SIGIR & KDD papers

SIGIR'07

An InterActive Algorithm For Asking And Incorporating Feature Feedback into Support Vector Machines
Hema Raghavan, James Allan

Analyzing Feature Trajectories for Event Detection
QI HE, Kuiyu Chang, Ee-Peng Lim

New Event Detection Based on Indexing-tree and Named Entity
Kuo ZHANG, JuanZi LI, Gang WU

Session 12: Learning to Rank I (Wed 09:00-10:30)

Chair: Bruce Croft, Foyer Room

• A Support Vector Method for Optimizing Average Precision
  Yisong Yue, Thomas Finley, Filip Radlinski, Thorsten Joachims
• Ranking with Multiple Hyperplanes
  Tie-Yan Liu, Tao Qin, Wei Lai, Xu-Dong Zhang, De-Sheng Wang, Hang Li
• A Regression Framework for Learning Ranking Functions Using Relative Relevance Judgments
  Zhaohui Zheng, Hongyuan Zha, Keke Chen, Gordon Sun

Session 16: Learning to Rank II (Wed 14:30-16:30)

Chair: Keith van Rijsbergen, Grand Ballroom

• FRank: A Ranking Method with Fidelity Loss
  Ming-Feng Tsai, Tie-Yan Liu, Tao Qin, Hsin-Hsi Chen, Wei-Ying Ma
• AdaRank: A Boosting Algorithm for Information Retrieval
  Jun Xu, Hang Li
• A Combined Component Approach for Finding Collection-Adapted Ranking Functions based on Genetic Programming
  Humberto Almeida, Marcos Goncalves, Marco Cristo, Pavel Calado
• Feature Selection for Ranking
  Tie-Yan Liu, Xiubo Geng, Tao Qin

KDD'07

Active Exploration for Learning Rankings from Clickthrough Data - Filip Radlinski and Thorsten Joachims

Co-clustering based Classification for Out-of-domain Documents - Wenyuan Dai, Gui-Rong Xue, Qiang Yang, and Yong Yu

Enhancing Semi-Supervised Clustering: A Feature Projection Perspective - Wei Tang, Hui Xiong, Shi Zhong, and Jie Wu

Evolutionary Spectral Clustering by Incorporating Temporal Smoothness - Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, and Belle Tseng

Mining Statistically Important Equivalence Classes - Jinyan Li, Guimei Liu, and Limsoon Wong

Model-Shared Subspace Boosting for Multi-label Classification - Rong Yan, Jelena Tesic, and John Smith

Support Feature Machine for Classification of Abnormal Brain Activity - W. Art Chaovalitwongse, Ya-Ju Fan, and Rajesh Sachdeo