Knowledge-Based Intelligent Information and Engineering Systems

1. Front Matter

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2. Keynote Lectures

   1. Assisting Human Decision Making with Intelligent Technologies

      • Gloria Phillips-Wren

      Pages 1-10

   2. Driven by Compression Progress

      • Jürgen Schmidhuber

      Pages 11-11

   3. Evolvable Hardware Architectures and Their Role in Fault Tolerant Computational Systems

      • Andy Tyrrell

      Pages 12-12

   4. Legal Issues for Military Intelligent Decision-Making Technologies

      • Anthony Finn

      Pages 13-13

   5. New Topics from Recent Interactive Evolutionary Computation Researches

      • Hideyuki Takagi

      Pages 14-14

   6. Virtual Humans: From Researcher’s Fascination to Mass-Market Technology

      • Igor S. Pandzic

      Pages 15-15

   7. How Many Clusters Are There? – An Essay on the Basic Notions of Clustering

      • Bernd Reusch

      Pages 16-16

3. I General Tracks

   1. Artificial Neural Networks and Connectionist Systems

      1. An Intelligent Traffic Light Control Based on Extension Neural Network

         • Kuei-Hsiang Chao, Ren-Hao Lee, Meng-Hui Wang

         Pages 17-24

      2. Design of an Auto-associative Neural Network by Using Design of Experiments Approach

         • Božidar Bratina, Nenad Muškinja, Boris Tovornik

         Pages 25-32

      3. A New Implementation for High Speed Normalized Neural Networks in Frequency Space

         • Hazem M. El-Bakry, Mohamed Hamada

         Pages 33-40

      4. A New SOM Initialization Algorithm for Nonvectorial Data

         • Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio

         Pages 41-48

      5. Accelerated Gradient Learning Algorithm for Neural Network Weights Update

         • Zeljko Hocenski, Mladen Antunovic, Damir Filko

         Pages 49-56

      6. Neural Model-Based Segmentation of Image Motion

         • Lucia Maddalena, Alfredo Petrosino

         Pages 57-64

   2. Fuzzy and Neuro-Fuzzy Systems

      1. Classification on Soft Labels Is Robust against Label Noise

         • Christian Thiel

         Pages 65-73

      2. Prediction of the Collapse Index by a Mamdani Fuzzy Inference System

         • Kivanc Zorlu, Candan Gokceoglu

         Pages 74-81

   3. Evolutionary Computation

      1. A Cross-Entropy Based Population Learning Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation

         • Piotr Jędrzejowicz, Aleksander Skakovski

         Pages 82-89

      2. Improving the Responsiveness of NSGA-II in Dynamic Environments Using an Adaptive Mutation Operator – A Case Study

         • Alvaro Gomes, C. Henggeler Antunes, A. Gomes Martins

         Pages 90-97

   4. Machine Learning and Classical AI

      1. Structural Analysis of Promoter Sequences Using Grammar Inference and Support Vector Machine

         • Robertas Damaševičius

         Pages 98-105

      2. A Metric to Discriminate the Selection of Algorithms for the General ATSP Problem

         • Jorge A. Ruiz-Vanoye, Ocotlán Díaz-Parra, Vanesa Landero N.

         Pages 106-113

The three volume set LNAI 5177, LNAI 5178, and LNAI 5179, constitutes the refereed proceedings of the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2008, held in Zagreb, Croatia, in September 2008. The 316 revised papers presented were carefully reviewed and selected. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; topics covered in the first volume are artificial neural networks and connectionists systems; fuzzy and neuro-fuzzy systems; evolutionary computation; machine learning and classical AI; agent systems; knowledge based and expert systems; intelligent vision and image processing; knowledge management, ontologies, and data mining; Web intelligence, text and multimedia mining and retrieval; and intelligent robotics and control.

• Web Intelligence
• artificial intelligence
• artificial neural network
• data mining
• evolution
• evolutionary computation
• expert system
• image processing
• knowledge base
• knowledge management
• machine learning
• neural network
• ontology
• robot
• robotics

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