Donghyun Kim@POSTECH

Publications

[C6] DSiLOF: Effective and Memory Efficient Local Outlier Detection in Data Streams [ page ]
Gyeong S. Na, Donghyun Kim, Hwanjo Yu
2018 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'18, full paper, 18% accepted)

[J2] Deep Hybrid Recommender Systems via Exploiting Document Context and Statistics of Items
[ paper | page ]
Donghyun Kim, Chanyoung Park, Jinoh Oh, Hwanjo Yu
Information Sciences, 2017 (SCI, IF: 4.832)

[C5] Do "Also-Viewed" Products Help User Rating Prediction? [ paper ]
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu
26th International World Wide Web Conference (WWW'17, full paper, 17% accepted)

[J1] Improving Top-K Recommendation with Truster and Trustee Relationship in User Trust Network
[ paper ]
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu
Information Sciences, 2016. 12. (SCI, IF: 4.832)

[C4] Convolutional Matrix Factorization for Document Context-Aware Recommendation
[ paper | page | slide ]
Donghyun Kim, Chanyoung Park, Jinoh Oh, Hwanjo Yu
10th ACM Conference on Recommender Systems (ACM RecSys'16, full paper, 18.2% accepted)

[C3] TRecSo: Enhancing Top-k Recommendation With Social Information [ paper | page ]
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu
25th International World-Wide Web Conference (WWW'16, poster)

[C2] Discovery of Prostate Specific Antigen Pattern to Predict Castration Resistant Prostate Cancer of Androgen Deprivation Therapy
Yejin Kim, Yong Hyun Park, Ji Youl Lee, In Young Choi, Donghyun Kim, Hwanjo Yu
ACM 9th International Workshop on Data and Text Mining in Biomedical Informatics (DTMBIO'15)

[C1] Predicting User Purchase in E-commerce by Comprehensive Feature Engineering and Decision Boundary Focused Under-Sampling
Chanyoung Park, Donghyun Kim, Jinoh Oh, Hwanjo Yu
9th ACM Conference on Recommender Systems Challenge (ACM RecSysChallenge'15, 10th place, top 1.7%)

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