Advanced Intelligent Systems for Sustainable Development (AI2SD’2019): Volume 4 - Advanced Intelligent Systems for Applied Computing Sciences

Front Matter ....Pages i-xxi
 A Comparative Evaluation of Classification Algorithms for Sentiment Analysis Using Word Embeddings  (Hanane Elfaik, El Habib Nfaoui)....Pages 1-11
 A Deep Neural Network Classification Approach for Alzheimer’s Disease Diagnosis  (El Mehdi Benyoussef, Abdeltif Elbyed, Hind El Hadiri)....Pages 12-20
 A Lightweight Cellular Automata-Based Cryptosystem Evaluated with NIST Statistical Tests  (Youssef Sbaytri, Saiida Lazaar)....Pages 21-29
 A Literature Review of Steering Angle Prediction Algorithms for Self-driving Cars  (Aatiq Oussama, Talea Mohamed)....Pages 30-38
 A Multi-criteria Analysis and Advanced Comparative Study Between IT Governance References  (Ibrahim Hamzane, Abdessamad Belangour)....Pages 39-52
 A New Approach of a List of Items for Search Retrieval Systems  (Salma Gaou, Mohamed Fihri)....Pages 53-66
 A Rigid Visual Servoing Approach for Elastic Objects Using Weighted Primitives  (Yasser Derrar, Abed Malti)....Pages 67-74
 A Supervised Method for Extractive Single Document Summarization Based on Sentence Embeddings and Neural Networks  (Salima Lamsiyah, Abdelkader El Mahdaouy, Said Ouatik El Alaoui, Bernard Espinasse)....Pages 75-88
 An Adaptive Control Approach for Performance of Big Data Storage Systems  (Jabrane Kachaoui, Abdessamad Belangour)....Pages 89-97
 An Advanced Intelligent Support System for Multimodal Transportation Network Based on Multi-agent Architecture  (Jihane Larioui, Abdeltif El Byed)....Pages 98-106
 An Online Framework for Earlier Cancer Diagnosis: Association Rules and Decision Tree Based Approach  (Fatima Zohra Ennaji, Abdelaziz El Fazziki, Hasna El Alaoui El Abdallaoui, Mohamed Sadgal)....Pages 107-117
 An Optimized Iterative Partitioning Model for Predicting Computer System Failures Based on Deep Learning  (Mohammed El Fouki, Noura Aknin, Kamal Eddine El Kadiri)....Pages 118-122
 Analyzing Social Media Opinions Using Hybrid Machine Learning Model Based on Artificial Neural Network Optimized by Particle Swarm Optimization  (Youness Khourdifi, Mohamed Bahaj)....Pages 123-131
 Anomaly Detection in Credit Card Transactions  (Soumaya Ounacer, Houda Jihal, Soufiane Ardchir, Mohamed Azzouazi)....Pages 132-140
 Application of a Discrete to Continuous Approach Based-Alignment Algorithm for Capillary Electrophoresis DNA Sequencing Correction  (Wajih Rhalem, Jamel El Mhamdi, Mourad Raji, Ahmed Hammouch, Abd-Errahim Maazouzi, Sanae Raoui et al.)....Pages 141-148
 Automatic Evaluation of UML Class Diagrams Using the XML Schema Matching and the Machine Learning Algorithm  (Rhaydae Jebli, Jaber Elbouhdidi, Mohamed Yassin Chkouri)....Pages 149-156
 Big Data and Interactive Visualization: Overview on Challenges, Techniques and Tools  (Moustafa Sadek Kahil, Abdelkrim Bouramoul, Makhlouf Derdour)....Pages 157-167
 Big Data for Context-Aware Computing  (Khaoula Addakiri, Hajar Khallouki, Mohamed Bahaj)....Pages 168-175
 Classification of Iris Plant Using Perceptron Neural Network  (Toufik Datsi, Ahmed El Oirrak, Khalid Aznag)....Pages 176-183
 Comparative and Analytical Study of Big Data Technologies: A Survey  (Ibtissame Kandrouch, Zahra Oughannou, Nabil Hmina, Habiba Chaoui)....Pages 184-193
 Comparison of Modified Hierarchical Clustering Based on Density Peaks Using Kernel Function with Support Vector Machines in the Classification of Sinusitis  (Zuherman Rustam, Sri Hartini, Nadisa Karina Putri, Jacob Pandelaki)....Pages 194-201
 Deep ConvNet for Facial Emotion Recognition  (Wahida Handouzi, Ahmed Ziane)....Pages 202-209
 Design of a Mini Robot for the Automation of 3D Winding Machines Axes and Self-correction by Artificial Vision Using Deep Learning  (Abdelhamid El Wahabi, Ibrahim Hadj Baraka, Salaheddine Hamdoune, Karim El Mokhtari)....Pages 210-223
 Elephants Herding Optimization to Solve the Multiple Travelling Salesman Problem  (Anass Hossam, Abdelhamid Bouzidi, Mohammed Essaid Riffi)....Pages 224-232
 Exploring Convolutional Neural Networks and Recurrent Neural Networks for Arabic Question Classification  (Alami Hamza, Noureddine En-Nahnahi, Mostafa Ezziyyani, Said El Alaoui Ouatik)....Pages 233-242
