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Srinivasan Parthasarathy

Papers on DiSC'04


Mining Frequent Itemsets in Distributed and Dynamic Databases

Efficient, Accurate and Privacy-Preserving Data Mining for Frequent Itemsets in Distributed Databases

Towards NIC-based intrusion detection

Publications


Note: Links lead to the DBLP on the Web.

Srinivasan Parthasarathy

Benjamin Rutt , Srinivasan Parthasarathy: Exploiting Recurring Usage Patterns to Enhance Filesystem and Memory Subsystem Performance. PAKDD 2004 : 486-496

V. S. Anil Kumar , Madhav V. Marathe , Srinivasan Parthasarathy, Aravind Srinivasan : End-to-end packet-scheduling in wireless ad-hoc networks. SODA 2004 : 1021-1030

Matt Coatney , Srinivasan Parthasarathy: MotifMiner: A General Toolkit for Efficiently Identifying Common Substructures in Molecules. BIBE 2003 : 336-340

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

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

Adriano Veloso , Matthew Eric Otey , Srinivasan Parthasarathy, Wagner Meira Jr. : Parallel and Distributed Frequent Itemset Mining on Dynamic Datasets. HiPC 2003 : 184-193

Matthew Eric Otey , Chao Wang , Srinivasan Parthasarathy, Adriano Veloso , Wagner Meira Jr. : Mining Frequent Itemsets in Distributed and Dynamic Databases. ICDM 2003 : 617-620

Matthew Eric Otey , Srinivasan Parthasarathy, A. Ghoting , G. Li , S. Narravula , D. Panda : Towards NIC-based intrusion detection. KDD 2003 : 723-728

Rajiv Gandhi , Srinivasan Parthasarathy, Arunesh Mishra : Minimizing broadcast latency and redundancy in ad hoc networks. MobiHoc 2003 : 222-232

Adriano Veloso , Wagner Meira Jr. , Srinivasan Parthasarathy: New Parallel Algorithms for Frequent Itemset Mining in Very Large Databases. SBAC-PAD 2003 : 158-166

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

M. D. Twa , Srinivasan Parthasarathy, T. W. Raasch , M. A. Bullimore : Decision Tree Classification of Spatial Data Patterns from Videokeratography using Zernicke Polynomials. SDM 2003

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

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)

Rajiv Gandhi , Samir Khuller , Srinivasan Parthasarathy, Aravind Srinivasan : Dependent Rounding in Bipartite Graphs. FOCS 2002 : 323-332

Srinivasan Parthasarathy: Efficient Progressive Sampling for Association Rules. ICDM 2002 : 354-361

Srinivasan Parthasarathy, Matt Coatney : Efficient Discovery of Common Substructures in Macromolecules. ICDM 2002 : 362-369

Srinivasan Parthasarathy, Arun Ramakrishnan : Parallel Incremental 2D-Discretization on Dynamic Datasets. IPDPS 2002

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

Adriano Veloso , Wagner Meira Jr. , Márcio de Carvalho , Bruno Pôssas , Srinivasan Parthasarathy, Mohammed Javeed Zaki : Mining Frequent Itemsets in Evolving Databases. SDM 2002

Hui Yang , Srinivasan Parthasarathy: On the Use of Constrained Associations for Web Log Mining. WEBKDD 2002 : 100-118

Srinivasan Parthasarathy, Sandhya Dwarkadas : Shared State for Distributed Interactive Data Mining Applications. Distributed and Parallel Databases 11 (2): 129-155 (2002)

Srinivasan Parthasarathy: Towards Network-Aware Data Mining. IPDPS 2001 : 157

Charu C. Aggarwal , Srinivasan Parthasarathy: Mining massively incomplete data sets by conceptual reconstruction. KDD 2001 : 227-232

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)

Srinivasan Parthasarathy, Mitsunori Ogihara : Exploiting Dataset Similarity for Distributed Mining. IPDPS Workshops 2000 : 399-406

DeQing Chen , Sandhya Dwarkadas , Srinivasan Parthasarathy, Eduardo Pinheiro , Michael L. Scott : InterWeave: A Middleware System for Distributed Shared State. LCR 2000 : 207-220

Srinivasan Parthasarathy, Mitsunori Ogihara : Clustering Distributed Homogeneous Datasets. PKDD 2000 : 566-574

Srinivasan Parthasarathy, Mohammed Javeed Zaki , Mitsunori Ogihara , Sandhya Dwarkadas : Incremental and Interactive Sequence Mining. CIKM 1999 : 251-258

Srinivasan Parthasarathy, Sandhya Dwarkadas , Mitsunori Ogihara : Active Mining in a Distributed Setting. Large-Scale Parallel Data Mining 1999 : 65-82

Srinivasan Parthasarathy, Mohammed Javeed Zaki , Wei Li : Memory Placement Techniques for Parallel Association Mining. KDD 1998 : 304-308

Srinivasan Parthasarathy, Sandhya Dwarkadas : InterAct: Virtual Sharing for Interactive Client-Server Applications. LCR 1998 : 394-401

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

Mohammed Javeed Zaki , Srinivasan Parthasarathy, Mitsunori Ogihara , Wei Li : New Algorithms for Fast Discovery of Association Rules. KDD 1997 : 283-286

Mohammed Javeed Zaki , Srinivasan Parthasarathy, Wei Li , Mitsunori Ogihara : Evaluation of Sampling for Data Mining of Association Rules. RIDE 1997 : 0-

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

Mohammed Javeed Zaki , Srinivasan Parthasarathy, Wei Li : A Localized Algorithm for Parallel Association Mining. SPAA 1997 : 321-330

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)

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)

Mohammed Javeed Zaki , Wei Li , Srinivasan Parthasarathy: Customized Dynamic Load Balancing for a Network of Workstations. HPDC 1996 : 282-291

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)

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