Data
Mining Research Group – Weekly Presentations
Summer 2005
|
S. No |
Presenter |
Date |
Paper Title |
Paper Author(s) |
Journal/Conference |
|
1. |
Lance Parsons |
06-03-2005 |
Multiclass classification of microarray
data with repeated measurements: application to cancer |
Yeung, Ka Yee and Bumgarner, Roger E |
Genome Biol. 2003;4(12):R83 |
|
2. |
Alan Zheng Zhao |
06-10-2005 |
Overfitting in Making Comparisons Between variable Selection Methods |
Reunanen, Juha |
Journal of Machine Learning Research 3 (2003) 1371-1382 |
|
3. |
Alan Zheng Zhao
|
06-17-2005 |
Ran Gilad-Bachrachy, Amir Navotz, and Naftali Tishby |
ICML 2004 |
|
|
4. |
Nitin Agarwal |
06-24-2005 |
|
WWW 2004 |
|
|
Somnath Shahapurkar |
Comparison of Self-Organizing Map with K-Means Hierarchical Clustering for Bioinformatics Applications |
Somnath S. Shahapurkar,
Malur K. Sundareshan |
ICJNN 04 |
||
|
5. |
Niyati Parikh |
07-01-2005 |
Data mining in wireless sensor networks based on artificial neural-networks algorithms (Slides) |
Andrea Kulakov and Danco Davcev |
|
|
6. |
Sai Moturu |
07-08-2005 |
? |
? |
? |
|
7. |
Lei Yu Everyone |
07-15-2005 |
Review Lei’s Defense Late summer project updates from all group members |
-- |
-- |
|
8. |
|
07-22-2005 |
Discuss ICDM paper reviews |
-- |
|
|
9. |
Ashutosh Tiwari |
07-29-2005 |
A Framework for Projected Clustering of High Dimensional Data Streams (Slides) |
Charu C. Aggarwal, Jiawei Han, Kianyong Want, Philip S. Yu |
VLDB 2004 |
|
10. |
Alan (Zheng) Zhao |
08-05-2005 |
-- |
-- |
|
|
11. |
Niyati Parikh |
08-12-2005 |
Update on current research |
-- |
-- |
|
12. |
Somnath Shahapurkar |
08-19-2005 |
Update on current thesis topic research |
-- |
-- |
Spring 2005
|
S. No |
Presenter |
Date |
Paper Title |
Paper Author(s) |
Conference |
|
1. |
Nitin Agarwal |
02-04-2005 |
Christian Baumgartner and Claudia Plant and Karin Kailing and Hans-Peter Kriegel and Peer Kroger |
In proceedings of 4th IEEE International Conference on Data Mining (ICDM'04) |
|
|
2. |
Niyati Parikh |
03-25-2005 |
Naoki Abe and bianca Zadrozny and John Langford |
KDD '04 |
|
|
3. |
Alan Zheng Zhao |
04-01-2005 |
D. Zhou, O. Bousquet, T.N. Lal, J.Weston and B.Scholokopf |
NIPS '04 |
|
|
4. |
Lei Tang |
04-15-2005 |
Support Vector Classification with Input Data Uncertainty (Slides) |
Jinbo Bi and Tong Zhang |
NIPS '04 |
|
5. |
Surendra Singhi |
04-29-2005 |
Choosing Between Two Learning Algorithms Based on Calibrated Tests (Slides) |
Remco R. Bouckaert |
ICML '03 |
|
6. |
Sai Moturu |
05-06-2005 |
Evaluation and Optimization of Clustering in Gene Expression and Data Analysis (Slides) |
A. Fazel Famili, Ganming Liu and Ziying Liu |
Bioinformatics |
|
7. |
Lance Parsons |
05-13-2005 |
Single Nucleotide Polymorphism (Slides) |
|
|
|
8. |
Ashutosh Tiwari |
05-20-2005 |
Clustering Distributed Data Streams in Peer-to-Peer Environments |
|
|
|
9. |
Alan Zheng Zhao |
05-26-2005 |
Attribute dependencies, understandability and split selection in tree based models |
Marko Robnik- Sikonja and Igor Kononenk |
ICML’99 |
Fall 2004 (Group Members)
|
S. No |
Presenter |
Date |
Paper Title |
Paper Author(s) |
Conference |
|
1. |
Lance Parsons |
09-03-2004 |
Mining Coherent Gene Clusters from Gene-Sample-Time Microarray Data (Slides) |
Daxin Jiang,
|
KDD-2004 Conference |
|
2. |
Lei Yu |
|
A Pitfall and Solution in Multi-Class Feature Selection
for Text |
George Forman |
ICML-2004 Conference |
|
3. |
Ehtesham |
|
A Framework for Ontology-Driven Subspace Clustering |
Jinze Liu, Wei Wang, and Jiong Yang |
SIGKDD-2004 Conference |
|
4. |
Steve |
|
CrossMine: Efficient Classification Across Multiple Database Relations |
Xiaoxin Yin, Jiawei Han, Jiong Yang, and Philip yu |
ICDE-2004 Conference |
|
5. |
Nitin |
|
Web Usage Mining Based on Probabilistic Latent Semantic Analysis |
Xin Jin, Yanzan Zhou, and Bamshad Mobasher |
SIGKDD-2004 Conference |
|
6. |
Magdiel |
09-17-2004 |
Clustering Time Series from ARMA Models with Clipped Data (Slides) |
A. J. Bagnall and G. J. Janacek |
SIGKDD-2004 Conference |
|
7. |
Alan |
|
FARMER: Finding Interesting Rule Groups in Microarray Datasets |
Gao Cong, Anthony K. H. Tung, Xin Xu, Feng Pan, and Jiong Yang |
SIGMOD-2004 Conference |
|
8. |
Lei Tang |
|
Ensemble selection from library of models |
Rich Caruana, Alexandru Niculescu-Mizil, Geoff Crew, and Alex Ksikes |
ICML-2004 Conference |
|
9. |
Surendra |
|
|
|
|
|
10. |
Magdiel |
10-08-2004 |
A Wavelet-Based Anytime Algorithm for K-Means Clustering of Time Series (Slides) |
M. Vlachos, J.Lin, E. Keogh, D. Gunopulos |
SIAM-2003 Conference |
|
11. |
Ashutosh Tiwari |
10-15-2004 |
A Tutorial on Time-Series Data (Part-1) |
|
|
