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Table of Contents
Computational Intelligence and Its Applications
Abdelmalek Amine, Malek Mouhoub, Otmane Ait Mohamed, Bachir Djebbar
Front Matter
Advanced Technology and Social Media Influence on Research, Industry and Community
Reda Alhajj
1-12

Data Mining and Information Retrieval


Basketball Analytics. Data Mining for Acquiring Performances
Leila Hamdad, Karima Benatchba, Fella Belkham, Nesrine Cherairi
13-24
Similarity Measures for Spatial Clustering
Leila Hamdad, Karima Benatchba, Soraya Ifrez, Yasmine Mohguen
25-36
Computational Ontologies for a Semantic Representation of the Islamic Knowledge
Bendjamaa Fairouz, Taleb Nora
37-46
A Parallel Implementation of GHB Tree
Zineddine Kouahla, Adeel Anjum
47-55
Leveraging Web Intelligence for Information Cascade Detection in Social Streams
Mohamed Nait-Hamoud, Fedoua Didi, Abdelatif Ennaji
56-65
Understanding User’s Intention in Semantic Based Image Retrieval: Combining Positive and Negative Examples
Meriem Korichi, Mohamed Kherfi, Mohamed Batouche, Zineb Kaoudja, Hadjer Bencheikh
66-77
Exploring Graph Bushy Paths to Improve Statistical Multilingual Automatic Text Summarization
Abdelkrime Aries, Djamel Zegour, Walid Hidouci
78-89

Evolutionary Computation


Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection
Hayet Djellali, Akila Djebbar, Nacira Zine, Nabiha Azizi
93-105
An Efficiency Fuzzy Logic Controller Power Management for Light Electric Vehicle Under Different Speed Variation
Nouria Nair, Ibrahim Gasbaoui, Abd Ghazouani
106-118
A New Handwritten Signature Verification System Based on the Histogram of Templates Feature and the Joint Use of the Artificial Immune System with SVM
Yasmine Serdouk, Hassiba Nemmour, Youcef Chibani
119-127
Improved Quantum Chaotic Animal Migration Optimization Algorithm for QoS Multicast Routing Problem
Mohammed Mahseur, Abdelmadjid Boukra, Yassine Meraihi
128-139
Developing a Conceptual Framework for Software Evolution Methods via Architectural Metrics
Nouredine Gasmallah, Abdelkrim Amirat, Mourad Oussalah, Hassina Seridi
140-149
A Study on Self-adaptation in the Evolutionary Strategy Algorithm
Noureddine Boukhari, Fatima Debbat, Nicolas Monmarché, Mohamed Slimane
150-160
Swarm Intelligence Algorithm for Microwave Filter Optimization
Erredir Chahrazad, Emir Bouarroudj, Mohamed Riabi
161-172
Innovation Diffusion in Social Networks: A Survey
Somia Chikouche, Abderraouf Bouziane, Salah Bouhouita-Guermech, Messaoud Mostefai, Mourad Gouffi
173-184
An Efficient Cooperative Method to Solve Multiple Sequence Alignment Problem
Lamiche Chaabane
185-195

Machine Learning


Automatic Ontology Learning from Heterogeneous Relational Databases: Application in Alimentation Risks Field
Aicha Aggoune
199-210
Towards the Prediction of Multiple Soft-Biometric Characteristics from Handwriting Analysis
Nesrine Bouadjenek, Hassiba Nemmour, Youcef Chibani
211-219
Gearbox Fault Diagnosis Based on Mel-Frequency Cepstral Coefficients and Support Vector Machine
Tarak Benkedjouh, Taha Chettibi, Yassine Saadouni, Mohamed Afroun
220-231
A Modified Firefly Algorithm with Support Vector Machine for Medical Data Classification
Brahim Sahmadi, Dalila Boughaci, Rekia Rahmani, Noura Sissani
232-243
Ensemble Learning for Large Scale Virtual Screening on Apache Spark
Karima Sid, Mohamed Batouche
244-256
Trace Based System in TEL Systems: Theory and Practice
Tarek Djouad, Alain Mille
257-266
Using a Social-Based Collaborative Filtering with Classification Techniques
Lamia Berkani
267-278
Flexibility in Classification Process
Ismaïl Biskri
279-289
An Evolutionary Scheme for Improving Recommender System Using Clustering
Chemseddine Berbague, Nour Karabadji, Hassina Seridi
290-301
Drug-Target Interaction Prediction in Drug Repositioning Based on Deep Semi-Supervised Learning
Meriem Bahi, Mohamed Batouche
302-313

