Knowledge-Based and Intelligent Information and Engineering Systems

1. Front Matter

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2. Keynote Talks

   1. Evolving Integrative Brain-, Gene-, and Quantum Inspired Systems for Computational Intelligence and Knowledge Engineering

      • Nikola Kasabov

      Pages 1-1

   2. A Semiotic View of Social Intelligence for Realizing Human-Machine Symbiotic Systems

      • Tetsuo Sawaragi

      Pages 2-2

   3. Embracing Uncertainty: The New Machine Intelligence

      • Christopher Bishop

      Pages 3-3

   4. Exploiting Social Structures and Social Networks

      • Roger Whitaker

      Pages 4-4

   5. Knowledge Visualization for Engineered Systems

      • Saeid Nahavandi, Dawei Jia, Asim Bhatti

      Pages 5-13

   6. Proximity-Based Federation of Smart Objects: Liberating Ubiquitous Computing from Stereotyped Application Scenarios

      • Yuzuru Tanaka

      Pages 14-30

3. Artificial Neural Networks, Connectionists Systems and Evolutionary Computation

   1. A Neural Network Model to Develop Urban Acupuncture

      • Leandro Tortosa, José F. Vicent, Antonio Zamora, José L. Oliver

      Pages 31-40

   2. Discovering Process Models with Genetic Algorithms Using Sampling

      • Carmen Bratosin, Natalia Sidorova, Wil van der Aalst

      Pages 41-50

   3. A Multi-Objective Evolutionary Approach for the Antenna Positioning Problem

      • Carlos Segura, Yanira González, Gara Miranda, Coromoto León

      Pages 51-60

   4. CLONAL-GP Framework for Artificial Immune System Inspired Genetic Programming for Classification

      • Hajira Jabeen, Abdul Rauf Baig

      Pages 61-68

   5. Solving Industrial Based Job-Shop Scheduling Problem by Distributed Micro-Genetic Algorithm with Local Search

      • Rubiyah Yusof, Marzuki Khalid, Tay Cheng San

      Pages 69-79

   6. Data Mining via Rules Extracted from GMDH: An Application to Predict Churn in Bank Credit Cards

      • Nekuri Naveen, V. Ravi, C. Raghavendra Rao

      Pages 80-89

   7. Sensitivity Analysis and Automatic Calibration of a Rainfall-Runoff Model Using Multi-objectives

      • Fan Sun, Yang Liu

      Pages 90-99

   8. University Course Timetabling Using ACO: A Case Study on Laboratory Exercises

      • Vatroslav Dino Matijaš, Goran Molnar, Marko Čupić, Domagoj Jakobović, Bojana Dalbelo Bašić

      Pages 100-110

4. Machine Learning and Classical AI

   1. Nonparametric Statistical Analysis of Machine Learning Algorithms for Regression Problems

      • Magdalena Graczyk, Tadeusz Lasota, Zbigniew Telec, Bogdan Trawiński

      Pages 111-120

   2. Adaptive Learning of Nominal Concepts for Supervised Classification

      • Nida Meddouri, Mondher Maddouri

      Pages 121-130

   3. A Novel Approach of Process Mining with Event Graph

      • Hui Zhang, Ying Liu, Chunping Li, Roger Jiao

      Pages 131-140

   4. A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks

      • Katharina Tschumitschew, Detlef Nauck, Frank Klawonn

      Pages 141-147

   5. Coaching to Enhance the Online Behavior Learning of a Robotic Agent

      • Masakazu Hirokawa, Kenji Suzuki

      Pages 148-157

th The 14 International Conference on Knowledge-Based and Intelligent Information and Engineering Systems was held during September 8–10, 2010 in Cardiff, UK. The conference was organized by the School of Engineering at Cardiff University, UK and KES International. KES2010 provided an international scientific forum for the presentation of the - sults of high-quality research on a broad range of intelligent systems topics. The c- ference attracted over 360 submissions from 42 countries and 6 continents: Argentina, Australia, Belgium, Brazil, Bulgaria, Canada, Chile, China, Croatia, Czech Republic, Denmark, Finland, France, Germany, Greece, Hong Kong ROC, Hungary, India, Iran, Ireland, Israel, Italy, Japan, Korea, Malaysia, Mexico, The Netherlands, New Zealand, Pakistan, Poland, Romania, Singapore, Slovenia, Spain, Sweden, Syria, Taiwan, - nisia, Turkey, UK, USA and Vietnam. The conference consisted of 6 keynote talks, 11 general tracks and 29 invited s- sions and workshops, on the applications and theory of intelligent systems and related areas. The distinguished keynote speakers were Christopher Bishop, UK, Nikola - sabov, New Zealand, Saeid Nahavandi, Australia, Tetsuo Sawaragi, Japan, Yuzuru Tanaka, Japan and Roger Whitaker, UK. Over 240 oral and poster presentations provided excellent opportunities for the presentation of interesting new research results and discussion about them, leading to knowledge transfer and generation of new ideas. Extended versions of selected papers were considered for publication in the Int- national Journal of Knowledge-Based and Intelligent Engineering Systems, Engine- ing Applications of Artificial Intelligence, Journal of Intelligent Manufacturing, and Neural Computing and Applications.

• Markov chain
• classification
• cognition
• computational neuroscience
• cooperation
• data mining
• genetic algorithms
• knowledge discovery
• knowledge management
• machine learning
• mobile computing
• multi-agent system
• semantic web
• signal processing
• ubiquitous computing

• School of Engineering, The Parade, Cardiff University, Cardiff, UK

  Rossitza Setchi

• Dept. of Computer Science and Software Engineering, BUckingham Building, Lion Terrace, University of Portsmouth, Portsmouth, UK

  Ivan Jordanov

• KES International, London, UK

  Robert J. Howlett

• School of Electrical and Information Engineering, University of South Australia, ,, Australia

  Lakhmi C. Jain