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Welcome |
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Keynote Speech : Models and Methods for Discovering Automatable Activity
Segments in a ServiceˇVOriented Environment Prof. C.V.
Ramamoorthy, |
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Coffee Break |
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Presentations |
Session
1 : Evolutionary Computing and Genetic
Algorithms
Session Chair : Richard
Wallace, |
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Adaptive Call
Admission Control Based on Enhanced Genetic Algorithm in Wireless/Mobile
Network Authors: Sheng Ling Wang, Yi Bin Hou, Jian Hui Huang and Zhang Qin Huang |
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A (mu +
lambda)-GP Algorithm and its use for Regression Problems Authors: Eduardo Oliveira Costa and Aurora Pozo |
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A New Hybrid
GA-MDP Algorithm For The Frequency Assignment Problem Authors: Lhassane Idoumghar and René Schott |
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Using Correlation
to Improve Boosting Technique: An Application for Time Series Forecasting Authors: Luzia Vidal Souza, Aurora T. Ramirez Pozo and Anselmo
Chaves Neto |
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Presentations |
Session
2 : AI in
Systems
Session Chair : Farokh B. Bastani, |
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Software
Engineering Expert System for Global Development Authors: Dick
B. Simmons and Norman K. Ma |
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A Unified Framework for Defect Data Analysis Using the MBR Technique Authors: Venkata U.B.
Challagulla, Farokh B. Bastani and I-Ling Yen |
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QoS Adaptive ISHM Systems Authors: Yansheng
Zhang, Jicheng Fu, I-Ling Yen, Farokh Bastani , Ann T. Tai , Savio Chau,
Farrokh Vatan and Amir Fijany |
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Methodology for the Selection of Intelligence Analysis Tools Authors: Haleh Vafaie Nichols F. Brown and Lap Truong |
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Diagnosability
Test for Timed Discrete Event Systems Authors: JiangJing Pan and Shahin Hashtrudi Zad |
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Presentations |
Session
3 : Data
Mining I
Session Chair : Yan Huang, |
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Minimum Spanning
Tree Based Clustering Algorithms Authors: Oleksandr Grygorash, Yan Zhou and Zach Jorgensen |
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Authors: Leïla
Nemmiche Alachaher |
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Empirical Studies
on Multilabel Classification Authors: Shenghuo
Zhu |
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Lunch |
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Presentations |
Session
4 : AI in
Data Mining
Session Chair : Phillip Sheu, |
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Bayesian Classification-based Intelligent-agent Data Management over
Grid Authors: Chen Jia, Wu Yue, Phillip C.Y. Sheu, Li Ming and Hui Bei |
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Collateral Representative Subspace Projection Modeling for Supervised
Classification Authors: Thiago Quirino, Zongxing Xie, Mei-Ling
Shyu, Shu-Ching Chen and LiWu
Chang |
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Sustained Emerging Spatio-Temporal Co-occurrence
Pattern Mining: A Summary of Results Authors: Mete Celik, Shashi Shekhar, James P.
Rogers and James A. Shine |
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Learning
to Predict Salient Regions from Disjoint and Skewed Training Sets Authors: Larry Shoemaker, Robert E. Banfield, |
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Presentations |
Session
5 :
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Ant Colony with
Stochastic Local Search for the Quadratic Assignment Problem Authors: Malek Mouhoub and Zhijie Wang |
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Efficient
Search using Bitboard Models Authors: Pablo San Segundo, Ramón Galán, Diego Rodríguez-Losada,
Fernando Matía and Agustín Jiménez |
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Approximating
Backdoor Sets Thanks to Local Search Authors: |
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Intelligent Neighborhood
Exploration in Local Search Heuristics Authors: Hakim Mabed, Isabelle Devarenne and Alexandre Caminada |
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Finding Crucial
Subproblems to Focus Global Search Authors: Susan Epstein and Richard Wallace |
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Presentations |
Session
6 : AI in Pattern
Recognition
Sessoin Chair : Nikolaos Bourbakis, |
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The Role of Theory and Experiment in Language Design ˇV A 15 Year
Perspective Authors: Daniel E. Cooke, Brad Nemanich and J.
