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Research in computer science = 17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Research in computer science/ edited by Djamil Aissani, Kamel Barkaoui, Mathieu Roche.
其他題名:	17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /
其他題名:	CARI 2024
其他作者:	Aissani, Djamil.
團體作者:	African Conference on Research in Computer Science and Applied Mathematics
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xvii, 426 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Computer science - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-88226-5
ISBN:	9783031882265

Research in computer science = 17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /
Research in computer science17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /[electronic resource] :CARI 2024edited by Djamil Aissani, Kamel Barkaoui, Mathieu Roche. - Cham :Springer Nature Switzerland :2025. - xvii, 426 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,24621865-0937 ;. - Communications in computer and information science ;2462..

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.

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.

ISBN: 9783031882265

Standard No.: 10.1007/978-3-031-88226-5doiSubjects--Topical Terms:

606819
Computer science
--Congresses.

LC Class. No.: QA75.5

Dewey Class. No.: 004

Research in computer science = 17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /
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