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1.

図書

図書
[sponsored by IEEE Computer Society ; co-sponsored by Information Technology Research Institute, Wright State University, the Hong Kong University of Science and Technology ; edited by Andrew Lim]
出版情報: Los Alamitos, Calif. ; Tokyo : IEEE Computer Society, c2005  xv, 718 p. ; 28 cm
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2.

図書

図書
[sponsored by IEEE Computer Society ; co-sponsored by Information Technology Research Institute, Wright State University, Florida Atlantic University ; edited by Taghi M. Khoshgoftaar]
出版情報: Los Alamitos, Calif. ; Tokyo : IEEE Computer Society, c2004  xvii, 789 p. ; 28 cm.
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目次情報: 続きを見る
Message from the General Chair
Message from the Program Chair
Organizing Committee
Program Committee
Keynote Speeches
Knowledge Discovery in Multiple Databases / Xindong Wu
Machine Learning for Personalized Wireless Portals / Michael J. Pazzani
Detecting and Mitigating Security Anomaliies / Mladen Vouk
Data Mining - I / Session 1:
Mining Confident Minimal Rules with Fixed-Consequents / I. Rahal ; D. Ren ; W. Wu ; W. Perrizo
Flow Miner: Finding Flow Patterns in Spatio-Temporal Databases / J. Wang ; W. Hsu ; M. Lee
A Vertical Outlier Detection Algorithm with Clusters as By-Product
Identifying Variable-Length Meaningful Phrases with Correlation Functions / H.-R. Kim ; P. Chan
Optimization - I / Session 2:
Optimization of Bounds in Temporal Flexible Planning with Dynamic Controllability / B. Wah ; D. Xin
Empirical Evaluation of Optimized Stacking Configurations / A. Ledezma ; R. Aler ; A. Sanchis ; D. Borrajo
MetaIP - A New Approach to Combinatorial Optimization: Case Studies / Y. Li ; A. Lim
Reactive Prohibition-Based Ant Colony Optimization (RPACO): A New Parallel Architecture for Constrained Clique Sub-Graphs / S. Youssef ; D. Elliman
SAT/Search Algorithms - I / Session 3:
Using Directed Acyclic Graphs to Coordinate Propagation and Search for Numerical Constraint Satisfaction Problems / X.-H. Vu ; H. Schichl ; D. Sam-Haroud
SAT Based BDD Solver for Quantified Boolean Formulas / G. Audemard ; L. Sais
Practically Handling Some Configuration Isomorphisms / L. Henocque ; N. Prcovic
Scalable Distributed Depth-First Search with Greedy Work Stealing / J. Jaffar ; A. Santosa ; R. Yap ; K. Zhu
Machine Learning - I / Session 4:
A Coverage Based Ensemble Algorithm (CBEA) for Streaming Data / J. Rushing ; S. Graves ; E. Criswell ; A. Lin
Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry / A. Kalousis ; J. Prados ; J.-C. Sanchez ; L. Allard ; M. Hilario
Comparative Analysis of Two Associative Memory Neural Networks / A. Cronin ; O. McEnery ; T. Kechadi ; F. Geiselbrechtinger
An Empirical Evaluation of Interval Estimation for Markov Decision Processes / A. Strehl ; M. Littman
Data Mining - II / Session 5:
Towards Real-Time Obstacle Detection Using a Hierarchical Decomposition Methodology for Stereo Matching with a Genetic Algorithm / Y. Ruichek ; H. Issa ; J. Postaire ; J. Burie
Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool / S. Yahia ; E. Nguifo
A Scalable Algorithm for Mining Maximal Frequent Sequences Using Sampling / C. Luo ; S. Chung
Cultural Algorithms: Modeling of How Cultures Learn to Solve Problems / R. Reynolds ; B. Peng
Software Engineering with Computational Intelligence / Session 6:
