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E-book
Author International Conference on Enabling Machine Learning Applications in Data Science: Innovation Vision and Approach (1st : 2020 : Online)

Title Enabling machine learning applications in data science : proceedings of Arab Conference for Emerging Technologies 2020 / Aboul Ella Hassanien, Ashraf Darwish, Sherine M. Abd El-Kader, Dabiah Ahmed Alboaneen, editors
Published Singapore : Springer, 2021
©2021

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Description 1 online resource (xii, 404 pages)
Series Algorithms for intelligent systems
Algorithms for intelligent systems.
Contents Part I. Machine Learning and Intelligent Systems Applications -- Who Is Typing? Automatic Gender Recognition from Interactive Textual Chats Using Typing Behaviour -- An Efficient Framework to Build Up Heart Sounds and Murmurs Datasets Used for Automatic Cardiovascular Diseases Classifications -- Facial Recognition and Emotional Expressions Over Video Conferencing Based on Web Real Time Communication and Artificial Intelligence -- Recent Advances in Intelligent Imaging Systems for Early Prediction of Colorectal Cancer: A Perspective -- Optimal Path Schemes of Mobile Anchor Nodes Aided Localization for Different Applications in IoT -- Artificial Intelligence in 3D Printing -- Finding Suitable Threshold for Support in Apriori Algorithm Using Statistical Measures -- Optimum Voltage Sag Compensation Strategies Using DVR Series with the Critical Loads -- Robust Clustering Based Possibilistic Type-2 Fuzzy C-means for Noisy Datasets -- Wind Distributed Generation with the Power Distribution Network for Power Quality Control -- Implementation of Hybrid Algorithm for the UAV Images Preprocessing Based on Embedded Heterogeneous System: The Case of Precision Agriculture -- SLAM Algorithm: Overview and Evaluation in a Heterogeneous System -- Implementing big OLAP Cubes using a NoSQL-Based approach: Cube models and aggregation operators -- Multi-objective Quantum Moth Flame Optimization for Clustering -- On Optimizing the Visual Quality of HASM-Based Streaming--The Study the Sensitivity of Motion Estimation Techniques for Mesh-Based Codecs in Ultra High Definition Large Format Real-Time Video Coding -- Rough Sets Crow Search Algorithm for Inverse Kinematics -- Machine Learning for Predicting Cancer Disease: Comparative Analysis -- Part II. Deep Learning Applications -- Modeling and Performance Evaluation of LoRa Network Based on Capture Effect -- E_Swish Beta: Modifying Swish Activation Function for Deep Learning Improvement -- Online Arabic Handwriting Recognition Using Graphemes Segmentation and Deep Learning Recurrent Neural Networks -- On the Application of Real-Time Deep Neural Network for Automatic License Plate Reading from Sequence of Images Targeting Edge Artificial Intelligence Architectures -- Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural Networks -- Fire Detection and Suppression Model Based on Fusion of Deep Learning and Ant Colony -- Part III. Blockchain Technology, Social and Smart Networks Applications -- Sentiment Analysis for E-Learning Counting on Neuro-Fuzzy and Fuzzy Ontology Classification -- Abnormal Behavior Forecasting in Smart Homes Using Hierarchical Hidden Markov Models -- The Classification Model Sentiment Analysis of the Sudanese Dialect Used Into the Internet Service in Sudan -- Implementing Blockchain in the Airline Sector -- Vehicular Networks Applications Based on Blockchain Framework
Summary This book gathers selected high-quality research papers presented at Arab Conference for Emerging Technologies 2020 organized virtually in Cairo during 21-3 June 2020. This book emphasizes the role and recent developments in the field of emerging technologies and artificial intelligence, and related technologies with a special focus on sustainable development in the Arab world. The book targets high-quality scientific research papers with applications, including theory, practical, prototypes, new ideas, case studies and surveys which cover machine learning applications in data science
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed June 8, 2021)
Subject Machine learning -- Congresses
Artificial intelligence -- Congresses
Artificial intelligence
Machine learning
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Hassanien, Aboul Ella
Darwish, Ashraf
Abd El-Kader, Sherine Mohamed, 1972-
Alboaneen, Dabiah Ahmed
ISBN 9789813361294
9813361298