Machine Learning Paradigms Applications of Learning and Analytics in Intelligent Systems /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Tsihrintzis, George A. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Virvou, Maria (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Sakkopoulos, Evangelos (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Jain, Lakhmi C. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Learning and Analytics in Intelligent Systems, 1
• Θέματα: Computational intelligence.; Engineering-Data processing.; Machine learning.; Computational Intelligence.; Data Engineering.; Machine Learning.

This book is the inaugural volume in the new Springer series on Learning and Analytics in Intelligent Systems. The series aims at providing, in hard-copy and soft-copy form, books on all aspects of learning, analytics, advanced intelligent systems and related technologies. These disciplines are stro...

Πίνακας περιεχομένων:

• Chapter 1: Machine Learning Paradigms: Applications of Learning and Analytics in Intelligent Systems
• Chapter 2: A Comparison of Machine Learning Techniques to Predict the Risk of Heart Failure
• Chapter 3: Differential gene Expression Analysis of RNA-seq Data Using Machine Learning for Cancer Research
• Chapter 4: Machine Learning Approaches for Pap-Smear Diagnosis: An Overview
• Chapter 5: Multi-Kernel Analysis Paradigm Implementing the Learning from Loads Approach for Smart Power Systems
• Chapter 6: Conceptualizing and Measuring Energy Security: Geopolitical Dimensions, Data Availability, Quantitative and Qualitative Methods
• Chapter 7: Automated Stock Price Motion Prediction Using Technical Analysis Datasets and Machine Learning
• Chapter 8: Airport Data Analysis Using Common Statistical Methods and Knowledge-Based Techniques
• Chapter 9: A Taxonomy and Review of the Network Data Envelopment Analysis Literature
• Chapter 10: Applying Advanced Data Analytics and Machine Learning to Enhance the Safety Control of Dams
• Chapter 11: Analytics and Evolving Landscape of Machine Learning for Emergency Response
• Chapter 12: Social Media Analytics, Types and Methodology
• Chapter 13: Machine Learning Methods for Opinion Mining in Text: The Past and the Future
• Chapter 14: Ship Detection Using Machine Learning and Optical Imagery in the Maritime Environment
• Chapter 15: Video Analytics for Visual Surveillance and Applications: An Overview and Survey
• Chapter 16: Machine Learning in Alternate Testing of Integrated Circuits.