Srinivasan Parthasarathy

2007
90	EE	Amol Ghoting, Gregory Buehrer, Matthew Goyder, Shirish Tatikonda, Xi Zhang, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz: Knowledge and Cache Conscious Algorithm Design and Systems Support for Data Mining Algorithms. IPDPS 2007: 1-6
89	EE	Srinivasan Parthasarathy: Data mining at the crossroads: successes, failures and learning from them. KDD 2007: 1053-1055
88	EE	Sitaram Asur, Srinivasan Parthasarathy, Duygu Ucar: An event-based framework for characterizing the evolutionary behavior of interaction graphs. KDD 2007: 913-921
87	EE	Gregory Buehrer, Srinivasan Parthasarathy, Shirish Tatikonda, Tahsin M. Kurç, Joel H. Saltz: Toward terabyte pattern mining: an architecture-conscious solution. PPOPP 2007: 2-12
86	EE	Shirish Tatikonda, Srinivasan Parthasarathy, Matthew Goyder: LCS-TRIM: Dynamic Programming Meets XML Indexing and Querying. VLDB 2007: 63-74
85	EE	Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony Nguyen, Yen-Kuang Chen, Pradeep Dubey: Cache-conscious frequent pattern mining on modern and emerging processors. VLDB J. 16(1): 77-96 (2007)
2006
84	EE	Keith Marsolo, Srinivasan Parthasarathy, Kotagiri Ramamohanarao: Structure-based querying of proteins using wavelets. CIKM 2006: 24-33
83	EE	Shirish Tatikonda, Srinivasan Parthasarathy, Tahsin M. Kurç: TRIPS and TIDES: new algorithms for tree mining. CIKM 2006: 455-464
82	EE	Chao Wang, Srinivasan Parthasarathy, Ruoming Jin: A Decomposition-Based Probabilistic Framework for Estimating the Selectivity of XML Twig Queries. EDBT 2006: 533-551
81	EE	Hui Yang, Srinivasan Parthasarathy: Mining Spatial and Spatio-Temporal Patterns in Scientific Data. ICDE Workshops 2006: 146
80	EE	Keith Marsolo, Srinivasan Parthasarathy: On the Use of Structure and Sequence-Based Features for Protein Classification and Retrieval. ICDM 2006: 394-403
79	EE	Gregory Buehrer, Srinivasan Parthasarathy, Yen-Kuang Chen: Adaptive Parallel Graph Mining for CMP Architectures. ICDM 2006: 97-106
78	EE	Sameep Mehta, Srinivasan Parthasarathy, Raghu Machiraju: On Trajectory Representation for Scientific Features. ICDM 2006: 997-1001
77	EE	Xi Zhang, Tahsin M. Kurç, Joel H. Saltz, Srinivasan Parthasarathy: Design and analysis of a multi-dimensional data sampling service for large scale data analysis applications. IPDPS 2006
76	EE	Gregory Buehrer, Amol Ghoting, Xi Zhang, Shirish Tatikonda, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz: I/O conscious algorithm design and systems support for data analysis on emerging architectures. IPDPS 2006
75	EE	Sitaram Asur, Pichai Raman, Matthew Eric Otey, Srinivasan Parthasarathy: A model-based approach for mining membrane protein crystallization trials. ISMB (Supplement of Bioinformatics) 2006: 40-48
74	EE	Chao Wang, Srinivasan Parthasarathy: Summarizing itemset patterns using probabilistic models. KDD 2006: 730-735
73	EE	Gregory Buehrer, Srinivasan Parthasarathy, Amol Ghoting: Out-of-core frequent pattern mining on a commodity PC. KDD 2006: 86-95
