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Computational Collective Intelligence. Technologies and Applications: Second International Conference, ICCCI 2010, Kaohsiung, Taiwan, November 10-12, 2010. Proceedings, Part I de Jeng-Shyang Pan

Computational Collective Intelligence. Technologies and Applications: Second International Conference, ICCCI 2010, Kaohsiung, Taiwan, November 10-12, 2010. Proceedings, Part I: Lecture Notes in Computer Science, cartea 6421

Editat de Jeng-Shyang Pan, Shyi-Ming Chen, Ngoc-Thanh Nguyen
en Limba Engleză Paperback – 21 oct 2010

Editorii Jeng-Shyang Pan, Shyi-Ming Chen și Ngoc-Thanh Nguyen aduc în prim-plan o expertiză vastă în coordonarea cercetării internaționale, facilitând un dialog între mediul academic și cel industrial. Găsim în această carte o documentare riguroasă a progreselor realizate în domeniul inteligenței colective, volumul fiind rezultatul unei selecții stricte: doar 155 de lucrări au fost acceptate din cele aproximativ 500 transmise spre evaluare. Putem afirma că această lucrare reprezintă un pilon tehnic pentru studiul sistemelor distribuite și al inteligenței artificiale aplicate.

Această ediție se integrează coerent în opera colectivă a editorilor, continuând direcțiile explorate în Advances in Intelligent Information Hiding and Multimedia Signal Processing sau Advances in Intelligent Data Analysis and Applications. Dacă lucrările anterioare puneau accent pe analiza datelor și semnale multimedia, volumul de față extinde cercetarea către sisteme web și modelarea cognitivă a agenților. Complementar volumului Computational Collective Intelligence de Ngoc Thanh Nguyen (din seria ICCCI 2018), care se concentrează pe web-ul semantic și sisteme de recomandare moderne, ediția de față oferă fundamentul tehnic pentru algoritmi de criptare optică și detecția anomaliilor în rețele de telecomunicații.

Structura este organizată metodologic, începând cu analiza performanței web prin sisteme multi-agent și progresând spre soluții complexe de securitate. Capitolele tratează aplicații practice precum filtrarea colaborativă în e-business-ul de modă sau utilizarea algoritmilor genetici pentru protecția imaginilor. Tonul este strict academic și tehnic, axat pe demonstrații matematice și rezultate experimentale care validează modelele neuro-fuzzy și sistemele de decizie colectivă.

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Specificații

ISBN-13: 9783642166921
ISBN-10: 364216692X
Pagini: 534
Ilustrații: XXVII, 534 p. 217 illus.
Greutate: 0.84 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

De ce să citești această carte

Pentru cercetătorii din domeniul informaticii, acest volum din seria Lecture Notes in Computer Science oferă acces la metodologii avansate de inteligență colectivă. Cititorul câștigă o perspectivă detaliată asupra modului în care agenții software pot colabora pentru rezolvarea problemelor complexe de securitate și optimizare web. Este o resursă esențială pentru cei care dezvoltă sisteme hibride și algoritmi de inteligență computațională.

Descriere scurtă

This volume composes the proceedings of the Second International Conference on Computational Collective Intelligence––Technologies and Applications (ICCCI 2010), which was hosted by National Kaohsiung University of Applied Sciences and Wroclaw University of Technology, and was held in Kaohsiung City on November 10-12, 2010. ICCCI 2010 was technically co-sponsored by Shenzhen Graduate School of Harbin Institute of Technology, the Tainan Chapter of the IEEE Signal Processing Society, the Taiwan Association for Web Intelligence Consortium and the Taiwanese Association for Consumer Electronics. It aimed to bring together researchers, engineers and po- cymakers to discuss the related techniques, to exchange research ideas, and to make friends. ICCCI 2010 focused on the following themes: • Agent Theory and Application • Cognitive Modeling of Agent Systems • Computational Collective Intelligence • Computer Vision • Computational Intelligence • Hybrid Systems • Intelligent Image Processing • Information Hiding • Machine Learning • Social Networks • Web Intelligence and Interaction