Nelson Rushton |
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An Evolutionary Computational Method for N-Connection Subgraph
Discovery Authors: Enhong Chen, Xujia Chen, Phillip C-Y
Sheu and Tieyun Qian |
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Face Recognition using Multiple Classifiers Authors: Pallabi Parveen and Bhavani
Thuraisingham |
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A Method For Associating Patterns Of Motion In Events From Video Authors: Nikolaos Bourbakis and George Bebis |
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Knowledge
Integration On-The-Fly in Swarm Intelligent System Authors: Robert G. Reynolds and Bin Peng |
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Coffee Break |
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Presentations |
Session
7 : NLP,
Speech and Vision Understanding
Session Chair : |
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Constructing a
Simple Visually-Guided Robotic Part-Grasping System with Off-the-Shelf
Components Authors: Sebastian van Delden |
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Managing
Deceitful Arguments with X-Logics Authors: Geoffroy Aubry and Vincent Risch |
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Endowing a
Virtual Character with Personalization Capabilities Authors: Eliseo Reategui, Elisa Boff and John A. Campbell |
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iAIML: a
Mechanism to Treat Intentionality in AIML Chatterbots Authors: Andre Neves, Flavia Barros and Charles Hodges |
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Graph Grammar
Induction on Structural Data for Visual Programming Authors: Keven Ates,
Jacek Kukluk, |
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Presentations |
Session 8 : AI in Planning Session Chair : Daniel Cooke, |
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Models
and Methods for Discovering Automatable Activity Segments in a
Service-Oriented Environment Authors: C. V. Ramamoorthy |
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The Culebra Algorithm for Path Planning
and Obstacle Avoidance in Kat-5 Authors: Jorge Nagel, Paul G. Trepagnier, Chris
Koutsougeras, Powell M. Kinney and Matthew Dooner |
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A
Social Transformation Emergence of Knowledge Society Authors: Hiroshi Yamaguchi, Darius Mahdjoubi
and Chittor V. Ramamoorthy |
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The
Source and Seat of Creativity in Human Beings: A Position Paper Authors: Sumit Ghosh |
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Constrained
Global Optimization by Constraint Partitioning and Simulated Annealing Authors: Benjamin W. Wah, Yixin Chen and Andrew
Wan |
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Presentations |
Session 9 : CSPSession Chair : Janusz Wojtusiak, |
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Solving Symmetrical
CSPs with An Asymmetrical Cost Function Authors: Florent Verroust and Nicolas Prcovic |
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Authors: Abid Malik, Jim McInnes and Peter van Beek |
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Robust
Controllability of Temporal Constraint Networks under Uncertainty Authors: Hoong Chuin Lau, Jia Li and Roland Yap |
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(No)good
Recording and ROBDDs for Solving Structured (V)CSPs Authors: Karim Boutaleb, Philippe Jégou and Cyril Terrioux |
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Heuristic Policy Analysis
and Efficiency Assessment in Constraint Satisfaction Search Authors: Richard Wallace |
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Keynote Speech
: Adaptive Service-Oriented Application Architecture and System
Engineering Dr.
Raymond Paul, CIO, Joint Staff and Office of the Secretary of Defense (OSD)
Networks and Information Integration (NII), Department of |
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Coffee Break |
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Presentations |
Session 10 : Learning Algorithms Session Chair : Ryszard
Michalski, |
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Condition
Matrix based Genetic Programming for Rule Learning Authors: Wang Jin Feng,
Lee Kin Hong and Leung Kwong Sak |
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Multi-Criterion
Active Learning in Conditional Random Fields Authors: Christopher T. Symons, Nagiza F.