72	EE	Duygu Ucar, Sitaram Asur, Ümit V. Çatalyürek, Srinivasan Parthasarathy: Improving Functional Modularity in Protein-Protein Interactions Graphs Using Hub-Induced Subgraphs. PKDD 2006: 371-382
71	EE	Amol Ghoting, Srinivasan Parthasarathy: Knowledge-Conscious Data Clustering. PKDD 2006: 511-519
70	EE	Chao Wang, Srinivasan Parthasarathy: Learning Approximate MRFs from Large Transaction Data. PKDD 2006: 641-649
69	EE	Matthew Eric Otey, Srinivasan Parthasarathy, Donald C. Trost: Dissimilarity Measures for Detecting Hepatotoxicity in Clinical Trial Data. SDM 2006
68	EE	Amol Ghoting, Srinivasan Parthasarathy, Matthew Eric Otey: Fast Mining of Distance-Based Outliers in High Dimensional Datasets. SDM 2006
67	EE	Matthew Eric Otey, Amol Ghoting, Srinivasan Parthasarathy: Fast Distributed Outlier Detection in Mixed-Attribute Data Sets. Data Min. Knowl. Discov. 12(2-3): 203-228 (2006)
66	EE	Tamer Nadeem, Srinivasan Parthasarathy: Mobility control for throughput maximization in ad hoc networks. Wireless Communications and Mobile Computing 6: 951-967 (2006)
2005
65	EE	Keith Marsolo, Srinivasan Parthasarathy, Michael D. Twa, Mark Bullimore: A Model-Based Approach to Visualizing Classification Decisions for Patient Diagnosis. AIME 2005: 473-483
64	EE	Duygu Ucar, Srinivasan Parthasarathy, Sitaram Asur, Chao Wang: Effective Pre-Processing Strategies for Functional Clustering of a Protein-Protein Interactions Network. BIBE 2005: 129-136
63	EE	Keith Marsolo, Srinivasan Parthasarathy, Michael D. Twa, Mark Bullimore: Classification of Biomedical Data through Model-Based Spatial Averaging. BIBE 2005: 49-56
62	EE	Keith Marsolo, Srinivasan Parthasarathy, Chris H. Q. Ding: A Multi-Level Approach to SCOP Fold Recognition. BIBE 2005: 57-64
61	EE	Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony Nguyen, Yen-Kuang Chen, Pradeep Dubey: A Characterization of Data Mining Workloads on a Modern Processor. DaMoN 2005
60	EE	Indrajit Bhattacharya, Srinivas R. Kashyap, Srinivasan Parthasarathy: Similarity Searching in Peer-to-Peer Databases. ICDCS 2005: 329-338
59	EE	Keith Marsolo, Srinivasan Parthasarathy: Alternate Representation of Distance Matrices for Characterization of Protein Structure. ICDM 2005: 298-305
58	EE	Huai Wang, Srinivasan Parthasarathy, Amol Ghoting, Shirish Tatikonda, Gregory Buehrer, Tahsin M. Kurç, Joel H. Saltz: Design of a next generation sampling service for large scale data analysis applications. ICS 2005: 91-100
57	EE	Hui Yang, Srinivasan Parthasarathy, Sameep Mehta: Mining Spatial Object Associations for Scientific Data. IJCAI 2005: 902-907
56	EE	Huai Wang, Amol Ghoting, Gregory Buehrer, Shirish Tatikonda, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz: A Services Oriented Framework for Next Generation Data Analysis Centers. IPDPS 2005
55	EE	Ruoming Jin, Chao Wang, Dmitrii Polshakov, Srinivasan Parthasarathy, Gagan Agrawal: Discovering frequent topological structures from graph datasets. KDD 2005: 606-611
