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International Journal
AuthorsPublicationJournalYear
D Kim, D Hyeon, J Oh, WS Han, H Yu Influence Maximization Based on Reachability Sketches in Dynamic Graphs Information Sciences (SCI) 2017 
S Ryu, S Kim, J Choi, H Yu, GG Lee Neural sentence embedding using only in-domain sentences for out-of-domain sentence detection in dialog systems Pattern Recognition Letters (SCI) 2017.03 
CY Park, D Kim, J Oh, H Yu Improving top-K recommendation with truster and trustee relationship in user trust network Information Sciences (SCI) 2016.12 
D Lee, J Oh, WK Loh, H Yu GeoVideoIndex: Indexing for Georeferenced Videos Information Sciences (SCI) 2016.12 
YJ Kim, JE Jeong, H Cho, D Jung, M Kwak, MJ Rho, H Yu, DJ Kim, IY Choi Personality Factors Predicting Smartphone Addiction Predisposition: Behavioral Inhibition and Activation Systems, Impulsivity, and Self-control PLOS ONE (SCI-E, IF 3.057) 2016. 8. 
YH Park, YJ Kim, H Yu, IY Choi, SS Byun, C Kwak, BH Chung, HM Lee, CS Kim, JY Lee Is lymphovascular invasion a powerful predictor for biochemical recurrence in pT3 N0 prostate cancer?: Results from the K-CaP database Scientific Reports (SCI, IF 5.578) 2016.05 
YJ Kim, YH Park, JY Lee, IY Choi, H Yu Discovery of Prostate Specific Antigen Pattern to Predict Castration Resistant Prostate Cancer of Androgen Deprivation Therapy BMC Medical Informatics and Decision Making (SCI-E) 2016.05 
S Jeon, S Kim, H Yu Spoiler Detection in TV Program Tweets Information Sciences (SCI) 2016.02 
S Kim, L Sael, H Yu A Mutation Profile for Top-k Patient Search Exploiting Gene-Ontology and Orthogonal Non-negative Matrix Factorization Bioinformatics (SCI) 2015.07 
WK Loh, H Yu Fast Density-based Clustering through Dataset Partition Using Graphics Processing Units Information Sciences (SCI) 2015.07 
S Kim, Sael L, H Yu LMDS-based Approach for Efficient Top-k Local Ligand-Binding Site Search International Journal of Data Mining and Bioinformtics (IJDMB) (SCI-E) 2015.06 
M Song, H Yu, WS Han Developing a Hybrid Dictionary-based Bio-Entity Recognition Technique BMC Medical Informatics and Decision Making (SCI-E) 2015.05 
J. Oh, S. Kim, J. Kim, H Yu When to Recommend: A New Issue on TV Show Recommendation Information Sciences (SCI)  2014.10 
WS Han, W Kwak, H Yu, J Lee, M Kim Leveraging Spatial Join for Robust Tuple Extraction from Web Pages Information Sciences (SCI) 2014.03 
J Kim, W Lee, H Yu CT-IC: Continuously activated and Time-restricted Independent Cascade Model for Viral Marketing Knowledge-Based Systems (SCI) 2014.03 
S Kim, T Qin, TY Liu, H Yu Advertiser-Centric Approach to Understand User Click Behavior in Sponsored Search Information Sciences (SCI) 2014.02 
Y Kim, J Kim, H Yu GeoTree: Using Spatial Information for Georeferenced Video Search Knowledge-Based Systems (SCI) 2014.02 
Y Kim, I Ko, WS Han, H Yu iKernel: Exact Indexing for Support Vector Machines Information Sciences (SCI) 2014.02 
J Kim, WS Han, J Oh, S Kim, H Yu Processing Time-Dependent Shortest Path Queries Without Pre-computed Speed Information on Road Networks Information Sciences (SCI) 2014.01 
S Kim, L Sael, H Yu Efficient Protein Structure Search using Indexing Methods BMC Medical Informatics and Decision Making (SCIE) 2013.04 
J Oh, T Kim, S Park, H Yu, Y Lee Efficient Semantic Network Construction with Application to PubMed Search Knowledge-Based Systems (SCI) 2013.02 
H Yu, J Kim, Y Kim, S Hwang, YH Lee An Efficient Method for Learning Nonlinear Ranking SVM Functions Information Sciences (SCI) 2012.05 
M Song, H Yu, WS Han Combining Active Learning and Semi-Supervised Learning Techniques to Extract Protein Interaction Sentences BMC Bioinformatics, Springer, 12(Suppl 12):S4. (SCIE) 2011.12 
J Lee, MD Pham, J Lee, WS Han, H Cho, H Yu, JH Lee Processing SPARQL queries with regular expressions in RDF databases BMC BIoinformatics, Springer, 12 (SCIE) 2011.03 