 Exploring the Use of Word Embedding and Deep Learning in Arabic Sentiment Analysis  (Naaima Boudad, Soumia Ezzahid, Rdouan Faizi, Rachid Oulad Haj Thami)....Pages 243-253
 Facility Location Problem for Reusable Containers Distribution System  (Mohammed Rida Ech-Charrat, Israe Ezznati, Mostafa Ezziyyani, Loubna Cherrat, Tarik Zouadi)....Pages 254-263
 Front and Rear Vehicle Classification  (Sara Baghdadi, Noureddine Aboutabit)....Pages 264-272
 Hierarchical Dimensionality Reduction Based Fuzzy C-Means Methods for Change Detection in Temporal Satellite Images  (Abdelkrim Maarir, Abdelouahed Ait Ider, Belaid Bouikhalene)....Pages 273-286
 Integrate and Apply the Recommendation System of Agile Methods  (El Mehdi Achrak, Mohamed Yassin Chkouri)....Pages 287-297
 Machine Learning Approach for Smart Self-diagnosing Autonomic Computing Systems  (Hicham Kamri, Bouchaib Bounabat)....Pages 298-307
 MRI Brain Images Classification Using Convolutional Neural Networks  (Abdelhakim El Boustani, Mohamed Aatila, Essaid El Bachari, Ahmed El Oirrak)....Pages 308-320
 Multimedia Ontology of the Tunisian Archaeology Field  (Degachi Haifa, Yengui Ameni, Neji Mahmoud)....Pages 321-330
 Oil Spill Modeling at Sidi Kreir SUMED Oil Terminal, Alexandria, Egypt  (Mohamed Y. Omar, Alaa R. Mostafa, Heba A. Amin, Safia M. Darwesh)....Pages 331-341
 Optimization Time and Path for Employee Transportation  (Soumaya El Mamoune, Maroi Tsouli Fathi, Wiam El Mamoune, Mostafa Ezziyyani)....Pages 342-351
 Prediction of Bus Waiting Time in Smart Cities Using Machine Learning Techniques and the Internet of Things  (El Arbi Abdellaoui Alaoui, Stéphane Cédric Koumetio Tekouabou, Walid Cherif, Hassan Silkan)....Pages 352-362
 Predicting Forest Fire in Algeria Using Data Mining Techniques: Case Study of the Decision Tree Algorithm  (Faroudja Abid, Nouma Izeboudjen)....Pages 363-370
 Proposal and Validation of a Model for Predicting Number of Injuries Due to Road Accidents in Casablanca City  (Abderrahmane Ben Kacem, Youness Frichi, Oualid Kamach, Samir Chafik, Fouad Jawab)....Pages 371-382
 QoS-CM: An Enhanced Version of QoS-CMS and Its Integration in BGP for an End to End Quality of Service  (Hafssa Benaboud, Sara Bakkali)....Pages 383-389
 Role of Interaction Flow Modeling Language (IFML) in the Development of Ubiquitous Web Applications (UWAs)  (Karzan Wakil, Dayang N. A. Jawawi, Naziha Laaz)....Pages 390-401
 Seismic Vulnerability Assessment of Reinforced Concrete Buildings and Establishment of Fragility Curves as a Structural Damage Prevention Criterion for the Moroccan Real Estate  (Mouad El Khoudri, Mohammed Ammari, Dounia El Adak, Abdelkarim Chamrar, Laïla Ben Allal)....Pages 402-410
 Semantic Oriented Data Modeling Based on RDF, RDFS and OWL  (Khadija Alaoui, Mohamed Bahaj)....Pages 411-421
 Stock Price Forecasting: New Model for Stocks Selection and Price Forecasting Based on Convolutional Neural Network  (Yassine Touzani, Khadija Douzi, Fadoul Khoukhi)....Pages 422-430
 The Influence of Technology and Social Networks on Social Change  (Mohammed Yasine Doukali Fenni, Mostafa Ezziyyani)....Pages 431-438
 The Optimization of Resources Within the Implementation of a Big Data Solution  (Y. En-nattouh, J. Riffi, A. Yahyaouy, H. Tairi)....Pages 439-446
 Toward a New Performing Recommendation System  (Sana Nabil, Jaber Elbouhdidi, Mohamed Yassin Chkouri)....Pages 447-455
 Towards a Maturity Model for Digital Strategy Assessment  (Zineb Korachi, Bouchaib Bounabat)....Pages 456-470
 Towards a Recommended Documentation System Using Data Traceability and Machine Learning in a Big Data Environment  (Othmane Rahmaoui, Kamal Souali, Mohammed Ouzzif)....Pages 471-482
 Towards a SaaS Contracts Negotiation Model Based on a Multi Agent System  (Douaae Khellaf, Hana Kenatef, Ouassila Hioual)....Pages 483-495
 Unsupervised Feature Reduction Techniques with Bidirectional GRU Neural Network for Aircraft Engine RUL Estimation  (Ikram Remadna, Sadek Labib Terrissa, Ryad Zemouri, Soheyb Ayad, Noureddine Zerhouni)....Pages 496-506
 Using NMAP for Data Collection in Cloud Platform  (Driss Essaadi, Jalal Laassiri, Sanae Hanaoui)....Pages 507-517
Back Matter ....Pages 519-521