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International Conference


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No.AuthorsPublicationConferenceYear
60 YJ Kim, J Sun, H Yu, X Jiang Federated Tensor Factorization for Computational Phenotyping ACM Conf. Knowledge Discovery and Data Mining (KDD'17, 17.5% accepted) 2017 
59 CY Park, D Kim, J Oh, H Yu Do "Also-Viewed" Products Help User Rating Prediction? 26th International World-Wide Web Conference (WWW '17, full paper, 17% accepted)  2017 
58 J Oh, K Shin, V Papalexakis, C Faloutsos, H Yu S-HOT: Scalable High-Order Tucker Decomposition ACM Int. Conf. Web Search and Data Mining (WSDM'17, 16% accepted) 2017 
57 S Han, S Kwon, H Yu, GG Lee Answer Ranking based on Named Entity Types for Question Answering ACM Int. Conf. on Ubiquitous Information Management and Communication (IMCOM) 2017 
56 S Ryu, H Yu, GG Lee Two-stage Approach to Named Entity Recognition using Wikipedia and DBpedia ACM Int. Conf. on Ubiquitous Information Management and Communication (IMCOM) 2017 
55 D Kim, CY Park, J Oh, S Lee, H Yu Convolutaional Matrix Factorization for Document Context-Aware Recommendation ACM Int. Conf. Recommender System (ACM RecSys, full paper, 18.2% accepted) 2016 
54 M Humayoun, H Yu Analyzing Pre-processing Settings for Urdu Single-document Extractive Summarization 10th edition of the Language Resources and Evaluation Conference (LREC '16) 2016 
53 CY Park, DH Kim, J Oh, H Yu TRecSo: Enhancing Top-k Recommendation With Social Information 25th International World-Wide Web Conference (WWW '16 Poster) 2016 
52 SJ Koo, GG Lee, H Yu Mathematical Model for Processing Multi-user Requests on POMDP Hybrid Dialog Management ACM Int. Conf. Ubiquitous Information Management and Communication (IMCOM) 2016 
51 YJ Kim, Y Park, J Lee, I Choi, D Kim, H Yu Discovery of Prostate Specific Antigen Pattern to Predict Castration Resistant Prostate Cancer of Androgen Deprivation Therapy ACM Ninth Int. Workshop on Data and Text Mining in Biomedical Informatics (DTMBIO '15) 2015 
50 CY Park, DH Kim, J Oh, H Yu Predicting User Purchase in E-commerce by Comprehensive Feature Engineering and Decision Boundary Focused Under-Sampling ACM Recommender Systems Challenge (ACM RecSysChallenge '15) 2015 
49 J Oh, WS Han, H Yu, X Jiang Fast and Robust Parallel SGD Matrix Factorization ACM Conf. Knowledge Discovery and Data Mining (KDD'15) 2015 
48 S Kim, S Lee, H Yu Identifying Cancer Subtypes based on Somatic Mutation Profile DTMBIO 2014 2014 
47 J Kim, WS Han, S Lee, K Park, H Yu OPT: A New Framework for Overlapped and Parallel Triangulation in Large-scale Graphs ACM SIGMOD International Conference on Management of Data (SIGMOD '14) 2014 
46 WS Han, S Lee, K Park, J Lee, M Kim, J Kim, H Yu TurboGraph: A Fast Parallel Graph Engine Handling Billion-scale Graphs in a Single PC ACM Conf. Knowledge Discovery and Data Mining (KDD'13) 2013 
45 S Jeon, S Kim, H Yu Don't be Spoiled by Your Friends: Spoiler Detection in TV Program Tweets Int. AAAI Conf. Weblogs and Social Media (ICWSM'13) 2013 
44 J Kim, S Kim, H Yu Scalable and Parallelizable Processing of Influence Maximization for Large-Scale Social Network IEEE International Conference on Data Engineering (ICDE '13) Best poster award (out of 150 full and short papers) 2013 
43 S Kim, L Sael, H Yu Fast Protein 3D Surface Search Int. Conf. Ubiquitous Information Management and Communication (ICUIMC) 2013 
42 S Kim, S Jeon, J Kim, YH Park, H Yu Finding Core Topics: Topic Extraction with Clustering on Tweet Int. Conf. Cloud and Green Computing 2012 
