Z
Zhongzhi Shi
Researcher at Chinese Academy of Sciences
Publications - 411
Citations - 6572
Zhongzhi Shi is an academic researcher from Chinese Academy of Sciences. The author has contributed to research in topics: Description logic & Cluster analysis. The author has an hindex of 38, co-authored 410 publications receiving 6008 citations.
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Journal ArticleDOI
The information entropy, rough entropy and knowledge granulation in rough set theory
TL;DR: The concepts of information entropy, rough entropy and knowledge granulation in rough set theory are introduced, and the relationships among those concepts are established.
Journal ArticleDOI
Information entropy, rough entropy and knowledge granulation in incomplete information systems
TL;DR: This paper introduces the concepts of information entropy, rough entropy, knowledge granulation and granularity measure in incomplete information systems, their important properties are given, and the relationships among these concepts are established.
Journal ArticleDOI
Parallel extreme learning machine for regression based on MapReduce
TL;DR: The experimental results demonstrate that the proposed parallel ELM for regression can efficiently handle very large datasets on commodity hardware with a good performance on different evaluation criterions, including speedup, scaleup and sizeup.
Journal ArticleDOI
Pessimistic rough set based decisions: A multigranulation fusion strategy
TL;DR: A new multigranulation rough set based decision model based on SCED strategy, called pessimistic multigramulation rough sets is developed, which is studied from three aspects, which are lower/upper approximation and their properties, decision rules and attribute reduction.
Proceedings ArticleDOI
Parallel Implementation of Apriori Algorithm Based on MapReduce
TL;DR: A parallel Apriori algorithm based on MapReduce, which is a framework for processing huge datasets on certain kinds of distributable problems using a large number of computers (nodes), is implemented.