54	EE	Hui Yang, Srinivasan Parthasarathy, Sameep Mehta: A generalized framework for mining spatio-temporal patterns in scientific data. KDD 2005: 716-721
53		Sameep Mehta, Steve Barr, Tat-Sang Choy, Hui Yang, Srinivasan Parthasarathy, Raghu Machiraju, John Wilkins: Dynamic Classification of Defect Structures in Molecular Dynamics Simulation Data. SDM 2005
52	EE	Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony Nguyen, Yen-Kuang Chen, Pradeep Dubey: Cache-conscious Frequent Pattern Mining on a Modern Processor. VLDB 2005: 577-588
51	EE	Sameep Mehta, Srinivasan Parthasarathy, Hui Yang: Toward Unsupervised Correlation Preserving Discretization. IEEE Trans. Knowl. Data Eng. 17(9): 1174-1185 (2005)
50	EE	Matt Coatney, Srinivasan Parthasarathy: MotifMiner: Efficient discovery of common substructures in biochemical molecules. Knowl. Inf. Syst. 7(2): 202-223 (2005)
49	EE	Srinivasan Parthasarathy, Wei Wang, Mohammed Javeed Zaki: BIOKDD 2005 workshop report. SIGKDD Explorations 7(2): 129-131 (2005)
2004
48		Hongyuan Li, Keith Marsolo, Srinivasan Parthasarathy, Dmitrii Polshakov: A New Approach to Protein Structure Mining and Alignment. BIOKDD 2004: 1-10
47		Keith Marsolo, Hui Yang, Srinivasan Parthasarathy, Sameep Mehta: Discovering Spatial Relationships Between Approximately Equivalent Patterns in Contact Maps. BIOKDD 2004: 62-71
46	EE	Amol Ghoting, Matthew Eric Otey, Srinivasan Parthasarathy: LOADED: Link-Based Outlier and Anomaly Detection in Evolving Data Sets. ICDM 2004: 387-390
45	EE	Sameep Mehta, Srinivasan Parthasarathy, Hui Yang: Correlation Preserving Discretization. ICDM 2004: 479-482
44	EE	Chao Wang, Srinivasan Parthasarathy: Parallel algorithms for mining frequent structural motifs in scientific data. ICS 2004: 31-40
43	EE	Sameep Mehta, Kaden Hazzard, Raghu Machiraju, Srinivasan Parthasarathy, John Wilkins: Detection and Visualization of Anomalous Structures in Molecular Dynamics Simulation Data. IEEE Visualization 2004: 465-472
42	EE	Amol Ghoting, Srinivasan Parthasarathy: Facilitating Interactive Distributed Data Stream Processing and Mining. IPDPS 2004
41	EE	David Thompson, Srinivasan Parthasarathy, Raghu Machiraju, Scott Lawrence: Improvements to Response-Surface Based Vehicle Design Using a Feature-Centric Approach. International Conference on Computational Science 2004: 764-770
40	EE	Benjamin Rutt, Srinivasan Parthasarathy: Exploiting Recurring Usage Patterns to Enhance Filesystem and Memory Subsystem Performance. PAKDD 2004: 486-496
39	EE	Adriano Veloso, Wagner Meira Jr., Renato Ferreira, Dorgival Olavo Guedes Neto, Srinivasan Parthasarathy: Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining. PKDD 2004: 422-433
38	EE	Matthew Eric Otey, Srinivasan Parthasarathy, Chao Wang, Adriano Veloso, Wagner Meira Jr.: Parallel and distributed methods for incremental frequent itemset mining. IEEE Transactions on Systems, Man, and Cybernetics, Part B 34(6): 2439-2450 (2004)
2003
