5. SDM 2005:
Newport Beach,
California,
USA
Papers Presented in the 2005 SIAM International Data Mining Conference
Statistics in Data Mining
Stream Data Mining
Privacy Preserving Data Mining
Clustering
Scientific Data Mining
- 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.
BibTeX
- Bavani Arunasalam, Sanjay Chawla, Pei Sun:
Striking Two Birds With One Stone: Simultaneous Mining of Positive and Negative Spatial Patterns.
BibTeX
- Ata Kabán, Louisa Nolan, Somak Raychaudhury:
Finding Young Stellar Populations in Elliptical Galaxies from Independent Components of Optical Spectra.
BibTeX
Classifiers and Ensembles
Association Rules and Database Issues
Graphs and Graphical Models
SVM and Classification
Complex Data Types:
Text,
Images,
and Sequences
Statistics in Data Mining
Scientific Data Mining
Poster Papers
- Jian Pei, Moonjung Cho, David Wai-Lok Cheung:
Cross Table Cubing: Mining Iceberg Cubes from Data Warehouses.
BibTeX
- Amir Bar-Or, Ran Wolff, Assaf Schuster, Daniel Keren:
Decision Tree Induction in High Dimensional, Hierarchically Distributed Databases.
BibTeX
- Daniel Lemire, Anna Maclachlan:
Slope One Predictors for Online Rating-Based Collaborative Filtering.
BibTeX
- Mehmet Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao:
Sparse Fisher Discriminant Analysis for Computer Aided Detection.
BibTeX
- Hamad Alhammady, Kotagiri Ramamohanarao:
Expanding the Training Data Space Using Emerging Patterns and Genetic Methods.
BibTeX
- Wei Fan, Janek Mathuria, Chang-tien Lu:
Making Data Mining Models Useful to Model Non-paying Customers of Exchange Carriers.
BibTeX
- Shuting Xu, Jun Zhang:
Matrix Condition Number Prediction with SVM Regression and Feature Selection.
BibTeX
- Reda Alhajj:
Cluster Validity Analysis of Alternative Results from Multi-Objective Optimization.
BibTeX
- Kuo-Yu Huang, Chia-Hui Chang, Kuo-Zui Lin:
ClosedPROWL: Efficient Mining of Closed Frequent Continuities by Projected Window List Technology.
BibTeX
- Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh:
Three Myths about Dynamic Time Warping Data Mining.
BibTeX
- Effrosini Kokiopoulou, Yousef Saad:
PCA and kernel PCA using polynomial filtering: a case study on face recognition.
BibTeX
- Raymond Chi-Wing Wong, Ada Wai-Chee Fu:
Mining Top-K Itemsets over a Sliding Window Based on Zipfian Distribution.
BibTeX
- Tao Li:
Hierarchical Document Classification Using Automatically Generated Hierarchy.
BibTeX
- Tao Li:
On Clustering Binary Data.
BibTeX
- Nitin Kumar, Venkata Nishanth Lolla, Eamonn J. Keogh, Stefano Lonardi, Chotirat (Ann) Ratanamahatana:
Time-series Bitmaps: a Practical Visualization Tool for Working with Large Time Series Databases.
BibTeX
- Rong She, Ke Wang, Yabo Xu, Philip S. Yu:
Pushing Feature Selection Ahead Of Join.
BibTeX
- Shiying Huang, Geoffrey I. Webb:
Discarding Insignificant Rules during Impact Rule Discovery in Large, Dense Databases.
BibTeX
- Himika Biswas, Somnath Pal:
SPID4.7: Discretization Using Successive Pseudo Deletion at Maximum Information Gain Boundary Points.
BibTeX
- Zheng Sun, Philip S. Yu, Xiang-Yang Li:
Iterative Mining for Rules with Constrained Antecedents.
BibTeX
- Al Mamunur Rashid, George Karypis, John Riedl:
Influence in Ratings-Based Recommender Systems: An Algorithm-Independent Approach.
BibTeX
- Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà:
Mining Unconnected Patterns in Workflows.
BibTeX
- Bharath Kumar Mohan:
The Best Nurturers in Computer Science Research.
BibTeX
- Tsuyoshi Idé, Keisuke Inoue:
Knowledge Discovery from Heterogeneous Dynamic Systems using Change-Point Correlations.
BibTeX
- Ke Wang, Yabo Xu, Philip S. Yu, Rong She:
Building Decision Trees on Records Linked through Key References.
BibTeX
- Giuliano Tirenni, Abderrahim Labbi, André Elisseeff, Cesar Berrospi:
Efficient Allocation of Marketing Resources using Dynamic Programming.
BibTeX
- Haixun Wang, Chang-Shing Perng, Philip S. Yu:
Near-Neighbor Search in Pattern Distance Spaces.
BibTeX
- Haiyun Bian, Raj Bhatnagar:
An Algorithm for Well Structured Subspace Clusters.
BibTeX
- Vincent Shin-Mu Tseng, Chao-Hui Lee:
CBS: A New Classification Method by Using Sequential Patterns.
BibTeX
- Hong Cheng, Xifeng Yan, Jiawei Han:
SeqIndex: Indexing Sequences by Sequential Pattern Analysis.
BibTeX
- Chris H. Q. Ding, Xiaofeng He:
On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering.
BibTeX
- Gang Wu, Zhihua Zhang, Edward Y. Chang:
Kronecker Factorization for Speeding up Kernel Machines.
BibTeX
- Feng Kang, Rong Jin:
Symmetric Statistical Translation Models for Automatic Image Annotation.
BibTeX
- Kang Peng, Slobodan Vucetic, Zoran Obradovic:
Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets.
BibTeX
- Alina Beygelzimer, Emre Erdogan, Sheng Ma, Irina Rish:
Statictical Models for Unequally Spaced Time Series.
BibTeX
- Efstratios Gallopoulos, Dimitrios Zeimpekis:
CLSI: A Flexible Approximation Scheme from Clustered Term-Document Matrices.
BibTeX
- Unil Yun, John J. Leggett:
WFIM: Weighted Frequent Itemset Mining with a weight range and a minimum weight.
BibTeX
- Martin H. C. Law, Alexander P. Topchy, Anil K. Jain:
Model-based Clustering With Probabilistic Constraints.
BibTeX
Copyright © Sat May 16 23:37:11 2009
by Michael Ley (ley@uni-trier.de)
