Digital Technologies and Applications

Artificial Intelligence, Machine Learning and Data Analysis

1. Front Matter

   Pages 1-1

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2. Elman and Feed-Forward Neural Networks with Different Training Algorithms for Solar Radiation Forecasting: A Comparison with a Case Study

   • Rachida Elmousaid, Younes Adnani, Achour El Hamdaouy, Rachid Elgouri

   Pages 3-12

3. An Artificial Neural Network Model Based on Non-linear Autoregressive Exogenous for Predicting the Humidity of a Greenhouse System

   • Chaimae Dada, Hafsa Hamidane, Mohamed Guerbaoui, Abdelali Ed-Dahhak, Abdeslam Lachhab

   Pages 13-22

4. Towards an Adaptive Learning Process Using Artificial Intelligence Technologies

   • Fatima Zohra Lhafra, Otman Abdoun

   Pages 23-32

5. Emotion Recognition of Facial Expressions with Deep Learning and Transfer Learning

   • Anouar Gmili, Khalid El Fazazy, Jamal Riffi, Mohamed Adnane Mahraz, Aziz Khamjane

   Pages 33-42

6. A Novel Approach to Intelligent Touristic Visits Using Bing Maps and Genetic Algorithms

   • Youssef Benchekroun, Hanae Senba, Khalid Haddouch

   Pages 43-53

7. Evaluating the Efficiency of Multilayer Perceptron Neural Network Architecture in Classifying Cognitive Impairments Related to Human Bipedal Spatial Navigation

   • Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Mohamed Zaoui, Alexander Castilla, Alain Berthoz et al.

   Pages 54-61

8. A Novel Real Time Electric Vehicles Smart Charging Approach Based on Artificial Intelligence

   • Mouaad Boulakhber, Ilham Sebbani, Youssef Oubail, Imad Aboudrar, Kawtar Benabdelaziz, Malika Zazi et al.

   Pages 62-72

9. Proposed Hybrid Model Recurrent Neural Network for Human Activity Recognition

   • Youssef Errafik, Adil Kenzi, Younes Dhassi

   Pages 73-83

10. Evaluation of CMIP5 and CMIP6 Performance in Simulating West African Precipitation

    • Boubacar Doumbia, Elijah Adefisan, Jerome Omotosho, Boris Thies, Joerg Bendix

    Pages 84-96

11. Knowledge Management, Tools and Activities

    • Ibtissam Assoufi, Ilhame El Farissi, Ilham Slimani

    Pages 97-104

12. The Interplay Between Social Science and Big Data Research: A Bibliometric Review of the Journal Big Data and Society, 2014–2021

    • Mohamed Behlouli, Mohamed Mamad

    Pages 105-113

13. Application of Machine Learning in Fused Deposition Modeling: A Review

    • Mohmed Achraf El Youbi El Idrissi, Loubna Laaouina, Adil Jeghal, Hamid Tairi, Moncef Zaki

    Pages 114-124

14. Prediction of Electrical Power of Ag/Water-Based PVT System Using K-NN Machine Learning Technique

    • Safae Margoum, Bekkay Hajji, Chaimae El Fouas, Oussama El Manssouri, Stefano Aneli, Antonio Gagliano et al.

    Pages 125-132

15. Evaluation of Machine Learning and Ensemble Methods for Complications Related to Port a Cath

    • Hanane El Oualy, Bekkay Hajji, Khadija Mokhtari, Mouhsine Omari, Hamid Madani

    Pages 133-142

16. Accuracy Improvement of Network Intrusion Detection System Using Bidirectional Long-Short Term Memory (Bi-LSTM)

    • Salmi Salim, Oughdir Lahcen

    Pages 143-152

17. Hand Gesture Recognition Using Machine Learning for Bionic Applications: Forearm Case Study

    • Oussama Lamsellak, Ahmad Benlghazi, Abdelaziz Chetouani, Abdelhamid Benali

    Pages 153-163

18. Detecting and Extracting Cocoa Pods in the Natural Environment Using Deep Learning Methods

    • Kacoutchy Jean Ayikpa, Diarra Mamadou, Sovi Guillaume Sodjinou, Abou Bakary Ballo, Pierre Gouton, Kablan Jérôme Adou

    Pages 164-174

19. Design of a New Strategy Based on Machine Learning to Improve the Energy Efficiency of Buildings

    • Kaoutar Talbi, Abdelghani El Ougli, Tidhaf Belkassem

    Pages 175-185