Knowledge-Based Intelligent Information and Engineering Systems: 7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003, Proceedings, Part IVasile 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]. |
Inhoudsopgave
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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 Josée 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 Mollá | 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 |
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Overige edities - Alles bekijken
Knowledge-Based Intelligent Information and Engineering Systems 1.: 7th ... Vasile Palade,L. C. Jain Gedeeltelijke weergave - 2003 |
Knowledge-Based Intelligent Information and Engineering Systems 1.: 7th ... Vasile Palade,Robert J. Howlett,L. C. Jain Geen voorbeeld beschikbaar - 2003 |
Veelvoorkomende woorden en zinsdelen
accuracy agent analysis application approach Artificial Intelligence Artificial Neural Networks attributes Berlin Heidelberg 2003 calculated classification clustering complexity components Computer concept constraints data mining data set database decision tree defined density domain Engineering estimate evaluation example experiments expert system extraction feature fuzzy logic fuzzy sets genetic algorithm Grade Grossberg hidden neurons IEEE implementation input International iterations Japan KAMET knowledge base L.C. Jain Eds layer learning LNAI Machine Learning matrix membership function method methodology multi-agent system Neural Networks neurons object obtained ontology operator optimisation optimization output Palade paper parameters pattern performance pixel prediction problem proposed R.J. Howlett recognition relevant relevant logics robot rules selection semantics signal simulation solution solving Springer-Verlag Berlin Heidelberg structure Support Vector Machines Table task techniques Technology theorem threshold tion training data University variables vector visual