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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
sponsored by IEEE Computer Society Technical Committee on Multimedia Computing [and] the Information Technology Research Institute (ITRI), Wright State University, Dayton, Ohio : in cooperation with IEEE Computer Society Technical Committee on Data Engineering
出版情報: Los Alamitos, CA : IEEE Computer Society, 1998  ix, 198 p. ; 28 cm
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4.

図書

図書
sponsored by IEEE Computer Society ; in cooperation with The Information Technology Research Institute, Wright State University
出版情報: Los Alamitos, Calif. : IEEE Computer Society, c2002  xx, 548 p. ; 28 cm
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目次情報: 続きを見る
Message from the Program Chair
Organizing Committee
Program Committee
Reviewers
Conference Schedule
Keynote Speeches
New Areas of Applied Artificial Intelligence Research / Jeffrey J. P. TsaiKeynote Speech I:
Data Mining for Counter-Terrorism / Bhavani ThuraisinghamKeynote Speech II:
To be announced / Keynote Speech III:
Design of Interdisciplinary Systems/Services / Hiroshi YamaguchiKeynote Speech IV:
Machine Learning I / Session 1-A:
About Adaptive State Knowledge Extraction for Septic Shock Mortality Prediction / R. W. Brause
Updating a Hybrid Rule Base with New Empirical Source Knowledge / J. Prentzas ; I. Hatzilygeroudis ; A. Tsakalidis
Data Sniffing--Monitoring of Machine Learning for Online Adaptive Systems / Y. Liu ; T. Menzies ; B. Cukic
Machine Learning and Software Engineering / D. Zhang ; J. J. P. Tsai
Data Mining and Knowledge Discovery I / Session 1-B:
Data Mining Using Cultural Algorithms and Regional Schemata / X. Jin ; R. G. Reynolds
Data Mining for Selective Visualization of Large Spatial Datasets / S. Shekhar ; C.-T. Lu ; P. Zhang ; R. Liu
Mining Association Rules in Text Databases Using Multipass with Inverted Hashing and Pruning / J. D. Holt ; S. M. Chung
A Tool for Extracting XML Association Rules / D. Braga ; A. Campi ; S. Ceri ; M. Klemettinen ; P. L. Lanzi
Constraint Satisfaction / Session 1-C:
Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization / Y. Chen ; B. W. Wah
On Temporal Planning as CSP / A. D. Mali
Actions with Duration and Constraints: The Ramification Problem in Temporal Databases / N. Papadakis ; D. Plexousakis
A Lazy Divide and Conquer Approach to Constraint Solving / S. Anand ; W.-N. Chin ; S.-C. Khoo
Intelligent Information Retrieval / Session 2-A:
Context Query in Information Retrieval / C.-H. Chi ; C. Ding ; K.-Y. Lam
EasyTransport: An Effective Navigation and Transportation Guide for Wide Geographic Areas / M. Fragouli ; A. Delis
Ontologies for Knowledge Representation in a Computer-Based Patient Record / E. Bayegan ; O. Nytro ; A. Grimsmo
Ontology Construction for Information Selection / L. Khan ; F. Luo
Planning and Scheduling I / Session 2-B:
Application of AI Planning Techniques to Automated Code Synthesis and Testing / I.-L. Yen ; F. B. Bastani ; F. Mohamed ; H. Ma ; J. Linn
Distributed Graphplan / M. Iwen
Crane Scheduling Using Tabu Search / A. Lim ; B. Rodrigues ; F. Xiao ; Y. Zhu
An Intelligent Brokering System to Support Multi-Agent Web-Based 4th-Party Logistics / H. C. Lau ; Y. G. Goh
Intelligent Real-Time Systems / Session 2-C:
A TMO Based Approach to Structuring Real-Time Agents / K. H. Kim
