Issue 6/2015
Machine Learning and Computational Intelligence in Big Data
Content (12 Articles)
Original Article
Iterative sampling based frequent itemset mining for big data
Xian Wu, Wei Fan, Jing Peng, Kun Zhang, Yong Yu
Original Article
An online ensembles approach for handling concept drift in data streams: diversified online ensembles detection
Parneeta Sidhu, M. P. S. Bhatia
Original Article
MapReduce-based fuzzy c-means clustering algorithm: implementation and scalability
Simone A. Ludwig
Original Article
Improved fuzzy transform based image compression and fuzzy median filter based its artifact reduction: pairFuzzy
Deepak Gambhir, Navin Rajpal
Original Article
ART: group recommendation approaches for automatically detected groups
Ludovico Boratto, Salvatore Carta
Original Article
Nonlinear system identification using least squares support vector machine tuned by an adaptive particle swarm optimization
Shuen Wang, Zhenzhen Han, Fucai Liu, Yinggan Tang
Original Article
A matching model of mathematical expressions with FDS based index
Song-qiang Yang, Xue-dong Tian, Bo-tao Yu, Fang Yang, Nan Zhou
Original Article
Multigranulation decision-theoretic rough sets in incomplete information systems
Hai-Long Yang, Zhi-Lian Guo
Original Article
Decision rules acquisition based on interval knowledge granules for incomplete ordered decision information systems
Jilin Huang, Yanyong Guan, Xuezhi Du, Hongkai Wang