6 citations · 6 across the 4 of their papers we have counts for
3 papers · 1 filter
Attention on Global-Local Representation Spaces in Recommender Systems
Munlika Rattaphun, Wen-Chieh Fang, Chih-Yi Chiu
In this study, we present a novel clustering-based collaborative filtering (CF) method for recommender systems. Clustering-based CF methods can effectively deal with data sparsity…
Effective and Efficient Indexing in Cross-Modal Hashing-Based Datasets
Sarawut Markchit, Chih-Yi Chiu
To overcome the barrier of storage and computation, the hashing technique has been widely used for nearest neighbor search in multimedia retrieval applications recently. Particular…
Learning to Index for Nearest Neighbor Search
Chih-Yi Chiu, Amorntip Prayoonwong, Yin-Chih Liao
In this study, we present a novel ranking model based on learning neighborhood relationships embedded in the index space. Given a query point, conventional approximate nearest neig…