What is Data Mining? It is a study about extracting knowledge from data. Data is everywhere, heterogeneous, and continuously increasing. For example, rapidly growing are Web data on the Internet, commercial data warehouses, biological data, scientific data, etc. Mining or extracting knowledge from such massive data is important but challenging: rich data but poor information is a common phenomenon in the real world. It has numerous applications in various domains and is still a largely open area.
Data mining tasks
include prediction, classification, association rule mining, clustering, anomaly detection, ranking, etc.
Related fields
are databases, machine learning, statistics, algorithms, pattern recognition, bioinformatics, etc.
Our current research interests reside in Big Data Analytics, Social Network Analysis, Recommendation and Prediction, Support Vector Machines, Integration of Database and Machine Learning, and Biomedical Informatics.

News

  • MS-PhD, PostDoc Opening If you are interested in joining our lab as a MS/PhD student or PostDoc, please contact me by email (hwanjoyu@postech.ac.kr) before you apply. Applications will not ...
    Posted Feb 12, 2015, 6:55 PM by Hwanjo Yu
  • POSTECH won the best poster award at 2013 IEEE ICDE. Our paper, "Scalable and Parallelizable Processing of Influence Maximization for Large-Scale Social Networks", won the best poster award which was chosen out of 150 full and short papers. IEEE ...
    Posted Oct 29, 2013, 4:28 PM by Hwanjo Yu
  • RefMED: Relevance Feedback Search Engine for PubMed, is now updated. RefMED is now regularly updating the data, trying to be fresh all the time^^
    Posted Jan 16, 2012, 5:00 AM by Hwanjo Yu
  • POSTECH attains advanced research capabilities with 150 node high performance computing cluster With a 150 node high performance computing cluster we're able to complete larger scale research projects and advanced computation problems.Each cluster node has 24 GB memory, 3 TB ...
    Posted May 15, 2012, 5:33 AM by Hwanjo Yu
  • POSTECH is named twice on the top three in a world data mining competition! POSTECH data mining lab (http://dm.postech.ac.kr) members, Jaeyong Lee and Ilhwan Ko, won the 2nd and 3rd places respectively in the 2010 UCSD Data Mining Competition (http ...
    Posted Jan 16, 2012, 6:00 PM by Taehoon Kim
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