37	EE	Matt Coatney, Srinivasan Parthasarathy: MotifMiner: A General Toolkit for Efficiently Identifying Common Substructures in Molecules. BIBE 2003: 336-340
36	EE	Radhakrishnan Sundaresan, Tahsin M. Kurç, Mario Lauria, Srinivasan Parthasarathy, Joel H. Saltz: A Slacker Coherence rotocol for Pull-based Monitoring of On-line Data Source. CCGRID 2003: 250-257
35	EE	Radhakrishnan Sundaresan, Mario Lauria, Tahsin M. Kurç, Srinivasan Parthasarathy, Joel H. Saltz: Adaptive Polling of Grid Resource Monitors Using a Slacker Coherence Model. HPDC 2003: 260-269
34	EE	Adriano Veloso, Matthew Eric Otey, Srinivasan Parthasarathy, Wagner Meira Jr.: Parallel and Distributed Frequent Itemset Mining on Dynamic Datasets. HiPC 2003: 184-193
33	EE	Matthew Eric Otey, Chao Wang, Srinivasan Parthasarathy, Adriano Veloso, Wagner Meira Jr.: Mining Frequent Itemsets in Distributed and Dynamic Databases. ICDM 2003: 617-620
32	EE	Matthew Eric Otey, Srinivasan Parthasarathy, Amol Ghoting, G. Li, Sundeep Narravula, Dhabaleswar K. Panda: Towards NIC-based intrusion detection. KDD 2003: 723-728
31	EE	Adriano Veloso, Wagner Meira Jr., Srinivasan Parthasarathy: New Parallel Algorithms for Frequent Itemset Mining in Very Large Databases. SBAC-PAD 2003: 158-166
30		Adriano Veloso, Wagner Meira Jr., Srinivasan Parthasarathy, Márcio de Carvalho: Efficient, Accurate and Privacy-Preserving Data Mining for Frequent Itemsets in Distributed Databases. SBBD 2003: 281-292
29	EE	Michael D. Twa, Srinivasan Parthasarathy, Thomas W. Raasch, Mark Bullimore: Decision Tree Classification of Spatial Data Patterns from Videokeratography using Zernicke Polynomials. SDM 2003
28	EE	Ming Jiang, Tat-Sang Choy, Sameep Mehta, Matt Coatney, Steve Barr, Kaden Hazzard, David Richie, Srinivasan Parthasarathy, Raghu Machiraju, David Thompson, John Wilkins, Boyd Gatlin: Feature Mining Paradigms for Scientific Data. SDM 2003
27	EE	Srinivasan Parthasarathy, Charu C. Aggarwal: On the Use of Conceptual Reconstruction for Mining Massively Incomplete Data Sets. IEEE Trans. Knowl. Data Eng. 15(6): 1512-1521 (2003)
2002
26	EE	Srinivasan Parthasarathy: Efficient Progressive Sampling for Association Rules. ICDM 2002: 354-361
25	EE	Srinivasan Parthasarathy, Matt Coatney: Efficient Discovery of Common Substructures in Macromolecules. ICDM 2002: 362-369
24	EE	Srinivasan Parthasarathy, Arun Ramakrishnan: Parallel Incremental 2D-Discretization on Dynamic Datasets. IPDPS 2002
23	EE	Adriano Veloso, Bruno Gusmão, Wagner Meira Jr., Márcio de Carvalho, Srinivasan Parthasarathy, Mohammed Javeed Zaki: Efficiently Mining Approximate Models of Associations in Evolving Databases. PKDD 2002: 435-448
22	EE	Adriano Veloso, Wagner Meira Jr., Márcio de Carvalho, Bruno Pôssas, Srinivasan Parthasarathy, Mohammed Javeed Zaki: Mining Frequent Itemsets in Evolving Databases. SDM 2002
21	EE	Hui Yang, Srinivasan Parthasarathy: On the Use of Constrained Associations for Web Log Mining. WEBKDD 2002: 100-118