41 J Oh, Y Sung, J Kim, M Humayoun, YH Park, H Yu Time-Dependent User Profiling for TV Recommendation Int. Conf. Cloud and Green Computing (CGC) 2012 
40 W Lee, J Kim, H Yu CT-IC: Continuously activated and Time-restricted Independent Cascade Model for Viral Marketing IEEE International Conference on Data Mining (ICDM '12, 19.97% accepted) 2012 
39 S. Kim, L. Sael, H. Yu Indexing methods for efficient protein 3D surface search ACM Sixth Int. Workshop on Data and Text Mining in Biomedical Informatics (DTMBIO '12) 2012 
38 J Oh, H Yu iSampling: Framework for Developing Sampling Methods Considering User’s Interest ACM Int. Conf. on Information and Knowledge Management (CIKM'12) 2012 
37 S Kim, K Toutanova, H Yu Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia Annual Meeting of the Association for Computational Linguistics (ACL'12) 2012 
36 Y Kim, J Kim, H Yu GeoSearch: Georeferenced Video Retrieval System ACM Conf. Knowledge Discovery and Data Mining (KDD'12) 2012 
35 J Oh, T Kim, S Park, H Yu PubMed Search and Exploration with Real-Time Semantic Network Construction ACM Conf. Knowledge Discovery and Data Mining (KDD'12) 2012 
34 J Oh, S Park, H Yu, M Song, S Park Novel Recommendation based on Personal Popularity Tendency IEEE International Conference on Data Mining (ICDM'11, 12% accepted) 2011 
33 S Kim, T Qin, TY Liu, H Yu Advertiser-Centric Approach to Understand User Click Behavior in Sponsored Search ACM Conf. Information and Knowledge Management (CIKM'11) 2011 
32 B Lee, J Oh, H Yu, J Kim Protecting Location Privacy using Location Semantics ACM Conf. Knowledge Discovery and Data Mining (KDD'11) 2011 
31 H Yu, I Ko, Y Kim, S Hwang, WS Han Exact Indexing for Support Vector Machines ACM Conf. Management of Database (SIGMOD'11) 2011 
30 WS Han, J Lee, YS Moon, S Hwang, H Yu A New Approach for Processing Ranked Subsequence Matching Based on Ranked Union ACM Conf. Management of Database (SIGMOD'11) 2011 
29 J Lee, MD Pham, J Lee, WS Han, H Yu Processing SPARQL Queries with Regular Expressions in RDF Databases ACM Workshop on Data and Text Mining in Bioinformatics (DTMBIO'10) 2010 
28 H Yu, S Kim Passive Sampling for Regression IEEE Int. Conf. Data Mining (ICDM'10, 19% accepted) 2010 
27 H Yu, S Kim, S Na RankSVR: Can Preference Data Help Regression? ACM Conf. Information and Knowledge Management (CIKM'10, 13.4% accepted) 2010 
26 M Song, H Yu, WS Han Combining Active Learning and Semi-supervised Learning Techniques to Extract Protein Interaction Sentences International Workshop on Data Mining in Bioinformatics (BIOKDD'10) 2010 
25 J Oh, T Kim, S Park, WS Han, H Yu Dynamic Concept Ontology Construction for PubMed Queries ACM Workshop on Data and Text Mining in Bioinformatics (DTMBIO'10) 2010 
24 WS Han, WS Kwak, H Yu On Supporting Effective Web Extraction Int. Conf. on Data Engineering (ICDE'10, 21% accepted) 2010 
23 H Yu, J Oh, WS Han Efficient Feature Weighting Method for Ranking ACM Conf. on Information and Knowledge Management, 2009. (CIKM'09, 14.5% accepted) 2009 
22 H Yu, T Kim, J Oh, I Ko, S Kim, WS Han Enabling Multi-Level Relevance Feedback on PubMed by Integrating Rank Learning into DBMS ACM Workshop on Data and Text Mining in Bioinformatics, 2009. (DTMBIO'09) 2009 
21 H Yu, T Kim, J Oh, I Ko, S Kim RefMed: Relevance Feedback Retrieval System for PubMed ACM Conf. on Information and Knowledge Management, 2009. (CIKM'09) 2009 
