Research in Computer Science
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.
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Content
.- 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.