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9783642005626

Man-machine Interactions

by ; ; ; ;
  • ISBN13:

    9783642005626

  • ISBN10:

    3642005624

  • Format: Paperback
  • Copyright: 2009-08-07
  • Publisher: Springer-Verlag New York Inc
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List Price: $609.00

Summary

This volume reflects a number of research streams on the development of computer systems and software that makes it possible to employ them in a variety of human activities ranging from logic studies and artificial intelligence, rule-based control of technological processes, image analysis, expert systems and decision support, to assistance in creative works. In particular, the volume points to a number of new advances in man-machine communication, interaction between visualization and modeling, rough granular computing in human-centric information processing and the discovery of affinities between perceptual granules. The topical subdivisions of this volume include human-computer interactions, decision support, rough fuzzy investigations, advances in classification methodology, pattern analysis and signal processing, computer vision and image analysis, advances in algorithmics, databases and data warehousing, and embedded system applications.

Table of Contents

Keynote Talks
Speech Man-Machine Communicationp. 3
Stochastic Effects in Signaling Pathways in Cells: Interaction between Visualization and Modelingp. 11
Rough-Granular Computing in Human-Centric Information Processingp. 23
Discovering Affinities between Perceptual Granules: L2 Norm-Based Tolerance Near Preclass Approachp. 43
Human-Computer Interactions
A Psycholinguistic Model of Man-Machine Interactions Based on Needs of Human Personalityp. 55
Adaptable Graphical User Interfaces for Player-Based Applicationsp. 69
Case-Based Reasoning Model in Process of Emergency Managementp. 77
Enterprise Ontology According to Roman Ingarden Formal Ontologyp. 85
Hand Shape Recognition for Human-Computer Interactionp. 95
System for Knowledge Mining in Data from Interactions between User and Applicationp. 103
Computational Techniques in Biosciences
Analyze of Maldi-TOF Proteomic Spectra with Usage of Mixture of Gaussian Distributionsp. 113
Energy Properties of Protein Structures in the Analysis of the Human RAB5A Cellular Activityp. 121
Fuzzy Weighted Averaging of Biomedical Signal Using Bayesian Inferencep. 133
Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groupsp. 141
Estimation of the Number of Primordial Genes in a Compartment Model of RNA Worldp. 151
Quasi Dominance Rough Set Approach in Testing for Traces of Natural Selection at Molecular Levelp. 163
Decision Support, Rule Inferrence and Representation
The Way of Rules Representation in Composited Knowledge Basesp. 175
Clustering of Partial Decision Rulesp. 183
Decision Trees Constructing over Multiple Data Streamsp. 191
Decision Tree Induction Methods for Distributed Environmentp. 201
Extensions of Multistage Decision Transition Systems: The Rough Set Perspectivep. 209
Emotion Recognition Based on Dynamic Ensemble Feature Selectionp. 217
Rough Fuzzy Investigations
On Construction of Partial Association Rules with Weightsp. 229
Fuzzy Rough Entropy Clustering Algorithm Parametrizationp. 239
Data Grouping Process in Extended SQL Language Containing Fuzzy Elementsp. 247
Rough Sets in Flux: Crispings and Changep. 257
Simplification of Neuro-Fuzzy Modelsp. 265
Fuzzy Weighted Averaging Using Criterion Function Minimizationp. 273
Approximate String Matching by Fuzzy Automatap. 281
Remark on Membership Functions in Neuro-Fuzzy Systemsp. 291
Capacity-Based Definite Rough Integral and Its Applicationp. 299
Advances in Classification Methods
Classifier Models in Intelligent CAPP Systemsp. 311
Classification Algorithms Based on Template's Decision Rulesp. 321
Fast Orthogonal Neural Network for Adaptive Fourier Amplitude Spectrum Computation in Classification Problemsp. 327
Relative Reduct-Based Selection of Features for ANN Classifierp. 335
Enhanced Ontology Based Profile Comparison Mechanism for Better Recommendationp. 345
Privacy Preserving Classification for Ordered Attributesp. 353
Incorporating Detractors into SVM Classificationp. 361
Bayes Multistage Classifier and Boosted C4.5 Algorithm in Acute Abdominal Pain Diagnosisp. 371
Pattern Recognition and Signal Processing
Skrybot-A System for Automatic Speech Recognition of Polish Languagep. 381
Speaker Verification Based on Fuzzy Classifierp. 389
Support Vector Classifier with Linguistic Interpretation of the Kernel Matrix in Speaker Verificationp. 399
Application of Discriminant Analysis to Distinction of Musical Instruments on the Basis of Selected Sound Parametersp. 407
Computer Vision, Image Analysis and Virtual Reality
Spatial Color Distribution Based Indexing and Retrieval Schemep. 419
Synthesis of Static Medical Images with an Active Shape Modelp. 429
New Method for Personalization of Avatar Animationp. 435
Multidimensional Labyrinth-Multidimensional Virtual Realityp. Dariusz Jamroz
Shape Recognition Using Partitioned Iterated Function Systemsp. 451
Computer Vision Support for the Orthodontic Diagnosisp. 459
From Museum Exhibits to 3D Modelsp. 477
Advances in Algorithmics
A Method for Automatic Standardization of Text Attributes without Reference Data Setsp. 489
Internal Conflict-Free Projection Setsp. 497
The Comparison of an Adapted Evolutionary Algorithm with the Invasive Weed Optimization Algorithm Based on the Problem of Predetermining the Progress of Distributed Data Merging Processp. 505
Cumulation of Pheromone Values in Web Searching Algorithmp. 515
Mining for Unconnected Frequent Graphs with Direct Subgraph Isomorphism Testsp. 523
Numerical Evaluation of the Random Walk Search Algorithmp. 533
On Two Variants of the Longest Increasing Subsequence Problemp. 541
Computing the Longest Common Transposition-Invariant Subsequence with GPUp. 551
Databases and Data Warehousing
Usage of the Universal Object Model in Database Schemas Comparison and Integrationp. 563
Computational Model for Efficient Processing of Geofield Queriesp. 573
Applying Advanced Methods of Query Selectivity Estimation in Oracle DBMSp. 585
How to Efficiently Generate PNR Representation of a Qualitative Geofieldp. 595
RBTAT: Red-Black Table Aggregate Treep. 605
Performing Range Aggregate Queries in Stream Data Warehousep. 615
LVA-Index: An Efficient Way to Determine Nearest Neighborsp. 623
Embedded Systems Applications
Basic Component of Computational Intelligence for IRB-1400 Robotsp. 637
Factors Having Influence upon Efficiency of an Integrated Wired-Wireless Networkp. 647
FFT Based EMG Signals Analysis on FPGAs for Dexterous Hand Prosthesis Controlp. 655
The VHDL Implementation of Reconfigurable MIPS Processorp. 663
Time Optimal Target Following by a Mobile Vehiclep. 671
Improving Quality of Satellite Navigation Devicesp. 679
Author Index
Table of Contents provided by Ingram. All Rights Reserved.

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