Mining. (1 2007).
  • Wang, C.; Parthasarathy, S. "Learning approximate MRFs from large transactional data." in ICML Workshop on Statistical Network Analysis. (1 2007).
  • Tatikonda, S.; Parthasarathy, S.; Goyder, M. "LCS-TRIM: Dynamic programming meets XML indexing and querying." (1 2007).
  • Parthasarathy, S. "Data mining at the crossroads: Successes, failures and learning from them." (12 2007).
  • Parthasarathy, S.; Liu, B. "Proceedings of the 7th SIAM International Conference on Data Mining: Preface." (12 2007).
  • Marsolo, K.; Parthasarathy, S.; Twa, M.; Bullimore, M. "Ensernble-learning by model-based spatial averaging." in AMS/IMS/SIAM Joint Summer Research Conference on Machine and Statistical Learning - Prediction and Discovery. (1 2007).
  • Ghoting, A.; Buehrer, G.; Parthasarathy, S.; Kim, D. et al. "Cache-conscious frequent pattern mining on modern and emerging processors." (1 2007).
  • Buehrer, G.; Parthasarathy, S.; Tatikonda, S.; Kurc, T. et al. "Toward terabyte pattern mining: An architecture-conscious solution." (10 2007).
  • Wang, C.; Satuluri, V.; Parthasarathy, S. "Local probabilistic models for link prediction." (1 2007).
  • Ucar, D.; Altiparmak, F.; Ferhatosmanoglu, H.; Parthasarathy, S. "Investigating the use of extrinsic similarity measures for microarray analysis." (1 2007).

