國立高雄大學圖資館 |

Language: English

Back

Research in computer science17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Research in computer scienceedited by Djamil Aissani, Kamel Barkaoui, Mathieu Roche.
Reminder of title:	17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /
remainder title:	CARI 2024
other author:	Aissani, Djamil.
corporate name:
Published:	Cham :Springer Nature Switzerland :2025.
Description:	xvii, 426 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computer science
Online resource:	https://doi.org/10.1007/978-3-031-88226-5
ISBN:	9783031882265$q(electronic bk.)

Research in computer science17th 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 ;229..

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$q(electronic bk.)

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

252805
Computer science

LC Class. No.: QA75.5

Dewey Class. No.: 004

Research in computer science17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings /
LDR:04452nmm a2200349 a 4500 001 677404
003 DE-He213
005 20250421130214.0
006 m d
007 cr nn 008maaau
008 251021s2025 sz s 0 eng d
020 $a 9783031882265$q(electronic bk.)
020 $a 9783031882258$q(paper)
024 7 $a 10.1007/978-3-031-88226-5 $2 doi
035 $a 978-3-031-88226-5
040 $a GP $c GP
041 0 $a eng
050 4 $a QA75.5
072 7 $a UY $2 bicssc
072 7 $a COM000000 $2 bisacsh
072 7 $a UY $2 thema
082 0 4 $a 004 $2 23
090 $a QA75.5 $b .A258 2024
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Research in computer science $h [electronic resource] : $b 17th African Conference on Research in Computer Science and Applied Mathematics, CARI 2024, Bejaïa, Algeria, November 24-26, 2024 : proceedings / $c edited by Djamil Aissani, Kamel Barkaoui, Mathieu Roche.
246 3 $a CARI 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xvii, 426 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2462
505 0 $a 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.
520 $a 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.
650 0 $a Computer science $3 252805
650 1 4 $a Computer Science. $3 212513
700 1 $a Aissani, Djamil. $3 990967
700 1 $a Barkaoui, Kamel. $3 280198
700 1 $a Roche, Mathieu. $3 682947
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-3-031-88226-5
950 $a Computer Science (SpringerNature-11645)