2010 Workshop on Optimization Based Methods for
Emerging Data Mining Problems
(OEDM'10)
Held in conjunction with
Venue: UTS Haymarket Campus, Haymarket, Building 5, Level 1, 5B.1.12
Date: Dec. 14, 2010
9:30-9:45 Dan Zhang, Yan Liu, Rick Lawrence, and Vijil Chenthamarakshan,
"ALPOS -- Assisted Learning for Partial ObServation: A Machine Learning
Approach for Classifying Tweets"
9:45-10:00 Lingfeng Niu and Yong Shi, "Semi-supervised PLSA for Document
Clustering"
10:00-10:30 Coffee break
10:30-11:00 Invited talk
11:00-11:15 Haolan Zhang, Clement H. C. Leung, Gitesh K. Raikundalia, Jing He,
"A Novel Ranking Algorithm for Service Matching Based on Agent Association
Graphs"
11:15-11:30 Novi Quadrianto, Dale Schuurmans, and Alex Smola, "Distributed
Flow Algorithms for Scalable Similarity Visualization"
11:30-11:45 Sangeetha Kutty, Richi Nayak, and Yuefeng Li, "XML Documents
Clustering using Tensor Space Model"
11:45-12:00 Guangli Nie, Lingling Zhang, Yuejin Zhang, and Yong Shi, "Find
Intelligent Knowledge by Second Time Mining: Three Cases from China"
12:00-12:15 Dragomir Yankov, Suju Rajan, and Adwait Ratnaparkhi, "Integer
Programming for Multi-Class Active Learning"
12:15-1:30 Lunch break
1:30-2:10 Xiaofei Zhou and Yong Shi, "Subspace Distance-Based Sampling
Method for SVM" Invited talk
2:10-2:30 Zhichen Xia and Chris Ding, "Integrating Symmetric Nonnegative
Matrix Factorization and Normalized Cut Spectral Clustering"
2:30-2:45 Lei Zhao, Musa Mammadov, and John Yearwood, "From Convex to
Non-Convex: a Loss Function Analysis for Binary Classification"
2:45-3:00 Michael Ovelgönne and Andreas Geyer-Schulz, "Cluster Cores and
Modularity Maximization"
3:00-3:15 Evaggelos Papalexakis, Nikolaos Sidiropoulos, and Minos
Garofalakis, "Reviewer Profiling Using Sparse Matrix Regression"
3:15-3:30 Chuan Shi, Yanan Cai, Philip Yu, ZhenYu Yan, and Bin Wu, "A
Comparison of Objective Functions in Network Community Detection"
3:30-4:00
Coffee break
4:00-4:15 Zhengguo Sun, Tao Li, and Naphtali Rishe, "Large-Scale Matrix
Factorization using MapReduce"
4:15-4:30 Francesc J. Ferri, Katerine Diaz-Chito, and Wladimiro DiazVillanueva, "Efficient Dimensionality Reduction on Undersampled Problems
through Incremental Discriminative Common Vectors"
4:30-4:45 Yuzhao Ni, Ju Sun, Xiaotong Yuan, Simon yan, and Loong-Fah
Cheong, "Robust Low-Rank Subspace Segmentation with Semidefinite
Guarantees"
4:45-5:00 Leman Akoglu and Christos Faloutsos, "ProCommend: A Flexible
Profit-Oriented Recommender System"
5:00-5:15 Dimitri Semenovich and Nobuyuki Morioka, "Efficient additive
models via higher order $\ell_1$ regularization"