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ORCIDBDIoT 2021: Rabat, Morocco
- Mohamed Lazaar, Claude Duvallet, Abdellah Touhafi, Mohammed Al Achhab:
BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, Rabat, Morocco, March 17-18, 2021. Lecture Notes in Networks and Systems 489, Springer 2022, ISBN 978-3-031-07968-9
Big Data and Cloud Computing
- Moncef Garouani
, Mohamed Hamlich, Adeel Ahmad, Mourad Bouneffa, Grégory Bourguin, Arnaud Lewandowski:
Toward an Automatic Assistance Framework for the Selection and Configuration of Machine Learning Based Data Analytics Solutions in Industry 4.0. 3-15 - Btissam Bousarhane, Driss Bouzidi:
New Deep Learning Architecture for Improving the Accuracy and the Inference Time of Traffic Signs Classification in Intelligent Vehicles. 16-31 - Zouhaier Brahmia, Safa Brahmia, Fabio Grandi, Rafik Bouaziz:
Implicit JSON Schema Versioning Triggered by Temporal Updates to JSON-Based Big Data in the τJSchema Framework. 32-47 - Safae Bouzbita, Abdellatif El Afia:
A Fuzzy Meta Model for Adjusting Ant Colony System Parameters. 48-58 - Jalil Elhassouni, Abderrahim El Qadi:
Ontology Engineering Methodologies: State of the Art. 59-72 - Manal Tamir, Raddouane Chiheb, Fatima Ouzayd, Kawtar Retmi:
Conception of an Automatic Decision Support Platform Based on Cross-Sorting Methods and the Fuzzy Logic for General Use. 73-81
Cyber Security
- Abdelali Elkouay, Najem Moussa, Abdellah Madani:
Classification of URLs Using N-gram Machine Learning Approach. 85-99 - Hamza Belkhiri, Abderraouf Messai, André-Luc Beylot, Haider Farhi:
Denial of Service Attack Detection in Wireless Sensor Networks and Software Defined Wireless Sensor Networks: A Brief Review. 100-115 - Fouzia El Azzaby, Nabil El Akkad, Khalid Sabour, Samir Kabbaj:
An RGB Image Encryption Algorithm Based on Clifford Attractors with a Bilinear Transformation. 116-127 - Nada Mouchfiq, Ahmed Habbani, Chaimae Benjbara, Halim Berradi:
An Overview of Security in Vehicular Ad Hoc Networks. 128-140 - E. L. Khyati Bouchra, Abdellatif Ezzouhairi, Khalid Haddouch:
Adaptive Approach of Credit Card Fraud Detection Using Machine Learning Algorithms. 141-152 - Hamza Touil, Nabil El Akkad, Khalid Satori:
Homomorphic Method Additive Using Pailler and Multiplicative Based on RSA in Integers Numbers. 153-164
Deep Learning
- Mounia Mikram, Chouaib Moujahdi, Maryem Rhanoui, Majdouline Meddad, Asmaa Khallout:
Hybrid Deep Learning Models for Diabetic Retinopathy Classification. 167-178 - Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira:
Detection of Appliance-Level Abnormal Energy Consumption in Buildings Using Autoencoders and Micro-moments. 179-193 - Hichame Kabiri, Youssef Ghanou:
Predicting the Mode of Transport from GPS Trajectories. 194-207 - El Idrissi El-Bouzaidi Youssra, Otman Abdoun:
Application of Artificial Intelligence to X-ray Image-Based Coronavirus Diseases (COVID-19) for Automatic Detection. 208-220
E-Learning
- Anoir Lamya, Khaldi Mohamed, Erradi Mohamed:
Personalization Between Pedagogy and Adaptive Hypermedia System. 223-234 - Zargane Kawtar, Khaldi Mohamed, Erradi Mohamed:
Collaboration in Adaptive E Learning. 235-244 - Kaouni Mouna, Fatima Lakrami, Ouidad Labouidya:
A Review of the State of Higher Education in MOROCCO at the Time of Covid-19. 245-260
Internet of Things
- Mohammed Abadi, Chaimae Abadi, Asmae Abadi, Hussain Ben-Azza:
Digital Twin-Driven Approach for Smart Industrial Product Design. 263-273 - Imane Choukri, Hatim Guermah, Mahmoud Nassar:
