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.

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...

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Corporate Author: International Conference on Enabling Machine Learning Applications in Data Science: Innovation Vision and Approach Online
Other Authors: Hassanien, Aboul Ella, Darwish, Ashraf, Abd El-Kader, Sherine Mohamed, 1972-, Alboaneen, Dabiah Ahmed
Format: eBook
Language:English
Published: Singapore : Springer, 2021.
Series:Algorithms for intelligent systems.
Subjects:
Online Access:Click for online access

MARC

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111 2 |a International Conference on Enabling Machine Learning Applications in Data Science: Innovation Vision and Approach  |n (1st :  |d 2020 :  |c Online) 
245 1 0 |a Enabling machine learning applications in data science :  |b proceedings of Arab Conference for Emerging Technologies 2020 /  |c Aboul Ella Hassanien, Ashraf Darwish, Sherine M. Abd El-Kader, Dabiah Ahmed Alboaneen, editors. 
264 1 |a Singapore :  |b Springer,  |c 2021. 
264 4 |c ©2021 
300 |a 1 online resource (xii, 404 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
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490 1 |a Algorithms for intelligent systems 
505 0 0 |g Part I.  |t Machine Learning and Intelligent Systems Applications --  |t Who Is Typing? Automatic Gender Recognition from Interactive Textual Chats Using Typing Behaviour --  |t An Efficient Framework to Build Up Heart Sounds and Murmurs Datasets Used for Automatic Cardiovascular Diseases Classifications --  |t Facial Recognition and Emotional Expressions Over Video Conferencing Based on Web Real Time Communication and Artificial Intelligence --  |t Recent Advances in Intelligent Imaging Systems for Early Prediction of Colorectal Cancer: A Perspective --  |t Optimal Path Schemes of Mobile Anchor Nodes Aided Localization for Different Applications in IoT --  |t Artificial Intelligence in 3D Printing --  |t Finding Suitable Threshold for Support in Apriori Algorithm Using Statistical Measures --  |t Optimum Voltage Sag Compensation Strategies Using DVR Series with the Critical Loads --  |t Robust Clustering Based Possibilistic Type-2 Fuzzy C-means for Noisy Datasets --  |t Wind Distributed Generation with the Power Distribution Network for Power Quality Control --  |t Implementation of Hybrid Algorithm for the UAV Images Preprocessing Based on Embedded Heterogeneous System: The Case of Precision Agriculture --  |t SLAM Algorithm: Overview and Evaluation in a Heterogeneous System --  |t Implementing big OLAP Cubes using a NoSQL-Based approach: Cube models and aggregation operators --  |t Multi-objective Quantum Moth Flame Optimization for Clustering --  |t 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 --  |t Rough Sets Crow Search Algorithm for Inverse Kinematics --  |t Machine Learning for Predicting Cancer Disease: Comparative Analysis --  |g Part II.  |t Deep Learning Applications --  |t Modeling and Performance Evaluation of LoRa Network Based on Capture Effect --  |t E_Swish Beta: Modifying Swish Activation Function for Deep Learning Improvement --  |t Online Arabic Handwriting Recognition Using Graphemes Segmentation and Deep Learning Recurrent Neural Networks --  |t On the Application of Real-Time Deep Neural Network for Automatic License Plate Reading from Sequence of Images Targeting Edge Artificial Intelligence Architectures --  |t Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural Networks --  |t Fire Detection and Suppression Model Based on Fusion of Deep Learning and Ant Colony --  |g Part III.  |t Blockchain Technology, Social and Smart Networks Applications --  |t Sentiment Analysis for E-Learning Counting on Neuro-Fuzzy and Fuzzy Ontology Classification --  |t Abnormal Behavior Forecasting in Smart Homes Using Hierarchical Hidden Markov Models --  |t The Classification Model Sentiment Analysis of the Sudanese Dialect Used Into the Internet Service in Sudan --  |t Implementing Blockchain in the Airline Sector --  |t Vehicular Networks Applications Based on Blockchain Framework. 
500 |a Includes author index. 
520 |a 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. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed June 8, 2021). 
650 0 |a Machine learning  |v Congresses. 
650 0 |a Artificial intelligence  |v Congresses. 
650 7 |a Artificial intelligence  |2 fast 
650 7 |a Machine learning  |2 fast 
655 7 |a proceedings (reports)  |2 aat 
655 7 |a Conference papers and proceedings  |2 fast 
655 7 |a Conference papers and proceedings.  |2 lcgft 
655 7 |a Actes de congrès.  |2 rvmgf 
700 1 |a Hassanien, Aboul Ella. 
700 1 |a Darwish, Ashraf. 
700 1 |a Abd El-Kader, Sherine Mohamed,  |d 1972-  |1 https://id.oclc.org/worldcat/entity/E39PCjr68TJR4XfvhKKrJdF8vd 
700 1 |a Alboaneen, Dabiah Ahmed. 
758 |i has work:  |a Enabling machine learning applications in data science (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGcP4W6jYcyc7DrdT48grq  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Hassanien, Aboul Ella.  |t Enabling Machine Learning Applications in Data Science.  |d Singapore : Springer Singapore Pte. Limited, ©2021  |z 9789813361287 
830 0 |a Algorithms for intelligent systems. 
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