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Sheng Ma

Papers on DiSC'04


Clustering Gene Expression Data in SQL Using Locally Adaptive Metrics

Is random model better? On its accuracy and efficiency

Critical event prediction for proactive management in large-scale computer clusters

Data-driven validation, completion and construction of event relationship networks

Publications


Note: Links lead to the DBLP on the Web.

Sheng Ma

Dimitris Papadopoulos , Carlotta Domeniconi , Dimitrios Gunopulos , Sheng Ma: Clustering gene expression data in SQL using locally adaptive metrics. DMKD 2003 : 35-41

Wei Fan , Haixun Wang , Philip S. Yu , Sheng Ma: Is random model better? On its accuracy and efficiency. ICDM 2003 : 51-58

Mark Brodie , Irina Rish , Sheng Ma, Natalia Odintsova : Active Probing Strategies for Problem Diagnosis in Distributed Systems. IJCAI 2003 : 1337-1338

Ramendra K. Sahoo , A. Oliner , Irina Rish , M. Gupta , José E. Moreira , Sheng Ma, Ricardo Vilalta , Anand Sivasubramaniam : Critical event prediction for proactive management in large-scale computer clusters. KDD 2003 : 426-435

Chang-Shing Perng , David Thoenen , Genady Grabarnik , Sheng Ma, Joseph L. Hellerstein : Data-driven validation, completion and construction of event relationship networks. KDD 2003 : 729-734

Irina Rish , Mark Brodie , Sheng Ma: Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. AAAI/IAAI 2002 : 560-566

Chang-Shing Perng , Haixun Wang , Sheng Ma, Joseph L. Hellerstein : User-directed Exploration of Mining Space with Multiple Attributes. ICDM 2002 : 394-401

Ricardo Vilalta , Sheng Ma: Predicting Rare Events In Temporal Domains. ICDM 2002 : 474-481

Haixun Wang , Chang-Shing Perng , Sheng Ma, Philip S. Yu : Mining Associations by Pattern Structure in Large Relational Tables. ICDM 2002 : 482-489

Sheng Ma, Joseph L. Hellerstein , Chang-Shing Perng , Genady Grabarnik : Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM 2002 : 661-664

Mark M. Maccabee , Sheng Ma: Web Application Performance: Realistic Work Load for Stress Test. Int. CMG Conference 2002 : 353-362

Carlotta Domeniconi , Chang-Shing Perng , Ricardo Vilalta , Sheng Ma: A Classification Approach for Prediction of Target Events in Temporal Sequences. PKDD 2002 : 125-137

Feng Liang , Sheng Ma, Joseph L. Hellerstein : Discovering Fully Dependent Patterns. SDM 2002

Mark Brodie , Irina Rish , Sheng Ma: Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. IBM Systems Journal 41 (3): 372-385 (2002)

Ricardo Vilalta , Chidanand Apté , Joseph L. Hellerstein , Sheng Ma, Sholom M. Weiss : Predictive algorithms in the management of computer systems. IBM Systems Journal 41 (3): 461-474 (2002)

Joseph L. Hellerstein , Sheng Ma, Chang-Shing Perng : Discovering actionable patterns in event data. IBM Systems Journal 41 (3): 475-493 (2002)

Michelle X. Zhou , Sheng Ma, Ying Feng : Applying machine learning to automated information graphics generation. IBM Systems Journal 41 (3): 504-523 (2002)

Alina Beygelzimer , Chang-Shing Perng , Sheng Ma: Fast ordering of large categorical datasets for visualization. Intell. Data Anal. 6 (4): 379-395 (2002)

Chang-Shing Perng , Haixun Wang , Sheng Ma, Joseph L. Hellerstein : Discovery in multi-attribute data with user-defined constraints. SIGKDD Explorations 4 (1): 56-64 (2002)

Sheng Ma, Joseph L. Hellerstein : Mining Partially Periodic Event Patterns with Unknown Periods. ICDE 2001 : 205-214

Sheng Ma, Joseph L. Hellerstein : Mining Mutually Dependent Patterns. ICDM 2001 : 409-416

Chang-Shing Perng , Haixun Wang , Sheng Ma, Joseph L. Hellerstein : FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM 2001 : 449-456

Alina Beygelzimer , Chang-Shing Perng , Sheng Ma: Fast ordering of large categorical datasets for better visualization. KDD 2001 : 239-244

Sheng Ma, Chuanyi Ji : Modeling heterogeneous network traffic in wavelet domain. IEEE/ACM Trans. Netw. 9 (5): 634-649 (2001)

David J. Taylor , Nagui Halim , Joseph L. Hellerstein , Sheng Ma: Scalable Visualization of Event Data. DSOM 2000 : 47-58

Joseph L. Hellerstein , Sheng Ma: Mining Event Data for Actionable Patterns. Int. CMG Conference 2000 : 307-318

Sheng Ma, Joseph L. Hellerstein : EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. DSOM 1999 : 285-296

Chuanyi Ji , Sheng Ma, Xusheng Tian : Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic. INFOCOM 1999 : 170-177

Sheng Ma, Chuanyi Ji : Modeling Video Traffic in the Wavelet Domain. INFOCOM 1998 : 201-208

Sheng Ma, Chuanyi Ji : Wavelet Models for Video Time-Series. NIPS 1997

Chuanyi Ji , Sheng Ma: Combinations of Weak Classifiers. NIPS 1996 : 494-500

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