2006

  • Ghoting, A.; Parthasarathy, S. "Knowledge-conscious data clustering." in 10th European Conference on Principle and Practice of Knowledge Discovery in Databases. (1 2006).
  • Buehrer, G.; Chen, Y.K.; Parthasarathy, S.; Nguyen, A. et al. "Efficient pattern mining on shared memory systems: Implications for chip multiprocessor architectures." (12 2006).
  • Parthasarathy, S.; Mehta, S.; Srinivasan, S. "Robust periodicity detection algorithms." (12 2006).
  • Ucar, D.; Asur, S.; Catalyurek, U.; Parthasarathy, S. "Improving functional modularity in protein-protein interactions graphs using hub-induced subgraphs." in 10th European Conference on Principle and Practice of Knowledge Discovery in Databases. (1 2006).
  • H. Yang and S. Parthasarathy Mining Spatial and Spatio-Temporal Patterns in Scientific Data. in Proceedings of the 22nd International Conference on Data Engineering Workshops. http://www.informatik.uni-trier.de/~ley/db/conf/icde/icdew2006.html#YangP06, (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).
  • Buehrer, G.; Parthasarathy, S.; Ghoting, A. "Out-of-core frequent pattern mining on a commodity PC." (10 2006).
  • Buehrer, G.; Parthasarathy, S.; Chen, Y-K. "Adaptive parallel graph mining for CMP architectures." (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).
  • Yang, H.; Parthasarathy, S.; Ucar, D. "Protein folding trajectories analysis: Summarization, event detection and consensus partial folding pathway identification." (1 2006).
  • Buehrer, G.; Ghoting, A.; Zhang, X.; Tatikonda, S. et al. "I/O conscious algorithm design and systems support for data analysis on emerging architectures." (12 2006).
  • Ghoting, A.; Parthasarathy, S. "Knowledge-conscious data clustering." (1 2006).
  • Buehrer, G.; Parthasarathy, S.; Chen, Y-K. "Adaptive parallel graph mining for CMP architectures." in 6th IEEE International Conference on Data Mining. (1 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).
  • Tatikonda, S.; Parthasarathy, S.; Kurc, T. "TRIPS and TIDES: New algorithms for tree mining." (12 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).
  • 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).
  • Wang, C.; Parthasarathy, S. "Summarizing itemset patterns using probabilistic models." (10 2006).
  • Otey, M.E.; Parthasarathy, S.; Trost, D.C. "Dissimilarity Measures for Detecting Hepatotoxicity in Clinical Trial Data." in 6th SIAM International Conference on Data Mining. (1 2006).
  • Ucar, D.; Asur, S.; Catalyurek, U.; Parthasarathy, S. "Improving functional modularity in protein-protein interactions graphs using hub-induced subgraphs." (1 2006).
  • Wang, C.; Parthasarathy, S. "Learning approximate MRFs from large transaction data." (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).
  • 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).
  • 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. 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).
  • Wang, C.; Parthasarathy, S.; Jin, R.M. "A decomposition-based probabilistic framework for estimating the selectivity of XML twig queries." in 10th International Conference on Extending Database Technology (EDBT). (1 2006).
  • Marsolo, K.; Parthasarathy, S. "Protein classification using summaries of profile-based frequency matrices." (1 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).
  • Ucar, D.; Asur, S.; Catalyurek, U.; Parthasarathy, S. "Improving functional modularity in protein-protein interactions graphs using hub-induced subgraphs." (1 2006).
  • G. Buehrer, A. Ghoting, X. Zhang, S. Tatikonda, S. Parthasarathy, T. Kurc, and J. Saltz I/O conscious algorithm design and systems support for data analysis on emerging architectures.. in Next Generation Software Workshop held with IPDPS 2006. http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdps2006.html#BuehrerGZSPKS06, (1 2006).
  • G. Buehrer, S. Parthasarathy, A. Ghoting, Y.Chen, A. Nguyen and D. Kim "Efficient pattern mining on shared memory systems: implications for chip multiprocessor architectures." in Proceedings of the 2006 workshop on Memory system performance and correctness. (1 2006).
  • Ghosh, J.; Lambert, D.; Braverman, A.; Burl, M. et al. "Proceedings of the Sixth SIAM International Conference on Data Mining: Preface." (7 2006).
  • C. Wang, S. Parthasarathy and R. Jin A Decomposition-Based Probabilistic Framework for Estimating the Selectivity of XML Twig Queries. in 10th International Conference on Extending Database Technology (EDBT). http://www.informatik.uni-trier.de/~ley/db/conf/edbt/edbt2006.html#WangPJ06, (1 2006).
  • C. Wang and S. Parthasarathy Summarizing itemset patterns using probabilistic models. in Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'06). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2006.html#WangP06, (1 2006).
  • Yang, H.; Parthasarathy, S. "Mining spatial and Spatio-Temporal patterns in scientific data." (1 2006).
  • Wang, C.; Parthasarathy, S. "Learning approximate MRFs from large transaction data." (1 2006).
  • Wang, C.; Parthasarathy, S.; Jin, R.M. "A decomposition-based probabilistic framework for estimating the selectivity of XML twig queries." (1 2006).
  • Otey, M.E.; Parthasarathy, S.; Trost, D.C. "Dissimilarity Measures for Detecting Hepatotoxicity in Clinical Trial Data." (1 2006).
  • Ghoting, A.; Parthasarathy, S. "Knowledge-conscious data clustering." (1 2006).
  • G. Buehrer, S. Parthasarathy, and A. Ghoting Out-of-core Frequent Pattern Mining on a Commodity PC. in Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2006.html#BuehrerPG06, (1 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).
  • Buehrer, G.; Parthasarathy, S.; Chen, Y.K. "Adaptive parallel graph mining for CMP architectures." (12 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).
  • 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).
  • Wang, C.; Parthasarathy, S. "Learning approximate MRFs from large transaction data." in 10th European Conference on Principle and Practice of Knowledge Discovery in Databases. (1 2006).
  • Otey, M.E.; Parthasarathy, S.; Trost, D.C. "Dissimilarity measures for detecting hepatotoxicity in clinical trial data." (7 2006).
  • Marsolo, K.; Parthasarathy, S.; Ramamohanarao, K. "Structure-based querying of proteins using wavelets." (12 2006).
  • Wang, C.; Parthasarathy, S.; Jin, R. "A decomposition-based probabilistic framework for estimating the selectivity of XML twig queries." (7 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).

