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Depot Institutionnel de l'UMBB >
Browsing by Subject Machine learning
Showing results 1 to 20 of 44
| Date de publication | Titre | Auteur(s) | | 2024 | Antenna selection in massive MIMO using machine learning | Cherigui, Rahma; Bouazabia, Sarah; Boutellaa, Elhocine (Supervisor) |
| 2021 | Application of supervised machine learning methods on the multidimensional knapsack problem | Rezoug, Abdellah; Bader-el-den, Mohamed; Boughaci, Dalila |
| 2024 | ArabAlg: A new Dataset for Arabic Speech Command Recognition for Machine Learning Applications | Oukas, Nourredine; Haboussi, Samia; Maiza, Chafik; Benslimane, Nassim |
| 2024 | Artificial Intelligence Technique in earth sciences for porosity prediction in shaly petroleum reservoir from geophysical well-logs data. Application to Hassi R'mel field, Algeria | Aliouane, Leila; Ouadfeul, Sid-ali |
| 2024 | Bearing faults classification using a new approach of signal processing combined with machine learning algorithms | Gougam, Fawzi; Afia, Adel; Soualhi, Abdenour; Touzout, Walid; Rahmoune, Chemseddine; Benazzouz, Djamel |
| 2023 | Building and implementing a customer service chatbot based on rules and machine learning approaches | Bouguelia, Anis; Guerbai, Yasmine (Promoteur) |
| 2023 | Classification of Left/Right Hand and Foot Movements from EEG using Machine Learning Algorithms | Cherifi, Dalila; Berghouti, Baha Eddine; Boubchir, Larbi |
| 2024 | Computer numerical control machine tool wear monitoring through a data-driven approach | Gougam, Fawzi; Afia, Adel; Ait Chikh, Mohamed Abdessamed; Touzout, Walid; Rahmoune, Chemseddine; Benazzouz, Djamel |
| 2023 | Conception et réalisation d’un agent conversationnel (chatbot) pour les étudiants de l’UMBB | Dahmani, Hanane; Mechid, Samira (Promoteur) |
| 2023 | Contribution of artificial intelligence to the geological mapping of the SILET region (Western Hoggar) using aero-geophysical and satellite data | Elbegue, Aref Abderrahmane; Allek, Karim(Directeur de thèse) |
| 2022 | Deep learning VS machine learning pour la vérification des signatures hors ligne | Chekiane, Mohamed Ayoub; Boukhetaia, Sami |
| 2024 | Development of an expert-informed rig state classifier using naive bayes algorithm for invisible loss time measurement | Youcefi, Mohamed Riad; Boukredera, Farouk Said; Ghalem, Khaled; Hadjadj, Ahmed; Ezenkwu, Chinedu Pascal |
| 2023 | Diabetic retinopathy detection using convolutional Neural networks | Bida, Manel; Bouaraki, Wissam; Guerbai, Yasmine (Promoteur) |
| 2025 | Electrical systems faults diagnosis based on thermography and machine learning techniques | Mahami, Amine; Benazzouz, Djamel(Directeur de thèse) |
| 2023 | Enhancing air compressors multi fault classification using new criteria for Harris Hawks optimization algorithm in tandem with MODWPT and LSSVM classifier | Rahmoune, Chemseddine; Amine Sahraoui, Mohammed; Gougam, Fawzi; Zair, Mohamed; Meddour, Ikhlas |
| 2024 | Enhancing Porosity Prediction in Reservoir Characterization through Ensemble Learning: A Comparative Study between Stacking, Bayesian Model Optimization, Boosting, and Random Forest | Youcefi, Mohamed Riad; Alshokri, Ayman Inamat; Boussebci, Walid; Ghalem, Khaled; Hadjadj, Asma |
| 2022 | Geological mapping using extreme gradient boosting and the deep neural networks : application to silet area, central Hoggar, Algeria | Elbegue, Abderrahmane Aref; Allek, Karim; Zeghouane, Hocine |
| 2024 | Hyperspectral image classification a comparative analysis of machine learning and deep learning approaches | Rekia, Lotfi; Sandjak, Soumia; Daamouche, ,Abdelhamid ( Supervisor). |
| 2022 | Improving condtion-based maintenance of a naval propulsion plants using ensemble learning | Chekhchoukh, Djaafar; Rahmoune, Chemseddine(Promoteur) |
| 2024 | Intelligent multi-fault identification and classification of defective bearings in gearbox | Damou, Ali; Ratni, Azeddine; Benazzouz, Djamel |
Showing results 1 to 20 of 44
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