H Yu Selective Sampling Techniques for Feedback-based Data Retrieval Data Mining and Knowledge Discovery, Springer, Volume 22, Issue 1 (SCI) 2011.01 
NA Vien, H Yu, TC Chung Hessian Matrix Distribution for Bayesian Policy Gradient Reinforcement Learning Information Sciences (SCI) 2011.01 
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 BMC Bioinformatics, Springer, 11(Suppl 2):S6 2010.04. (SCI) 2010.04 
H Yu, Y Kim, S Hwang RV-SVM: An Efficient Method for Learning Ranking SVM Lecture Notes in Computer Science (LNCS) (SCI-E) 2009 
G Yu, S Hwang, H Yu Supporting Personalized Ranking over Categorical Attributes Information Sciences, Elsevier, 178(18):3510-3524, 2008.09. (SCI) 2008.09 
B Cho, H Yu, J Lee, Y Chee, I Kim, S Kim Nonlinear Support Vector Machine Visualization for Risk Factor Analysis using Nomograms and Localized Radial Basis Function Kernels IEEE Transactions on Information Technology in Biomedicine, IEEE Computer Society, 12(2):247-256, 2008.03. (SCI) 2008.03 
J Vaidya, H Yu, X Jiang Privacy-Preserving SVM Classification Knowledge and Information Systems, Springer, 14(2):161-178, 2008.02. (SCI-E) 2008.02 
B Cho, H Yu, K Kim, T Kim, I Kim, S Kim Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods Artificial Intelligence in Medicine, Elsevier, 962:1-17, 2008.01. (SCI) 2008.01 
H Yu, S Hwang, KCC Chang Enabling Soft Queries for Data Retrieval Information Systems, Elsevier, 32: 560-574, 2007.06. (SCI) 2007.06 
Y Xu, EJ Vanbeek, H Yu, G McLennan, J Guo, EA Hoffman Computer-aided Classification of Interstitial Lung Disease via MDCT: 3D Adaptive Multiple Feature Method (3D AMFM) Academic Radiology, 13:969-978, 2006. (SCI) 2006.08 
H Yu, J Vaidya, X Jiang Privacy-Preserving SVM Classification on Vertically Partitioned Data Lecture Notes in Artificial Intelligence, Springer, 3918:647-656, 2006.03. (SCI-E) 2006.03 
H Yu Single-Class Classification with Mapping Convergence Machine Learning, Springer, 61:49-69, 2005. (ML'05) (SCI) 2005.11 
H Yu, J Yang, J Han, X Li Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing Data Mining and Knowledge Discovery, Springer, 11(3): 295-321, 2005. (DAMI'05) (SCI) 2005.11 
H Yu, J Han, KCC Chang PEBL: Web Page Classification without Negative Examples IEEE Transaction on Knowledge and Data Engineering, Special Issue on Mining and Searching the Web, IEEE Computer Society, 16(1): 70-81, 2004.01. (TKDE'04 Special Issue, 11% accepted) (SCI) 2004.01 
Showing 38 items from page International Journal sorted by No.. View more »



International Conference
AuthorsPublicationConferenceYear
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 
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 
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 
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 
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 
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 
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 
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 
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 
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 
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 
S Kim, S Lee, H Yu Identifying Cancer Subtypes based on Somatic Mutation Profile DTMBIO 2014 2014 
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 
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 
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 
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 
S Kim, L Sael, H Yu Fast Protein 3D Surface Search Int. Conf. Ubiquitous Information Management and Communication (ICUIMC) 2013 
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 
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 
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 
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 
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 
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 
