2010 International Conference on Machine and

2010 International Conference on Machine and

2010 International Conference on
Machine and Web Intelligence
(ICMWI 2010)
Algiers, Algeria
3-5 October 2010
IEEE Catalog Number:
ISBN:
CFP1023L-PRT
978-1-4244-8608-3
Table of Contents
Invited Talks.
Efficient extraction of news articles based on RSS crawling . . . . . . . . . . . . .
George Adam, Christos Bouras, Vassilis Poulopoulos
1
Exploring semantic roles of web interface components . . . . . . . . . . . . . . . . . .
Kang Zhang, Jun Kong
8
Causal reasoning in graphical models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Salem Benferhat
15
Click fraud prevention in pay-per-click model: learning through
multimodal evidence fusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mehmed Kantardzic, Chamila Walgampaya, Wael Emara
20
Regular papers.
Session 1. Multi-agent Systems
Multi-agent based architecture for querying disjoint data repositories . . . .
Saroj Kaushik, Deepak Kollipalli
28
Modeling by groups for faults tolerance based on multi agents systems . . .
Asma Djebbar, Ghalem Belalem
35
Cooperative skills evaluation and participative multi-agent simulation
for rodent control training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Hafid Chadli, Fatima Bendella, Erwan Tranvouez
41
Context-aware ubiquitous framework services using JADE-OSGI
integration framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Faouzi Sebbak, Aicha Mokhtari, Abdelghani Chibani, Yacine Amirat
48
Session 2. Web services
WSS-NFP: Tool for web service selection based on non-functional
properties using soft computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Sunita Tiwari, Saroj Kaushik
54
WeSPaS - Web Specification Pattern System . . . . . . . . . . . . . . . . . . . . . . . . .
May Haydar, Alexandre Petrenko, Houari Sahraoui
61
CxQWS: context-aware quality semantic web service . . . . . . . . . . . . . . . . . .
Alti Adel, Boukerram Abdellah
69
Introduction of the website importance into the evaluation of the prior
probability of relevance of web page . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Hammache Arezki, Boughanem Mohand, Ahmed-Ouamer Rachid
Semantic interoperability of web services: A survey . . . . . . . . . . . . . . . . . . . .
Karima Mecheri, Labiba Souici-Meslati
Toward a better automation of the distributed discovery mechanism for
semantic web services . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Hadj Madani Meghazi, Youcef Aklouf
77
82
88
Session 3. Natural Language Processing
Building a neural network-based english-to-arabic transfer module from
an unrestricted domain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Rasha Al Dam, Ahmed Guessoum
94
A Comparative study of neural networks architectures on arabic text
categorization using feature extraction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102
Fouzi Harrag, Abdul Malik Salman Al-Salman, Mohammed BenMohammed
Neural-linguistic classifier combination for large arabic word vocabulary
recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108
Imen Ben Cheikh, Afef Kacem, Abdel Belaid
A texture based approach for arabic writer identification and verification . 115
Djeddi Chawki, Souici-Meslati Labiba
Gaussian modeling and discrete cosine transform for efficient and
automatic palmprint identification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
Meraoumia Abdallah, Chitroub Salim, Bouridane Ahmed
Session 4. Knowledge Discovery and Data Mining
Towards multicriteria analysis: A new clustering approach . . . . . . . . . . . . . . 126
Baroudi Rouba, Safia Nait-Bahloul
Activity regulation for the participative creation of data on-line . . . . . . . . . 132
Christophe Courtin, Stéphane Talbot, Mathieu Mangeot
Two novel methods for multiclass ECG arrhythmias classification based
on PCA, fuzzy support vector machine and unbalanced clustering . . . . . . . 140
Nait-Hamoud Mohamed Cherif, Moussaoui Abdelouaheb
Nodes coupling in a bayesian network for the automatic classification
of XML documents . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 146
Karima Amrouche, Yassine Ait Ali Yahia
Session 5. Robotics
Localizing underwater targets using a cooperative auv architecture . . . . . . 153
Assia Belbachir, félix Ingrand, Simon Lacroix
Using radius to improve robot localization and mapping . . . . . . . . . . . . . . . 159
Boutine Rachid, Benmohammed Mohammed
Nonlinear RBFNN adaptive control of a one-link flexible manipulator . . . . 165
Amin Riad Maouche, Mokhtar Attari
Inverse kinematic using AIS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171
Amel Serrat, Mohamed Benyettou
Session 6. Modeling and Evolutionary computation
A Multicast Routing protocol adapted to the characteristics of wireless
mesh networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 174
Soumaya Fellah, Mejdi Kaddour
Hybrid petri nets based approach for analyzing complex dynamic systems 180
Hakiki Rafika, Sekhri Larbi
A Fully decentralized algorithm to timestamping transactions in a
peer-to-peer environments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 185
Hemam Sofiane Mounine, Hidouci Walid Khaled