Selection Process of Intelligent Decision Support Tool for a Real-Time Monitoring System / H. Vafaie ; M. Shaughnessy ; T. Bethem ; J. Burton
Diagnosis of Component Failures in the Space Shuttle Main Engines Using Bayesian Belief Networks: A Feasibility Study / E. Liu
Dynamic Refinement of Classification Rules / K. K. Manchi ; X. Wu
Planning and Scheduling II / Session 3-A:
DSatz: A Directional SAT Solver for Planning
Maintenance Scheduling of Oil Storage Tanks Using Tabu-Based Genetic Algorithm / S.-T. Li ; C.-K. Ting ; C. Lee ; S.-C. Chen
Transportation Modeling: An Artificial Life Approach / P. Lucic ; D. Teodorovic
Adjusted Network Flow for the Shelf-Space Allocation Problem / X. Zhang
Machine Learning II / Session 3-B:
Error-Based Pruning of Decision Trees Grown on Very Large Data Sets Can Work! / L. O. Hall ; R. Collins ; K. W. Bowyer ; R. Banfield
Improving the Orthogonal Range Search k-Windows Algorithm / P. Alevizos ; B. Boutsinas ; D. Tasoulis ; M. N. Vrahatis
Machine Learning for Software Engineering: Case Studies in Software Reuse / J. S. Di Stefano
Protein Secondary Structure Prediction with Bayesian Learning Method / P.-L. Wang
Logic and Reasoning / Session 3-C:
Software Measurement Data Analysis Using Memory-Based Reasoning / R. A. Paul ; V. U. B. Challagula
Object-Based Representation and Classification of Spatial Structures and Relations / F. Le Ber ; A. Napoli
Automatic Analysis of Composite Solvers / E. Petrov ; E. Monfroy
A Tool for Belief Updating over Time in Bayesian Networks / J. Yang ; C. K. Mohan ; K. G. Mehrotra ; P. K. Varshney
Natural Language Processing / Session 4-A:
Combining Finite State Automata and a Greedy Learning Algorithm to Determine the Syntactic Roles of Commas / S. van Delden ; F. Gomez
Automated Diagnosis of Non-Native English Speaker's Natural Language / R. Fox ; M. Bowden
Logic Grammars for Diagnosis and Repair / H. Christiansen ; V. Dahl
Reasoning on Aspectual-Temporal Information in French within Conceptual Graphs / T. Amghar ; D. Battistelli ; T. Charnois
Multimedia and Image Processing / Session 4-B:
Word Endpoint Correction Techniques for a Text-to-Multimedia Composition System / K. Turkowski ; B. Hamidzadeh ; R. Ward
Projecting Our Presence in Space and in Time / D. E. Cooke
A Clustering Based Approach to Efficient Image Retrieval / R. Zhang ; Z. Zhang
Active Tracking and Cloning of Facial Expressions Using Spatio-Temporal Information / L. Yin ; A. Basu ; M. T. Yourst
Detecting Similarities and Differences in Images Using the PFF and LGG Approaches / N. Bourbakis
Data Mining and Knowledge Discovery II / Session 4-C:
Software Quality Classification Modeling Using the SPRINT Decision Tree Algorithm / T. M. Khoshgoftaar ; N. Seliya
TimeSleuth: A Tool for Discovering Causal and Temporal Rules / K. Karimi ; H. J. Hamilton
Mining Characteristic Rules for Understanding Simulation Data / J. Zhang ; J. Bala ; P. S. Barry ; T. E. Meyer ; S. K. Johnson
A Framework for Adaptive Mail Classification / G. Manco ; E. Masciari ; A. Tagarelli
Panel Session AI Directions
Internet Software / Session 5-A:
Building Secure Survivable Semantic Webs / B. Thuraisingham
Automatic Repairing of Web Wrappers by Combining Redundant Views / B. Chidlovskii
NeuroWeb: An Internet-Based Neural Network Simulator / E. Schikuta