20 NA Vien, VH Viet, T Chung, H Yu, S Kim, B Cho VRIFA: A Nonlinear SVM Visualization Tool using Nomogram and LRBF Kernels ACM Conf. on Information and Knowledge Management, 2009. (CIKM'09) 2009 
19 H Yu, Y Kim, S Hwang RV-SVM: An Efficient Method for Learning Ranking SVM  Pacific-Asia Conf. on Knowledge Discovery and Data Mining, 2009. (PAKDD'09, 11.5% accepted) 2009 
18 B Park, J Hong, Y Won, H Yu Fault Detection in IP-Based Process Control Networks using Data Mining Technique IFIP/IEEE Int. Symp. on Integrated Management, 2009. 2009 
17 S Hwang, H Yu Mining and Processing Category Ranking ACM SAC Data Mining Track, 2007.03. 2007.03 
16 H Yu, J Vaidya, X Jiang Privacy-Preserving SVM Classification on Vertically Partitioned Data Pacific-Asia Conf. on Knowledge Discovery and Data Mining, 2006. (PAKDD'06, 20% accepted) 2006 
15 H Yu, X Jiang, J Vaidya Privacy-Preserving SVM using Nonlinear Kernels on Horizontally Partitioned Data ACM SAC Data Mining Track, 2006. (ACM SAC'06) 2006 
14 H Yu SVM Selective Sampling for Ranking with Application to Data Retrieval ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2005. (KDD'05, 12% accepted) 2005 
13 H Yu, S Hwang, KCC Chang RankFP: A Framework for Supporting Rank Formulation and Processing Int. Conf. on Data Engineering, 2005. (ICDE'05, 19% accepted) 2005 
12 C Liu, X Yan, H Yu, J Han, PS Yu Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs Siam Data Mining Conf., 2005. (SDM'05, 18% accepted) 2005 
11 H Yu, D Searsmith, X Li, J Han Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining Int. Conf. on Data Mining, 2004. (ICDM'04, 23% accepted) 2004 
10 H Yu, J Yang, J Han Classifying Large Data Sets Using SVM with Hierarchical Clusters ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2003. (KDD'03, 13% accepted, received student scholarship award) 2003 
09 H Yu SVMC: Single-Class Classification With Support Vector Machines Int. Joint Conf. on Artificial Intelligence, 2003. (IJCAI'03, 20% accepted, received student scholarship award) 2003 
08  H Yu, C Zhai, J Han Text Classification from Positive and Unlabeled Documents Int. Conf. on Information and Knowledge Management, 2003. (CIKM'03, 15% accepted, received student scholarship award) 2003 
07 H Yu, J Yang, W Wang, J Han Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines IEEE Computer Society Bioinformatics Conf., 2003. (CSB'03, 18.5% accepted) 2003 
06 H Yu General MC: Estimating Boundary of Positive Class from Small Positive Data IEEE Int. Conf. on Data Mining, 2003. (ICDM'03, 23.8% accepted) 2003 
05 H Yu, J Han, KCC Chang PEBL: Positive Example Based Learning for Web Page Classification Using SVM ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2002. (KDD'02, 14% accepted, received student scholarship award) 2002 
04 H Yu, KCC Chang, J Han Heterogeneous Learner for Web Page Classification IEEE Int. Conf. on Data Mining, 2002. (ICDM'02, 20% accepted) 2002 
03 DA Kauwell, J Levin, H Yu, Y Lee, J Ellen, A Bahalla Does Visualization Improve Our Ability To Find And Learn From Internet Based Information? ACM SIGIR Int. Conf. on Research and Development in Information Retrieval, 2001. (SIGIR'01) 2001 
02 DA Kauwell, J Levin, Y Lee, H Yu Knowledge Construction With Visual Representations Of Distributed Information Int. World Wide Web Conf., 2000. (WWW'00) 2000 
01 DA Kauwell, J Levin, Y Lee, H Yu, D Schiff Visualization of Web-Based Searches With Knowledge Construction Tools Symp. on Human Interaction with Complex Systems, Global Interaction through Information Technology, 2000. (HICS'00) 2000 
Showing 60 items