Automated Test Data Generation Using MEA-Graph Planning / M. Gupta ; F. Bastani ; L. Khan ; I.-L. Yen
Semi-Supervised Learning for Software Quality Estimation / N. Seliya ; T. Khoshgoftaar ; S. Zhong
Extract Rules from Software Quality Prediction Model Based on Neural Network / Q. Wang ; J. Zhu ; B. Yu
Using Fuzzy Theory for Effort Estimation of Object-Oriented Software / M. Braz ; S. Vergilio
Human Perception of Software Complexity: Knowledge Discovery from Software Data / M. Reformat ; P. Musiek ; V. Wu ; N. Pizzi
Information Retrieval - I / Session 7:
Giving Temporal Order to News Corpus / H. Uejima ; T. Miura ; I. Shioya
An Information Retrieval System for the Analysis of Systematic Defects in VLSI / D. DeMaris ; D. Maynard ; B. Reuter
CoIRS: Cluster-Oriented Image Retrieval System / H. Lotfy ; A. Elmaghraby
SAT/Search Algorithms - II / Session 8:
A Time-Space Trade-Off for Constraint Networks Decomposition / P. Jegou ; C. Terrioux
Encoding Partial Constraint Satisfaction in the Semiring-Based Framework for Soft Constraints / S. Bistarelli ; E. Freuder ; B. O'Sullivan
Hidden Structure in Unsatisfiable Random 3-SAT: An Empirical Study / I. Lynce ; J. Marques-Silva
Constraint Satisfaction Problems: Backtrack Search Revisited / A. Chmeiss
Machine Learning - II / Session 9:
YaDT: Yet another Decision Tree Builder / S. Ruggieri
Reduced Ensemble Size Stacking / N. Rooney ; D. Patterson ; C. Nugent
An Extended Kernel for Generalized Multiple-Instance Learning / Q. Tao ; S. Scott ; N. Vinodchandran ; T. Takeo ; B. Mueller
Data Driven Automatic Model Selection and Parameter Adaptation - A Case Study for Septic Shock / R. Brause
Planning & Scheduling / Session 10:
A Prioritized-Based Approach to Handling Conflicts in Access Control / S. Benferhat ; R. El Baida
VAL: Automatic Plan Validation, Continuous Effects and Mixed Initiative Planning Using PDDL / R. Howey ; D. Long ; M. Fox
Solving the Selecting and Scheduling Satellite Photographs Problem with a Consistent Neighborhood Heuristic / D. Habet ; M. Vasquez
Focussed Propagation of MDPs for Path Planning / D. Ferguson ; A. Stentz
Intelligent Image Analysis - I / Session 11:
Automatic Heliothis Zea Classification Using Image Analysis / T. Patten ; W. Li ; G. Bebis ; M. Freeman
A Stochastic Optimization Scheme for Automatic Registration of Aerial Images / S. Makrogiannis ; N. Bourbakis ; S. Borek
Efficient Image Segmentation by Mean Shift Clustering and MDL-Guided Region Merging / Q. Luo
Motion Analysis with Application to Assistive Vision Technology
Data Mining - III / Session 12:
A Hybrid Approach for Mining Maixmal Hyperclique Patterns / Y. Huang ; H. Xiong ; Z. Zhang
Mining Decision Rules from Deterministic Finite Automata / F. Jacquenet ; M. Sebban ; G. Valetudie
Systematic Assessment of High-Throughput Experimental Data for Reliable Protein Interactions Using Network Topology / J. Chen ; S.-K. Ng
Noise Identification with the k-Means Algorithm / W. Tang
Evolutionary Computation / Session 13:
Analysing the Effects of Combining Fitness Scaling and Inversion in Genetic Algorithms / S. Hill ; J. Newell ; C. O'Riordan
GP-Lab: The Genetic Programming Laboratory / W. Glaholt ; D. Zhang
Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns / M. Kaya ; R. Alhajj
Visualization Tool for a Terrain-Based Genetic Algorithm / V. Gordon ; J. Thein
Agent-Based Systems / Session 14:
Multi-Agent Opportunistic Planning and Plan Execution / J. Lawton ; C. Domshlak
An Adaptive Strategy for Trust/Honesty Model in Multi-Agent Semi-Competitive Environments / K.-m. Lam ; H.-f. Leung
A Swarm Approach for Emission Sources Localization / X. Cui ; C. Hardin ; R. Ragade
A Reactive Multi-Agent System for Localisation and Tracking in Mobile Robotics / F. Gechter ; V. Chevrier ; F. Charpillet
Improving Coordination with Communication in Multi-Agent Reinforcement Learning / D. Szer
Knowledge Representation and Management - I / Session 15:
Theory and Semantic Refinement of Bridge Ontology Based on Multi-Ontologies / B. Xu ; P. Wang ; J. Lu ; D. Kang
A Logic-Based Approach for Query Refinement in Ontology-based Information Retrieval Systems / N. Stojanovic ; L. Stojanovic
Combining Multiple Inclusion Representations in Numerical Constraint Propagation / B. Faltings
Consistency of Test Cases in Validation of Bayesian Knowledge-Bases / E. Santos Jr. ; H. Dinh
Intelligent Image Analysis - II / Session 16:
Image Chromatic Adaptation Using ANNs for Skin Color Adaptation / P. Kakumanu ; R. Bryll ; S. Panchanathan
Illumination Invariant Face Recognition Based on Neural Network Ensemble / W.-J. Li ; C.-J. Wang ; D.-X. Xu ; S.-F. Chen
Image Texture Representation and Retrieval Based on Power Spectral Histograms / C.-j. Wang ; Y.-b. Yang ; W.-j. Li
SAT/Search Algorithms - III / Session 17:
Nonchronological Backtracking in Stochastic Boolean Satisfiability / S. Majercik
N-to-2-Space Mapping for Visualization of Search Algorithm Performance / M. Kadluczka ; P. Nelson ; T. Tirpak
Meta-Heuristics for Robust Graph Coloring Problem / F. Wang
Adapting the Large Neighborhood Search to Effectively Solve Pickup and Delivery Problems with Time Windows / V. Tam ; M. Kwan
Information Retrieval - II / Session 18:
Path-Augmented Keyword Search for XML Documents / X. Wu
An Approach for Ontology-Enhanced Query Refinement in Information Portals
A Hybrid Approach to Concept Extraction and Recognition-Based Matching in the Domain of Human Resources / D. Crow ; J. DeSanto
SAT/Search Algorithms - IV / Session 19:
Guiding Real-World SAT Solving with Dynamic Hypergraph Separator Decomposition / P. van Beek
Backjump-Based Techniques versus Conflict-Directed Heuristics / C. Lecoutre ; F. Boussemart ; F. Hemery
Another SAT to CSP Conversion / O. Roussel
Toward Good Elimination Orders for Symbolic SAT Solving / J. Huang ; A. Darwiche
Unsupervised and Semi-Supervised Learning - I / Session 20:
Determining the Number of Clusters/Segments in Hierarchical Clustering/Segmentation Algorithms / S. Salvador
Efficient Learning of Hierarchical Latent Class Models / N. Zhang ; T. Kocka
Democratic Co-Learning / Y. Zhou ; S. Goldman
Knowledge Representation & Management - II / Session 21:
Exploring the Relationship between Knowledge and Algorithm Performance in Discrete Optimization / X. Zhong ; R. McCartney
Quartet Based Phylogeny Reconstruction with Answer Set Programming / G. Wu ; G. Lin ; J.-H. You
Ontology Based Object Learning and Recognition: Application to Image Retrieval / N. Maillot ; M. Thonnat ; C. Hudelot
Machine Learning - III / Session 22:
Mode Committee: A Novel Ensemble Method by Clustering and Local Learning / Z. Xie
An Improved Hidden Markov Model for Transmembrane Topology Prediction / R. Kahsay ; L. Liao ; G. Gao
Learning Multi-Time Delay Gene Network Using Bayesian Network Framework / T.-F. Liu ; W.-K. Sung ; A. Mittal