Y Kim, J Kim, H Yu GeoSearch: Georeferenced Video Retrieval System ACM Conf. Knowledge Discovery and Data Mining (KDD'12) 2012 
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 
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 
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 
B Lee, J Oh, H Yu, J Kim Protecting Location Privacy using Location Semantics ACM Conf. Knowledge Discovery and Data Mining (KDD'11) 2011 
H Yu, I Ko, Y Kim, S Hwang, WS Han Exact Indexing for Support Vector Machines ACM Conf. Management of Database (SIGMOD'11) 2011 
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 
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 
H Yu, S Kim Passive Sampling for Regression IEEE Int. Conf. Data Mining (ICDM'10, 19% accepted) 2010 
H Yu, S Kim, S Na RankSVR: Can Preference Data Help Regression? ACM Conf. Information and Knowledge Management (CIKM'10, 13.4% accepted) 2010 
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 
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 
WS Han, WS Kwak, H Yu On Supporting Effective Web Extraction Int. Conf. on Data Engineering (ICDE'10, 21% accepted) 2010 
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 
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 
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 
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 
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 
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 
S Hwang, H Yu Mining and Processing Category Ranking ACM SAC Data Mining Track, 2007.03. 2007.03 
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 
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 
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 
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 
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 
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 
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 
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 
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 
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 
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 
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 
H Yu, KCC Chang, J Han Heterogeneous Learner for Web Page Classification IEEE Int. Conf. on Data Mining, 2002. (ICDM'02, 20% accepted) 2002 
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 
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 
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 59 items from page International Conference sorted by No.. View more »


AuthorsPublicationBookYear
H Yu, S Kim SVM Tutorial – Classification, Regression and Ranking Handbook of Natural Computing (ISBN: 978-3-540-92909-3), Springer 2010 
H Yu, A Doan, J Han Mining for Information Discovery on the Web: Overview and Illustrative Research Intelligent Technologies - Advances in Agents, Data Mining, and Learning, N. Zhong (ed.), Springer-Velag, 2003. 2003 
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AuthorsPublicationJournal or ConferenceYearLink
김동현, 박찬영, 오진오, 유환조 추천시스템에서의 Cold-Start 문제에 관한 연구 동향 정보과학회지 제34권 제6호 2016  
YJ Park, H Yu 사용자의 시청 패턴을 반영한 TV 추천 시기 결정 2015 한국컴퓨터종합학술대회(KCC 2015) 2015  
DE Kim, H Yu 스케치에 기반한 동적 그래프에서의 영향력 최대화 2015 한국컴퓨터종합학술대회(KCC 2015) 2015  
S Kim, H Yu 단어 기반의 온라인 광고 퀄리티 측정 및 최적화 방법론 한국정보과학회 2014  
J Oh, H Yu 추천 시스템 정보과학회지 2014  
S kim, H Yu 메타패스를 사용한 영화추천시스템 데이타베이스연구 2013  
S kim, H Yu VRIFA: LRBF 커널과 Nomogram을 이용한 예측 및 비선형 SVM 시각화도구 한국멀티미디어학회 2010.05  
S Na, S Kim, H Yu 랭킹 데이타를 활용한 회귀분석 성능 개선 데이타베이스연구 2010.04  
J Song, J Oh, E Yang, H Yu 랭킹 SVM과 RDBMS의 밀결합 통합 - Tightly coupled Integration of Ranking SVM and RDBMS 정보과학회논문지:데이터베이스 36권 4호 247-253 2009.08  
J Song, J Oh, E Yang, H Yu 밀결합 접근법 기반의 Ranking SVM과 RDBMS의 통합 제35회 정보과학회 추계학술대회 (추계2008 우수논문 및 정보과학회논문지 초청논문선정), 2008. 2008  
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