2005

  • H. Yang, S. Parthasarathy, and S. Mehta "Towards Association-based Spatio-temporal Reasoning." in IJCAI2005 Workshop on Spatio-temporal Reasoning. (1 2005).
  • Parthasarathy, S.; Wang, W.; Zaki, M. "BIOKDD05: Workshop on data mining in bioinformatics august 21, 2005 chicago, il, usa." (12 2005).
  • K. Marsolo and S. Parthasarathy Alternate Representation of Distance Matrices for Characterization of Protein Structure. in 5th IEEE International Conference on Data Mining (ICDM 2005). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2005.html#MarsoloP05, (1 2005).
  • A. Ghoting, G. Buehrer, S. Parthasarathy, D. Kim, A. Nguyen, Y. Chen, and P. Dubey Cache-conscious Frequent Pattern Mining on a Modern Processor. in 31st International Conference on Very Large Data Bases (VLDB). http://www.informatik.uni-trier.de/~ley/db/conf/vldb/vldb2005.html#GhotingBPKNCD05, (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).
  • Marsolo, K.; Parthasarathy, S. "Alternate representation of distance matrices for characterization of protein structure." in 5th IEEE International Conference on Data Mining. (1 2005).
  • H. Yang, S. Parthasarathy, and S. Mehta Mining Spatial Object Associations for Scientific Data. in Nineteenth International Joint Conference on Artificial Intelligence (IJCAI). http://www.informatik.uni-trier.de/~ley/db/conf/ijcai/ijcai2005.html#YangPM05, (1 2005).
  • Marsolo, K.; Parthasarathy, S.; Twa, M.; Bullimore, M. "A model-based approach to visualizing classification decisions for patient diagnosis." in 10th Conference on Artificial Intelligence in Medicine (AIME 2005). (1 2005).
  • Ucar, D.; Parthasarathy, S.; Asur, S.; Wang, C. "Effective pre-processing strategies for functional clustering of a protein-protein interactions network." in 5th IEEE Symposium on Bioinformatics and Bioengineering. (1 2005).
  • H. Yang, S. Parthasarathy, and S. Mehta A generalized framework for mining spatio-temporal patterns in scientific data. 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#YangPM05, (1 2005).
  • H. Wang, S. Parthasarathy, A. Ghoting, S. Tatikonda, G. Buehrer, T. Kurc, and J. Saltz Design of a next generation sampling service for large scale data analysis applications.. in 19th Annual International Conference on Supercomputing, ICS 2005. http://www.informatik.uni-trier.de/~ley/db/conf/ics/ics2005.html#WangPGTBKS05, (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).
  • 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).
  • 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).
  • 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).
  • Marsolo, K.; Parthasarathy, S.; Twa, M.; Bullimore, M. "A model-based approach to visualizing classification decisions for patient diagnosis." (1 2005).
  • Marsolo, K.; Parthasarathy, S.; Twa, M.; Bullimore, M. "A model-based approach to visualizing classification decisions for patient diagnosis." (12 2005).
  • Wang, H.; Ghoting, A.; Buehrer, G.; Tatikonda, S.; Parthasarathy, S.; Kurc, T.; Saltz, J. "A services oriented framework for next generation data analysis centers." (1 2005).
  • Ghoting, A.; Buehrer, G.; Parthasarathy, S.; Kim, D. et al. "A characterization of data mining algorithms on a modern processor." (12 2005).
  • Ucar, D.; Parthasarathy, S.; Asur, S.; Wang, C. et al. "Effective pre-processing strategies for functional clustering of a protein-protein interactions network." (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).
  • Marsolo, K.; Parthasarathy, S.; Ding, C.; Society, I.E.E.E.C. "A multi-level approach to SCOP fold recognition." (1 2005).
  • Yang, H.; Parthasarathy, S.; Mehta, S. "Mining Spatial Object Associations for Scientific Data." (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).
  • Marsolo, K.; Parthasarathy, S.; Ding, C. "A multi-level approach to SCOP fold recognition." in 5th IEEE Symposium on Bioinformatics and Bioengineering. (1 2005).
  • Marsolo, K.; Parthasarathy, S. "Alternate representation of distance matrices for characterization of protein structure." (1 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).
  • 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).
  • 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).
  • Ucar, D.; Parthasarathy, S.; Asur, S.; Chao, W. "Effective pre-processing strategies for functional clustering of a protein-protein interactions network." (12 2005).
  • Ghoting, A.; Buehrer, G.; Parthasarathy, S.; Kim, D. et al. "Cache-conscious frequent pattern mining on a modern processor." (12 2005).
  • Yang, H.; Parthasarathy, S.; Mehta, S. "Mining Spatial Object Associations for Scientific Data." in 19th International Joint Conference on Artificial Intelligence (IJCAI 05). (1 2005).
  • Marsolo, K.; Parthasarathy, S.; Ding, C. "A multi-level approach to SCOP fold recognition." (12 2005).
  • Marsolo, K.; Parthasarathy, S. "Alternate representation of distance matrices for characterization of protein structure." (12 2005).
  • Yang, H.; Parthasarathy, S.; Mehta, S. "A generalized framework for mining spatio-temporal patterns in scientific data." (12 2005).
  • Jin, R.; Wang, C.; Polshakov, D.; Parthasarathy, S. et al. "Discovering frequent topological structures from graph datasets." (12 2005).
  • Wang, H.; Ghoting, A.; Buehrer, G.; Tatikonda, S. et al. "A services oriented framework for next generation data analysis centers." (12 2005).
  • Marsolo, K.; Parthasarathy, S.; Twa, M.; Bullimore, M.A. "Classification of biomedical data through model-based spatial averaging." (12 2005).
  • Wang, H.; Parthasarathy, S.; Ghoting, A.; Tatikonda, S. et al. "Design of a next generation sampling service for large scale data analysis applications." (12 2005).
  • Yang, H.; Parthasarathy, S.; Mehta, S. "Mining spatial object associations for scientific data." (12 2005).

