rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Innovations in Hybrid Intelligent Systems
  name:
    name part: Corchado, Emilio.
    role:
      role term: editor.
  name:
    name part: Corchado, Juan M.
    role:
      role term: editor.
  name:
    name part: Abraham, Ajith.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2007
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVI, 498 p. online resource.
  abstract: Hybrid Artificial Intelligence Systems (HAIS) combines symbolic and sub-symbolic techniques to construct more robust and reliable problem solving models. This volume focused on "Hybrid Artificial Intelligence Systems" contains a collection of papers that were presented at the 2nd International Workshop on Hybrid Artificial Intelligence Systems, held in 12 - 13 November, 2007, Salamanca, Spain. This carefully edited book provides a comprehensive overview of the recent advances in the hybrid intelligent systems and covers a wide range of application areas, including data analysis and data mining, intelligent control, pattern recognition, robotics, optimization, etc. The book is aimed at researchers, practitioners and postgraduate students who are engaged in developing and applying advanced intelligent systems principles to solving real-world problems.
  table of contents: Hybrid Artificial Intelligence Systems -- Hybrid Artificial Intelligence Systems -- Agents and Multiagent Systems -- Analysis of Emergent Properties in a Hybrid Bio-inspired Architecture for Cognitive Agents -- Using Semantic Causality Graphs to Validate MAS Models -- A Multiagent Framework to Animate Socially Intelligent Agents -- Context Aware Hybrid Agents on Automated Dynamic Environments -- Sensitive Stigmergic Agent Systems — A Hybrid Approach to Combinatorial Optimization -- Fuzzy Systems -- Agent-Based Social Modeling and Simulation with Fuzzy Sets -- Stage-Dependent Fuzzy-valued Loss Function in Two-Stage Binary Classifier -- A Feature Selection Method Using a Fuzzy Mutual Information Measure -- Interval Type-2 ANFIS -- A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms -- Artificial Neural Networks -- Development of Multi-output Neural Networks for Data Integration — A Case Study -- Combined Projection and Kernel Basis Functions for Classification in Evolutionary Neural Networks -- Modeling Heterogeneous Data Sets with Neural Networks -- A Computational Model of the Equivalence Class Formation Psychological Phenomenon -- Data Security Analysis Using Unsupervised Learning and Explanations -- Finding Optimal Model Parameters by Discrete Grid Search -- Clustering and Multiclassfier Systems -- A Hybrid Algorithm for Solving Clustering Problems -- Clustering Search Heuristic for the Capacitated p-Median Problem -- Experiments with Trained and Untrained Fusers -- Fusion of Visualization Induced SOM -- Robots -- Open Intelligent Robot Controller Based on Field-Bus and RTOS -- Evolutionary Controllers for Snake Robots Basic Movements -- Evolution of Neuro-controllers for Multi-link Robots -- Solving Linear Difference Equations by Means of Cellular Automata -- Metaheuristics and Optimization Models -- Automated Classification Tree Evolution Through Hybrid Metaheuristics -- Machine Learning …
  note: edited by Emilio Corchado, Juan M. Corchado, Ajith Abraham.
  subject:
    topic: Computer science
  subject:
    topic: Artificial intelligence
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Computer Science
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Appl.Mathematics/Computational Methods of Engineering
  subject:
    topic: Applications of Mathematics
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Advances in Soft Computing, 44
  identifier: 9783540749721
  identifier: http://dx.doi.org/10.1007/978-3-540-74972-1
  record info:
    record creation date: 100301
    record change date: 20151204172244.0
    record identifier: 978-3-540-74972-1