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Publications
- 2022
[r2]Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis:
Trust Your Neighbors: A Comprehensive Survey of Neighborhood-Based Methods for Recommender Systems. Recommender Systems Handbook 2022: 39-89- 2021
- [i17]Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis:
Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems. CoRR abs/2109.04584 (2021) - 2017
- [e1]Raju Gottumukkala, Xia Ning, Guozhu Dong, Vijay Raghavan, Srinivas Aluru, George Karypis, Lucio Miele, Xindong Wu:
2017 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2017, New Orleans, LA, USA, November 18-21, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-3800-2 [contents] - 2015
- [c14]Xia Ning, George Karypis:
Recent Advances in Recommender Systems and Future Directions. PReMI 2015: 3-9 - [r1]Xia Ning, Christian Desrosiers, George Karypis:
A Comprehensive Survey of Neighborhood-Based Recommendation Methods. Recommender Systems Handbook 2015: 37-76 - 2013
- [c11]Santosh Kabbur, Xia Ning, George Karypis
:
FISM: factored item similarity models for top-N recommender systems. KDD 2013: 659-667 - 2012
- [j4]Fuzhen Zhuang, George Karypis, Xia Ning, Qing He, Zhongzhi Shi:
Multi-view learning via probabilistic latent semantic analysis. Inf. Sci. 199: 20-30 (2012) - [j3]Xia Ning, Michael A. Walters, George Karypis:
Improved Machine Learning Models for Predicting Selective Compounds. J. Chem. Inf. Model. 52(1): 38-50 (2012) - [j2]Xia Ning, Michael A. Walters, George Karypis:
Improved Machine Learning Models for Predicting Selective Compounds. J. Chem. Inf. Model. 52(5): 1411 (2012) - [c10]Xia Ning, George Karypis:
Sparse linear methods with side information for top-n recommendations. RecSys 2012: 155-162 - [c9]Xia Ning, George Karypis:
Sparse linear methods with side information for Top-N recommendations. WWW (Companion Volume) 2012: 581-582 - 2011
- [c8]Xia Ning, Michael A. Walters, George Karypis:
Improved machine learning models for predicting selective compounds. BCB 2011: 106-115 - [c7]Xia Ning, George Karypis:
SLIM: Sparse Linear Methods for Top-N Recommender Systems. ICDM 2011: 497-506 - 2010
- [c4]Xia Ning, George Karypis:
Multi-task Learning for Recommender System. ACML 2010: 269-284 - [p1]Nikil Wale, Xia Ning, George Karypis:
Trends in Chemical Graph Data Mining. Managing and Mining Graph Data 2010: 581-606 - 2009
- [j1]Xia Ning, Huzefa Rangwala, George Karypis:
Multi-Assay-Based Structure-Activity Relationship Models: Improving Structure-Activity Relationship Models by Incorporating Activity Information from Related Targets. J. Chem. Inf. Model. 49(11): 2444-2456 (2009) - [c3]Xia Ning, George Karypis:
The Set Classification Problem and Solution Methods. SDM 2009: 847-858 - 2008
- [c2]Xia Ning, George Karypis:
The Set Classification Problem and Solution Methods. ICDM Workshops 2008: 720-729
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