2004

  • Ghoting, A.; Otey, M.E.; Parthasarathy, S. "LOADED: Link-based outlier and anomaly detection in evolving data sets." in 4th IEEE International Conference on Data Mining. (1 2004).
  • Mehta, S.; Parthasarathy, S.; Yang, H. "Correlation preserving discretization." (1 2004).
  • Ghoting, A.; Parthasarathy, S. "Facilitating interactive distributed data stream processing and mining." (12 2004).
  • Mehta, S.; Parthasarathy, S.; Yang, H. "Correlation preserving discretization." (12 2004).
  • Mehta, S.; Parthasarathy, S.; Yang, H. "Correlation preserving discretization." in 4th IEEE International Conference on Data Mining. (1 2004).
  • Ghoting, A.; Otey, M.E.; Parthasarathy, S. "LOADED: Link-based outlier and anomaly detection in evolving data sets." (12 2004).
  • Ghoting, A.; Otey, M.E.; Parthasarathy, S. "LOADED: Link-based outlier and anomaly detection in evolving data sets." (1 2004).
  • A. Ghoting and S. Parthasarathy Facilitating Interactive Distributed Data Stream Processing and Mining. in IEEE International Parallel and Distributed Processing Symposium (IPDPS). http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdps2004-c.html#GhotingP04, (1 2004).
  • D. Thompson, S. Parthasarathy, R. Machiraju, and S. Lawrence Improvements to Response Surface Based Vehicle Design Using a Feature-centric Approach. in International Conference on Computational Science (ICCS). http://www.informatik.uni-trier.de/~ley/db/conf/iccS/iccS2004-3.html#ThompsonPML04, (1 2004).
  • H. Li, K. Marsolo, S. Parthasarathy and D. Polshakov A New Approach to Protein Structure Mining and Alignment,. in 4th Workshop on Data Mining Bioinformmatics (BIOKDD). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/biokdd2004.html#LiMPP04, (1 2004).
  • A. Ghoting, M. Otey, and S. Parthasarathy LOADED: Link Based Outlier and Anomaly Detection. in IEEE International Conference on Data Mining (ICDM). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2004.html#GhotingOP04, (1 2004).
  • H. Yang, K. Marsolo, S. Parthasarathy, S. Mehta Discovering Spatial Relationships Between Approximately Equivalent Patterns in Contact Maps. in 4th Workshop on Data Mining in Bioinformatics (BIOKDD). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/biokdd2004.html#MarsoloYPM04, (1 2004).
  • B. Rutt and S. Parthasarathy Exploiting Recurring Usage Patterns to Enhance Filesystem and Memory Subsystem Performance,. in Pacific Asian Conference on Knowledge Discovery and Data Mining (PAKDD). http://www.informatik.uni-trier.de/~ley/db/conf/pakdd/pakdd2004.html#RuttP04, (1 2004).
  • C. Wang and S. Parthasarathy Parallel Algorithms for Mining Frequent Structural Motifs in Scientific Data. in ACM International Conference on Supercomputing (ICS). http://www.informatik.uni-trier.de/~ley/db/conf/ics/ics2004.html#WangP04, (1 2004).
  • S. Mehta, S. Parthasarathy, and H. Yang Correlation Preserving Discretization. in IEEE International Conference on Data Mining (ICDM). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2004.html#MehtaPY04, (1 2004).
  • A. Veloso, W. Meira Jr., R. Ferreira, G. Neto and S. Parthasarathy, Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining. in 8th European Conference on the Practice of Knowledge Discovery in Databases (PKDD). http://www.informatik.uni-trier.de/~ley/db/conf/pkdd/pkdd2004.html#VelosoMFNP04, (1 2004).

