IEEE Computational Intelligence Magazine

Issue 1 • Feb. 2019

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  • Front Cover

    Publication Year: 2019, Page(s): C1
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  • 2019 IEEE Symposium Series on Computational Intelligence

    Publication Year: 2019, Page(s): C2
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  • Table of Contents

    Publication Year: 2019, Page(s): 1
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  • CIM Editorial Board

    Publication Year: 2019, Page(s): 2
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  • CIS Society Officers

    Publication Year: 2019, Page(s): 3
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  • Prof. Lotfi A. Zadeh [Editor's Remarks]

    Publication Year: 2019, Page(s): 2
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  • Time Flies! [President's Message]

    Publication Year: 2019, Page(s):3 - 4
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  • 2019 IEEE Conference on Games (CoG)

    Publication Year: 2019, Page(s): 5
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  • IEEE CIS VP-Members Activities Vision Statement [Society Briefs]

    Publication Year: 2019, Page(s):6 - 7
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  • 2019 IEEE CIS Awards [Society Briefs]

    Publication Year: 2019, Page(s):7 - 14
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  • CIS Publication Spotlight [Publication Spotlight]

    Publication Year: 2019, Page(s):10 - 12
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  • Introduction to the Special Issue in Memoriam of Lotfi A. Zadeh [Guest Editorial]

    Publication Year: 2019, Page(s):13 - 14
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  • FUZZ-IEEE 2019

    Publication Year: 2019, Page(s): 15
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  • Towards Human-Centric Aggregation via Ordered Weighted Aggregation Operators and Linguistic Data Summaries: A New Perspective on Zadeh's Inspirations

    Publication Year: 2019, Page(s):16 - 30
    Request permission for reuse | Click to expandAbstract | PDF file iconPDF (1426 KB) | HTML iconHTML

    This work presents a new perspective on how Zadeh's ideas related to fuzzy logic and computing with words have influenced the crucial issue of information aggregation and have led to what may be called a human-centric aggregation. We indicate a need to develop tools and techniques to reflect some fine shades of meaning regarding what can be considered the very purpose of human-centric aggregation,... View full abstract»

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  • Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning

    Publication Year: 2019, Page(s):31 - 44
    Request permission for reuse | Click to expandAbstract | PDF file iconPDF (940 KB) | HTML iconHTML

    Basic ideas and formal concepts from fuzzy sets and fuzzy logic have been used successfully in various branches of science and engineering. This paper elaborates on the use of fuzzy sets in the broad field of data analysis and statistical sciences, including modern manifestations such as data mining and machine learning. In the fuzzy logic community, this branch of research has recently gained in ... View full abstract»

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  • Fuzzy Clustering: A Historical Perspective

    Publication Year: 2019, Page(s):45 - 55
    Request permission for reuse | Click to expandAbstract | PDF file iconPDF (1210 KB) | HTML iconHTML

    Fuzzy sets emerged in 1965 in a paper by Lotfi Zadeh. In 1969 Ruspini published a seminal paper that has become the basis of most fuzzy clustering algorithms. His ideas established the underlying structure for fuzzy partitioning, and also described and exemplified the first algorithm for accomplishing it. Bezdek developed the general case of the fuzzy c-means model in 1973. Many branches of this t... View full abstract»

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  • Fuzzy Control Systems: Past, Present and Future

    Publication Year: 2019, Page(s):56 - 68
    Request permission for reuse | Click to expandAbstract | PDF file iconPDF (1317 KB) | HTML iconHTML

    More than 40 years after fuzzy logic control appeared as an effective tool to deal with complex processes, the research on fuzzy control systems has constantly evolved. Mamdani fuzzy control was originally introduced as a model-free control approach based on expert?s experience and knowledge. Due to the lack of a systematic framework to study Mamdani fuzzy systems, we have witnessed growing intere... View full abstract»

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  • Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?

    Publication Year: 2019, Page(s):69 - 81
    Request permission for reuse | Click to expandAbstract | PDF file iconPDF (1107 KB) | HTML iconHTML

    Evolutionary fuzzy systems are one of the greatest advances within the area of computational intelligence. They consist of evolutionary algorithms applied to the design of fuzzy systems. Thanks to this hybridization, superb abilities are provided to fuzzy modeling in many different data science scenarios. This contribution is intended to comprise a position paper developing a comprehensive analysi... View full abstract»

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  • Type-2 Fuzzy Sets as Well as Computing with Words

    Publication Year: 2019, Page(s):82 - 95
    Request permission for reuse | Click to expandAbstract | PDF file iconPDF (1309 KB) | HTML iconHTML

    Lotfi Zadeh, the father of fuzzy sets and fuzzy logic, introduced many of their important concepts, two of which are discussed in this article namely, type-2 fuzzy sets and computing with words. Much has happened since he introduced them, and it is the purpose of this article to bring the readers up-to-speed on both topics. It is also hoped that this article will whet the reader's appetite to read... View full abstract»

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  • Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface

    Publication Year: 2019, Page(s):96 - 106
    Request permission for reuse | Click to expandAbstract | PDF file iconPDF (2823 KB) | HTML iconHTML

    Brain-computer interface technologies, such as steady-state visually evoked potential, P300, and motor imagery are methods of communication between the human brain and the external devices. Motor imagery-based brain-computer interfaces are popular because they avoid unnecessary external stimuli. Although feature extraction methods have been illustrated in several machine intelligent systems in mot... View full abstract»

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  • [Conference Calendar]

    Publication Year: 2019, Page(s): 107
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  • Call for Papers for Journal Special Issues

    Publication Year: 2019, Page(s): 108
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  • ICDL-EpiRob 2019

    Publication Year: 2019, Page(s): C3
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  • IEEE WCCI 2020 Glasgow

    Publication Year: 2019, Page(s): C4
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Aims & Scope

The IEEE Computational Intelligence Magazine (CIM) publishes peer-reviewed articles that present emerging novel discoveries, important insights, or tutorial surveys in all areas of computational intelligence design and applications, in keeping with the Field of Interest of the IEEE Computational Intelligence Society (IEEE/CIS).

Full Aims & Scope