Knowledge-Based Intelligent Information and Engineering Systems 1.: 7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003, Proceedings,Springer Science & Business Media, 27 aug 2003 - 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
Distributed Prediction and Hierarchical Knowledge Discovery | 1 |
An ARTBased Hybrid Network for Medical Pattern Classification Tasks | 7 |
Creating a Smart Virtual Personality | 15 |
Combining Support Vector Machines and ARTMAP Architectures | 16 |
ARTBased N eurofuzzy Modelling Applied to Reinforcement Learning | 22 |
Formal Argumentation Frameworks | 28 |
ARTBased Fuzzy Classifier | 30 |
Intelligent Decision Support Making Systems | 37 |
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 I | 734 |
A Fuzzy Classification Solution for Fault Diagnosis of Valve Actuators | 741 |
Tool Supporting Knowledge Modelling | 45 |
A Framework to Assess Intelligent DecisionMaking Support Systems | 59 |
Table of Contents Part I | 61 |
Classification of DecisionBehainiorPatterns | 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 |
A RuleBased Formalism | 128 |
Neural Network Model Restoring Partly OccludedPatterns | 131 |
SelectiveLearningRate Approach for Stock Market Prediction | 141 |
A Model for Selective Visual Attention Based oiiDiscrete 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 |
Historical Learning | 177 |
Using Communication Preference and Mapping Learning Styles | 185 |
The Influence of Prior Knowledge and Related Experience | 191 |
Evaluation of Discussions in Online Classrooms | 193 |
WebBased Synchronized Multimedia System Design | 201 |
Fuzzy Systems and Uncertain Reasoning | 207 |
An Integrated Courseware Usability Evaluation Method | 208 |
Development of a LevelBased Instruction Model | 215 |
Uncertainty Management in Rule Based Systems Application | 220 |
AI Techniques in WebBased Educational Systems | 222 |
The Use of Conceptual Graphs for Interactive Student Modelling | 230 |
Mining Fuzzy Rules for a Traffic Information System | 237 |
Supporting Collaborative Knowledge Building with Intelligent Agents | 238 |
Providing Personalised Recommendations | 245 |
Fuzzy Knowledge Based Guidance in the Homing Missiles | 251 |
for Describing Collaborative Adaptive Courses | 252 |
Table of Contents Part I | 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 |
Some Properties of the Network Consisting | 351 |
Goal Programming Approaches to Support Vector Machines | 356 |
Knowledge Based Computer Assisted Systems for Health Care | 358 |
Abstraction of LongTerm Changed Tests in Mining Hepatitis Data | 366 |
Machine Learning to Detect Intrusion Strategies | 371 |
A Classification Capability of Reflective Neural Networks | 373 |
A Classification Method of Medical Database | 380 |
Multicategory Incremental Proximal Support Vector Classifiers | 386 |
Physiological Simulation by Integrating a Circulatory System Model | 388 |
Collimation Detection in Digital Radiographs | 394 |
Determination of Decision Boundaries for Online Signature Verification | 401 |
Automated Cerebral Arteries Segmentation and Diameter Measurement | 402 |
Data Mining for Seeking Relationships between Sickness Absence | 410 |
Multiagent Systems | 420 |
Intelligent Human Computer Interaction Systems | 424 |
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 |
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 |
Table of Contents Part I | 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 |
Feature Extraction for Classification in Knowledge Discovery Systems | 526 |
Intelligent KnowledgeBased Interface Systems | 533 |
Evaluation of Learning Support System | 540 |
Hybrid Intelligent Systems | 542 |
EM Algorithm for Cleaning of Answers Generated | 547 |
Reinforcement Learning Methods to Handle Actions | 553 |
3Dimensional Object Recognition by Evolutional RBF Network | 556 |
Intelligent KnowledgeBased Interface Systems II | 561 |
Web Type CAI System with Dynamic TextpChange | 567 |
Signal and Image Processing | 570 |
A Study on Saccadic Eye Movements at the Mutual Gazing | 573 |
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 |
Table of Contents Part I | 660 |
AllMobile Networks | 661 |
Multiagent System for Remote Software Operations | 675 |
Data Processing Method | 748 |
Learning Translation Templates for Closely Related Languages | 756 |
Development of a Remote Communication System | 764 |