2003

  • Sundaresan, R.; Lauria, M.; Kurc, T.; Parthasarathy, S.; Saltz, J. "Adaptive polling of grid resource monitors using a slacker coherence model." (1 2003).
  • A. Veloso, M. Otey, S. Parthasarathy and W. Meira, Parallel and Distributed Frequent Itemset Mining on Dynamic Datasets: A Multi-Tiered Approach. in IEEE International Conference on High Performance Computing (HiPC). http://www.informatik.uni-trier.de/~ley/db/conf/hipc/hipc2003.html#VelosoOPM03, (1 2003).
  • M. Coatney and S. Parthasarathy MotifMiner: A General Toolkit for Efficiently Identifying Common Substructures in Molecules. in IEEE International Symposium on Bioinformatics and Bioengineering (BIBE). http://www.informatik.uni-trier.de/~ley/db/conf/bibe/bibe2003.html#CoatneyP03, (1 2003).
  • A. Ghoting and S. Parthasarathy "DASPA: A Disk-Aware Stream Processing Architecture." in Workshop on High Performance Data Mining (HPDM). (1 2003).
  • Otey, M.; Parthasarathy, S.; Ghoting, A.; Li, G. et al. "Towards NIC-based intrusion detection." (12 2003).
  • R. Sundaresan, M. Lauria, T. Kurc, S. Parthasarathy, and J. Saltz Adaptive polling of Grid resource monitors using a slacker coherence model,. in International Symposium on High Performance Distributed Computing (HPDC). http://www.informatik.uni-trier.de/~ley/db/conf/hpdc/hpdc2003.html#SundaresanLKPS03, (1 2003).
  • M. Otey, S. Parthasarathy, A. Ghoting, G. Li, S. Narravula, D. K. Panda Towards NIC-based Intrusion Detection. in ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd2003.html#OteyPGLNP03, (1 2003).
  • R. Sundaresan, T. Kurc, M. Lauria, S. Parthasarathy, and J. Saltz A Slacker Coherence Protocol for Pull-based Monitoring of On-line Data Sources. in IEEE International Symposium on Cluster Computing and the Grid (CCGrid). http://www.informatik.uni-trier.de/~ley/db/conf/ccgrid/ccgrid2003.html#SundaresanKLPS03, (1 2003).
  • Twa, M.D.; Parthasarathy, S.; Raasch, T.W.; Bullimore, M.A. "Decision tree classification of spatial data patterns from videokeratography using Zernike polynomials." in 3rd SIAM International Conference on Data Mining. (1 2003).
  • Sundaresan, R.; Kurc, T.; Lauria, M.; Parthasarathy, S. et al. "A slacker coherence protocol for pull-based monitoring of on-line data sources." in 3rd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid2003). (1 2003).
  • Sundaresan, R.; Lauria, M.; Kurc, T.; Parthasarathy, S. et al. "Adaptive polling of grid resource monitors using a slacker coherence model." in 12th IEEE International Symposium on High-Performance Distributed Computing. (1 2003).
  • Coatney, M.; Parthasarathy, S. "MotifMiner: A general toolkit for efficiently identifying common substructures in molecules." in 3rd IEEE Symposium on BioInformatics and BioEngineering (BIBE 2003). (1 2003).
  • Otey, M.E.; Wang, C.; Parthasarathy, S.; Veloso, A. et al. "Mining frequent itemsets in distributed and dynamic databases." (12 2003).
