04809nam a22006135i 4500 978-3-031-63110-8 DE-He213 20251030112338.0 cr nn 008mamaa 240628s2024 sz | s |||| 0|eng d 9783031631108 978-3-031-63110-8 10.1007/978-3-031-63110-8 doi Q325.5-.7 UYQM bicssc MAT029000 bisacsh UYQM thema Research in Computer Science [electronic resource] : 6th Conference, CRI 2023, Yaounde, Cameroon, December 12–13, 2023, Proceedings / edited by Paulin Melatagia Yonta, Kamel Barkaoui, René Ndoundam, Omer-Blaise Yenke. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. X, 191 p. 73 illus., 61 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2085 -- Convolutional neural network based detection approach of undesirable SMS (Short Message Service) in the Cameroonian context. -- Time aware implicit social influence estimation to enhance recommender systems performances. -- Analysis of COVID-19 coughs: From the mildest to the most severe form, a realistic classification using deep learning. -- SLCDeepETC : An On-Demand Analysis Ready Data pipeline on Sentinel-1 Single Look Complex for Deep Learning. -- Robusness of image classification on imbalanced datasets using capsules networks. -- Application of the multilingual acoustic representation model XLSR-53 for the transcription of Ewondo. -- Self-supervised and multilingual learning applied to the Wolof, Swahili and Fongbe. -- Explaining Meta-learner’s Predictions: case of corporate CO2 emissions. -- Building and validating an ontology for public procurement : The case of Cameroon. -- A Hybrid Algorithm Based on Tabu Search and K-means for Solving The Traveling Salesman Problem. -- Hybridization Of A Recurrent Neural Network By Quadratic Programming For Combinatory Optimization. -- A New Hybrid Algorithm Based on Ant Colony and Neural Networks with Attention Mechanism for Solving the Traveling Salesman Problem. -- Recurrent Neural Network Parallelization for Hate Messages Detection. -- Two high capacity text steganography schemes based on color coding. -- Integration of the triple block data security model based on distributed crypto-steganography in a distributed system. This book constitutes the refereed proceedings of the 6th Conference on Research in Computer Science, CRI 2023, held in Yaounde, Cameroon, during December 12-13, 2023. The 16 full papers included in this book were carefully reviewed and selected from 72 submissions. The CRI 2023 proceedings focus on artificial intelligence, machine learning, natural language processing, computer vision, cryptography and distributed computing. Machine learning. 55059 Natural language processing (Computer science). 65131 Image processing. Software engineering. 33953 Computer networks Security measures. 63949 Machine Learning. 55059 Natural Language Processing (NLP). 66164 Image Processing. Software Engineering. 33953 Mobile and Network Security. 66379 Melatagia Yonta, Paulin. editor. (orcid)0000-0003-3479-2627 https://orcid.org/0000-0003-3479-2627 edt http://id.loc.gov/vocabulary/relators/edt 79517 Barkaoui, Kamel. editor. (orcid)0000-0001-7175-0448 https://orcid.org/0000-0001-7175-0448 edt http://id.loc.gov/vocabulary/relators/edt 79518 Ndoundam, René. editor. (orcid)0000-0003-1105-762X https://orcid.org/0000-0003-1105-762X edt http://id.loc.gov/vocabulary/relators/edt 79519 Yenke, Omer-Blaise. editor. (orcid)0000-0001-9670-1001 https://orcid.org/0000-0001-9670-1001 edt http://id.loc.gov/vocabulary/relators/edt 79520 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031631092 Printed edition: 9783031631115 Communications in Computer and Information Science, 1865-0937 ; 2085 66508 https://doi.org/10.1007/978-3-031-63110-8 ZDB-2-SCS ZDB-2-SXCS 61108 61108