Optimization


FA-SETPOWER-MRTA: A Solution for Solving the Multi-Robot Task Allocation Problem
Farouq Zitouni, Ramdane Maamri
317-328
Effective Streaming Evolutionary Feature Selection Using Dynamic Optimization
Abdennour Boulesnane, Souham Meshoul
329-340
Evolutionary Multi-objective Optimization of Business Process Designs with MA-NSGAII
Nadir Mahammed, Sidi Benslimane, Nesrine Hamdani
341-351
Sink Mobility based on Bacterial Foraging Optimization Algorithm
Ranida Hamidouche, Manel Khentout, Zibouda Aliouat, Abdelhak Gueroui, Ado Adamou Abba Ari
352-363
Social-Spider Optimization Neural Networks for Microwave Filters Modeling
Erredir Chahrazad, Emir Bouarroudj, Mohamed Riabi
364-372

Planning and Scheduling


Scheduling in Real-Time Systems Using Hybrid Bees Strategy
Yahyaoui Khadidja, Bouri Abdenour
375-386
Solving an Integration Process Planning and Scheduling in a Flexible Job Shop Using a Hybrid Approach
Nassima Keddari, Nasser Mebarki, Atif Shahzad, Zaki Sari
387-398
A New Hybrid Genetic Algorithm to Deal with the Flow Shop Scheduling Problem for Makespan Minimization
Fatima Boumediene, Yamina Houbad, Ahmed Hassam, Latéfa Ghomri
399-410
Optimal Scheduling of Multiproduct Pipeline System Using MILP Continuous Approach
Wassila Abdellaoui, Asma Berrichi, Djamel Bennacer, Fouad Maliki, Latéfa Ghomri
411-420

Wireless Communications and Mobile Computing


Terrain Partitioning Based Approach for Realistic Deployment of Wireless Sensor Networks
Mostefa Zafer, Mustapha Senouci, Mohamed Aissani
423-435
Hybrid Acknowledgment Punishment Scheme Based on Dempster-Shafer Theory for MANET
Mahdi Bounouni, Louiza Bouallouche-Medjkoune
436-447
Efficient Broadcast of Alert Messages in VANETs
Hadjer Goumidi, Zibouda Aliouat, Makhlouf Aliouat
448-459
Improved Sensed Data Dependability and Integrity in Wireless Sensor Networks
Zibouda Aliouat, Makhlouf Aliouat
460-471
Impact of Clustering Stability on the Improvement of Time Synchronization in VANETs
Khedidja Medani, Makhlouf Aliouat, Zibouda Aliouat
472-483

Internet of Things and Decision Support Systems


Enhancement of IoT Applications Dependability Using Bayesian Networks
Yasmine Harbi, Zibouda Aliouat, Sarra Hammoudi
487-497
Towards an Extensible Context Model for Mobile User in Smart Cities
Boudjemaa Boudaa, Slimane Hammoudi, Sidi-Mohamed Benslimane
498-508
Combining Proactive and Reactive Approaches in Smart Services for the Web of Things
Nawel Sekkal, Sidi Benslimane, Michael Mrissa, Boudjemaa Boudaa
509-520
Multi-agent System Based Service Composition in the Internet of Things
Samir Berrani, Ali Yachir, Badis Djamaa, Mohamed Aissani
521-532
Crowdsourced Collaborative Decision Making in Crisis Management: Application to Desert Locust Survey and Control
Mohammed Benali, Abdessamed Ghomari, Leila Zemmouchi-Ghomari
533-545

Pattern Recognition and Image Processing


Combined and Weighted Features for Robust Multispectral Face Recognition
Nadir Benamara, Ehlem Zigh, Tarik Boudghene Stambouli, Mokhtar Keche
549-560
Conjugate Gradient Method for Brain Magnetic Resonance Images Segmentation
El-Hachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou
561-572
Facial Expressions Recognition: Development and Application to HMI
Zekhnine Chérifa, Berrached Nasr Eddine
573-584
SSD and Histogram for Person Re-identification System
Abdullah Baquhaizel, Safia Kholkhal, Belal Alshaqaqi, Mokhtar Keche
585-596
Automatic Recognition of Plant Leaves Using Parallel Combination of Classifiers
Lamis Hamrouni, Ramla Bensaci, Mohammed Kherfi, Belal Khaldi, Oussama Aiadi
597-606

Semantic Web Services


Enhancing Content Based Filtering Using Web of Data
Hanane Zitouni, Souham Meshoul, Kamel Taouche
609-621
Selecting Web Service Compositions Under Uncertain QoS
Remaci Yasmina, Hadjila Fethallah, Didi Fedoua
622-634
Unified-Processing of Flexible Division Dealing with Positive and Negative Preferences
Noussaiba Benadjimi, Walid Hidouci
635-647
Implementing a Semantic Approach for Events Correlation in SIEM Systems
Tayeb Kenaza, Abdelkarim Machou, Abdelghani Dekkiche
648-659
An Improved Collaborative Filtering Recommendation Algorithm for Big Data
Hafed Zarzour, Faiz Maazouzi, Mohamed Soltani, Chaouki Chemam
660-668

 


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