  • Sundaresan, R.; Kurc, T.; Lauria, M.; Parthasarathy, S. et al. "A slacker coherence protocol for pull-based monitoring of on-line data sources." (12 2003).
  • Sundaresan, R.; Lauria, M.; Kurc, T.; Parthasarathy, S. et al. "Adaptive polling of grid resource monitors using a slacker coherence model." (1 2003).
  • Otey, M.E.; Wang, C.; Parthasarathy, S.; Veloso, A. et al. "Mining frequent itemsets in distributed and dynamic databases." (1 2003).
  • Sundaresan, R.; Lauria, M.; Kurc, T.; Parthasarathy, S. et al. "Adaptive polling of grid resource monitors using a slacker coherence model." (1 2003).
  • Otey, M.E.; Wang, C.; Parthasarathy, S.; Veloso, A. et al. "Mining frequent itemsets in distributed and dynamic databases." in 3rd IEEE International Conference on Data Mining. (1 2003).
  • Sundaresan, R.; Kurc, T.; Lauria, M.; Parthasarathy, S. et al. "A slacker coherence protocol for pull-based monitoring of on-line data sources." (1 2003).
  • M. Otey, A. Veloso, C. Wang, S. Parthasarathy and W. Meira Mining Frequent Itemsets in Distributed and Dynamic Databases. in IEEE International Conference on Data Mining (ICDM). http://www.informatik.uni-trier.de/~ley/db/conf/icdm/icdm2003.html#OteyWPVM03, (1 2003).
  • M. Twa, S. Parthasarathy, T. Raasch, and M. Bullimore Decision Tree Classification of Spatial Data patterns from Videokeratography using Zernike Polynomials. in SIAM International Conference on Data Mining (SDM'03). http://www.informatik.uni-trier.de/~ley/db/conf/sdm/sdm2003.html#TwaPRB03, (1 2003).
  • A. Veloso, W. Meira and S. Parthasarathy New Parallel Algorithms for Frequent Itemset Mining in Very Large Databases. in 15th Annual Brazilian Symposium on Computer Architecture and High Performance Computing (SBAC-PAD). http://www.informatik.uni-trier.de/~ley/db/conf/sbac-pad/sbac-pad2003.html#VelosoMP03, (1 2003).
  • Twa, M.D.; Parthasarathy, S.; Raasch, T.W.; Bullimore, M.A. "Decision tree classification of spatial data patterns from videokeratography using Zernike polynomials." (1 2003).
  • Coatney, M.; Parthasarathy, S. "MotifMiner: A general toolkit for efficiently identifying common substructures in molecules." (1 2003).
  • Coatney, M.; Parthasarathy, S.; SOCIETY, I.C.; SOCIETY, I.C. "MotifMiner: A general toolkit for efficiently identifying common substructures in molecules." (1 2003).
  • A. Veloso, W. Meira, S. Parthasarathy and M. B. de Carvalho Efficient, Accurate and Privacy-Preserving Data Mining for Frequent Itemsets in Distributed Databases. in Brazilian Symposium on Databases (SBBD). http://www.informatik.uni-trier.de/~ley/db/conf/sbbd/sbbd2003.html#VelosoMPC03, (1 2003).
  • Sundaresan, R.; Kurc, T.; Lauria, M.; Parthasarathy, S.; Saltz, J. "A slacker coherence protocol for pull-based monitoring of on-line data sources." (1 2003).

