Data Mining Research Group – Weekly Presentations

Fall 2006 (Group Members)

S. No

Presenter

Date

Paper Title

Paper Author(s)

Journal/Conference

9

All

Oct.-Dec.

Pattern Recognition & Machine Learning

Christopher M. Bishop

 

8

Shankar Bhargav

10-06-2006

Overview of CCA (Slides)

David R. Hardoon,
 Sandor Szedmak and
 John Shawe-Taylor

---

7

Payam

09-22-2006

Overview of Statistical Comparison

---

---

6

Alan

09-15-2006

A Unified View of
Kernel k-means, Spectral Clustering and Graph Cuts
(Slides)

Dhillon, Inderjit S.,
Yuqiang Guan, and
Brian Kulis

UTexas,TR-04-25

5

Niyati

09-08-2006

Robust Information-theoretic Clustering (Slides)

Christian Bohm and Christos
Faloutsos and Jia-Yu Pan
and Claudia Plant

Kdd’06

4

Payam

09-01-2006

Extracting Key-Substring-Group Features for Text Classification (Slides)

Dell Zhang and Wee Sun Lee

KDD’06

3

Som

08-25-2006

Unsupervised Feature Selection

---

---

2

Lei

Summer

Multitask Feature Selection (Slides)

Guillaume Obozinski, Ben Taskar and Michael Jordan

ICML’06 Workshop on
Structural Knowledge Transfer for Machine Learning

1

Nitin

Summer

Modeling Word Burstiness Using the Dirichlet Distribution (Slides)

Rasmus E. Madsen ,David Kauchak and Charles Elkan

ICML’05

0

Alan

Summer

Laplacian Score for Feature Selection

Xiaofei He, Deng Cai and Partha Niyogi

NIPS’05

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Spring 2006

S. No

Presenter

Date

Paper Title

Paper Author(s)

Journal/Conference

1.

Alan Zheng Zhao

01-13-2006

Semi-supervised protein classification using cluster kernels

(Slides)

Jason Weston, Christina Leslie, Denyong Zhou and William Stafford Noble

NIPS' 2004

2.

Lance  Parsons

01-20-2006

Unsupervised clustering in mRNA expression profiles (Slides)

D.K. Tasoulis, V.P. Plagianakos and M.N. Vrahatis 

Computers in Biology and Medicine(Oct.2005) 

3.

Alan, Lei, Sai, Payam

    01-27-006

Research Progress Update

---

---

4.

Magdiel Galan

02-03-2006

Research Problems in chip design defect patterns

--- 

---

5.

Nitin

02-10-2006

Multi-class SVM with negative data selection for Web page classification (Slides

Chin-Ming Chen and Hahn-Ming Lee and Ming-Tyan Kao

IJCNN’2004 

6.

Payam

02-17-2006 

X-means: Extending K-means with Efficient Estimation of the Number of Clusters (Slides) 

Dan Phelleg, Andrew Moore

ICML2000 

7.

Sai Moturu

 02-24-2006

Integrated analysis of gene expression by association rules discovery  (Slides)

Pedro Carmona-Saez , Monica Chagoyen , Andres Rodriguez , Oswaldo Trelles , Jose M Carazo  and Alberto Pascual-Montano 

BMC Bioinformatics 

8.

Lance Parsons

03-10-2006 

ASU wiki Introduction 

--- 

 ---

9.

Lei Tang

03-17-2006 

Transfer Learning in Text Categorization  (Slides)

Chuong B.Do and Andrew Ng

 NIPS’2005

10.

Somnath Shahapurkar

03-24-2006

Job Interview skills

Somanth

---

11.

Lance Parsons

03-31-2006

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis (Slides)

Statnikov, Alexander and  Aliferis, Constantin F. and 
Tsamardinos, Ioannis and Hardin, Douglas and Levy,Shawn

Bioinformatics (2005)

12.

All Group Memebers

04-07-2006

KDD’06 Review Discussion

---

---

13.

Alan Zheng Zhao

04-21-2006

High Dimensional Classification with Bayesian Neural Networks and Dirichlet Diffusion Trees (Slides)

Radford Neal and Jianguo Zhang

NIPS’03 Feature Selection Workshop

14.

Lei Tang

05-05-2006

Distance Metric Learning for Large Margin Nearest Neighbor Classification  (Slides 1 and 2)

Kilian Q. Weinberger, John Bitzer and Lawrence K. Saul

NIPS’ 05

15.

Nitin Agarwal

05-12-2006

Distributional Clustering of Words for Text Classification (slides)

L. Douglas Baker

Andrew Kachites McCallum

SIGIR’98

 

 

Fall 2005

S. No

Presenter

Date

Paper Title

Paper Author(s)

Journal/Conference

1.

Lei Tang

Surendra Singhi

Sai Moturu

08-26-2005

Group Reunion;

Surendra and Lei's internship experiences;

Sai's update on his research progress;

---

---

2.

Niyati

09-02-2005

Feature Selection Using Principal Feature Analysis

Ira Cohen, Qi Tian, Xiang Sean Zhou,  Thomas S.Huang

ICIP'02

3.

Surendra Singhi

09-09-2005

---

---

---

4.

Lei Tang

09-16-2005

A support Vector Method for Multivariate performance Measures (Slides)

 

Thorsten Joachims

 

ICML’05

5.

Niyati Parikh

09-23-2005

Thesis work

---

---

6.

Sai Moturu

09-30-2005

Integrative Analysis of Biological Data (Slides)

---

---

7.

Lance Parsons

10-07-2005

Glioblastoma Multiforme(GBM)-Subtype  Analysis

---

---

Surendra

HMM

8.

Sai Moturu

10-14-2005

Kernel Density Estimation

---

---

9.

Nitin Agarwal

10-28-2005

PEBL: Web Page Classification without Negative Examples (Slides)

Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang

TKDE’04