Knowledge-Based Intelligent Information and Engineering Systems: 7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003, Proceedings, Deel 1

Voorkant
Vasile Palade
Springer, 8 apr. 2011 - 1476 pagina's
2.1 Text Summarization “Text summarization is the process of distilling the most important information from a source (or sources) to produce an abridged version for a particular user (or users) and task (or tasks)” [3]. Basic and classical articles in text summarization appear in “Advances in automatic text summarization” [3]. A literature survey on information extraction and text summarization is given by Zechner [7]. In general, the process of automatic text summarization is divided into three stages: (1) analysis of the given text, (2) summarization of the text, (3) presentation of the summary in a suitable output form. Titles, abstracts and keywords are the most common summaries in Academic papers. Usually, the title, the abstract and the keywords are the first, second, and third parts of an Academic paper, respectively. The title usually describes the main issue discussed in the study and the abstract presents the reader a short description of the background, the study and its results. A keyword is either a single word (unigram), e.g.: ‘learning', or a collocation, which means a group of two or more words, representing an important concept, e.g.: ‘machine learning', ‘natural language processing'. Retrieving collocations from text was examined by Smadja [5] and automatic extraction of collocations was examined by Kita et al. [1].
 

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Inhoudsopgave

Keynote Lectures
1
Creating a Smart Virtual Personality
15
Combining Support Vector Machines and ARTMAP Architectures
16
Formal Argumentation Frameworks
28
ARTBased Fuzzy Classifier
30
Tool Supporting Knowledge Modelling
45
A Framework to Assess Intelligent DecisionMaking Support Systems
59
An Extended KnowledgeAcquisition Methodology
61
Data Processing Method
748
Learning Translation Templates for Closely Related Languages
756
Implementation of an Arabic Morphological Analyzer
763
Development of a Remote Communication System
764
Efficient Automatic Correction of Misspelled Arabic Words Based
770
Table of Contents Part II
771
A Socially Supported KnowledgeBelief System and Its Application
778
KnowledgeBased Question Answering
785

Classification of DecisionBehavior Patterns
73
Intelligent Support to the Management
81
A Bipartite Approach
87
Knowledge Support for Modeling and Simulation
99
Intelligent Decision Making Support
101
Sylvain Delisle and Josťe StPierre
112
Neural Networks for Vision Biological and Artificial
115
Natural Language Processing
123
Using Conceptual Decision Model in a Case Study
126
Using Electronic Documents for Knowledge Acquisition
127
Table of Contents Part II
128
Neural Network Model Restoring Partly Occluded Patterns
131
SelectiveLearningRate Approach for Stock Market Prediction
141
A Model for Selective Visual Attention Based on Discrete ScaleSpaces
147
Learning Multiclass NeuralNetwork Models
155
SelfOrganizing Feature Maps for HMM Based LipReading
162
Establishing Safety Criteria for Artificial Neural Networks
163
A Convolutional Neural Network VLSI for Image Recognition
169
Neural Chaos Scheme of Perceptual Conflicts
170
Historical Learning
177
Use of the Kolmogorovs Superposition Theorem and Cubic Splines
184
Using Communication Preference and Mapping Learning Styles
185
The Influence of Prior Knowledge and Related Experience
191
Urinary Bladder Tumor Grade Diagnosis
199
WebBased Synchronized Multimedia System Design
201
Fuzzy Systems and Uncertain Reasoning
207
Newsvendor Problems Based on Possibility Theory
213
Development of a LevelBased Instruction Model
215
Uncertainty Management in Rule Based Systems Application
220
Fuzzy Coefficients and Fuzzy Preference Relations
229
The Use of Conceptual Graphs for Interactive Student Modelling
230
Mining Fuzzy Rules for a Traffic Information System
237
Possibilistic Hierarchical Fuzzy Model
244
Providing Personalised Recommendations
245
Fuzzy Knowledge Based Guidance in the Homing Missiles
251
for Describing Collaborative Adaptive Courses
252
Evolutionary Computation and Applications
258
Preventing Student Dropout in Distance Learning
267
Intelligent Motion Generator for Mobile Robot
271
Domain Knowledge Acquisition and Plan Recognition
282
Joanna Jedrzejowicz and Piotr Jedrzejowicz
286
Machine Learning and Applications
300
Performance of Adaptive Beamforming
311
Online Profit Sharing Works Efficiently