Towards a Generic Architecture of Context-Aware and Intentional System. 274-285 - Wayoud Bouzeraib, Afifa Ghenai, Nadia Zeghib:
A Smart Healthcare Imbalanced Classes Model Using Multi Conditional-Task GAN. 286-299
Machine Learning
- Soukaina Bouhsissin, Nawal Sael, Faouzia Benabbou:
Prediction of Risks in Intelligent Transport Systems. 303-316 - Houda Mezouar, Abdellatif El Afia:
A Systematic Literature Review of Machine Learning Applications in Software Engineering. 317-331 - Faouzia Benabbou, Nawal Sael, Imad Herchy:
Machine Learning for Used Cars Price Prediction: Moroccan Use Case. 332-346 - Zbakh Mourad, Noura Aknin, Chrayah Mohamed, Elkadiri Kamal Eddine:
Improving Team Performance by Using Clustering and Features Reduction Techniques. 347-361 - Lamiae Eloutouate, Fatiha Elouaai, Hicham Gibet Tani, Mohammed Bouhorma:
Home Automation and Machine Learning Models for Health Monitoring. 362-372 - El Mostafa Jaouhar, Said El Kafhali, Youssef Saadi:
A Study of Machine Learning Based Approach for Hotels' Matching. 373-384
Natural Processing Language
- Latifa Rassam, Ahmed Zellou, Taoufiq Rachad:
Empirical Study: What is the Best N-Gram Graphical Indexing Technique. 387-398 - Nouhaila Bensalah, Habib Ayad, Abdellah Adib, Abdelhamid Ibn El Farouk:
Transformer Model and Convolutional Neural Networks (CNNs) for Arabic to English Machine Translation. 399-410 - Youssra Zahidi, Yacine El Younoussi, Yassine Al-Amrani:
An Overview of Word Embedding Models Evaluation for Arabic Sentiment Analysis. 411-427 - Iman El Mir, Said El Kafhali, Abdelkrim Haqiq:
A Hybrid Learning Approach for Text Classification Using Natural Language Processing. 428-439 - Lahbib Ajallouda, Fatima Zahra Fagroud, Ahmed Zellou, El Habib Benlahmar:
Automatic Key-Phrase Extraction: Empirical Study of Graph-Based Methods. 440-456 - Boutaina Hdioud, Mohammed El Haj Tirari:
Sentiment Analysis of Moroccan Dialect Using Deep Learning. 457-466
Reinforcement Learning
- Mohamed Zouidine, Mohammed Khalil, Abdelhamid Ibn El Farouk:
Policy Gradient for Arabic to English Neural Machine Translation. 469-480 - Saif Islam Bouderba, Najem Moussa:
Dilemma Game at Unsignalized Intersection with Reinforcement Learning. 481-491 - Houda Mezouar, Abdellatif El Afia:
Toward a Self-adaptive Supply Chains: L-SCOR Implementation Proposal, and Case Studies Methodology Proposal. 492-500 - Houda Mezouar, Abdellatif El Afia:
The Retirement Supply Chain Improvement Using L-SCOR. 501-514
Social Media and Information Systems
- Redwane Nesmaoui, Mouad Louhichi, Mohamed Lazaar:
A Hybrid Machine Learning Method for Movies Recommendation. 517-528 - Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia:
On the Sensitivity of LSTMs to Hyperparameters and Word Embeddings in the Context of Sentiment Analysis. 529-542 - Yassine Afoudi, Mohamed Lazaar, Mohammed Al Achhab, Hicham Omara:
Improved Content Based Filtering Using Unsupervised Machine Learning on Movie Recommendation. 543-555 - Kawtar Najmani, Lahbib Ajallouda, El Habib Benlahmar, Nawal Sael, Ahmed Zellou:
The Impact of the k-Nearest Neighbor Parameters in Collaborative Filtering Recommender Systems. 556-567 - Yasmine Lahlou, Sanaa El Fkihi, Rdouan Faizi:
Automatic Detection of Fake News on Twitter by Using a New Feature: User Credibility. 568-580 - Oussama Hebroune, Lamia Benhiba:
User-Enriched Embedding for Fake News Detection on Social Media. 581-599
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