An Agent-Based Approach to Inference Prevention in Distributed Database Systems / J. Tracy ; L. W. Chang ; I. S. Moskowitz
Planning and Scheduling III / Session 5-B:
Interactive Verification of Game Design and Playing Strategies / D. Kalles ; E. Ntoutsi
Metric Estimation via a Fuzzy Grade-of-Membership Model Applied to Analysis of Business Opportunities / B. G. Talbot ; B. B. Whitehead ; L. M. Talbot
Local Search Algorithm to Improve the Local Search / M. Tounsi ; P. David
Multi-Agents / Session 5-C:
The Semantics of Proactive Communication Acts among Team-Based Agents / J. Yen ; X. Fan
Agent Warehouse: A New Paradigm for Mobile Agent Deployment / J. Sim
Cooperative Co-Learning: A Model-Based Approach for Solving Multi Agent Reinforcement Problems / B. Scherrer ; F. Charpillet
Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities / M. Kaya ; R. Alhajj
Neural Network and Applications / Session 6-A:
Hiding a Logo Watermark into the Multiwavelet Domain Using Neural Networks / N. Wang ; F. Xiong
Function Approximation Using Robust Wavelet Neural Networks
A Neural-Network Approach to Modeling and Analysis / C.-Y. Chen ; C.-W. Chen ; W.-L. Chiang ; J.-D. Hwang
A Trace-Scaling Agent for Parallel Application Tracing / F. Freitag ; J. Caubet ; J. Labarta
A Neural Network-Based Image Segmentation Tool for Color Images / D. Goldman ; M. Yang
Software Engineering and Knowledge Sharing / Session 6-B:
Study for Fusion of Different Sources to Determine Relevance
A Genetic Testing Framework for Digital Integrated Circuits / X. Yu ; A. Fin ; F. Fummi ; E. M. Rudnick
EER-ConcepTool: A "Reasonable" Environment for Schema and Ontology Sharing / H. Meisel ; E. Compatangelo
Fusing Cooperative Technical-Specification Knowledge Components / E. Gregoire
Evolution and Evaluation of Software Quality Models / C. V. Ramamoorthy
Author Index
Message from the Program Chair
Organizing Committee
Program Committee
5.

図書

図書
sponsored by IEEE Computer Society ; in cooperation with the Information Technology Research Institute Wright at State University and the IEEE Neural Networks Society
出版情報: Los Alamitos, California : IEEE Computer Society, c2003  xii, 442 p. ; 28 cm
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Message from the General Chair
BIBE 2003 Program Committee
Protein Structures and Pathways / Bioinfo-1:
A Computational Pipeline for Protein Structure Prediction and Analysis at Genome Scale / M. Shah ; S. Passovets ; D. Kim ; K. Ellrott ; L. Wang ; I. Vokler ; P. LoCascio ; D. Xu ; Y. Xu
A Fast Algorithm for RNA Secondary Structure Prediction Including Pseudoknots / F. Tahi ; S. Engelen ; M. Regnier
Towards Automated Derivation of Biological Pathways Using High-Throughput Biological Data / Y. Chen ; T. Joshi
Prediction of Contact Maps Using Support Vector Machines / Y. Zhao ; G. Karypis
Biomedical Data Engineering / Bioeng-1:
Performance Comparison of Generalized PSSM in Signal Peptide Cleavage Site and Disulfide Bond Recognition / P. Clote
Analysis of Atlantic Salmon Skin Mucus: COPS--A Computer-Based System for Protein Pattern Analysis of 1D SDS-PAGE Gels / R. Eibrand ; P. Kennedy ; D. Cotter ; U. MacEvilly ; B. Wu
An Open Multiple Instance Learning Framework and Its Application in Drug Activity Prediction Problems / X. Huang ; S.-C. Chen ; M.-L. Shyu
Analysis of Spontaneous Activity in Cultured Brain Tissue Using the Discrete Wavelet Transform / J. D. Johnson ; D. Plenz ; J. Beggs ; W. Li ; M. Mieier ; N. Miltner ; K. Owen
