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IEEE CIS Newsletter, Issue 54, July 2017    (Online Version)

Call for Nominations / Applications for the Position of Editor-in-Chief of the IEEE Transactions on Games

The IEEE Transactions on Computational Intelligence and AI in Games (TCIAIG) will be renamed the IEEE Transactions on Games (TG) in January 2018. It will have a very succinct scope: The IEEE Transactions on Games publishes original high-quality articles covering scientific, technical, and engineering aspects of games.

As a result of the name and scope changes, a new Editor-in-Chief needs to be appointed. The Search Committee is soliciting nominations/applications for this position. Nominees/applicants should be dedicated volunteers with outstanding research profiles and extensive editorial experience. The nomination/application package should be emailed as a single PDF to kellerj@missouri.edu by Aug. 15, 2017. (Details)

Jim Keller, Chair of the Search Committee


Research Frontier

A Survey of Multiobjective Evolutionary Algorithms Based on Decomposition

MOEA/D proposed by Zhang and Li decomposes a multiobjective optimization problem into a number of scalar optimization subproblems and optimizes them in a collaborative manner using an evolutionary algorithm (EA). Each subproblem is optimized by utilizing the information mainly from its several neighboring subproblems. Since the proposition of MOEA/D in 2007, decomposition-based MOEAs have attracted significant attention from the researchers. Investigations have been undertaken in several directions, including development of novel weight vector generation methods, use of new decomposition approaches, efficient allocation of computational resources, modifications in the reproduction operation, mating selection and replacement mechanism, hybridizing decomposition- and dominance-based approaches, etc. Furthermore, several attempts have been made at extending the decomposition-based framework to constrained multiobjective optimization, many-objective optimization, and incorporate the preference of decision makers. Additionally, there have been many attempts at application of decomposition-based MOEAs to solve complex real-world optimization problems. This paper presents a comprehensive survey of the decomposition-based MOEAs proposed in the last decade.

IEEE Transactions on Evolutionary Computation, Jun. 2017


Towards Deep Developmental Learning

Deep learning techniques are having an undeniable impact on general pattern recognition issues. In this paper, from a developmental robotics perspective, we scrutinize deep learning techniques under the light of their capability to construct a hierarchy of meaningful multimodal representations from the raw sensors of robots. These investigations reveal the differences between the methodological constraints of pattern recognition and those of developmental robotics. In particular, we outline the necessity to rely on unsupervised rather than supervised learning methods and we highlight the need for progress towards the implementation of hierarchical predictive processing capabilities. Based on these new tools, we outline the emergence of a new domain that we call deep developmental learning.

IEEE Transactions on Cognitive and Developmental Systems, Jun. 2016


Assessing a Fuzzy Extension of Rand Index and Related Measures

This empirical study extends the results of Hüllermeier, Rifqi, Henzgen, and Senge (2012). It examines the ability of a generalization of the Rand index and four related measures of similarity to recover the cluster structure of the data in the framework of fuzzy c-means clustering. The index range is also used as a criterion statistic. A Monte Carlo simulation is conducted for both the null case and where the data have a well-defined cluster structure. The fuzzy extension of the related measures is not so effective for imbalanced data. On the contrary, whether the index is Dice, Fowlkes and Mallows, Hurbert and Arabie, or Jaccard, it provides reliable results for noise data or for data containing fairly balanced clusters. The criticisms of the Rand index in the context of crisp clustering can also be extended to its fuzzy version.

IEEE Transactions on Fuzzy Systems, Feb. 2017


Technical Activities

New Task Force: "Intelligent Cyber-Physical Systems"

We are happy to announce the creation of the Task Force on “Intelligent Cyber-Physical Systems” under the Smart World Technical Committee of the IEEE Computational Intelligence Society. The aim of the Task Force on “Intelligent Cyber-Physical Systems” is to promote and raise awareness towards embedded and cyber-physical systems endowed with intelligent abilities as wells as create a community of scholars and industries in this research field enabling and supporting multidisciplinary collaborations and activities.

Educational Activities

Announcements of Student Games-Based Competition Sub-Committee

  • Winner of GVGAI Two-Player Planning Competition at IEEE CEC 2017: The General Video Game AI Two-Player Planning Competition has been held at the IEEE CEC 2017, Donostia-San Sebastián, Spain, June 5-8. Among 14 entries (exclude the sample controllers), one entry was disqualified. The winner of the competition at CEC2017 is ToVo2, designed by Tom Vodopivec from University of Ljubljana, Slovenia.
  • In 2016, a survey has been sent by Prof. Simon Lucas (Queen Mary University of London) to the Google Groupe of Computational Intelligence in Games (cigames@googlegroups.com) to collect and analyse the statistics on the use of Game AI competitions within taught courses both at UG and PG levels. This table summarizes the collected data. The GVGAI competitions, Ms PacMan, UT2004, Super Mario, and Fighting game competition and many other competitions have been used in the Game AI, Game Design, Evolutionary Computation, Machine Learning modules at UG and PG levels, including MsC and PhD programmes in Europe, Asia and North America.



Call for Papers (Journal)

Call for Papers (Conference)

Call for Participation

Career Opportunities

Important Message

Proposals for IEEE CIS Conferences in 2019
Proposals for the organization of IEEE CIS financially sponsored conferences in 2019 must be submitted as soon as possible, and no later than Dec. 31, 2017. (Details)
Nomination for Distinguished Lecturer
The IEEE CIS DLP committee invites all Society's Technical Committees Chairs, Chapter Chairs, EiCs, and AdCom / ExCom members to nominate Distinguished Lecturers (2018-2020). The nominations should be received by Aug. 30, 2017. (Details)

CIS Conferences

 
2017 IEEE Smart World Congress (SWC 2017)
San Francisco, USA
Aug. 4-8, 2017
 
  Editor
Chuan-Kang Ting
National Chung Cheng University
Taiwan
Email: ckting@cs.ccu.edu.tw
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