317
Visual Clustering with Artificial Ants Colonies
332
A DataReusing Gradient Descent Algorithm
340
Parameter Estimation for Bayesian Classification
346
Goal Programming Approaches to Support Vector Machines
356
Knowledge Based Computer Assisted Systems for Health Care
358
Asymmetric Triangular Fuzzy Sets for Classification Models
364
Machine Learning to Detect Intrusion Strategies
371
A Classification Capability of Reflective Neural Networks
373
On the Benchmarking of Multiobjective Optimization Algorithm
379
Multicategory Incremental Proximal Support Vector Classifiers
386
Physiological Simulation by Integrating a Circulatory System Model
388
Arc Consistency for Dynamic CSPs
393
Determination of Decision Boundaries for Online Signature Verification
401
Automated Cerebral Arteries Segmentation and Diameter Measurement
402
On the Accuracy of Rotation Invariant WaveletBased Moments Applied
408
Multiagent Systems
420
Intelligent Human Computer Interaction Systems
424
Modelling Intelligent Agents for Organisational Memories
430
Support System for Analysis of Students Motivation
432
A Study on the Multiagent Approach to Large Complex Systems
438
Personalization of Help System Output in the Framework
439
Multilayered Distributed Agent Ontology for Soft Computing Systems
445
A Description Method of Syntactic Rules on Japanese Filmscript
446
A Model for Personality and Emotion Simulation
453
Knowledge Structure for Acquiring Personal Taste Information
454
A Proposal of Kansei Description for Multimedia Contents
461
Data Mining Knowledge Discovery
462
Multiobjective Decision Making by AHP and Its Application
474
Mining Generalized Closed Frequent Itemsets
476
Interactive Design Support System by Customer Evaluation
481
ImmunityBased Systems
488
Visualization and Evaluation Support of Knowledge Discovery
493
Clinical Decision Support System
494
ImmunityBased Approaches for SelfMonitoring
503
SPINAn Enterprise Architecture for Spatial Data Mining
510
Idiotypic Network Model for Feature Extraction in Pattern Recognition
511
Feature Extraction for Classification in Knowledge Discovery Systems
526
Evaluation of Learning Support System
540
Hybrid Intelligent Systems
542
Reinforcement Learning Methods to Handle Actions
553
3Dimensional Object Recognition by Evolutional RBF Network
556
Web Type CAI System with Dynamic Text Change
567
Signal and Image Processing
570
Cognitive Humanoid Robots Based on Complex Kinematic Features
584
License Plate Detection Using Hereditary Threshold Determine Method
585
Active Detection of Anomalous Region as Primitive Processing
600
A Feature Extraction Method for Personal Identification System
601
AttentionBased Robot Control
615
A Neural Network Approach to Color Image Classification
617
Do Neurofuzzy Systems Have Chances in Industrial Applications?
629
True Smile Recognition Using Neural Networks and Simple
631
Evaluation of a Combined Wavelet
646
An Artificial Olfactory System for Quality
647
Low Complexity Functions
660
AllMobile Networks
661
Multiagent System for Remote Software Operations
675
KnowledgeBased Hydraulic Model Calibration
676
An Operating and Diagnostic KnowledgeBased System for Wire
691
A User Guided Enemy Course of Action Generator
692
Knowledge Representation for Structure and Function
707
The Wargame Infrastructure and Simulation Environment Wise
714
A Fuzzy Control System for a Small Gasoline Engine
722
Intelligent Groupware
734
A Fuzzy Classification Solution for Fault Diagnosis of Valve Actuators
741
Visualization Methods for Sharing Knowledge Pieces
786
Fabio Rinaldi James Dowdall Michael Hess Diego MollŠ
792
A Neural Network Model for Pattern Recognition
814
Text Mining Information Retrieval
816
A Framework for Integrating Deep
824
Intelligent Systems Design
828
Fuzzy Methods for Knowledge Discovery from Multilingual Text
835
GoalDirected Design for Proactive and Intelligent Device Collaboration
841
Automatic Extraction of Keywords from Abstracts
843
Termlength Normalization for Centroidbased Text Categorization
850
Low Power Design of the Neuroprocessor
856
Recommendation System Based on the Discovery
857
Age and Gender Estimations by Modeling Statistical Relationship
870
Managing Articles Sent to the Conference Organizer
871
Robust Facial Parts Detection by Using Four Directional Features
882
Intelligent Tutoring Systems
886
Mental Workload of Ships Navigator
897
Virtual Environment for CaseBased Teaching
906
Intelligent Techniques for Biology and Chemistry
911
Table of Contents Part II
919
