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Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems


Sep 09, 2021
Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis

* 50 pages; Chapter in the Recommender Systems Handbook, 3rd Edition (to appear) 

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Molecule Optimization via Fragment-based Generative Models


Jan 12, 2021
Ziqi Chen, Martin Renqiang Min, Srinivasan Parthasarathy, Xia Ning


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Ranking-based Convolutional Neural Network Models for Peptide-MHC Binding Prediction


Dec 08, 2020
Ziqi Chen, Martin Renqiang Min, Xia Ning

* 17 pages, 5 figures 

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Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering


Aug 12, 2020
Ziwei Fan, Evan Burgun, Zhiyun Ren, Titus Schleyer, Xia Ning

* 18 pages, 11 figures, 8 tables 

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Hybrid Collaborative Filtering Models for Clinical Search Recommendation


Jul 19, 2020
Zhiyun Ren, Bo Peng, Titus K. Schleyer, Xia Ning


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M2pht: Mixed Models with Preferences and Hybrid Transitions for Next-Basket Recommendation


Apr 03, 2020
Bo Peng, Zhiyun Ren, Srinivasan Parthasarathy, Xia Ning


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CNN-based Dual-Chain Models for Knowledge Graph Learning


Nov 26, 2019
Bo Peng, Renqiang Min, Xia Ning


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Drug-drug interaction prediction based on co-medication patterns and graph matching


Feb 22, 2019
Wen-Hao Chiang, Li Shen, Lang Li, Xia Ning


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Drug Selection via Joint Push and Learning to Rank


May 18, 2018
Yicheng He, Junfeng Liu, Xia Ning


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Drug Recommendation toward Safe Polypharmacy


Mar 08, 2018
Wen-Hao Chiang, Li Shen, Lang Li, Xia Ning


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ALE: Additive Latent Effect Models for Grade Prediction


Jan 17, 2018
Zhiyun Ren, Xia Ning, Huzefa Rangwala

* 9 pages, 3 figures 

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Grade Prediction with Temporal Course-wise Influence


Sep 15, 2017
Zhiyun Ren, Xia Ning, Huzefa Rangwala

* 8 pages, 5 figures 

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Trust from the past: Bayesian Personalized Ranking based Link Prediction in Knowledge Graphs


Feb 15, 2016
Baichuan Zhang, Sutanay Choudhury, Mohammad Al Hasan, Xia Ning, Khushbu Agarwal, Sumit Purohit, Paola Pesntez Cabrera

* SDM Workshop on Mining Networks and Graphs (MNG 2016), Miami, FL 

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