Session Details

Similarity Based Methods

Thursday 18 September
10:40 - 12:20
Location: R014

Session chair: Eyke Hüllermeier

10:40Improving k-Nearest Neighbour Classification with Distance Functions based on Receiver Operating Characteristics
Md. Rafiul Hassan, M. Maruf Hossain, James Bailey, Kotagiri Ramamohanarao
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11:00Nearest Neighbour Classification with Monotonicity Constraints
Wouter Duivesteijn, Ad Feelders
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11:20Estimating Sales Opportunity using Similarity-based Methods
Sholom Weiss, Nitin Indurkhya
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11:40A Collaborative Filtering Framework Based on both Local User Similarity and Global User Similarity
Heng Luo, Changyong Niu, Ruimin Shen, Carsten Ullrich
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12:00Metric Learning: A Support Vector Approach
Nam Nguyen, Yunsong Guo
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