Research in Computer Science 17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24–26, 2024, Proceedings /
This book constitutes the refereed proceedings of the 17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, in Bejaïa, Algeria, in November 23-26, 2024. The 25 full papers included in this book were carefully reviewed and selected from 90 submissions. The confer...
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| Diğer Yazarlar: | , , |
| Materyal Türü: | Elektronik Ekitap |
| Dil: | İngilizce |
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Springer Nature Switzerland : Imprint: Springer,
2025.
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| Edisyon: | 1st ed. 2025. |
| Seri Bilgileri: | Communications in Computer and Information Science,
2462 |
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| Online Erişim: | https://doi.org/10.1007/978-3-031-88226-5 |
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İçindekiler:
- -- Natural gas consumption forecasting based on weighted ensemble learning.
- Machine learning trust prediction using localized nodes characteristics.
- A Data-Driven Wildfire Forecasting: Case study of Algeria.
- Multi-Aggregation Strategies in Ensemble-Based Machine Learning and Deep Learning Models for Cough-Based COVID-19 Detection.
- Benchmark Analysis of Time Series Models for Malaria Trends in the Adamawa Region (Cameroon).
- A low-ressource language dataset: Moore Natural Emotions Speech Dataset.
- Automatic pure speech files detection using MFCC+F0 features and LSTM classifier in multilingual context for low-resource languages.
- ShipFPN: New Feature Pyramid Network Architecture for Object Detection in High-Resolution Satellite Images: Application to Ship Detection.
- New approach based on alliances in graphs for image segmentation: application to breast MR images.
- Identification of Non-Plant Elements in Herbarium Images Using YOLO.
- A Service Composition Engine for Incremental Computation.
- Expressiveness of the LSAWfP Workflow Language Compared to BPMN.
- Formal Verification of Deep Learning Matrix Calculus.
- Addressing Input/Output composition through Open Automata representation.
- Clustering for Performance Optimization in Vehicular Ad-hoc NETworks: A Comprehensive Survey.
- Functional Sparse Data Clustering using Conditional Expectation PACE Method.
- Hierarchical Sparse Subspace K-Means.
- HW/SW Co-design Implementation of Elliptic Curve Digital Signature Algorithm for Blockchain Network 29.
- Intrusion recognition coupled with a heuristic attributes selection method using neural networks.
- New heuristic order based on tree-decomposition for solving CSPs.
- The fair OFDMA-FD MAC for 802.11be and 802.11ax.
- GPU-based Support Vector Machine using Artificial Orca Algorithm for Intrusion Detection Systems.
- Improved photometric stereo based on Bee Swarm Optimization BSO algorithm.
- Modelling Behavior of Microbiota Metabolic Network Subject to Diets.
- Imbalanced Data Classification using Synthetic Minority Oversampling Technique in stages for a Rice Dataset.
- Adversarial Attacks and Defense Mechanisms in Computer Vision: a Comprehensive Survey.
- Early Diabetic Retinopathy Detection with Vision Transformers and Optimized Data Preprocessing.
- Enhanced TSCH Protocol for IoT and Industry 4.0 Applications.
- A modified remora optimisation for optimal localisation of weather radars network over an airspace.
- A Low-Resource Language Translation: French To Moor´.
- A Hybrid Model Based on State-ANFIS And Particle Swarm Optimization Algorithm For Short-term Load Forecasting.