2002

  • Parthasarathy, S.; Coatney, M. "Efficient discovery of common substructures in macromolecules." in 2nd IEEE International Conference on Data Mining. (1 2002).
  • Veloso, A.; Gusmão, B.; Meira, W.; Carvalho, M. et al. "Efficiently mining approximate models of associations in evolving databases." (12 2002).
  • Parthasarathy, S. "Efficient progressive sampling for association rules." in 2nd IEEE International Conference on Data Mining. (1 2002).
  • Veloso, A.A.; Meira, W.; de Carvalho, M.B.; Possas, B. et al. "Mining frequent iternsets in evolving databases." in 2nd SIAM International Conference on Data Mining (SDM 02). (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).
  • A. Veloso, W. Meira, M. Carvalho, B. Possas, S. Parthasarathy and M. Zaki Efficiently mining approximate models of associations in Evolving Databases. in Joint European Conference on Machine Learning and Practical Applications of Knowledge Discovery and Data Mining (ECML/PKDD). http://www.informatik.uni-trier.de/~ley/db/conf/pkdd/pkdd2002.html#VelosoGMCPZ02, (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).
  • 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).
  • Parthasarathy, S.; Coatney, M. "Efficient discovery of common substructures in macromolecules." (12 2002).
  • Parthasarathy, S.; Coatney, M. "Efficient discovery of common substructures in macromolecules." (1 2002).
  • Parthasarathy, S. "Efficient progressive sampling for association rules." (1 2002).
  • Veloso, A.A.; Meira, W.; de Carvalho, M.B.; Possas, B. et al. "Mining frequent iternsets in evolving databases." (1 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).
  • 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).
  • Parthasarathy, S. "Efficient progressive sampling for association rules." (12 2002).

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).
  • 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).
  • Parthasarathy, S. "Towards network-aware data mining." (1 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).
  • S. Parthasarathy Towards Network Aware Data Mining. in Workshop on High Performance Data Mining (HPDM). http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdps2001.html#Parthasarathy01, (1 2001).
  • Aggarwal, C.C.; Parthasarathy, S. "Mining massively incomplete data sets by conceptual reconstruction." (12 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).

2000

  • Parthasarathy, S.; Ogihara, M. "Exploiting dataset similarity for distributed mining." in IEEE International Parallel and Distributed Processing Symposium (IPDP 2000). (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).
  • Chen, D.Q.; Dwarkadas, S.; Parthasarathy, S.; Pinheiro, E. et al. "InterWeave: A middleware system for distributed shared state." in 5th International Workshop on Languages, Compilers, and Run-Time Systems for Scalable Computers. (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).
  • S. Parthasarathy and M. Ogihara Exploiting Dataset Similarity for Distributed Mining. in Workshop on High Performance Data Mining (HPDM). http://www.informatik.uni-trier.de/~ley/db/conf/ipps/ipdpsW2000.html#ParthasarathyO00, (1 2000).
  • Chen, D.Q.; Dwarkadas, S.; Parthasarathy, S.; Pinheiro, E. et al. "InterWeave: A middleware system for distributed shared state." (1 2000).
  • Chen, D.; Dwarkadas, S.; Parthasarathy, S.; Pinheiro, E. et al. "Interweave: A middleware system for distributed shared state?." (1 2000).
  • Parthasarathy, S.; Ogihara, M. "Exploiting dataset similarity for distributed mining." (1 2000).
  • Parthasarathy, S.; Ogihara, M. "Exploiting dataset similarity for distributed mining." (12 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).