20		Srinivasan Parthasarathy, Sandhya Dwarkadas: Shared State for Distributed Interactive Data Mining Applications. Distributed and Parallel Databases 11(2): 129-155 (2002)
2001
19		Srinivasan Parthasarathy: Towards Network-Aware Data Mining. IPDPS 2001: 157
18	EE	Charu C. Aggarwal, Srinivasan Parthasarathy: Mining massively incomplete data sets by conceptual reconstruction. KDD 2001: 227-232
17	EE	Srinivasan Parthasarathy, Mohammed Javeed Zaki, Mitsunori Ogihara, Wei Li: Parallel Data Mining for Association Rules on Shared-Memory Systems. Knowl. Inf. Syst. 3(1): 1-29 (2001)
2000
16	EE	Srinivasan Parthasarathy, Mitsunori Ogihara: Exploiting Dataset Similarity for Distributed Mining. IPDPS Workshops 2000: 399-406
15	EE	DeQing Chen, Sandhya Dwarkadas, Srinivasan Parthasarathy, Eduardo Pinheiro, Michael L. Scott: InterWeave: A Middleware System for Distributed Shared State. LCR 2000: 207-220
14	EE	Srinivasan Parthasarathy, Mitsunori Ogihara: Clustering Distributed Homogeneous Datasets. PKDD 2000: 566-574
1999
13	EE	Srinivasan Parthasarathy, Mohammed Javeed Zaki, Mitsunori Ogihara, Sandhya Dwarkadas: Incremental and Interactive Sequence Mining. CIKM 1999: 251-258
12	EE	Srinivasan Parthasarathy, Sandhya Dwarkadas, Mitsunori Ogihara: Active Mining in a Distributed Setting. Large-Scale Parallel Data Mining 1999: 65-82
1998
11		Srinivasan Parthasarathy, Mohammed Javeed Zaki, Wei Li: Memory Placement Techniques for Parallel Association Mining. KDD 1998: 304-308
10	EE	Srinivasan Parthasarathy, Sandhya Dwarkadas: InterAct: Virtual Sharing for Interactive Client-Server Applications. LCR 1998: 394-401
1997
9	EE	Leonidas I. Kontothanassis, Galen C. Hunt, Robert Stets, Nikos Hardavellas, Michal Cierniak, Srinivasan Parthasarathy, Wagner Meira Jr., Sandhya Dwarkadas, Michael L. Scott: VM-Based Shared Memory on Low-Latency, Remote-Memory-Access Networks. ISCA 1997: 157-169
8		Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara, Wei Li: New Algorithms for Fast Discovery of Association Rules. KDD 1997: 283-286
7		Mohammed Javeed Zaki, Srinivasan Parthasarathy, Wei Li, Mitsunori Ogihara: Evaluation of Sampling for Data Mining of Association Rules. RIDE 1997: 0-
6		Robert Stets, Sandhya Dwarkadas, Nikos Hardavellas, Galen C. Hunt, Leonidas I. Kontothanassis, Srinivasan Parthasarathy, Michael L. Scott: Cashmere-2L: Software Coherent Shared Memory on a Clustered Remote-Write Network. SOSP 1997: 170-183
5	EE	Mohammed Javeed Zaki, Srinivasan Parthasarathy, Wei Li: A Localized Algorithm for Parallel Association Mining. SPAA 1997: 321-330
4		Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara, Wei Li: Parallel Algorithms for Discovery of Association Rules. Data Min. Knowl. Discov. 1(4): 343-373 (1997)
3		Mohammed Javeed Zaki, Wei Li, Srinivasan Parthasarathy: Customized Dynamic Load Balancing for a Network of Workstations. J. Parallel Distrib. Comput. 43(2): 156-162 (1997)
1996
