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210605s2021 si o 101 0 eng d |
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|a 10.1007/978-981-33-6129-4
|2 doi
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|a (OCoLC)1255234344
|z (OCoLC)1253354613
|z (OCoLC)1264791552
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|a Q325.5
|b .I58 1st 2020eb
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|a International Conference on Enabling Machine Learning Applications in Data Science: Innovation Vision and Approach
|n (1st :
|d 2020 :
|c Online)
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|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.
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|a Singapore :
|b Springer,
|c 2021.
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|c ©2021
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|a 1 online resource (xii, 404 pages)
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a text file
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|b PDF
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|a Algorithms for intelligent systems
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505 |
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|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.
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|a Includes author index.
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520 |
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|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.
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|a Online resource; title from PDF title page (SpringerLink, viewed June 8, 2021).
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650 |
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|a Machine learning
|v Congresses.
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650 |
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|a Artificial intelligence
|v Congresses.
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650 |
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7 |
|a Artificial intelligence
|2 fast
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650 |
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7 |
|a Machine learning
|2 fast
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655 |
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7 |
|a proceedings (reports)
|2 aat
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|a Conference papers and proceedings
|2 fast
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|a Conference papers and proceedings.
|2 lcgft
|
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|
7 |
|a Actes de congrès.
|2 rvmgf
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700 |
1 |
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|a Hassanien, Aboul Ella.
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700 |
1 |
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|a Darwish, Ashraf.
|
700 |
1 |
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|a Abd El-Kader, Sherine Mohamed,
|d 1972-
|1 https://id.oclc.org/worldcat/entity/E39PCjr68TJR4XfvhKKrJdF8vd
|
700 |
1 |
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|a Alboaneen, Dabiah Ahmed.
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758 |
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|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.
|
856 |
4 |
0 |
|u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-981-33-6129-4
|y Click for online access
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|a SPRING-ROBOTICS2021
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994 |
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|a 92
|b HCD
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