| Document Type
|
:
|
BL
|
| Record Number
|
:
|
1089432
|
| Doc. No
|
:
|
bc10698
|
| Language of Document
|
:
|
English
|
| Main Entry
|
:
|
International Conference on Enabling Machine Learning Applications in Data Science: Innovation Vision and Approach(1st :2020 :, Online)
|
| Title & Author
|
:
|
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.
|
| Publication Statement
|
:
|
Singapore :: Springer,, 2021.
|
| Series Statement
|
:
|
Algorithms for intelligent systems
|
| Page. NO
|
:
|
1 online resource (392 p.).
|
| ISBN
|
:
|
9789813361294
|
|
|
:
|
: 9813361298
|
|
|
:
|
9789813361287
|
|
|
:
|
981336128X
|
| Notes
|
:
|
3.8 Cloud Service Platform.
|
|
|
:
|
Includes author index.
|
| Contents
|
:
|
Intro -- Preface -- Contents -- About the Editors -- Part I Machine Learning and Intelligent Systems Applications -- 1 Who Is Typing? Automatic Gender Recognition from Interactive Textual Chats Using Typing Behaviour -- 1 Introduction -- 2 Background and Related Work -- 3 The Data -- 4 The Approach -- 4.1 Feature Extraction -- 4.2 Classification -- 5 Results and Discussion -- 5.1 Classification Results -- 5.2 Identification of Gender Makers -- 6 Conclusion -- References
|
|
|
:
|
2 An Efficient Framework to Build Up Heart Sounds and Murmurs Datasets Used for Automatic Cardiovascular Diseases Classifications -- 1 Introduction -- 2 Related Work -- 3 Proposed Framework -- 3.1 Dataset Logical Structure -- 3.2 Mobile Application and Database Design -- 3.3 Composition Stethoscope -- 4 Conclusion -- References -- 3 Facial Recognition and Emotional Expressions Over Video Conferencing Based on Web Real Time Communication and Artificial Intelligence -- 1 Introduction -- 2 WebRTC -- 2.1 WebRTC Client-Side -- 2.2 WebRTC Server-Side -- 3 Machine Learning
|
|
|
:
|
3.1 Machine Learning Models Examples -- 3.2 Machine Learning Libraries Examples -- 4 Implementation -- 4.1 Network Topology -- 4.2 Deployment -- 4.3 Results and Observations -- 5 Conclusion and Future Work -- References -- 4 Recent Advances in Intelligent Imaging Systems for Early Prediction of Colorectal Cancer: A Perspective -- 1 Introduction -- 2 Epidemiology of Colorectal Cancer -- 2.1 Current Trends in Incidence and Mortality of Colorectal Cancer -- 2.2 Etiology of Colorectal Cancer -- 3 Medical Diagnostic Procedures for Screening of Colorectal Cancer
|
|
|
:
|
4 Necessity for Early Prediction of Colorectal Cancer -- 5 Challenges in Early Detection of Colorectal Cancer -- 6 Analysis of Intelligent Medical Imaging Techniques for Early Detection of Colorectal Cancer -- 6.1 Collection of CRC Frames -- 6.2 Preprocessing -- 6.3 Intelligent Training Engine for Polyp Detection -- 6.4 Performance Evaluation -- 7 Discussion and Future Directions -- 8 Conclusion -- References -- 5 Optimal Path Schemes of Mobile Anchor Nodes Aided Localization for Different Applications in IoT -- 1 Introduction -- 2 Mobility Based Localization Model in WSN
|
|
|
:
|
3 Static Unknown Nodes, Mobile Anchor Nodes Class -- 3.1 Mobile Anchor Paths -- 4 Comparative Analysis -- 5 Conclusions -- References -- 6 Artificial Intelligence in 3D Printing -- 1 Introduction -- 2 Background and Basic Concepts -- 2.1 Additive Manufacturing (AM) -- 2.2 Artificial Intelligence (AI) -- 2.3 Machine Learning (ML) -- 3 Artificial Intelligence Applications in 3D Printing -- 3.1 Original Printability Checker -- 3.2 Improvement by ML -- 3.3 Further Developments -- 3.4 Slicing Acceleration -- 3.5 Path Optimization -- 3.6 Further Developments -- 3.7 Service Platform and Evaluation
|
| Abstract
|
:
|
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.
|
| Subject
|
:
|
Machine learning, Congresses.
|
| Subject
|
:
|
Artificial intelligence, Congresses.
|
| Subject
|
:
|
Artificial intelligence.
|
| Subject
|
:
|
Machine learning.
|
| Dewey Classification
|
:
|
006.3/1
|
| LC Classification
|
:
|
Q325.5
|
| Added Entry
|
:
|
Hassanien, Aboul Ella.
|
|
|
:
|
Darwish, Ashraf.
|
|
|
:
|
Abd El-Kader, Sherine Mohamed,1972-
|
|
|
:
|
Alboaneen, Dabiah Ahmed.
|