Samatova, Ramya Krishnamurthy, Byung H. Park, Tarik Umar, David Buttler,
Terence Critchlow and David Hysom |
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Intelligent
Optimization via Learnable Evolution Model Authors: Ryszard S.
Michalski, Janusz Wojtusiak and Kenneth A. Kaufman |
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MI-Winnow: A
New Multiple-Instance Learning Algorithm Authors: Sharath Cholleti, Sally Goldman and
Rouhollah Rahmani |
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Presentations |
Session 11 : Data Mining II Session Chair : JinFeng Wang, The
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Sequence Mining
Without Sequences: a New Way for Privacy Preserving Authors: Stephanie Jacquemont, Francois Jacquenet and Marc Sebban |
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Interval Data
Clustering with Applications Authors: Wei Peng and Tao Li |
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A Greedy Search
Approach to Co-clustering Sparse Binary Matrices Authors: Fabrizio Angiulli, Eugenio Cesario and Clara Pizzuti |
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An Improved Genetic
Algorithm for Spatial Clustering Authors: Dajun Dai and Tonny Oyana |
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Presentations |
Session 12 : Planning and Scheduling Session Chair : Atul Kanaujia, |
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Modeling Workflow
Systems with Genetic Planner and Scheduler Authors: Kairon Freitas Guimarães, Fabiano Ribeiro Alves and
Márcia Aparecida Fernandes |
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An Artificial
Intelligence Approach to Course Timetabling Authors:
Lien-Fu Lai, Nien-Lin Hsueh, Liang-Tsung Huang and Tien-Chun
Chen |
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Classifying Business
Processes for Domain Engineering Authors: Hafedh Mili, Mohand Frendi, Guitta Bou Jaoude, Louis
Martin and Guy Tremblay |
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A Hybrid
MIP/Heuristic Model for Experience Based Driver Assignment Authors: Hoong Chuin Lau, Ramesh Thangarajoo and Kien Ming Ng |
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Incremental
Filtering Algorithms for Precedence and Dependency Constraints Authors: Roman Barták
and Ondřej Čepek |
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Lunch |
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Presentations |
Session
13 : Learning
and Inference
Session Chair : Ryszard
Michalski, |
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Improve
Decision Trees for Probability-Based Ranking for Lazy Learners Authors: Han Liang and Yuhong Yan |
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Learning
Ambiguities using Bayesian Mixture of Expert Authors: Atul Kanaujia and Dimitris Metaxas |
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Belief
Update in Bayesian Networks Using Uncertain Evidence Authors: Rong Pan, Yun Peng and Zhongli Ding |
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Selecting and Composing Web Services through Iterative Reformulation of Functional Specifications
Authors: Jyotishman Pathak, Samik Basu, Robyn Lutz and Vasant
Honavar |
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A Clique Tree
Propagation Algorithm for Bayesian Networks with Second-Order Uncertainties Authors: Maurizio Borsotto, Weihong Zhang, Emir Kapanci, Avi
Pfeffer and Christopher Crick |
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Presentations |
Session
14 : Fuzzy
Logic and Agent Systems
Session Chair : Hafedh Mili, University du Quebec a |
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A Hybrid
Recogniser for Handwritten Symbols Based on Fuzzy Logic and Self-Organizing
Maps Authors: Alex Cronin, John A. Fitzgerald and Tahar Kechadi |
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Authors: Ian Garcia and Yiu-Kai Ng |
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Polynomial
Regression with Automated Degree: A Function Approximator for Autonomous
Agents Authors:
Daniel Stronger and Peter Stone |
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PID-filtered Negotiation
for Decision Making in Dynamic Coverage Problem Authors:
Satoshi Kataoka |
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Presentations |
Session 15 : Data Mining III Session Chair : Ji Zhang, |
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Preserving
Patterns in Bipartite Graph Partitioning Authors: Tianming Hu, Chao Qu, Chew Lim Tan and Sam Yuan Sung |
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Collaborative
Filtering for Multi-class Data Using Belief Net Algorithms Authors: Xiaoyuan Su and Taghi Khoshgoftaar |
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Mining Maximum
Length Frequent Itemsets: A Summary of Results Authors: Qian Fu, Tianming Hu, Xiaonan Wang and Sam Yuan Sung |
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On The
Relationships Between Clustering and Spatial Co-location Mining Authors: Yan Huang and Pusheng Zhang |
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Coffee Break |
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Presentations |
Session
16 : Learning and Patterns
Session Chair : Ryszard
Michalski, |
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The AQ21
Natural Induction Program for Pattern Discovery: Initial Version and its
Novel Features Authors: Janusz Wojtusiak, Ryszard S.