1999

  • Parthasarathy, S.; Zaki, M.J.; Ogihara, M.; Dwarkadas, S. "Incremental and interactive sequence mining." (1 1999).
  • Parthasarathy, S.; Zaki, M.J.; Ogihara, M.; Dwarkadas, S. "Incremental and interactive sequence mining." in 8th International Conference on Information Knowledge Management (CIKM 99). (1 1999).
  • S. Parthasarathy, M. Zaki, M. Ogihara and S. Dwarkadas Incremental and Interactive Sequence Mining.. in ACM International Conference on Information and Knowledge Management (CIKM). http://www.informatik.uni-trier.de/~ley/db/conf/cikm/cikm99.html#ParthasarathyZOD99, (1 1999).
  • Parthasarathy, S.; Zaki, M.J.; Ogihara, M.; Dwarkadas, S. "Incremental and interactive sequence mining." (12 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

  • 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, 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).
  • 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).
  • Parthasarathy, S.; Dwarkadas, S. "InterAct: Virtual sharing for interactive client-server applications." (12 1998).
  • R. Subramonian and S. Parthasarathy "A Framework for Distributed Data Mining." in International Workshop on Distributed Data Mining. (1 1998).

1997

  • M. Zaki, S. Parthasarathy, W. Li, and M. Ogihara Evaluation of Sampling for Data Mining of Association Rules,. in Research Issues in Data Engineering (RIDE'97). http://www.informatik.uni-trier.de/~ley/db/conf/ride/ride97.html#ZakiPLO97, (1 1997).
  • M. Zaki, S. Parthasarathy, M. Ogihara, and W. Li New Algorithms for Fast Discovery of Association Rules. in 3rd International Conference on Knowledge Discovery and Data Mining (KDD). http://www.informatik.uni-trier.de/~ley/db/conf/kdd/kdd97.html#ZakiPOL97, (1 1997).
  • L. Kontothanassis, G. C. Hunt, R. Stets, N. Hardavellas, M. Cierniak, S. Parthasarathy, W. Meira Jr., S. Dwarkadas, and M. Scott VM-Based Shared Memory on Low-Latency, Remote-Memory-Access Networks. in International Symposium of Computer Architecture (ISCA). http://www.informatik.uni-trier.de/~ley/db/conf/isca/isca97.html#KontothanassisHSHCPMDS97, (1 1997).
  • R. Stets, S. Dwarkadas, N. Hardavellas, G. Hunt, L. Kontothanassis, S. Parthasarathy, M. Scott CASHMERE-2L: Software Coherent Shared Memory on a Clustered Remote-Write Network. in Symposium of Operating Systems Principles (SOSP'97). http://www.informatik.uni-trier.de/~ley/db/conf/sosp/sosp97.html#StetsDHHKPS97, (1 1997).
  • Zaki, M.J.; Parthasarathy, S.; Li, W.; Ogihara, M. "Evaluation of sampling for data mining of association rules." (1 1997).
  • M. Zaki, S. Parthasarathy, and W. Li A Localized Algorithm for Parallel Association Mining,. in 9th Annual ACM Symposium on Parallel Algorithms and Architectures (SPAA). http://www.informatik.uni-trier.de/~ley/db/conf/spaa/spaa97.html#ZakiPL97, (1 1997).
  • Zaki, M.J.; Parthasarathy, S.; Li, W.; Ogihara, M. "Evaluation of sampling for data mining of association rules." in 7th International Workshop on Research Issues in Data Engineering - High Performance Database Management for Large-Scale Applications. (1 1997).

1996

  • Zaki, M.J.; Li, W.; Parthasarathy, S. "Customized dynamic load balancing for a network of workstations." in 5th IEEE International Symposium on High Performance Distributed Computing. (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. 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).
  • 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. 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).
  • Parthasarathy, S.; Li, W.; Cierniak, M.; Zaki, M.J. et al. "Compile-time inter-query dependence analysis." (1 1996).
  • Parthasarathy, S.; Li, W.; Cierniak, M.; Zaki, M.J. "Compile-time inter-query dependence analysis." in 8th IEEE Symposium on Parallel and Distributed Processing. (1 1996).
  • Zaki, M.J.; Li, W.; Parthasarathy, S.; IEEE, "Customized dynamic load balancing for a network of workstations." (1 1996).