TELKOMNIKA: Indonesian Journal of Electrical Engineering
(p-ISSN: 1693-6930, e-ISSN: 2087-278X)
The one only Electrical
Engineering Journal in Indonesia
accredited by DGHE (DIKTI),
Ministry of National Education,
Republic of Indonesia
CALL FOR PAPERS
Special Section on
“Artificial Intelligence and Soft Computing”
The special section provides a forum for dissemination of knowledge on both theoretical and applied research on artificial intelligence and soft
computing with an ultimate aim to bridge the gap between these two non-coherent disciplines of knowledge. This section accelerates
interaction between the above two bodies of knowledge, and fosters a unified development in the next generation computational models for
machine intelligence. The primary objective of the section is to establish an effective channel of communication between theoretical
researchers and practitioners. The theoretical research outcome provides necessary support to practitioners in the design and development of
intelligent systems, and the difficulties faced by the practitioners in using the theoretical results provide feedback to the theoreticians to
revalidate their models. The section thus meets the demand of both theoretical and applied researchers in artificial intelligence and soft
computing.
The areas of interest cover all topics under the broad spectrum of artificial intelligence and soft computing and their applications, including but
not limited to:
1.
Research focused on the following components of artificial intelligence: learning systems (machine learning), knowledge
representation and reasoning, problem-solving, planning (intelligent planning), perception (visual/linguistic perception), knowledge
acquisition, logic programming, intelligent search, uncertainty management, language-understanding, emotional intelligence and others.
2. Applications of artificial intelligence included: expert systems, game-playing, theorem-proving, natural language processing, image
recognition, bioinformatics, computer vision, robotics and related fields, natural language processing, multi-agent systems, speech
understanding, knowledge engineering, distributed intelligent processing (parallel and distributed realization of intelligent
algorithms/systems), intelligent database systems, and many others
3. Research focused on the following foundation component for the emerging field of conceptual intelligence: fuzzy logic (fuzzy sets
and logic), neural computing, evolutionary computation, machine learning, derivative-free optimization algorithms and probabilistic
reasoning, with the latter subsuming belief networks, chaos theory and parts of learning theory. In this perspective, the principal
constituent methodologies in soft computing are complementary rather than competitive.
4. Rough sets in soft computing and knowledge discovery
5. Applications of artificial neural network (ANN): Hebb, Perceptron, multi-layer Perceptron, Adaline, Madaline, back-prorogation,
Hopfield, learning vector quantization (LVQ), recurrent neural network (RNN), self-organizing map (SOM), etc.
6. Applications of Fuzzy systems
7. Applications of evolutionary computation: genetic algorithm (GA), genetic programming, evolutionary programming, evolution
strategy, neuro-evolution, optimizing algorithm, heuristic algorithm, metaheuristics algorithm, stochastic search, Tabu search, Simulated
annealing, etc.
8. Applications of swarm intelligence: ant colony optimization, river formation dynamics, particle swarm optimization (PSO), stochastic
diffusion search, gravitational search algorithm, intelligent water drops, charged system search, etc.
9. Applications of Bayesian network
10. Applications of chaos theory
11. Soft computing for data and web mining Applications
12. Researches and applications of the combination of the above algorithms: hybridization of intelligent models/algorithms; application in
pattern recognition, image understanding, control, robotics and bioinformatics; application in system design, system identification,
prediction, scheduling and game playing; application in VLSI algorithms and mobile communication/computing systems; and others
Manuscript Preparation and Submission
Follow the guide for Authors” of the TELKOMNIKA Journal
Please submit your manuscript to: telkomnika@ee.uad.ac.id cc: thsutikno@ieee.org
On the submitting, please write the subject: SS on AI & SC
Timetable
Deadline for manuscript submissions October 31, 2011
Information about manuscript acceptance December 31, 2011
Final version due date January 31, 2012
Estimated publication date Vol.10 No.1 April 2012
Guest Editor-in-Chief
Xxxx yyyy (X University, Country1), email: xxxx@yyyyyy.com
Guest Editors:
Xxxx yyyy (X University, Country2), email: xxxx@yyyyyy.com
Xxxx yyyy (X University, Country3), email: xxxx@yyyyyy.com
Xxxx yyyy (X University, Country4), email: xxxx@yyyyyy.com
Xxxx yyyy (X University, Country5), email: xxxx@yyyyyy.com
Xxxx yyyy (X University, Country6), email: xxxx@yyyyyy.com
Xxxx yyyy (X University, Country7), email: xxxx@yyyyyy.com
Tole Sutikno
Kartika Firdausy
Editor-in-Chief:
Journal Administrator:
thsutikno@ieee.org Telp. +6075536518 / +60167277209
telkomnika@ee.uad.ac.id
+62274379418
Dept. of Electrical Engineering, Faculty of Industrial Technology, University of Ahmad Dahlan, Jln. Prof Soepomo, Yogyakarta 55164
Telp. : (0274) 563515, 511829, 511830, 379418, 371120, Fax. : (0274) 564604