Lecture Notes in Real-Time Intelligent Systems

Description

The second volume of the book series highlights works presented at the 2nd International Conference on Real Time Intelligent Systems, held in Casablanca on October 18-20, 2017​. The book offers a comprehensive, practical review of the state-of-the-art in designing and implementing real-time intelligent computing for the areas within the conference’s scope such as robotics, intelligent alert systems, IoT, remote access control, multi-agent systems, networking, mobile smart systems, crowdsourcing, broadband systems, cloud computing, streaming data and many other applications. Research in real-time computing supports decision making in dynamic environments. Some examples include ABS, FBW flight control, automatic air-conditioning, etc. Intelligent computing relies heavily on artificial intelligence (AI) to make computers act for humans. The authors are confident that the solutions discussed in this book will provide a unique source of information and inspiration for researchers working in AI, distributed coding algorithms or smart services and platforms, and for IT professionals, who can integrate the proposed methods into their practice. Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Modeling, Design and Development of a Multi-agent Decision Support System for the Real-Time Control of the Operating Theaters (Fatima Taif, Abedelwahed Namir, Mohamed Azouazi)....Pages 3-16 Applying Data Analytics and Cumulative Accuracy Profile (CAP) Approach in Real-Time Maintenance of Instructional Design Models (Mohamed Housni, Abdelwahed Namir, Mohammed Talbi, Nadia Chafiq)....Pages 17-25 A Meta-model for Real-Time Embedded Systems (Soukaina Moujtahid, Abdessamad Belangour, Abdelaziz Marzak)....Pages 26-34 An Efficient Traffic Monitoring Model Using a Stream Processing Platform Based on Smart Highways Events Generator (Abdelaziz Daaif, Omar Bouattane, Mohamed Youssfi, Sidi Mohamed Snineh)....Pages 35-44 Design of Sunflower System Based on Shape Memory Alloy Actuator (Amine Riad, Mouna Benzohra, Mohamed Mansouri, Abdelelah Alhamany)....Pages 45-54 Penalized Latent Class Model for Clustering with Application to Variable Selection (Abdelghafour Talibi, Boujemâa Achchab, Ahmed Nafidi, Ramón Gutiérrez-Sánchez)....Pages 55-65 Front Matter ....Pages 67-67 Storing RDF Data into Big Data NoSQL Databases (Mouad Banane, Abdessamad Belangour, Labriji El Houssine)....Pages 69-78 Mixed-Profiling Recommender Systems for Big Data Environment (Siham Yousfi, Maryem Rhanoui, Dalila Chiadmi)....Pages 79-89 A Review of Scalable Algorithms for Frequent Itemset Mining for Big Data Using Hadoop and Spark (Yassir Rochd, Imad Hafidi, Bajil Ouartassi)....Pages 90-99 An Analytic Hierarchy Process Based Comparative Study of Web Data Extraction Approaches (Said Sadik, Abdessamad Belangour, Abdelaziz Marzak)....Pages 100-110 A New Vision for Multilingual Architecture (Kawtar J’Nini, Faouzia Benabbou, Nawal Sael)....Pages 111-119 Front Matter ....Pages 121-121 Using Continuous Hopfield Neural Network for Choice Architecture of Probabilistic Self-Organizing Map (Nour-Eddine Joudar, En-naimani Zakariae, Mohamed Ettaouil)....Pages 123-133 The Hybrid Framework for Multi-objective Evolutionary Optimization Based on Harmony Search Algorithm (Iyad Abu Doush, Mohammad Qasem Bataineh, Mohammed El-Abd)....Pages 134-142 New Prior Model for Bayesian Neural Networks Learning and Application to Classification of Tissues in Mammographic Images (Hassan Ramchoun, Mohamed Ettaouil)....Pages 143-153 Multilayer Perceptron: NSGA II for a New Multi-objective Learning Method for Training and Model Complexity (Kaoutar Senhaji, Hassan Ramchoun, Mohamed Ettaouil)....Pages 154-167 A New Quasi-Cyclic Majority Logic Codes Constructed from Disjoint Difference Sets by Genetic Algorithm (Karim Rkizat, Said Nouh, Mohammed Lahmer, Mostafa Belkasmi)....Pages 168-177 Prediction of Coordinate Measuring Machines Geometric Errors by Measuring a Ball Step-Gauge (Loubna Laaouina, Abdelhak Nafi, Ahmed Mouchtachi)....Pages 178-186 Front Matter ....Pages 187-187 Hierarchical Load Balancing Strategy in Cloud Environment (Amal Zaouch, Faouzia Benabbou)....Pages 189-195 Impact of Hybrid Virtualization Using VM and Container on Live Migration and Cloud Performance (Oussama Smimite, Karim Afdel)....Pages 196-208 IoT Interoperability Architectures: Comparative Study (Rachida Ait Abdelouahid, Loubna Chhiba, Abdelaziz Marzak, Abdelaziz