An Annotation-based pedagogical memory model for learner . . . . . . . . . . . 190
Belkacem Mostefai, Azouaou Faical, Balla Amar
Session 7. Planning and Scheduling
On the integration of dispatching and covering for emergency vehicles
management systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 198
Sarah Ibri, Mustapha Nourelfath, Habiba Drias
An MDP-based approach oriented optimal policy for path planning . . . . . 205
Nouara Achour, Karim Braikia
Independent task scheduling in heterogeneous environment via
makespan refinery approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211
Beghdad bey Kadda, Benhammadi Farid, Mokhtari Aicha, Guessoum
Zahia
Session 8. Computer vision
Effective object-based image retrieval using higher-level visual
representation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 218
Ismail El sayad, Chabane Djeraba, Samir Amir, Jean Martinet, Thierry
Urruty
Using estimation techniques for visual servoing in dynamic environments . 225
C. A. Dı́az-Hernandez, J. L. Muñoz-Lozano, Juan Lopez Coronado
Drowsy driver detection system using eye blink patterns . . . . . . . . . . . . . . . 230
Taner Danisman, Ioan Marius Bilasco, Chabane Djeraba, Nacim Ihaddadene
Session 9. Ontology and Information Retrieval
Schema matching for interating multimedia metadata . . . . . . . . . . . . . . . . . . 234
Samir Amir, Ioan Marius Bilasco, Taner Danisman, Thierry Urruty,
Chabane Djeraba, Ismail El sayad
Ontofly: Ontology engineering using the web . . . . . . . . . . . . . . . . . . . . . . . . . 240
David Urbansky, Robert Willner, Alexander Schill
Distributed resources co-allocation in grid computing . . . . . . . . . . . . . . . . . . 244
Sid Ahmed Makhlouf, Belabbas Yagoubi
Ontology-based information retrieval for e-learning of computer science . . 250
Ahmed-Ouamer Rachid, Hammache Arezki
A fuzzy hybrid recommender system . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 258
Majda Maatallah, Hassina Seridi
Session 10. Knowledge Representation and Reasoning
Reasoning by symmetry in non-monotonic inference . . . . . . . . . . . . . . . . . . . 264
Belaı̈d Benhamou, Tarek Nabhani, Pierre Siegel
From using description logics to handling inconsistency in cooperative
intrusion detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 270
Safa Yahi, Salem Benferhat, Kenaza Tayeb
3D-Computerized facial reconstructions from 3D-MRI of human heads
using deformable model approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 276
Adel Kermi, Sofia Marniche-Kermi, Mohamed Tayeb Laskri
Buffers sizing in assembly lines using a Lorenz multiobjective ANT
colony optimization algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283
Hicham Chehade, Farouk Yalaoui, Lionel Amodeo, Frederic Dugardin
Genetic algorithm encoding representations for graph partitioning
problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 288
Menouar Boulif
Short papers.
Session 1. Image and Evolutionary Computation
Motion similarity measure between video sequences using multivariate
time series modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292
Rémi Auguste, Ahmed El Ghini, Marius Bilasco, Nacim Ihaddadene,
Chaabane Djeraba
A hybrid grasp and scatter search for the exam timetabling problem . . . . . 297
Drifa Hadjidj, Habiba Drias
Disparity map estimation with neural network . . . . . . . . . . . . . . . . . . . . . . . . 303
Nadia Baha, Slimane Larabi
Session 2. Image and Natural Language Processing
Towards a new format for image coding . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307
Afifa Dahmane, Slimane Larabi
Weighted matrix distance metric for face images classification . . . . . . . . . . 312
Chahrazed Rouabhia, Kheira Hamdaoui, Hicham Tebbikh
Identification of opinions in arabic newspapers . . . . . . . . . . . . . . . . . . . . . . . . 317
Farek Lazhar, Tlili Guiassa Yamina
Session 3. Knowledge Discovery and Planning
Viewpoint-based annotations for knowledge discovery in databases . . . . . . 320
Hicham Behja, El Moukhtar Zemmouri, Abdelaziz Marzak
FLC-Archive to solve multiobjective reentrant hybride flowshop
scheduling problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 324
Frederic Dugardin, Lionel Amodeo, Farouk Yalaoui
Towards a strategic decision making aid for the management of business
processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 330
Sahbi Zahaf, Faı̂ez Gargouri
Distributed classification using class-association rules mining algorithm . . 334
Djamila Mokeddem, Hafida Belbachir
Session 4. Web, Search and Security
Integrating legacy systems in a SOA using an agent based approach for
information system agility . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 338
Haniche Fayçal, Hakima Mellah, Drias Habiba
An encryption algorithm inspired from DNA . . . . . . . . . . . . . . . . . . . . . . . . . 344
Sadeg Souhila, Gougache Mohamed, Mansouri Nabil, Drias Habiba
Towards re-engineering web applications into semantic web services . . . . . 350
Djelloul Bouchiha, Mimoun Malki
Towards ontological model accuracy’s scalability: application to the
pervasive computer supported collaborative work . . . . . . . . . . . . . . . . . . . . . 354
Kahina Hamadache, Luigi Lancieri
Special track papers.