2	EE	Mohammed Javeed Zaki, Wei Li, Srinivasan Parthasarathy: Customized Dynamic Load Balancing for a Network of Workstations. HPDC 1996: 282-291
1	EE	Galen C. Hunt, Maged M. Michael, Srinivasan Parthasarathy, Michael L. Scott: An Efficient Algorithm for Concurrent Priority Queue Heaps. Inf. Process. Lett. 60(3): 151-157 (1996)

Coauthor Index

1	Charu C. Aggarwal	[18] [27]
2	Gagan Agrawal	[55]
3	Sitaram Asur	[64] [72] [75] [88]
4	Steve Barr	[28] [53]
5	Indrajit Bhattacharya	[60]
6	Gregory Buehrer	[52] [56] [58] [61] [73] [76] [79] [85] [87] [90]
7	Mark Bullimore	[29] [63] [65]
8	Márcio de Carvalho	[22] [23] [30]
9	Ümit V. Çatalyürek	[72]
10	DeQing Chen	[15]
11	Yen-Kuang Chen	[52] [61] [79] [85]
12	Tat-Sang Choy	[28] [53]
13	Michal Cierniak	[9]
14	Matt Coatney	[25] [28] [37] [50]
15	Chris H. Q. Ding (Hong Q. Ding)	[62]
16	Pradeep Dubey	[52] [61] [85]
17	Sandhya Dwarkadas	[6] [9] [10] [12] [13] [15] [20]
18	Renato Ferreira (Renato Antônio Celso Ferreira)	[39]
19	Boyd Gatlin	[28]
20	Amol Ghoting	[32] [42] [46] [52] [56] [58] [61] [67] [68] [71] [73] [76] [85] [90]
21	Matthew Goyder	[86] [90]
22	Bruno Gusmão	[23]
23	Nikolaos Hardavellas (Nikos Hardavellas)	[6] [9]
24	Kaden Hazzard	[28] [43]
25	Galen C. Hunt	[1] [6] [9]
26	Ming Jiang	[28]
27	Ruoming Jin	[55] [82]
28	Srinivas R. Kashyap	[60]
29	Daehyun Kim	[52] [61] [85]
30	Leonidas I. Kontothanassis	[6] [9]
31	Tahsin M. Kurç	[35] [36] [56] [58] [76] [77] [83] [87] [90]
32	Mario Lauria	[35] [36]
33	Scott Lawrence	[41]
34	G. Li	[32]
35	Hongyuan Li	[48]
36	Wei Li	[2] [3] [4] [5] [7] [8] [11] [17]
37	Raghu Machiraju	[28] [41] [43] [53] [78]
38	Keith Marsolo	[47] [48] [59] [62] [63] [65] [80] [84]
39	Sameep Mehta	[28] [43] [45] [47] [51] [53] [54] [57] [78]
40	Wagner Meira Jr.	[9] [22] [23] [30] [31] [33] [34] [38] [39]
41	Maged M. Michael	[1]
42	Tamer Nadeem	[66]
43	Sundeep Narravula	[32]
44	Dorgival Olavo Guedes Neto	[39]
45	Anthony Nguyen	[52] [61] [85]
46	Mitsunori Ogihara (Mitsunori Ogiwara)	[4] [7] [8] [12] [13] [14] [16] [17]
47	Matthew Eric Otey	[32] [33] [34] [38] [46] [67] [68] [69] [75]
48	Dhabaleswar K. Panda	[32]
49	Eduardo Pinheiro	[15]
50	Dmitrii Polshakov	[48] [55]
51	Bruno Pôssas	[22]
52	Thomas W. Raasch	[29]
53	Arun Ramakrishnan	[24]
54	Kotagiri Ramamohanarao	[84]
55	Pichai Raman	[75]
56	David Richie	[28]
57	Benjamin Rutt	[40]
58	Joel H. Saltz	[35] [36] [56] [58] [76] [77] [87] [90]
59	Michael L. Scott	[1] [6] [9] [15]
60	Robert Stets	[6] [9]
61	Radhakrishnan Sundaresan	[35] [36]
62	Shirish Tatikonda	[56] [58] [76] [83] [86] [87] [90]
63	David Thompson	[28] [41]
64	Donald C. Trost	[69]
65	Michael D. Twa	[29] [63] [65]
66	Duygu Ucar	[64] [72] [88]
67	Adriano Veloso	[22] [23] [30] [31] [33] [34] [38] [39]
68	Chao Wang	[33] [38] [44] [55] [64] [70] [74] [82]
69	Huai Wang	[56] [58]
70	Wei Wang	[49]
71	John Wilkins	[28] [43] [53]
72	Hui Yang	[21] [45] [47] [51] [53] [54] [57] [81]
73	Mohammed Javeed Zaki (Mohammed J. Zaki)	[2] [3] [4] [5] [7] [8] [11] [13] [17] [22] [23] [49]
74	Xi Zhang	[76] [77] [90]

Colors in the list of coauthors