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19th IEEE International Conference on Tools with Artificial Intelligence - Vol.2 (ICTAI 2007)
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Bibliographic References
ASCII Text
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Refworks Procite/RefMan
19th IEEE International Conference on Tools with Artificial Intelligence - Vol.2 (ICTAI 2007)
Paris, France
October 29-October 31
ISBN: 0-7695-3015-X
Table of Contents
Introduction
Message from the General Chairs
(PDF)
pp. xii
ABSTRACT
PDF
Message from the Program Chair
(PDF)
pp. xiii
ABSTRACT
PDF
Conference Committees
(PDF)
pp. xiv
ABSTRACT
PDF
Program Committee
(PDF)
pp. xv
ABSTRACT
PDF
Additional Reviewers
(PDF)
pp. xviii
ABSTRACT
PDF
Session 22: Information Retrieval I
Webpage Genre Identification Using Variable-Length Character n-Grams
(Abstract)
Ioannis Kanaris
Efstathios Stamatatos
pp. 3-10
ABSTRACT
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Document Length Normalization by Statistical Regression
(Abstract)
Sylvain Lamprier
Tassadit Amghar
Bernard Levrat
Fr?d?ric Saubion
pp. 11-18
ABSTRACT
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On Evaluation Methodologies for Text Segmentation Algorithms
(Abstract)
Sylvain Lamprier
Tassadit Amghar
Bernard Levrat
Fr?d?ric Saubion
pp. 19-26
ABSTRACT
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A Music Information Retrieval Approach Based on Power Laws
(Abstract)
Patrick Roos
Bill Manaris
pp. 27-31
ABSTRACT
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Session 23: Information Retrieval II
Versatile RDF Representation for Multimedia Semantic Search
(Abstract)
Dario Bonino
Fulvio Corno
Paolo Pellegrino
pp. 32-38
ABSTRACT
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First Steps towards an Intelligent Catalogue within the Open European Nephrology Science Center?OpEN.SC
(Abstract)
Danilo Schmidt
Gabriela Lindemann
Thomas Schrader
pp. 39-44
ABSTRACT
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Usage of Mined Word Associations for Text Retrieval
(Abstract)
John D. Holt
Soon M. Chung
Yanjun Li
pp. 45-49
ABSTRACT
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A Bayesian Network Model for Information Retrieval from Greek Texts
(Abstract)
Manolis Maragoudakis
pp. 50-54
ABSTRACT
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Session 24: Intelligent Agents I
An Agent-Based System for the Prevention of Earthquake-Induced Disasters
(Abstract)
Takashi Kokawa
Yoshiya Takeuchi
Ryota Sakamoto
Hitoshi Ogawa
Victor V. Kryssanov
pp. 55-62
ABSTRACT
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Rational-Emotional Agent Decision Making Algorithm Design with OWA
(Abstract)
Benjamin Fonooni
pp. 63-66
ABSTRACT
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Application of Reactive Multiagent System to Linear Vehicle Platoon
(Abstract)
Jean-Michel Contet
Franck Gechter
Pablo Gruer
Abderrafiaa Koukam
pp. 67-70
ABSTRACT
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Command Agents with Human-Like Decision Making Strategies
(Abstract)
Masood Raza
Venkat V.S.S. Sastry
pp. 71-74
ABSTRACT
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Session 25: Intelligent Agents II
Discrepancy-Based Method for Hierarchical Distributed Optimization
(Abstract)
Jonathan Gaudreault
Jean-Marc Frayret
Gilles Pesant
pp. 75-81
ABSTRACT
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A Distributed Mechanism for Non-transferable Utility Buyer Coalition Problem
(Abstract)
Chi-Kong Chan
Ho-fung Leung
pp. 82-86
ABSTRACT
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Multi-criteria Decision Making for Local Coordination in Multi-agent Systems
(Abstract)
Matthieu Boussard
Maroua Bouzid
Abdel-Illah Mouaddib
pp. 87-90
ABSTRACT
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Designing Embedded Collective Systems: The DIAMOND Multiagent Method
(Abstract)
Jean-Paul Jamont
Michel Occello
pp. 91-94
ABSTRACT
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Session 26: Intelligent Tutoring and E-Learning Systems
Knowledge Based Mechanisms for Tutoring Systems in Science and Engineering
(Abstract)
Chun-Wai Liew
Joel A. Shapiro
Don E. Smith
pp. 95-102
ABSTRACT
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MASHA-EL: A Multi-Agent System for Supporting Adaptive E-Learning
(Abstract)
Salvatore Garruzzo
Domenico Rosaci
Giuseppe M.L. Sarn?