Session 1. Ontology Engineering and Data Warehouse
A steam turbine diagnostic maintenance system based on an evolutive
domain ontology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 360
Mohamed Tarek Khadir, Sihem Klai
XMap : A novel structural approach for alignment of OWL-Full ontologies 368
Warith Eddine Djeddi, Mohammed Tarek Khadir
Pattern tree-based XOLAP rollup operator for XML complex hierarchies . 374
Hachicha Marouane, JéRˆme Darmont
Conceptual workflow for complex data integration using AXML . . . . . . . . . 380
Rashed Salem, Omar Boussaı̈d, Jérôme Darmont
A framework for summarizing a log of OLAP queries . . . . . . . . . . . . . . . . . . 386
Julien Aligon, Patrick Marcel, Elsa Negre
Graduate Student Papers.
Session 1. Web Search and Grids
Dynamic threshold for replicas placement strategy . . . . . . . . . . . . . . . . . . . . 394
Reda Djebbara, Hafida Belbachir
A priori replica placement strategy in data grid . . . . . . . . . . . . . . . . . . . . . . . 402
Zakia Challal, Thouraya Bouabana-Tebibel
A human and social sciences wiktionary in a peer-to-peer network . . . . . . . 407
Khelifa Lydia, Mezil Rafik, Si-Mohammed Aziz, Thouraya BouabanaTebibel
A new approach based on ants for solving the problem of horizontal
fragmentation in relational data warehouses . . . . . . . . . . . . . . . . . . . . . . . . . . 411
Mohamed Barr, Ladjel bellatreche
Session 2. Security and Ontology
Integrating security operator knowledge and preferences to the alert
correlation process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 416
Lydia Bouzar
Protect user anonymity in query log . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 421
Anissa Mimi, Safia Nait-Bahloul
Semantic mapping of ADLs into MDA platforms using a meta-ontology . . 426
Alti Adel, Boukerram Abdellah
A biometric crypto-system for authentication . . . . . . . . . . . . . . . . . . . . . . . . . 434
Ferhaoui chafia, Chitroub Salim, Benhammadi Farid
Session 3. Scheduling and Constraints
Automatic construction of an on-line learning domain . . . . . . . . . . . . . . . . . 439
Mohammed Chaoui, Mohamed Tayeb Laskri
Scatter search for real-time scheduling with timing, precedence and
exclusion constraints . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444
Adel Bouridah, Habiba Drias, Yacine Laalaoui
A new efficient priority rule for scheduling job on identical parallel
machines . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 449
Sahraoui Nabil, Hentous Hamid
Session 4. Natural language and image processing
Towards a new approach for real time face detection and normalization . . 455
Hayet Mekami, Abdennacer Bounoua, Sid Ahmed Benabderrahmane
Latent semantic analysis-based image auto annotation . . . . . . . . . . . . . . . . . 460
Mahdia Bakalem, Nadjia Benblidia, Saliha Oukid
An improved radial basis function neural network based on a
cooperative coevolutionary approach for handwritten digits recognition . . 464
Salima Nebti, Abdellah Boukerram
Session 5. Poster papers
Face detection based on a model of the skin color with constraints and
template matching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 469
Kherchaoui Sonia, Houacine Amrane
Arabic collocations extraction using Gate . . . . . . . . . . . . . . . . . . . . . . . . . . . . 473
Soraya Zaidi, Laskri Mohamed Tayeb, Ahmed Abdelali
Stereoscopic video coding based on the H.264/AVC Standard . . . . . . . . . . . 476
Sid Ahmed Fezza, Mohamed-Chaker Larabi, Kamel Mohamed Faraoun
Software evolution: models and challenges . . . . . . . . . . . . . . . . . . . . . . . . . . . . 479
Hanane Cheriet, Nora Bounour
Morphological analysis of arabic language based on multicriteria
decision making: TAGHIT System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 482
Cheragui Mohamed Amine, Hoceini Youssef, Moncef Abbas
A metacomputing approach for the winner determination problem in
combinatorial auctions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 485
Kahina Achour, Louiza Slaouti, Dalila Boughaci
Tkvm: A method and tool for school web sites knowledge cartography . . . 489
Azzouza Noureddine, Azouaou Faical, Ghomari Abdessamed Réda
Clustering approach for false alerts reducing in behavioral based
intrusion detection systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497
Kenaza Tayeb, Halim Zaidi
Policy based management in pervasives systems . . . . . . . . . . . . . . . . . . . . . . . 500
Hamdadou Djamel, Chouarfia Abdalah