Overview

This book constitutes the proceedings of the 6th International Conference on Business Intelligence, CBI 2021, which took place in Beni Mellal, Morocco, during May 27-29, 2021.The 26 full and 6 poster papers included in this book were carefully reviewed and selected from a total of 60 submissions. They were organized in topical sections as follows: decision support, information systems and NLP; big data, datamining, Web services and Web semantics; optimization and decision support; signal, image and vision computing; networking, cloud computing and networking architectures in cloud.

Full Product Details

Author:   Mohamed Fakir ,  Mohamed Baslam ,  Rachid El Ayachi
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
Volume:   416
Weight:   0.706kg
ISBN:  

9783030765071

ISBN 10:   3030765075
Pages:   445
Publication Date:   16 May 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Decision support, information systems and NLP (full papers).- Part-of-Speech Tagging using Long Short Term Memory (LSTM): Amazigh text writ-ten in Tifinaghe characters.- Contribution to Arabic Text Classification using Machine Learning Techniques.- Analyzing Moroccan Tweets to Extract Sentiments Related to the Coronavirus Pandemic: A New Classification Approach.- Towards a support system for brainstorming based content-based information ex-traction and machine learning.- Classification of Documents using Machine Learning and Genetic Algorithms.- Toward Student Classification In Educational Video Courses Using Knowledge Tracing .- Assessment of lifestyle and mental health: case study of the FST Beni Mellal.- The search for digital information by evaluating four models.- Overview of the main recommendation approaches for the scientific articles.- Online students' classification based on the Formal Concepts analysis and multiple choice questions.- How BERT's dropout fine-tuning affects text classification.- Big data, Datamining, Web services & Web semantics (full papers).- Selection of Composite Web Services based on QoS.- A MapReduce Improved ID3 Decision Tree for Classifying Twitter Data.- Clustering techniques for Big Data Mining.- Data mining approach for intrusion detection.- Optimization and Decision support (full papers).- Markov Decision Processes with DiscountedRewards: New action elimination procedure.- Learning Management System comparison: new approach using Multi-Criteria Decision Making.- Finding agreements: Study and evaluation of heuristic approaches to multilateral negotiation.- Signal, Image and Vision Computing (full papers).- A new approach based on Steganography to face facial recognition vulnerabilities against Fake identities.- Mean Square Convergence of Reproducing Kernel For Channel Identification: Application to Bran D Channel Impulse Response.- Deep learning for medical image segmentation.- Networking, Cloud computing & Networking Architectures in Cloud (full papers).- Optimal Virtual Machine Provisioning in Cloud Computing Using Game Theory.- Comparative study between RFID readers anti-collision protocols in dense environments.- Game Theoretic Approaches to Mitigate Cloud Security Risks: An Initial Insight.- Comparative study on the McEliece Public-key Cryptosystem based on Goppa and QC-MDPC codes.- Optimization Of Leach Protocol For Saving Energie In Wireless Sensor Networks.- Big data, Datamining, Web services & Web semantics (poster papers).- Brain Cancer Ontology Construction.- Semantic Web for sharing medical resources.- Construction of glaucoma disease ontology.- Signal, Image and Vision Computing (poster papers).- Creation of a Callbot module for automatic processing of a customer service calls.- Applied CNN for automatic diabetic retinopathy assessment using Fundus Images.- RFID Based Security and Automatic Parking Access Control System.

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