pp. 103-110
ABSTRACT
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Competency-Based Learning Object Sequencing Using Particle Swarms
(Abstract)
Luis de-Marcos
Carmen Pages
Jos?-Javier Mart?nez
Jos?-Antonio Guti?rrez
pp. 111-116
ABSTRACT
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A Group Formation Tool in an E-Learning Context
(Abstract)
Christos E. Christodoulopoulos
Kyparisia A. Papanikolaou
pp. 117-123
ABSTRACT
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Session 27: Knowledge Discovery I
Exploratory Quantitative Contrast Set Mining: A Discretization Approach
(Abstract)
Mondelle Simeon
Robert J. Hilderman
pp. 124-131
ABSTRACT
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Mining Data with Rare Events: A Case Study
(Abstract)
Chris Seiffert
Taghi M. Khoshgoftaar
Jason Van Hulse
Amri Napolitano
pp. 132-139
ABSTRACT
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Mining Prevalence-Based Ratio Patterns
(Abstract)
Minghua Zhang
Wynne Hsu
Mong Li Lee
pp. 140-147
ABSTRACT
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Incorporating Background Knowledge for Subjective Rule Evaluation
(Abstract)
Samah Jamal Fodeh
Pang-Ning Tan
pp. 148-155
ABSTRACT
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Session 28: Knowledge Discovery II
A Text Mining Model for Hypothesis Generation
(Abstract)
Wei Jin
Rohini K. Srihari
Hung Hay Ho
pp. 156-162
ABSTRACT
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Onto Confounding-Aware Subgroup Discovery
(Abstract)
Martin Atzmueller
Frank Puppe
Hans-Peter Buscher
pp. 163-170
ABSTRACT
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Finding Orientation-Sensitive Patterns in Snapshot Databases
(Abstract)
Minghua Zhang
Wynne Hsu
Mong Li Lee
pp. 171-178
ABSTRACT
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Unsupervised Event Detection in Videos
(Abstract)
Ali Mustafa
Ishwar Sethi
pp. 179-182
ABSTRACT
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Session 29: Knowledge Discovery III
An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams
(Abstract)
Gianluigi Folino
Clara Pizzuti
Giandomenico Spezzano
pp. 183-188
ABSTRACT
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Applying Data Mining to Define TSP Asymptotic Time Complexity
(Abstract)
Paula Cecilia Fritzsche
Dolores Rexachs
Emilio Luque
pp. 189-192
ABSTRACT
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Combining Burst Extraction Method and Sequence-Based SOM for Evaluation of Fracture Dynamics in Solid Oxide Fuel Cell
(Abstract)
Ken-ichi Fukui
Kazuhisa Sato
Junichiro Mizusaki
Kazumi Saito
Masayuki Numao
pp. 193-196
ABSTRACT
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Dragon Toolkit: Incorporating Auto-Learned Semantic Knowledge into Large-Scale Text Retrieval and Mining
(Abstract)
Xiaohua Zhou
Xiaodan Zhang
Xiaohua Hu
pp. 197-201
ABSTRACT
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Session 30: Knowledge Extraction
Establishing Logical Rules from Empirical Data
(Abstract)
John L. Pfaltz
pp. 202-209
ABSTRACT
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A Scalable and Efficient Outlier Detection Strategy for Categorical Data
(Abstract)
Anna Koufakou
Enrique G. Ortiz
Michael Georgiopoulos
Georgios C. Anagnostopoulos
Kenneth M. Reynolds
pp. 210-217
ABSTRACT
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A Methodology for Reader?s Emotional State Extraction to Augment Expressions in Speech Synthesis
(Abstract)
Dimitrios Tsonos
Gerasimos Xydas
Georgios Kouroupetroglou
pp. 218-225
ABSTRACT
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ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
(Abstract)
Yunsong Guo
Bart Selman
pp. 226-22-
ABSTRACT
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Session 31: Knowledge Representation and Reasoning I
Adaptive Lookahead for Answer Set Computation
(Abstract)
Guohua Liu
Jia-Huai You
pp. 230-237
ABSTRACT
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Visual Stratification of Defeasible Logic Rule Bases
(Abstract)
Efstratios Kontopoulos
Nick Bassiliades
Grigoris Antoniou
pp. 238-245
ABSTRACT
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Temporal Conditional Preferences over Sequences of Objects
(Abstract)
Sandra de Amo
Arnaud Giacometti
pp. 246-253
ABSTRACT
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Harnessing Ontologies for Argument-Based Decision-Making in Breast Cancer
(Abstract)
Matt Williams
Anthony Hunter
pp. 254-261
ABSTRACT
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Session 32: Knowledge Representation and Reasoning II?????
A New Model for Belief Representation and Belief Revision Based on Inconsistencies Locality
(Abstract)
Omar Doukari
Eric W?
