Smart Applications and Data Analysis: Third International Conference, SADASC 2020, Marrakesh, Morocco, June 25–26, 2020, Proceedings

Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
 LGMD: Optimal Lightweight Metadata Model for Indexing Learning Games  (Maho Wielfrid Morie, Iza Marfisi-Schottman, Bi Tra Goore)....Pages 3-16
 Moving Database Cost Models from Darkness to Light  (Abdelkader Ouared, Fatima Zohra Kharroubi)....Pages 17-32
 Building Valid Career Ontologies with B-CPNs  (Zakaryae Boudi, Abderrahim Ait Wakrime, Mohamed Toub, Mohamed Haloua)....Pages 33-46
 Modeling Input Data of Control System of a Mining Production Unit Based on ISA-95 Approach  (Atae Semmar, Nadia Machkour, Reda Boutaleb, Hajar Bnouachir, Hicham Medromi, Meriyem Chergui et al.)....Pages 47-55
Front Matter ....Pages 57-57
 Towards a Security Reinforcement Mechanism for Social Cyber-Physical Systems  (Samir Ouchani)....Pages 59-73
 Smart Cyber-Physical System for Pattern Recognition of Illegal 3D Designs in 3D Printing  (Anton Vedeshin, John Mehmet Ulgar Dogru, Innar Liiv, Sadok Ben Yahia, Dirk Draheim)....Pages 74-85
 Crowdsourcing and Blockchain-Based E-Government Applications: Corruption Mapping  (Hasna El Alaoui El Abdallaoui, Abdelaziz El Fazziki, Mohamed Sadgal)....Pages 86-99
Front Matter ....Pages 101-101
 A Multimodal Route Recommendation Framework Based on Urban Congestion Management  (Sara Berrouk, Mohamed Sadgal)....Pages 103-116
 Hybrid Recommendation of Articles in Scientific Social Networks Using Optimization and Multiview Clustering  (Lamia Berkani, Rima Hanifi, Hiba Dahmani)....Pages 117-132
 Toward a Recommendation System: Proposition of a New Model to Measure Competences Using Dimensionality Reduction  (Safia Baali, Hicham Moutachaouik, Abdelaziz Marzak)....Pages 133-145
 Unsupervised Deep Collaborative Filtering Recommender System for E-Learning Platforms  (Jamal Mawane, Abdelwahab Naji, Mohamed Ramdani)....Pages 146-161
Front Matter ....Pages 163-163
 Decision Tree Model Based Gene Selection and Classification for Breast Cancer Risk Prediction  (Mohammed Hamim, Ismail El Moudden, Hicham Moutachaouik, Mustapha Hain)....Pages 165-177
 Dynamic Partitioning of Transportation Network Using Evolutionary Spectral Clustering  (Pamela Al Alam, Denis Hamad, Joseph Constantin, Ibtissam Constantin, Youssef Zaatar)....Pages 178-186
 Towards a Feature Selection for Multi-label Text Classification in Big Data  (Houda Amazal, Mohammed Ramdani, Mohamed Kissi)....Pages 187-199
 Hardware Implementation of Roadway Classification System in FPGA Platform  (Mohamed Atibi, Mohamed Boussaa, Issam Atouf, Abdellatif Bennis, Mohamed Tabaa)....Pages 200-208
 Optimization of LSTM Algorithm Through Outliers – Application to Financial Time Series Forecasting  (Houda Benkerroum, Walid Cherif, Mohamed Kissi)....Pages 209-220
 An Artificial Neural Network Combined to Object Oriented Method for Land Cover Classification of High Resolution RGB Remote Sensing Images  (Sohaib Baroud, Soumia Chokri, Safa Belhaous, Zineb Hidila, Mohammed Mestari)....Pages 221-232
 Implementing an ANN Model to Predict the Notch Band Frequency of an UWB Antenna  (Lahcen Aguni, Samira Chabaa, Saida Ibnyaich, Abdelouhab Zeroual)....Pages 233-240
Front Matter ....Pages 241-241
 Optimization of Truck-Shovel Allocation Problem in Open-Pit Mines  (Sanaa Benlaajili, Fouad Moutaouakkil, Ahmed Chebak, Hicham Medromi, Laurent Deshayes, Salma Mourad)....Pages 243-255
 Multi-objective Optimization of Heterogeneous Vehicles Routing in the Case of Medical Waste Using Genetic Algorithm  (Mustapha Ahlaqqach, Jamal Benhra, Salma Mouatassim, Safia Lamrani)....Pages 256-269
 Safe and Optimal Path Planning for Autonomous UAV Using a Decomposition-Coordination Method  (Imane Nizar, Youssef Illoussamen, El Hossein Illoussamen, Mohammed Mestari)....Pages 270-282
 An Execution Time Comparison of Parallel Computing Algorithms for Solving Heat Equation  (Safa Belhaous, Zineb Hidila, Sohaib Baroud, Soumia Chokri, Mohammed Mestari)....Pages 283-295
Front Matter ....Pages 297-297
 Automatic Microservices Identification from a Set of Business Processes  (Mohamed Daoud, Asmae El Mezouari, Noura Faci, Djamal Benslimane, Zakaria Maamar, Aziz El Fazziki)....Pages 299-315
 Numerical Study of Damaged, Failure and Cracking of Concrete Beam Reinforced by Honeycomb Sandwich Panel Structures  (K. Essaadaoui, M. Ait El Fqih, M. Idiri, B. Boubeker)....Pages 316-325
Front Matter ....Pages 327-327
 Convolutional Neural Networks for Multimodal Brain MRI Images Segmentation: A Comparative Study  (Hicham Moujahid, Bouchaib Cherradi, Lhoussain Bahatti)....Pages 329-338
 Towards a New ICT Competency Framework Using Open Linked Data  (Meriem Hnida, Mohammed Khalidi Idrissi, Samir Bennani)....Pages 339-348
 An Overview of Gradient Descent Algorithm Optimization in Machine Learning: Application in the Ophthalmology Field  (Aatila Mustapha, Lachgar Mohamed, Kartit Ali)....Pages 349-359
Back Matter ....Pages 361-362