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Full Description
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 conference covers a range of subjects, including optimization and heuristics, cluster analysis, reactive systems, information security, natural language and speech processing, computer Vision and image processing, machine learning and deep learning.
Contents
.- 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.