Robert Jeansoulin
pp. 262-269
ABSTRACT
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A Tool for Portfolio Generation Using an Argumentation Based Decision Making Framework
(Abstract)
Nikolaos Spanoudakis
Konstantina Pendaraki
pp. 270-273
ABSTRACT
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The Ramification Problem in Temporal Databases: Concurrent Execution with Conflicting Constraints
(Abstract)
Nikos Papadakis
Grigoris Antoniou
Dimitris Plexousakis
pp. 274-278
ABSTRACT
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Eikonomia-An Integrated Semantically Aware Tool for Description and Retrieval of Byzantine Art Information
(Abstract)
Konstantinos N. Vavliakis
Andreas L. Symeonidis
Georgios T. Karagiannis
Pericles A. Mitkas
pp. 279-282
ABSTRACT
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Session 33: Machine Learning I
A Novel Model of Working Set Selection for SMO Decomposition Methods
(Abstract)
Zhen-Dong Zhao
Lei Yuan
Yu-Xuan Wang
Forrest Sheng Bao
Shun-Yi Zhang
Yan-Fei Sun
pp. 283-290
ABSTRACT
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Automatic Personalized Spam Filtering through Significant Word Modeling
(Abstract)
Khurum Nazir Junejo
Asim Karim
pp. 291-298
ABSTRACT
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Combating Good Word Attacks on Statistical Spam Filters with Multiple Instance Learning
(Abstract)
Yan Zhou
Zach Jorgensen
Meador Inge
pp. 298-305
ABSTRACT
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Deep Belief Networks for Spam Filtering
(Abstract)
Grigorios Tzortzis
Aristidis Likas
pp. 306-309
ABSTRACT
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Session 34: Machine Learning II
An Empirical Study of Learning from Imbalanced Data Using Random Forest
(Abstract)
Taghi M. Khoshgoftaar
Moiz Golawala
Jason Van Hulse
pp. 310-317
ABSTRACT
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Multi-agent Reinforcement Learning Using Strategies and Voting
(Abstract)
Ioannis Partalas
Ioannis Feneris
Ioannis Vlahavas
pp. 318-324
ABSTRACT
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Using Clustering and Co-5raining to Boost Classification Performance
(Abstract)
Antonia Kyriakopoulou
pp. 325-330
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A Machine Learning Approach to Predict Turning Points for Chaotic Financial Time Series
(Abstract)
Xiuquan Li
Zhidong Deng
pp. 331-335
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Session 35: Machine Learning III
Design of OBF-TS Fuzzy Models Based on Multiple Clustering Validity Criteria
(Abstract)
Jeremias B. Machado
Wagner C. Amaral
Ricardo J.G.B. Campello
pp. 336-339
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Using Reactive Tabu Search in Semi-supervised Classification
(Abstract)
Mahmoud Zennaki
Ahmed Ech-cherif
Jean Charles Lamirel
pp. 340-344
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Abstract Description Refinement Using Incremental Learning and Scene Reconstruction
(Abstract)
Georgios Bardis
Vassilios Golfinopoulos
Georgios Miaoulis
Dimitri Plemenos
pp. 345-348
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Two-Dimensional Logistic Regression
(Abstract)
Woo-han Yun
Do-Hyung Kim
Su-young Chi
Ho-Sub Yoon
pp. 349-353
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Session 36: Machine Learning IV
One-sided Sampling for Learning Taxonomic Relations in the Modern Greek Economic Domain
(Abstract)
Katia Kermanidis
Nikos Fakotakis
pp. 354-361
ABSTRACT
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Local and Global Structures Preserving Projection
(Abstract)
Hao Cheng
Kien A Hua
Khanh Vu
pp. 362-365
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An intelligent Artificial Neural Network evaluation system using Fuzzy Set Hedges: Application in wood industry
(Abstract)
L. S. Iliadis
pp. 366-369
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Segmentation of Greek Text by Dynamic Programming
(Abstract)
Pavlina Fragkou
Vassilios Petridis
pp. 370-373
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Session 37: Neural Networks I
Adaptive Nonmonotone Conjugate Gradient Training Algorithm for Recurrent Neural Networks
(Abstract)
Chun-Cheng Peng
George D. Magoulas
pp. 374-381
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Time Series Prediction Using Robust Radial Basis Function with Two-Stage Learning Rule
(Abstract)
Chien-Cheng Lee
Cheng-Yuan Shih
pp. 382-387
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Conformal Prediction with Neural Networks
(Abstract)
Harris Papadopoulos
Volodya Vovk
Alex Gammermam
pp. 388-395
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A Gridified Artificial Neural Network Resource
(Abstract)
Erich Schikuta
Peter Beran
pp. 396-404
ABSTRACT
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Session 38: Neural Networks II
Solving Resource Management Optimization Problems in Contact Centers with Artificial Neural Networks