RuleDriven Mobile Intelligent Agents for RealTime Configuration
921
Neural Network Application to Eggplant Classification
933
Design and Implementation of an Automatic Installation System
936
Combination of a Cognitive Theory
944
Methods and Applications of Intelligent Hybrid Systems
950
Intelligent Web Applications
951
A Framework for the Development of Personalized Agents
959
An Interactive Interface for Exploration
967
Active Knowledge Mining for Intelligent Web Page Management
975
An Optimization of Data Mining Algorithms
980
CaseBased Reasoning
984
Adaptation Problems in Therapeutic CaseBased Reasoning Systems
992
Knowledge Based Methods and Applications
993
A Knowledge Management and Quality Model for RD Organizations
1000
Knowledge Management Information Systems
1008
Design of a Validation Tool Based on Design Patterns
1014
A Solution to Billiard Balls Puzzle Using AO Algorithm
1015
An Extensible Environment for Expert System Development
1016
Embodied Conversational Agents
1030
Channel Design for Strategic Knowledge Interaction
1037
A Case Study
1039
Object Tracking and Task Recognition
1044
A Mamdani Model to Predict the Weighted Joint Density
1052
Structural Analysis of Instruction Utterances
1054
On Personalizing Video Portal System with Metadata
1062
Representation of Algorithmic Knowledge in Medical Information Systems
1069
Environmental Media and Intelligent Interaction Support
1070
Table of Contents Part II
1085
Invited Sessions Papers
1088
Utilization of AI GAs to Improve the Traditional Technical Analysis
1095
Incremental Learning and Forgetting in RBF Networks and SVMs
1109
A Computational Approach
1115
Expanded Neural Networks in System Identification i
1116
A New Learning Algorithm
1122
An Age Estimation System Using the Neural Network
1129
The CODAM Model and Deficits of Consciousness I CODAM
1130
Reconstruction of Facial Skin Color in Color Images
1135
GrainShaped Control System by Using the SPCA
1142
Reinforcement Learning Using RBF Networks
1149
Face Identification Method Using the Face Shape
1157
Tracking of Moving Object Using Deformable Template
1162
A Model for Recovery from Brain Damage
1164
Thai Banknote Recognition Using Neural Network
1169
Soft Computing Techniques for 3D Computer Vision
1180
Artificial Intelligence Applications to Information Security
1185
Keystream Generator Analysis in Terms of Cellular Automata
1199
Knowledge Based Elearning
1202
AgentOriented Public Key Infrastructure for Multiagent Eservice
1215
A Model Conception for Learner Profile Construction
1216
Towards Building LargeScale Knowledge System
1221
Content Modeling in Intelligent Instructional Environments
1229
Pseudorandom Number Generator
1230
A Study on Performance Evaluation
1245
Your 3D Virtual Bookseller
1249
Detection and Diagnosis of Oscillations in Process Plants
1258
An Experimental Study on Measuring Image Quality
1261
A Study of the User Interface in Biometric Verification Based on
1270
IDEF0 Activity Model Based Design Rationale Supporting Environment
1281
Acquisition and Representation of Causal
1284
The Optimal Profit Distribution Problem
1289
An Experimental Study of Model Predictive Control
1296
Experiences in Reusing Problem Solving Methods
1299
Fault Recognition System of Electrical Components in Scrubber
1303
Nonlinear Process Modeling Based on JustinTime Learning
1311
Collecting Analyzing and Interpreting Data
1314
Intelligent Signal Processing
1319
Adaptive Prediction of Mobile Radio Channels Utilizing
1326
On Selecting and Scheduling Assembly Plans
1329
Amplitude Modulated Sinusoidal Models
1334
A Fast Converging Sequential Blind Source Separation Algorithm
1343
Knowledge Acquisition in PROSTANET
1345
Texture Segmentation Using Semisupervised Support Vector Machine
1357
Ontology and Multiagent Systems Design
1372
Huajun Chen Zhaohui Wu and Jiefeng Xu
1381
The Tropos Approach
1387
First Steps towards an Ontology for Astrophysics
1389
Emergence and SelfOrganization in Agent Systems
1396
Ontological Foundations of Natural Language Communication
1403
Extraction of Rules by Heterogeneous Agents
1405
Ayahiko Niimi and Osamu Konishi
1412
A Multiagent Distributed Approach to Service Robotics
1419
Emergence in Agents with Different Internal Time Frames
1426
Image Retrieval Based on Independent Components
1435
Using Overcomplete Independent Component Analysis
1443
An ICABased Method for Poisson Noise Reduction
1449
Recursive Approach for RealTime Blind Source Separation
1455
Author Index
1463
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