Mamouni, Nawal Sael)....Pages 209-215 Collaborative and Communicative Logistics Flows Management Using the Internet of Things (Loubna Terrada, Jamila Bakkoury, Mohamed El Khaili, Azeddine Khiat)....Pages 216-224 Performance Analysis of Internet of Things Application Layer Protocol (Manel Houimli, Laid Kahloul, Siham Benaoune)....Pages 225-234 Front Matter ....Pages 235-235 Simulation Automation of Wireless Network on Opnet Modeler (Hafsa Ait Oulahyane, Ayoub Bahnasse, Mohamed Talea, Fatima Ezzahraa Louhab, Adel Al Harbi)....Pages 237-249 Smart SDN Policy Management Based VPN Multipoint (Adel Alharbi, Ayoub Bahnasse, Mohamed Talea, Hafsa Ait Oulahyane, Fatima Ezzahraa Louhab)....Pages 250-263 Towards Smart Software Defined Wireless Network for Quality of Service Management (Azeddine Khiat, Ayoube Bahnasse, Mohamed El Khaili, Jamila Bakkoury, Fatima Ezzahraa Louhab)....Pages 264-274 Transformation of High Level Specification Towards nesC Code (Sara Houhou, Laid Kahloul, Saber Benharzallah, Roufaida Bettira)....Pages 275-284 Flexible Mobile Network Service Chaining in an NFV Environment: IMS Use Case (Youssef Seraoui, Mostafa Belmekki, Mostafa Bellafkih, Brahim Raouyane)....Pages 285-299 Performance Analysis of the Vertical Handover Across Wifi/3G Networks Based on IEEE 802.21 (Mohamed Lahby, Abderrahim Sekkaki)....Pages 300-310 Front Matter ....Pages 311-311 A New Encryption Scheme to Perform Smart Computations on Encrypted Cloud Big Data (Ahmed El-Yahyaoui, Mohamed Dafir Ech-Cherif El Kettani)....Pages 313-320 New Real Time Method for Air Traffic Control Based on the Blocking Area (Sallami Chougdali, Khalifa Mansouri, Mohamed Youssfi, Youssef Balouki)....Pages 321-331 The Data Mining: A Solution for Credit Card Fraud Detection in Banking (Hafsa El-kaime, Mostafa Hanoune, Ahmed Eddaoui)....Pages 332-341 Internet of Breath (IoB): Integrative Indoor Gas Sensor Applications for Emergency Control and Occupancy Detection (Simon Fong, Chintan Bhatt, Dmitry Korzun, Shuang-Hua Yang, Lili Yang)....Pages 342-359 Implementation of an Hierarchical Hybrid Intrusion Detection Mechanism in Wireless Sensor Network Based on Energy Management (Lamyaa Moulad, Hicham Belhadaoui, Mounir Rifi)....Pages 360-377 A New Medical Image Processing Approach for the Security of Cloud Services (Mbarek Marwan, Ali Kartit, Hassan Ouahmane)....Pages 378-392 Front Matter ....Pages 393-393 Introduction to Sociology of Moroccan Online Social Networks: Evolution Analysis of the Moroccan Community Activity on Facebook (Jaafar Idrais, Yassine El Moudene, Abderrahim Sabour)....Pages 395-408 Introduction to Sociology of Online Social Networks in Morocco. Data Acquisition Process: Results and Connectivity Analysis (Yassine El Moudene, Jaafar Idrais, Abderrahim Sabour)....Pages 409-418 Designing Middleware over Real Time Operating System for Mobile Robot (M. A. Rabbah, N. Rabbah, H. Belhadaoui, M. Rifi)....Pages 419-425 Sensor Fault Detection and Isolation for a Robot Manipulator Based on High-Gain Observers (Khaoula Oulidi Omali, M. Nabil Kabbaj, Mohammed Benbrahim)....Pages 426-435 Physiological Signals Based Automobile Drivers’ Stress Levels Detection Using Shape and Texture Feature Descriptors: An Experimental Study (Abdultaofeek Abayomi, Oludayo O. Olugbara, Delene Heukelman, Emmanuel Adetiba)....Pages 436-447 Two New Fast and Efficient Hard Decision Decoders Based on Hash Techniques for Real Time Communication Systems (M. Seddiq El Kasmi Alaoui, Said Nouh, Abdelaziz Marzak)....Pages 448-459 Front Matter ....Pages 461-461 Content-Based Image Retrieval Using Convolutional Neural Networks (Ouhda Mohamed, El Asnaoui Khalid, Ouanan Mohammed, Aksasse Brahim)....Pages 463-476 A New Theoretical Pattern Based on a Methods Database for Dynamic Images Encryption (Faiq Gmira, Wafae Sabbar, Said Hraoui, Abderrahmane Jarrar Ouilidi)....Pages 477-484 Convolutional Neural Networks for Human Activity Recognition in Time and Frequency-Domain (Lamyaa Sadouk, Taoufiq Gadi)....Pages 485-496 Analytical View of Augmenting Coarse Cloth Simulations with Wrinkles (Abderrazzak Ait Mouhou, Abderrahim Saaidi, Majid Ben Yakhlef, Khalid Abbad)....Pages 497-507 Is Stemming Beneficial for Learning Better Arabic Word Representations? (Ismail El Bazi, Nabil Laachfoubi)....Pages 508-517 Arabic Sign Language Alphabet Recognition Methods Comparison, Combination and Implementation (Mohamed Youness Ftichi, Abderrahim Benabbou, Khalid Abbad)....Pages 518-524 Back Matter ....Pages 525-526