Efficient Automatic Correction of Misspelled Arabic Words Based | 770 |
Personalized Environment for Skimming Documents | 771 |
KnowledgeBased Question Answering | 785 |
Visualization Methods for Sharing Knowledge Pieces | 786 |
A Neural Network Model for Pattern Recognition | 814 |
Text Mining Information Retrieval | 816 |
Intelligent Systems Design | 828 |
Fuzzy Methods for Knowledge Discovery from Multilingual Text | 835 |
GoalDirected Design for Proactive and Intelligent Device Collaboration | 841 |
Termlength Normalization for Centroidbased Text Categorization | 850 |
Low Power Design of the Neuroprocessor | 856 |
Table of Contents Part I | 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 |
Discovery of Toxicological Patterns with Lazy Learning | 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 |
Methods and Applications of Intelligent Hybrid Systems | 950 |
Intelligent Web Applications | 951 |
An Interactive Interface for Exploration | 967 |
An Optimization of Data Mining Algorithms | 980 |
CaseBased Reasoning | 984 |
A WebBased Intelligent Forecasting System | 993 |
A Knowledge Management and Quality Model for RD Organizations | 1000 |
Design of a Validation Tool Based on Design Patterns | 1014 |
A Solution to Billiard Balls Puzzle Using AO Algorithm | 1015 |
Javier Andrade Juan Ares Rafael Garcia Santiago Rodriguez | 1016 |
Table of Contents Part I | 1023 |
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 |
Adjustment of Nonverbal Conversational Signals | 1085 |
Invited Sessions Papers | 1088 |
Utilization of AI 85 GAS to Improve the Traditional Technical Analysis | 1095 |
Incremental Learning and Forgetting in RBF Networks and SVMs | 1109 |
A New Learning Algorithm | 1122 |
Face Recognition | 1129 |
Reconstruction of Facial Skin Color in Color Images | 1135 |
CODAM and Deficits of Consciousness | 1140 |
Reinforcement Learning Using RBF Networks | 1149 |
Schizophrenia Positive Symptoms Interpreted | 1156 |
Tracking of Moving Object Using Deformable Template | 1162 |
Table of Contents Part I | 1169 |
Doparninergic Noise Control of Memory | 1172 |
Soft Computing Techniques for 3D Computer Vision | 1180 |
Artificial Intelligence Applications to Information Security | 1185 |
Accelerated Bundle Adjustment in MultipleView Reconstruction | 1195 |
Keystream Generator Analysis in Terms of Cellular Automata | 1199 |
Open WebBased Learning Environments and Knowledge Forums | 1208 |
AgentOriented Public Key Infrastructure for Multiagent Eservice | 1215 |
Towards Building LargeScale Knowledge System | 1221 |
Adaptive Learning Scenarios in Intelligent Instructional Environment | 1223 |
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 I | 1261 |
A Study of the User Interface in Biometric Verification Based on | 1270 |
IDEFO 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 I | 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 |
Table of Contents Part I | 1343 |
Knowledge Acquisition in PROSTANET | 1345 |
Texture Segmentation Using Semisupervised Support Vector Machine | 1356 |
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 Niirai 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 |
Author Index | 1463 |
Overige edities - Alles bekijken
Knowledge-Based Intelligent Information and Engineering Systems: 7th ... Vasile Palade Gedeeltelijke weergave - 2011 |
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
action agent algorithm analysis application approach approximation Artificial associated attributes calculated changes classification clustering combination compared complexity components Computer concept Conclusion considered consists corresponding data set decision defined described determined developed distribution domain Engineering estimate evaluation example experiments expression extraction Figure final frequency function fuzzy genetic given improve individual initial input Intelligence International Introduction Italy itemsets Japan knowledge learning logic Machine means measure method mining Neural Networks object obtained operator optimization output parameters pattern performance population possible prediction presented problem production proposed reasoning recognition reference represents rules selection shown shows signal simulation solution solving space step structure Table task techniques Technology theory tree University variables vector weights