Michalski, Kenneth A. Kaufman and Jaroslaw Pietrzykowski |
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A Briefing Tool that Learns Individual Report-writing
Behavior Authors: Mohit Kumar, Nikesh Garera and
Alexander Rudnicky |
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Outlier
Detection Using Random Walks Authors: H. D. K.
Moonesinghe and Pang-Ning Tan |
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Automated AI
Planning and Code Pattern Based Code Synthesis Authors: Jicheng Fu,
Farokh Bastani and I-Ling Yen |
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Presentations |
Session
17 : Computer and Wireless Networks
Session Chair : Yun Peng, University of
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Algorithm for
Detection with Localization of Multi-targets in Wireless Acoustic Sensor
Networks Authors: Jaechan Lim, Jinseok Lee and Sangjin Hong |
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A A* based
solution for a Constraint Optimization Problem in Mobile Ad-hoc Networks Authors: Abdellah Idrissi, |
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A New Intelligent
Traffic Shaper for High Speed Networks Authors: Iman Shames, Nima Najmaei, Mohammad Zamani and A. A.
Safavi |
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A Descend-Based
Evolutionary Approach to Enhance Position Estimation in Wireless Sensor
Networks Authors: Vincent Tam, Steve Cheng and K.S. Lui |
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Presentations |
Session
18 : Knowledge Management
Session Chair : Babak Forouraghi, |
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Authors: Amal Zouaq, Roger Nkambou and Claude Frasson |
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An Approximation
to Mean-shift via Swarm Intelligence Authors: Mani Thomas and Chandra Kambhamettu |
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Use of AI in
Query Optimization of Relational Databases Authors: Amit Goyal and Laurentiu Vasiliu |
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Hierarchical
Language Models for Expert Finding in Enterprise Corpora Authors: Desislava Petkova and W. Bruce Croft |
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Keynote Speech
: Toward Human-Level Machine
Intelligence Prof. Lofti A.