Cuprins

Collective Intelligence in Web Systems – Web Systems Analysis.- Neuro-Fuzzy Models in Global HTTP Request Distribution.- Real Anomaly Detection in Telecommunication Multidimensional Data Using Data Mining Techniques.- Time Series Forecasting of Web Performance Data Monitored by MWING Multiagent Distributed System.- Comparison and Analysis of the Eye Pointing Methods and Applications.- Abstraction Relations between Internal and Behavioural Agent Models for Collective Decision Making.- Quick Response System Using Collaborative Filtering on Fashion E-Business.- Intelligent Computing for Data Security.- An Ownership Verification Scheme by Using Image Pinned Field and Genetic Algorithm.- Multiple-Image Multiplexing Encryption Based on Modified Gerchberg-Saxton Algorithm and Phase Modulation in Fractional Fourier Transform Domain.- Optical Image Encryption Based on Joint Fresnel Transform Correlator.- Communication and Trust in the Bounded Confidence Model.- Detection of Image Region-Duplication with Rotation and Scaling Tolerance.- Smart Clustering Techniques.- An Extensible Particles Swarm Optimization for Energy-Effective Cluster Management of Underwater Sensor Networks.- The 3D Display and Analysis of the Pattern of Photolithography.- Geometrically Invariant Image Watermarking Using Scale-Invariant Feature Transform and K-Means Clustering.- DenVOICE: A New Density-Partitioning Clustering Technique Based on Congregation of Dense Voronoi Cells for Non-spherical Patterns.- Semantic Search Results Clustering.- Trend Detection on Thin-Film Solar Cell Technology Using Cluster Analysis and Modified Data Crystallization.- Quality of Semantic Compression in Classification.- Web Service.- Realizes Three-Tier Structure Mail System Based on the Web.- Secure Collaborative CloudDesign for Global USN Services.- Mining on Terms Extraction from Web News.- Inter-cloud Data Integration System Considering Privacy and Cost.- A Semantic Web Approach to Heterogeneous Metadata Integration.- Quantitative Management of Technology (I).- Fuzzy Multi-objective Programming Application for Time-Cost Trade-off of CPM in Project Management.- A Study on Two-Stage Budget Planning by Fuzzy Quantifying Analysis.- Hybrid Support Vector Regression and GA/TS for Radio-Wave Path-Loss Prediction.- Inventory Model with Fractional Brownian Motion Demand.- Note on Inventory Model with a Stochastic Demand.- A GA-Based Support Vector Machine Diagnosis Model for Business Crisis.- Agent System.- A Book-Agent System for Library Marketing.- Adaptive Modelling of Social Decision Making by Agents Integrating Simulated Behaviour and Perception Chains.- Modeling Agent-Based Collaborative Process.- A Three-Dimensional Abstraction Framework to Compare Multi-Agent System Models.- Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System.- Modeling Super Mirroring Functionality in Action Execution, Imagination, Mirroring, and Imitation.- CCI-Based Optimization Models.- Cellular GEP-Induced Classifiers.- Cluster Integration for the Cluster-Based Instance Selection.- Comparative Study of the Differential Evolution and Approximation Algorithms for Computing Optimal Mixed Strategies in Zero-Sum Games.- Ant Colony Decision Trees – A New Method for Constructing Decision Trees Based on Ant Colony Optimization.- A Cross-Entropy Based Population Learning Algorithm for Multi-mode Resource-Constrained Project Scheduling Problem with Minimum and Maximum Time Lags.- Evaluation of Agents Performance within the A-Team SolvingRCPSP/Max Problem.- Synchronous vs. Asynchronous Cooperative Approach to Solving the Vehicle Routing Problem.- Quantitative Management of Technology (II).- Development of an Engineering Knowledge Extraction Framework.- Exploring EFL Taiwanese University Students’ Perceptions of a Collaborative CALL Environment.- Performance Evaluation of Telecommunication Industry between China and Taiwan.- Discuss and Analyze by AHP Techniques the KSF of Managing the NMMBA under the BOT Model.- A DEA Application Model of Production Process for the Chip Resistor Industry.- Enhancing Repair Service Quality of Mobile Phones by the TRIZ Method.- Fuzzy Logic and Its Applications.- Adaptive Learning Approach of Fuzzy Logic Controller with Evolution for Pursuit–Evasion Games.- Comparison of Multispectral Image Processing Techniques to Brain MR Image Classification between Fuzzy C-Mean Method and Geodesic Active Contours of Caselles Level Set Method.- Modeling PVT Properties of Crude Oil Systems Using Type-2 Fuzzy Logic Systems.- An Extensional Signed Fuzzy Measure of Signed Rho-Fuzzy Measure.- Adaptive Fuzzy Neural Network Control for Automatic Landing System.

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