Phylogenetic Tress / Bioinfo-2:
An Empirical Comparison of Tools for Phylogenetic Footprinting / M. Blanchette ; S. Kwong ; M. Tompa
An Investigation of Phylogenetic Likelihood Methods / T. L. Williams ; B. M. E. Moret
Nodal Distance Algorithm: Calculating a Phylogenetic Tree Comparison Metric / J. Bluis ; D.-G. Shin
A Collapsing Method for the Efficient Recovery of Optimal Edges in Phylogenetic Trees / M. Hu ; P. Kearney ; J. Badger
Medical Image Processing I / Bioeng-2:
Comparison of Bicubic and Bezier Polynomials for Surface Parameterization in Volumetric Images / F. Quek ; V. Kulkarni ; C. Kirbas
Evolving Bubbles for Prostate Surface Detection from TRUS Images / F. Shao ; L. V. Ling ; W. S. Ng
Structure-Trageting Fast Magnetic Resonance Imaging Angiography with Partial Collection of the Inverse Space (k-Space) Based on the Orientation of the Vessel in Real Space / D. Gui ; N. V. Tsekos
Respiratory Gating for MRI and MRS in Rodents (Short Paper) / J. R. Garbow ; J. P. Dugas ; M. S. Conradi
Bio-Databases I / Bioinfo-3:
A Novel Laboratory Version Management System for Tracking Complex Biological Experiments / W. M. Shui ; N. Lam ; R. K. Wong
Requirements of Phylogenetic Databases / L. Nakhleh ; D. Miranker ; F. Barbancon ; W. H. Piel ; M. Donoghue
Filtration of String Proximity Search via Transformation / S. A. Aghili ; D. Agrawal ; A. El Abbabi
GenoMosaic: On-Demand Multiple Genome Comparison and Comparative Annotation / C. Gibas ; D. Sturgill ; J. Weller
Biomedical Imaging, Signaling, and Computation / Bioeng-3:
Automatic Detection of Premature Ventricular Contraction Using Quantum Neural Networks / J. Zhou
Vessel Extraction in Medical Images by 3D Wave Propagation and Traceback / F. K. H. Quek
A New Approach to Detect Similar Proteins from 2D Gel Electrophoresis Images / N. Khan ; S. Rahman
A Robotic Device for Minimally Invasive Breast Interventions with Real-Time MRI Guidance / B. T. Larson ; A. G. Erdman
Sequences and Searching / Bioinfo-4:
An Algorithm to Reconstruct a Target DNA Sequence from Its Spectrum Connected at a Given Level / F.-X. Wu ; W.-J. Zhang ; A. J. Kusalik
A Model of Random Sequences for de novo Peptide Sequencing / K. D. Jarman ; W. R. Cannon ; K. H. Jarman ; A. Heredia-Langner
Performance Comparison of Algorithms for Finding Transcription Factor Binding Sites / S. Sinha
Medical Image Processing II / Bioeng-4:
Determining the Asymmetries of Skin Lesions with Fuzzy Borders / V. T. Y. Ng ; T. Lee ; B. Y. M. Fung
Unsupervised Iterative Segmentation and Recognition of Anatomic Structures in Medical Imagery Using Second-Order B-Spline Descriptors and Geometric Quasi-Invariants / T. A. El Doker
Vessel Extraction Techniques and Algorithms: A Survey
Prostate Gland and Extra-Capsular Tissue 3D Reconstruction and Measurement (Short Paper) / F. McKenzie ; R. Hussein ; J. Seevinck ; P. Schellhammer ; J. Diaz
Bio-Databases II / Bioinfo-5:
Empirical Evaluation of Ensemble Feature Subset Selection Methods for Learning from a High-Dimensional Database in Drug Design (Short Paper) / H. Mamitsuka
Streamlining Biological Data Analysis Using BioFlow (Short Paper) / Z. Guan ; H. M. Jamil
BioSeek: Exploiting Source-Capability Information for Integrated Access to Multiple Bioinformatics Data Sources (Short Paper) / L. Liu ; D. Buttler ; T. Critchlow ; W. Han ; H. Paques ; C. Pu ; D. Rocco