Boosting Constraint Satisfaction Using Decision Trees / A. Ferguson
A Factor Tree Inference Algorithm for Bayesian Networks and Its Application / W. Liao ; W. Zhang ; Q. Ji
Unsupervised and Semi-Supervised Learning - II / Session 23:
XML Clustering by Principal Component Analysis / J. Liu ; K. Herbert
An Effective Support Vector Machines (SVMs) Performance Using Hierarchical Clustering / M. Awad ; I-L. Yen
Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design / S. Venkataraman ; D. Metaxes ; D. Fradkin ; C. Kulikowski ; I. Muchnik
An Efficient Density Based Clustering Algorithm for Large Databases / Y. El-Sonbaty ; M. Ismail ; M. Farouk
SAT/Search Algorithms - V / Session 24:
Domain Specific Searches Using Conceptual Spectra / D. Bonino ; F. Corno ; L. Farinetti
K-Group A* for Multiple Sequence Alignment with Quasi-Natural Gap Costs / R. Zhou ; E. Hansen
A Framework for Guided Complete Search for Solving Constraint Satisfaction Problems and Some of Its Instances / S. Fung ; D. Zheng ; J. Lee ; H. Chun
A Smoothed Dynamic Tabu Search Embedded GRASP for m-VRPTW
Machine Learning - IV / Session 25:
Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models / S. Altmueller ; R. Haralick
CORMS AI: Continuous Operational Real-Time Monitoring System / H. Vafaie ; C. Cecere
Data Acquisition with Active and Impact-Sensitive Instance Selection / X. Zhu
Towards Understanding the Role of Learning Models in the Dynamics of the Minority Game / R. Araujo ; L. Lamb
Optimization - II / Session 26:
Solving Conditional and Composite Temporal Constraints / M. Mouhoub ; A. Sukpan
Integration of Lower Bound Estimates in Pseudo-Boolean Optimization / V. Manquinho
Integrating Artificial Intelligence, Argumentation and Game Theory to Develop an Online Dispute Resolution Environment / E. Bellucci ; A. Lodder ; J. Zeleznikow
Poster / Session 27:
A Defeasible Logic Programming System for the Web / G. Antoniou ; A. Bikakis ; G. Wagner
A Study of Selective Neighborhood-Based Naive Bayes for Efficient Lazy Learning / Q. Zhang
Exploiting Systemic Biological Modeling for Trigger Based Adaptation in Networked Intelligent Multi-Agent Systems / A. Bansal
Events Extraction and Classification for Arabic Information Retrieval Systems / S. Abuleil ; M. Evens
Textured Image Retrieval by the Modal Analysis of Quantized Spectral Point Patterns / C. Barcelos ; M. Ferreira ; M. Rodrigues
Supervised Clustering - Algorithms and Benefits / C. Eick ; N. Zeidat ; Z. Zhao
On Data Clustering with a Flock of Artificial Agents / F. Picarougne ; H. Azzag ; G. Venturini ; C. Guinot
A Dynamic Reasoning Architecture for Computer Network Management / S. Gaglio ; L. Gatani ; G. Lo Presti ; G. Lo Re ; A. Urso
Modeling, Analysis and Visualization of Uncertainty in the Battlespace / B. McQueary ; L. Krause ; H. Wang ; Q. Zhao
A Deterministic Method for Initializing K-Means Clustering / T. Su ; J. Dy
Author Index
Message from the General Chair
Message from the Program Chair
Organizing Committee
3.

図書

図書
edited by Xindong Wu ... [et al.] ; sponsored by IEEE Computer Society
出版情報: Los Alamitos, Calif. : IEEE Computer Society Press, c1997  xi, 207 p. ; 28 cm
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4.

図書

図書
sponsored by: IEEE Computer Society
出版情報: Los Alamitos ; Tokyo : IEEE Computer Society Press, c1990  xxi, 895 p. ; 28 cm
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