Zadeh, |
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Conference Banquet |
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Keynote Speech : Secondary Structure Prediction: Helix, Sheet and Coil, Which method is accurate? Which is more efficient? Prof. Allam Appa
Rao, |
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Coffee Break |
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Presentations |
Session 19 :
Image Analysis Session Chair : Lawrence Hall, |
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A Multi-HMM
Approach to ECG Segmentation Authors: Julien Thomas, Cdric Rose and Franois
Charpillet |
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Improving
the Graph-Based Image Segmentation Method Authors: Ming Zhang and Reda Alhajj |
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Document
Image Dewarping based on Line Estimation for Visually Impaired Authors: P.Kakumanu and N. Bourbakis |
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A Tree
Matching Approach for the Temporal Registration of Retinal Images Authors: Xinyu Guo, Wynne Hsu and Mong Li Lee |
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Presentations |
Session 20 :
Software Engineering
with Computational Intelligence I Session Chair : Taghi
M. Khoshgoftaar, |
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Using Boosting
Techniques to Improve Software Reliability Models Based on Genetic Programming Authors: Eduardo
Oliveira Costa, Aurora Pozo and Silvia Regina Vergilio |
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Assessment of a
Multi-Strategy Classifier for an Embedded Software System Authors: Taghi
Khoshgoftaar and Kehan Gao |
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A Greedy Search
Approach to Co-clustering Sparse Binary Matrices Authors: Fabrizio
Angiulli, Eugenio Cesario and Clara Pizzuti |
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Software Aging
Prediction Model Based on Fuzzy Wavelet Network with Adaptive Genetic Algorithm Authors: Meng Hai
Ning, Qi Yong, Hou Di and Chen Ying |
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A Case-Based
Architecture for Temporal Abstraction Configuration and Processing Authors: Luigi Portinale, Stefania Montani, Alessio Bottrighi,
Giorgio Leonardi and Jose' |
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Presentations |
Session 21 : Image Recognition and Understanding Session Chair : Praveen Kakumanu, |
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Adaptive Appearance based Face Recognition Authors: Qi Li, Jieping Ye, Min Li and Chandra
Kambhamettu |
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A
Local-Global Graph Approach for Facial Expression Recognition Authors: P. Kakumanu and N. Bourbakis |
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A Hybrid
Recogniser for Handwritten Symbols Based on Fuzzy Logic and Self-Organizing
Maps Authors: Alex Cronin, John A. Fitzgerald and
Tahar Kechadi |
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Modeling and
Recognition of Gesture Signals in 2D Space: A comparison of NN and Authors: Farhad Dadgostar and Chris Messom |
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Endoscope Tracking
using Wavelet-Gravitation Network Incorporated with Kalman Filter Authors: Vladimir
Spinko, Daming Shi and Wan Sing Ng |
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Lunch |
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Presentations |
Session 22 : Software Engineering with
Computational Intelligence II Session Chair : Marek Reformat, |
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A Hybrid Approach
to Cleansing Software Measurement Data Authors: Taghi
Khoshgoftaar, Jason Van Hulse and Chris Seiffert |
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Software
Maintenance: Similarity and Inclusion of Rules in Knowledge Extraction Authors: Marek
Reformat, Aashima Kapoor and Nicolino Pizzi |
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Machine Learning
in Value-Based Software Test Data Generation Authors: Du Zhang |
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Intelligent
Software Measurement System for Automating the Goal-Question-Metrics Process Authors: Junling Huang
and Behrouz H. Far |
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Presentations |
Session 23 : Machine Learning and Optimization Session Chair : Aurora Pozo, Universidade Federal do |
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UNPCC: A Novel
Unsupervised Classification Scheme for Network Intrusion Detection Authors: Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching
Chen and LiWu Chang |
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Stability of
Equilibrium Points and Storage Capacity of Exponential Hopfield Neural
Networks Authors: Mohammad Reza Rajati and Mohammad Bagher Menhaj |
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Decision Trees
for Probability Estimation: An Empirical Study Authors: Han Liang, Harry Zhang and Yuhong Yan |
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A Particle Swarm
Algorithm for Multiobjective Design Optimization Authors: Eric Ochlak and Babak Forouraghi |
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Computing Equilibria
of Bimatrix Games using Dominance Heuristics Authors: Raghav Aras, Alain Dutech and François Charpillet |
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Presentations |
Session 24 : Bioinformatics Session Chair : Qi Li, |
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Discover
Gene Specific Local Co-regulations Using Progressive Genetic Algorithm Authors: Ji Zhang, Qigang Gao and Hai Wang |
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LocalMotif -
An In-Silico Approach To Detecting Localized Motifs in Regulatory Sequences Authors: Vipin Narang, Wing-Kin Sung and Ankush
Mittal |
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Learning
Gene Network Using Conditional Dependence Authors: Tie-Fei Liu and Wing-Kin Sung |
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Motif
Discovery as a Multiple-Instance Problem Authors: Ya Zhang, Yixin Chen and Xiang Ji |
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