(Abstract)
Efstratios F. Georgopoulos
Sotiris M. Giannaropoulos
pp. 405-412
ABSTRACT
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Author Identification of E-mail Messages with OLMAM Trained Feedforward Neural Networks
(Abstract)
Nikolaos Ampazis
Helen Iakovaki
George Dounias
pp. 413-417
ABSTRACT
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Character Recognition Based on Neural Network and Dempster-Shafer Theory
(Abstract)
Bae-Muu Chang
Hung-Hsu Tsai
Pao-Ta Yu
pp. 418-423
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Optimal Recursive Designers? Profile Estimation in Collaborative Declarative Environment
(Abstract)
Nikolaos Doulamis
Georgios Bardis
John Dragonas
George Miaoulis
pp. 424-427
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Session 39: NL Processing and Understanding I
Using the Levenshtein Edit Distance for Automatic Lemmatization: A Case Study for Modern Greek and English
(Abstract)
Dimitrios P. Lyras
Kyriakos N. Sgarbas
Nikolaos D. Fakotakis
pp. 428-435
ABSTRACT
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Word Segmentation Using Domain Knowledge Based on Conditional Random Fields
(Abstract)
Takuya Fukuda
Masataka Izumi
Takao Miura
pp. 436-439
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Using NLP Techniques for Tagging Events in Arabic Text
(Abstract)
Saleem Abuleil
pp. 440-443
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Towards an Automatic Validation of Answers in Question Answering
(Abstract)
Anne-Laure Ligozat
Brigitte Grau
Anne Vilnat
Isabelle Robba
Arnaud Grappy
pp. 444-447
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Session 40: NL Processing and Understanding II
Extraction-Based Single-Document Summarization Using Random Indexing
(Abstract)
Niladri Chatterjee
Shiwali Mohan
pp. 448-455
ABSTRACT
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Constructing VEGGIE: Machine Learning for Context-Sensitive Graph Grammars
(Abstract)
Keven Ates
Kang Zhang
pp. 456-463
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Enriching OWL Ontologies with Linguistic and User-Related Annotations: The ELEON System
(Abstract)
Dimitris Bilidas
Maria Theologou
Vangelis Karkaletsis
pp. 464-467
ABSTRACT
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Natural Language Queries in CBR Systems
(Abstract)
Bel? D?az-Agudo
Juan A. Recio-Garc?
Pedro A. Gonz?lez-Calero
pp. 468-472
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Session 41: Search and Heuristics
Determining the Basis for Performance Variations in CSP Heuristics
(Abstract)
Richard J. Wallace
pp. 473-480
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Approaches to the Subnet Generation Problem
(Abstract)
Cheuk Fun Bede Leung
Olli Kamarainen
Barry Richards
pp. 481-488
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Incremental Move for 2D Strip-Packing
(Abstract)
Bertrand Neveu
Gilles Trombettoni
Ignacio Araya
pp. 489-496
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Consistent Neighborhood for the Satisfiability Problem
(Abstract)
Djamal Habet
Lionel Paris
Bela? Benhamou
pp. 497-501
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Session 42: Speech Processing and Understanding
Detection of Negative Emotional States in Real-World Scenario
(Abstract)
Theodoros Kostoulas
Todor Ganchev
Iosif Mporas
Nikos Fakotakis
pp. 502-509
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Comparative Evaluation of Speech Parameterizations for Speech Recognition
(Abstract)
Iosif Mporas
Todor Ganchev
Mihalis Siafarikas
Theodoros Kostoulas
pp. 510-513
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Wavelet Packet Bases for Speaker Recognition
(Abstract)
Mihalis Siafarikas
Todor Ganchev
Nikos Fakotakis
pp. 514-517
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Segmental Duration Modeling for Greek Speech Synthesis
(Abstract)
Alexandros Lazaridis
Panagiotis Zervas
Georgios Kokkinakis
pp. 518-521
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Session 43: Vision and Video Processing
Multi-modal Interfaces for Interaction-Communication between Hearing and Visually Impaired Individuals: Problems and Issues
(Abstract)
Nikolaos Bourbakis
Anna Esposito
D. Kabraki
pp. 522-530
ABSTRACT
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Eye Synthesis Using the Eye Curve Model
(Abstract)
Lei Xiong
Nanning Zheng
Qubo You
Jianyi Liu
Shaoyi Du
pp. 531-534
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Robust Lane Detection for Video-Based Navigation Systems
(Abstract)
pp. 535-538
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Caption Localization and Detection for News Videos Using Frequency Analysis and Wavelet Features
(Abstract)
Chien-Cheng Lee
Yu-Chun Chiang
Cheng-Yuan Shih
Hau-Ming Huang
pp. 539
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Author Index
Author Index
(PDF)
pp. 543
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