Intelligent Information Processing VI

7th IFIP TC 12 International Conference, IIP 2012, Guilin, China, October 12-15, 2012. Proceedings


ISBN: 978-3-642-32890-9 (Print) 978-3-642-32891-6 (Online)

Table of contents (49 chapters)

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  1. Front Matter

    Pages -

  2. Keynote Presentations

    1. Chapter

      Pages 1-1

      The AI Journey: The Road Traveled and the (Long) Road Ahead

    2. Chapter

      Pages 2-2

      Transfer Learning and Applications

    3. Chapter

      Pages 3-12

      Semantics of Cyber-Physical Systems

    4. Chapter

      Pages 13-14

      Big Data Mining in the Cloud

    5. Chapter

      Pages 15-15

      Research on Semantic Programming Language

  3. Machine Learning

    1. Chapter

      Pages 16-27

      Effectively Constructing Reliable Data for Cross-Domain Text Classification

    2. Chapter

      Pages 28-39

      Improving Transfer Learning by Introspective Reasoner

    3. Chapter

      Pages 40-49

      PPLSA: Parallel Probabilistic Latent Semantic Analysis Based on MapReduce

    4. Chapter

      Pages 50-57

      Analysis on Limitation Origins of Information Theory

  4. Data Mining

    1. Chapter

      Pages 58-67

      Intelligent Inventory Control: Is Bootstrapping Worth Implementing?

    2. Chapter

      Pages 68-76

      Support Vector Machine with Mixture of Kernels for Image Classification

    3. Chapter

      Pages 77-86

      The BDIP Software Architecture and Running Mechanism for Self-Organizing MAS

    4. Chapter

      Pages 87-96

      Optimization of Initial Centroids for K-Means Algorithm Based on Small World Network

    5. Chapter

      Pages 97-105

      ECCO: A New Evolutionary Classifier with Cost Optimisation

  5. Automatic Reasoning

    1. Chapter

      Pages 106-115

      Reasoning Theory for D3L with Compositional Bridge Rules

    2. Chapter

      Pages 116-124

      Semantic Keyword Expansion: A Logical Approach

    3. Chapter

      Pages 125-130

      An ABox Abduction Algorithm for the Description Logic ALCI

    4. Chapter

      Pages 131-136

      Reasoning about Assembly Sequences Based on Description Logic and Rule

  6. Semantic Web

    1. Chapter

      Pages 137-146

      Dynamic Logic for the Semantic Web

    2. Chapter

      Pages 147-156

      On the Support of Ad-Hoc Semantic Web Data Sharing

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