Enabling machine learning applications in data science :
نام عام مواد
[Book]
ساير اطلاعات عنواني
proceedings of Arab Conference for Emerging Technologies 2020 /
نام نخستين پديدآور
Aboul Ella Hassanien, Ashraf Darwish, Sherine M. Abd El-Kader, Dabiah Ahmed Alboaneen, editors.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Singapore :
نام ناشر، پخش کننده و غيره
Springer,
تاریخ نشرو بخش و غیره
2021.
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource (392 p.).
فروست
عنوان فروست
Algorithms for intelligent systems
يادداشت کلی
متن يادداشت
3.8 Cloud Service Platform.
متن يادداشت
Includes author index.
یادداشتهای مربوط به مندرجات
متن يادداشت
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
متن يادداشت
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
متن يادداشت
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
متن يادداشت
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
متن يادداشت
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
بدون عنوان
0
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Enabling Machine Learning Applications in Data Science
شماره استاندارد بين المللي کتاب و موسيقي
9789813361287
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Artificial intelligence, Congresses.
موضوع مستند نشده
Machine learning, Congresses.
موضوع مستند نشده
Artificial intelligence.
موضوع مستند نشده
Machine learning.
مقوله موضوعی
موضوع مستند نشده
TEC009000
موضوع مستند نشده
UYQ
موضوع مستند نشده
UYQ
رده بندی ديویی
شماره
006
.
3/1
ويراست
23
رده بندی کنگره
شماره رده
Q325
.
5
نام شخص - (مسئولیت معنوی برابر )
مستند نام اشخاص تاييد نشده
Abd El-Kader, Sherine Mohamed,1972-
مستند نام اشخاص تاييد نشده
Alboaneen, Dabiah Ahmed.
مستند نام اشخاص تاييد نشده
Darwish, Ashraf.
مستند نام اشخاص تاييد نشده
Hassanien, Aboul Ella.
نام تنالگان به منزله سر شناسه - (مسئولیت معنوی درجه اول )
مستند نام تنالگان تاييد نشده
International Conference on Enabling Machine Learning Applications in Data Science: Innovation Vision and Approach(1st :2020 :, Online)