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Image Re-ranking and Rank Aggregation Based on Similarity of Ranked Lists
Pattern Recognition, 2011In Content-based Image Retrieval (CBIR) systems, ranking accurately collection images is of great relevance. Users are interested in the returned images placed at the first positions, which usually are the most relevant ones. Collection images are ranked in increasing order of their distance to the query pattern (e.g., query image) defined by users ...
Daniel Carlos Guimarães Pedronette +1 more
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Learning to Rank with Ensemble Ranking SVM
Neural Processing Letters, 2014In this paper, we propose a novel learning to rank method using Ensemble Ranking SVM. Ensemble Ranking SVM is based on Ranking SVM which has been commonly used for learning to rank. The basic idea of Ranking SVM is to formulate the problem of learning to rank as that of binary classification on instance pairs.
Cheolkon Jung, Yanbo Shen, Licheng Jiao
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Ensemble Ranking SVM for learning to rank
2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011This paper deals with the problem of learning to rank documents for information retrieval. Until now, Ranking SVM has been successfully used for learning to rank documents. The basic idea of Ranking SVM is to formalize learning to rank as a problem of binary classification on instance pairs and solve the problem using SVM.
Cheolkon Jung, Licheng Jiao, Yanbo Shen
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Collaborative Ranking with Ranking-Based Neighborhood
2013Recommendation system is a very important tool to help users to find what they are interested in on the web. In many commercial recommendation systems, only the top-K items are shown to users, and recommendation becomes a ranking task rather than a classical rating prediction task.
Chaosheng Fan, Zuoquan Lin
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From Cluster Ranking to Document Ranking
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022Egor Markovskiy +3 more
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A Deep Look into neural ranking models for information retrieval
Information Processing and Management, 2020Jiafeng Guo, Yixing Fan, Liang Pang
exaly
Fuzzy risk analysis based on the ranking of generalized trapezoidal fuzzy numbers
Applied Intelligence, 2006Shyi-Ming Chen, Chen Shyi-Ming
exaly