posted by user: varan || 2474 views || tracked by 7 users: [display]

NAIDES@WCCI CEC 2018 : WCCI 2018 Special Session on Nature-inspired Design, Evolution, and Optimization of Intelligent Systems

FacebookTwitterLinkedInGoogle

Link: http://dap.vsb.cz/naides2018/
 
When Jul 8, 2018 - Jul 13, 2018
Where Rio de Janeiro, Brazil
Submission Deadline Jan 15, 2018
Notification Due Mar 15, 2018
Final Version Due Apr 1, 2018
Categories    intelligent systems   data mining   computational intelligence   evolutionary computation
 

Call For Papers


WCCI 2018 Special Session on
Nature-inspired Design, Evolution, and Optimization of Intelligent Systems
July 8-13, 2018, Rio de Janeiro, Brazil

CALL FOR PAPERS

Introduction
------------
Intelligent systems represent an essential part of contemporary social and industrial applications. They facilitate smart operations, management, and control in their target domains and help to utilize the vast amounts of data continuously collected within smart, cognitive environments. Intelligent systems are often based on a computational implementation of successful nature-inspired problem-solving strategies. Neural, evolutionary, and swarm-based methods are only a few members of the broad family of unconventional approaches whose wide applicability was enabled by the advances in information and communication technologies. However, the design and tuning of such intelligent systems, necessary for their successful use in the complex conditions of real-world applications, is a non-trivial process that is often tackled by nature-inspired methods as well. At the same time, many hybrid (multi-paradigm) approaches such as neuroevolution, deep learning, and genetic fuzzy systems, are employed to obtain accurate and efficient intelligent systems.

This special session is concerned with novel nature-inspired approaches to design, evolution, and optimization of all types of intelligent systems. It will especially welcome submissions dealing with both theoretical and practical issues of real-world systems and their data-driven adaptation and optimization.

Scope and Topics
----------------
The proposed special session aims to bring together the latest research on nature-inspired design, evolution, and optimization of all sorts of intelligent systems. It will facilitate knowledge exchange, technical discussions, and networking on topics of interest that include, but are not limited to:

- Nature-inspired methods for the design of intelligent systems.
- Evolution, adaptation, transfer learning, and optimization of intelligent systems.
- Mining intelligent behaviour from large data collections.
- Data- and simulation-driven intelligent systems.
- Evolutionary and swarm-based methods for fine-tuning of system parameters.
- Hybrid and multi-paradigm intelligent systems.
- Real-world applications of nature-inspired intelligent systems.
- Learning with a small number of examples and unbalanced data.
- Intelligent systems in adversarial modeling.
- Advances in the theory of evolutionary computational methods.
- Evolutionary architectures of Neural Networks.
- Evolutionary methods deep learning algorithms.
- Combination of evolutionary and non-evolutionary methods.

Organized by
------------
- Pavel Krömer, VSB-Technical University of Ostrava, Czech Republic
- Sebastian Basterrech, Czech Technical University, Prague, Czech Republic
- Roman Šenkeřík, Tomas Bata University in Zlin, Czech Republic

Important dates
---------------
Paper submission: February 01, 2018 (**** EXTENDED ****)
Notification to authors: March 15, 2018
Camera-ready submission: May 1, 2018
Author registration: May 1, 2018

Submission
-----------
The online submission system is provided by WCCI (CEC).

Use CDSS-20. Nature-inspired Design, Evolution, and Optimization of Intelligent Systems as the main research topic of your submission.

Related Resources

WCCI-CEC 2020   WCCI/CEC 2020 Special Session 26 - Evolutionary Algorithms for Complex Optimization in the Energy Domain
ICDM 2020   20th IEEE International Conference on Data Mining
META 2020   Int. Conf. on Metaheuristics and Nature Inspired Computing
AVC 2020   Advances in Vision Computing: An International Journal
SS IJCNN 2020   Special Session on Machine Learning and Deep Learning Approaches for Ambient Assisted Living at IEEE WCCI/IJCNN 2020
ASONAM 2020   The 2020 IEEE/ACM International Conference on. Advances in Social Networks Analysis and Mining
XAI@WCCI 2020   Special Session Advances on eXplainable Artificial Intelligence @ WCCI 2020
PPSN 2020   Parallel Problem Solving from Nature
Scopus-PRIS 2020   International Conference on Pattern Recognition and Intelligent Systems(PRIS 2020)
SS DNAP IJCNN 2020   Special Session on Deep Neural Audio Processing at IEEE WCCI/IJCNN 2020