Biological Systems and Models / Bioeng-5:
A Computational Model of the Role of Deficit-Related Drives in Sequential Movement Learning in a T-Maze Environment (Abstract)
A Biological Mapping of a Learned Avoidance Behavior Model to the Basal Ganglia (Short Paper) / K. M. Biddell ; J. Li
Influence of the Thermal Treatment Applied to PAN Gel on Its Length Change and Generated Force (Short Paper) / H. Tamagawa ; F. Nogata ; T. Watanabe ; A. Abe ; S. Popovic
Panel
Bioinformatics and Biotechnology Research Issues
Gene Expressions / Bioinfo-6:
Analyzing the Escherichia coli Gene Expression Data by a Multilayer Adjusted Tree Organizing Map / N. Wei ; L. Gruenwald ; T. Conway
A Data Mining Method to Predict Transcriptional Regulatory Sites Based on Differentially Expressed Genes in Human Genome / H. Huang ; H. Chang ; T. Tsou ; B. Liu ; C.-Y. Kao ; J. Horng
Time Series Analysis of Gene Expression and Location Data / C.-H. Yeang ; T. Jaakkola
Regulating Gene Expression Using Optimal Control Theory / Y. Liu ; H. B. Sun ; H. Yokota
Clustering Algorithms and Molecular Structures / Bioinfo-7:
Enhanced Biclustering on Expression Data / J. Yang ; H. Wang ; W. Wang ; P. Yu
Hierarchical Clustering of Gene Expression Data / F. Luo ; K. Tang ; L. Khan
MotifMiner: A General Toolkit for Efficiently Identifying Common Substructures in Molecules / M. Coatney ; S. Parthasarathy
Augmenting SSEs with Structural Properties for Rapid Protein Structure Comparison / C.-H. Chionh ; Z. Huang ; K.-L. Tan ; Z. Yao
Bio-Databases III / Bioinfo-8:
Load Balancing: A Case Study of a Pharmaceutical Drug Candidate Database / Z. Ben Miled ; S. Li ; J. Martin ; C. Balagoplakrishna ; O. Bukhres ; R. J. Oppelt
Effective Indexing and Filtering for Similarity Search in Large Biosequence Databases / O. Ozturk ; H. Ferhatosmanoglu
Application of XML Schema and Active Rules System in Management and Integration of Heterogeneous Biological Data
An Assessment of a Metric Space Database Index to Support Sequence Homology / R. Mao ; W. Xu ; N. Singh ; D. P. Miranker
Clustering Algorithms / Bioinfo-9:
Detecting Experimental Noises in Protein-Protein Interactions with Iterative Sampling and Model-Based Clustering
DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Data / D. Jiang ; J. Pei ; A. Zhang
Determination of the Minimum Sample Size in Microarray Experiments to Cluster Genes Using K-Means Clustering
A Repulsive Clustering Algorithm for Gene Expression Data (Short Paper) / C.-S. Cheng ; S.-S. Wang
Prediction, Simulation and Mining Models / Bioinfo-10:
Combining Few Neural Networks for Effective Secondary Structure Prediction / K. S. Guimaraes ; J. C. B. Melo ; G. D. C. Cavalcanti
Uses of Multiagents Systems for Simulation of MAPK Pathway (Short Paper) / G. Querrec ; V. Rodin ; J. F. Abgrall ; S. Kerdelo ; J. Tisseau
A Framework for Cancer-Related Genes Mining over the Internet / J. J. P. Tsai ; J. G. Chang ; S. H. Shih ; R. M. Chen ; H. W. Hsiao ; R. M. Hu ; S. N. Chen ; M. M. Lee ; F. M. Liu ; W. L. Chan
Predictive Model for Yeast Protein Functions Using Modular Neural Approach (Short Paper) / D. Hwang ; F. Fotouhi ; R. L. Filey, Jr. ; W. I. Grosky
Author Index
Message from the General Chair
BIBE 2003 Program Committee
Protein Structures and Pathways / Bioinfo-1:
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