Artificial Intelligence and Industrial Applications: Artificial Intelligence Techniques for Cyber-Physical, Digital Twin Systems and Engineering Applications

✍ Scribed by Tawfik Masrour, Ibtissam El Hassani, Anass Cherrafi

• Publisher: Springer International Publishing;Springer
• Year: 2021
• Tongue: English
• Leaves: 341
• Series: Lecture Notes in Networks and Systems 144
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book gathers selected papers from Artificial Intelligence and Industrial Applications (A2IA’2020), the first installment of an annual international conference organized by ENSAM-Meknes at Moulay Ismail University, Morocco.

The 29 papers presented here were carefully reviewed and selected from 141 submissions by an international scientific committee. They address various aspects of artificial intelligence such as digital twin, multiagent systems, deep learning, image processing and analysis, control, prediction, modeling, optimization and design, as well as AI applications in industry, health, energy, agriculture, and education.

The book is intended for AI experts, offering them a valuable overview and global outlook for the future, and highlights a wealth of innovative ideas and recent, important advances in AI applications, both of a foundational and practical nature. It will also appeal to non-experts who are curious about this timely and important subject.

✦ Table of Contents

Front Matter ....Pages i-xviii
Efficient Pore Network Extraction Method Based on the Distance Transform (Adam Hammoumi, Maxime Moreaud, Elsa Jolimaitre, Thibaud Chevalier, Alexey Novikov, Michaela Klotz)....Pages 1-13
A Study of Energy Reduction Strategies in Renewable Hybrid Grid (Chahinaze Ameur, Sanaa Faquir, Ali Yahyaouy)....Pages 14-25
DFS Response Time Prediction Using the Techniques of “Deep Learning” (Akram Elomari, Larbi Hassouni, Abderrahim Maizate)....Pages 26-35
Spam Filtering System Based on Nearest Neighbor Algorithms (Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi)....Pages 36-46
A Robust Control of Permanent Magnet Synchronous Generator Based Wind Energy Conversion System via Online-Tuned Artificial Neural Network Compensators (Mohsin Beniysa, Aziz El Janati El Idrissi, Adel Bouajaj, Mohammed Réda Britel)....Pages 47-60
Classification and Watermarking of Brain Tumor Using Artificial and Convolutional Neural Networks (Youssef Douzi, Tarik Hajji, Mohammed Benabdellah, Abdelmalek Azizi, Tawfik Masrour)....Pages 61-77
Machine Learning Application for Blood Pressure Telemonitoring over Wireless Sensors Network (A. El Attaoui, S. Largo, A. Jilbab, A. Bourouhou)....Pages 78-90
TRNSYS Simulation of a Solar Cooling System Under Oujda Climate (Sara El Hassani, Hanane Ait Lahoussine, Hamid Amaoui, Mohammed Amine Moussaoui, Ahmed Mezrhab)....Pages 91-98
Fuzzy Logic Based Intelligent Vertical Handover Decision in Heterogeneous Networks (Saida Driouache, Najib Naja, Abdellah Jamali)....Pages 99-109
Toward Intelligent Solution to Identify Learner Attitude from Source Code (Zakaria Itahriouan, Nisserine El Bahri, Samir Brahim Belhaouari, Hajji Tarik, Mohamed Ouazzani Jamil)....Pages 110-118
A New Method to Analysis of Internet of Things Malware Using Image Texture Component and Machine Learning Techniques (Saloua Senhaji, Sanaa Faquir, Fidae Harchli, Hajji Tarik, Mohammed Ouazzani Jamil)....Pages 119-125
Optimization of the SLM Process by Printing a Test Tray in AlSi7Mg06 (Faraj Zainab, Aboussaleh Mohamed, Zaki Smail)....Pages 126-134
Mining Online Opinions and Reviews Using Bi-LSTM for Reputation Generation (Achraf Boumhidi, Abdessamad Benlahbib, El Habib Nfaoui)....Pages 135-144
Theme Identification for Linked Medical Data (Siham Eddamiri, Elmoukhtar Zemmouri, Asmaa Benghabrit)....Pages 145-157
A Proposal for a Deep Learning Model to Enhance Student Guidance and Reduce Dropout (Mouhcine Sabri, Jaber El Bouhdidi, Mohamed Yassin Chkouri)....Pages 158-165
EduBot: An Unsupervised Domain-Specific Chatbot for Educational Institutions (Md. Abdullah Al Muid, Md. Masum Reza, Ruhullah Bin Kalim, Nayeem Ahmed, Md. Tarek Habib, Md. Sadekur Rahman)....Pages 166-174
SQL Generation from Natural Language Using Supervised Learning and Recurrent Neural Networks (Youssef Mellah, El Hassane Ettifouri, Abdelkader Rhouati, Walid Dahhane, Toumi Bouchentouf, Mohammed Ghaouth Belkasmi)....Pages 175-183
An Intelligent Power Distribution Management with Dynamic Selection in Smart Building Based on Prosumers Classification and an Intelligent Controller (Yassin Bendriss, Youssef Hamdaoui, Fatima Guerouate)....Pages 184-199
Conceptual Architecture of AI-Enabled IoT System for Knee Rehabilitation Exercises Telemonitoring (Mohamed El Fezazi, Atman Jbari, Abdelilah Jilbab)....Pages 200-209
A WBAN Platform for Healthcare: Real-Time Remote Monitoring of Human Vital Parameters (Elhoussaine Baba, Abdelilah Jilbab, Ahmed Hammouch)....Pages 210-219
Energy Management Strategy of a Fuel-Cell Electric Vehicle Based on Wavelet Transform (Nada Rifai, Jalal Sabor, Chakib Alaoui)....Pages 220-235
Natural Language Processing: Challenges and Future Directions (Zakaria Kaddari, Youssef Mellah, Jamal Berrich, Mohammed G. Belkasmi, Toumi Bouchentouf)....Pages 236-246
A Genetic Algorithm Based Optimal Sizing Strategy for PV/Battery/Hydrogen Hybrid System (Nouhaila Lazaar, Eyman Fakhri, Mahmoud Barakat, Jalal Sabor, Hamid Gualous)....Pages 247-259
Data Mining Model for Student Internship Placement Using Modified Case Based Reasoning (Ferddie Quiroz Canlas)....Pages 260-269
PIL Implementation of Adaptive Gain Sliding Mode Observer and ANN for SOC Estimation (Yahia Mazzi, Hicham Ben Sassi, Fatima Errahimi, Najia Es-Sbai)....Pages 270-278
Enhancing the Energy Performance of Passive Building Through the Internet of Things (El Mehdi El Khattabi, Omar Diouri, Mohamed Mharzi, Mohammed Ouazzani Jamil)....Pages 279-286
Modelling and Optimization of Stirling Engine for Waste Heat Recovery from Cement Plant Based on Adiabatic Model and Genetics Algorithms (Kaoutar Laazaar, Noureddine Boutammachte)....Pages 287-296
Embedded Skin Cancer Detection and Classification on Raspberry Pi (Khihel Ibrahim, Youssef Filali, My Abdelouahed Sabri, Abdellah Aarab)....Pages 297-306
Design Approach for Assembly Lines Reconfiguration Process (Zakaria Moukkar, Aline Cauvin, Alain Ferrarini)....Pages 307-322
Back Matter ....Pages 323-324

✦ Subjects

Engineering; Computational Intelligence