- New Book: Mining Latent Entity Structures - Jul 21, 2015.
This collection investigate the principles and methodologies of mining latent entity structures from massive unstructured and interconnected data. We propose a text-rich information network model for modeling data in many different domains.
Book, Jiawei Han, Latent Entity Structures, Morgan & Claypool, Topic Modeling
- Research Leaders on Data Mining, Data Science, and Big Data key trends, top papers - Jan 9, 2015.
We asked global research leaders in Data Science and Big Data what are the most interesting research papers/advances of 2014 and what are the key trends they see in 2015. Here are their answers.
Charu Aggarwal, Deep Learning, Eamonn Keogh, Healthcare, Jeff Ullman, Jian Pei, Jiawei Han, Mohammed Zaki
- Book: Frequent Pattern Mining - Sep 25, 2014.
Frequent pattern mining is one of the distinguished problems in data mining. Learn about methods, domains, and applications of frequent pattern mining in this comprehensive survey of the field.
Charu Aggarwal, Frequent Pattern Mining, Jiawei Han
- Top Research Leaders in Data Mining, Data Science, and KDD - Aug 16, 2014.
We identify the top researchers in Data Mining, Data Science, and KDD. Jiawei Han, Philip Yu, and Christos Faloutsos remain the leaders, but they are joined by many fast rising young researchers - the leaders of tomorrow.
Christos Faloutsos, Data Mining, Hans-Peter Kriegel, Jian Pei, Jiawei Han, KDD, Philip S. Yu, Researchers, Top list
- Outlier Detection for Temporal Data - May 22, 2014.
Outlier Detection for Temporal Data covers topics in temporal outlier detection, which have applications in numerous fields. It starts with the basic topics then moves on to state of the art techniques in the field.
Anomaly Detection, Book, Charu Aggarwal, Jiawei Han, Morgan & Claypool, Outliers, Temporal Data
