IEEE Project Title’s – 2001

A Sequential Pattern Query Language for Supporting Instant Data Mining for e-Services. Reza Sadri, Carlo Zaniolo, Amir M. Zarkesh, Jafar Adibi. VLDB 2001. (applications track, data analysis and mining)

A condensed representation to find frequent patterns. Artur Bykowski, Christophe Rigotti. PODS 2001. (data mining)

An Efficient Approximation Scheme for Data Mining Tasks. George Kollios, Dimitrios Gunopulos, Nick Koudas, Stefan Berchtold. ICDE 2001. (data mining/frequent item sets)

B+ Tree Indexes with Hybrid Row Identifiers in Oracle 8i. Eugene Inseok Chong, Souripriya Das, Chuck Freiwald, Jagannathan Srinivasan, Aravind Yalamanchi, Mahesh Jagannath, Anh-Tuan Tran, Ramkumar Krishnan. ICDE 2001. (indexing and clustering)

B-Tree Indexes and CPU Caches. Goetz Graefe, Per-Åke Larson. ICDE 2001. (indexing and clustering)

C2P: Clustering based on Closest Pairs. Alexandros Nanopoulos, Yannis Theodoridis, Yannis Manolopoulos. VLDB 2001. (regular paper, data mining and clustering)

Communication Efficient Distributed Mining of Association Rules. Assaf Schuster, Ran Wolff. ACM SIGMOD Conference 2001. (sampling and association rules)

Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering. Markus M. Breunig, Hans-Peter Kriegel, Peer Kröger, Jörg Sander. ACM SIGMOD Conference 2001. (classification and clustering)

MAFIA: A Maximal Frequent Itemset Algorithm for Transactional Databases. Douglas Burdick, Manuel Calimlim, Johannes Gehrke. ICDE 2001. (data mining/frequent item sets)

Mining Frequent Item Sets with Convertible Constraints. Jian Pei, Jiawei Han, Laks V. S. Lakshmanan. ICDE 2001. (data mining/frequent item sets)

Mining Multi-Dimensional Constrained Gradients in Data Cubes. Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang. VLDB 2001. (regular paper, data mining and clustering)

Mining Needle in a Haystack: Classifying Rare Classes via Two-phase Rule Induction. Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar. ACM SIGMOD Conference 2001. (classification and clustering)

Mining Partially Periodic Event Patterns with Unknown Periods. Sheng Ma, Joseph L. Hellerstein. ICDE 2001. (data mining from patterns)

NetCube: A Scalable Tool for Fast Data Mining and Compression. Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun. VLDB 2001. (regular paper, data mining and clustering)

On Dual Mining: From Patterns to Circumstances, and Back. Gösta Grahne, Laks V. S. Lakshmanan, Xiaohong Wang, Ming Hao Xie. ICDE 2001. (data mining from patterns)

On the Design and Quantification of Privacy Preserving Data Mining Algorithms. Dakshi Agrawal, Charu C. Aggarwal. PODS 2001. (data mining)

On the Effects of Dimensionality Reduction on High Dimensional Similarity Search. Charu C. Aggarwal. PODS 2001. (data mining)

PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth. Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu. ICDE 2001. (data mining from patterns)

Probe, Count, and Classify: Categorizing Hidden Web Databases. Panagiotis G. Ipeirotis, Luis Gravano, Mehran Sahami. ACM SIGMOD Conference 2001. (classification and clustering)

Scientific OLAP for the Biotech Domain. Nam Huyn. VLDB 2001. (applications track, data analysis and mining)

Selectivity Estimation for Spatial Joins. Ning An, Zhen-Yu Yang, Anand Sivasubramaniam. ICDE 2001. (indexing and clustering)

Selectivity Estimation using Probabilistic Models. Lise Getoor, Benjamin Taskar, Daphne Koller. ACM SIGMOD Conference 2001. (sampling and association rules)

Spatial Clustering in the Presence of Obstacles. Anthony K. H. Tung, Jean Hou, Jiawei Han. ICDE 2001. (indexing and clustering)

Using the Golden Rule of Sampling for Query Estimation. Yi-Leh Wu, Divyakant Agrawal, Amr El Abbadi. ACM SIGMOD Conference 2001. (sampling and association rules)

Warehousing Workflow Data: Challenges and Opportunities. Angela Bonifati, Fabio Casati, Umeshwar Dayal, Ming-Chien Shan. VLDB 2001. (applications track, data analysis and mining)

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