Intelligent Information Systems 2001 Proceedings of the International Symposium “Intelligent Information Systems X”, June 18–22, 2001, Zakopane, Poland /

The book offers a selection of papers presented at the international symposium Intelligent Information Systems X held in Zakopane, Poland. The papers report on progress in theory and applications of broadly understood artificial intelligence, including machine learning, knowledge discovery, knowledg...

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Corporate Author: SpringerLink (Online service)
Other Authors: Kłopotek, Mieczysław A. (Editor), Michalewicz, Maciej. (Editor), Wierzchoń, Sławomir T. (Editor)
Format: SpringerLink eBooks
Language:English
Published: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2001.
Series:Advances in Intelligent and Soft Computing, 10
Subjects:
Online Access:http://dx.doi.org/10.1007/978-3-7908-1813-0
Table of Contents:
  • Rule and Decision Tree Learning
  • Identification of Rules for Brain Metastases and Survival Time Prediction for Small Cell Lung Cancer Patients
  • The Development of the AQ20 Learning System and Initial Experiments
  • Discovering Multi-head Attributional Rules in Large Databases
  • Melanoma Prediction Using k-Nearest Neighbor and LEM2 Algorithms
  • Technologies for Sound Database Indexing: Musical Instrument Classification Methods
  • Unsupervised Learning
  • Significance Testing in the Grade Correspondence Analysis
  • Ensembles of Similarity-based Models
  • Regression — Yet Another Clustering Method
  • Taxonomy Building: Cases or Attributes ?
  • Using Grade Correspondence Analysis to Merge Populations and Detect Latent Orders
  • Mining the Preference Relations and Preference Graphs
  • Biologically Motivated Methods
  • Multi-Dimensional Gaussian and Cauchy Mutations
  • Statistical Genetic Algorithms
  • Cellular Automata Approach to Scheduling Problem in Case of Modifications of a Program Graph
  • Multimodal Optimization with Artificial Immune Systems
  • Learning and Reasoning Under Uncertainty
  • Bayesian Network Mining System
  • Intelligent Techniques in Stock Analysis
  • Models of Multiple Response Independence
  • The Role of Support and Confidence in Collaborative Query Answering
  • Logical Foundations of Ai
  • Criteria and Functions for Expert Information Representation Choice
  • Intelligent Computing Systems with Actors — Parallel Dynamic Programming Algorithm of the Polygon Triangulation Problem
  • A Model for Extracting a Class of Knowledge Operators, Logic Disjunctions and Logic Alternatives from BDI Agents
  • Information Dimension of a Population’s Attractor and Population’s Entropy
  • Quantifier Handling Issues in Computer-Oriented Intuitionistic Calculi
  • Verification of the Logic of Plausible Reasoning
  • Author Index.