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000898690 24500 $$aMachine learning paradigms :$$bapplications of learning and analytics in intelligent systems /$$cGeorge A. Tsihrintzis, Maria Virvou, Evangelos Sakkopoulos, Lakhmi C. Jain, editors.
000898690 264_1 $$aCham :$$bSpringer,$$c2019.
000898690 300__ $$a1 online resource.
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000898690 337__ $$acomputer$$bc$$2rdamedia
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000898690 4901_ $$aLearning and analytics in intelligent systems ;$$v1
000898690 5050_ $$aChapter 1: Machine Learning Paradigms: Applications of Learning and Analytics in Intelligent Systems -- Chapter 2: A Comparison of Machine Learning Techniques to Predict the Risk of Heart Failure -- Chapter 3: Differential gene Expression Analysis of RNA-seq Data Using Machine Learning for Cancer Research -- Chapter 4: Machine Learning Approaches for Pap-Smear Diagnosis: An Overview -- Chapter 5: Multi-Kernel Analysis Paradigm Implementing the Learning from Loads Approach for Smart Power Systems -- Chapter 6: Conceptualizing and Measuring Energy Security: Geopolitical Dimensions, Data Availability, Quantitative and Qualitative Methods -- Chapter 7: Automated Stock Price Motion Prediction Using Technical Analysis Datasets and Machine Learning -- Chapter 8: Airport Data Analysis Using Common Statistical Methods and Knowledge-Based Techniques -- Chapter 9: A Taxonomy and Review of the Network Data Envelopment Analysis Literature -- Chapter 10: Applying Advanced Data Analytics and Machine Learning to Enhance the Safety Control of Dams -- Chapter 11: Analytics and Evolving Landscape of Machine Learning for Emergency Response -- Chapter 12: Social Media Analytics, Types and Methodology -- Chapter 13: Machine Learning Methods for Opinion Mining in Text: The Past and the Future -- Chapter 14: Ship Detection Using Machine Learning and Optical Imagery in the Maritime Environment -- Chapter 15: Video Analytics for Visual Surveillance and Applications: An Overview and Survey -- Chapter 16: Machine Learning in Alternate Testing of Integrated Circuits.
000898690 506__ $$aAccess limited to authorized users.
000898690 520__ $$aThis book is the inaugural volume in the new Springer series on Learning and Analytics in Intelligent Systems. The series aims at providing, in hard-copy and soft-copy form, books on all aspects of learning, analytics, advanced intelligent systems and related technologies. These disciplines are strongly related and mutually complementary; accordingly, the new series encourages an integrated approach to themes and topics in these disciplines, which will result in significant cross-fertilization, research advances and new knowledge creation. To maximize the dissemination of research findings, the series will publish edited books, monographs, handbooks, textbooks and conference proceedings. This book is intended for professors, researchers, scientists, engineers and students. An extensive list of references at the end of each chapter allows readers to probe further into those application areas that interest them most.
000898690 588__ $$aOnline resource; title from PDF title page (viewed July 10, 2019)
000898690 650_0 $$aMachine learning.
000898690 7001_ $$aTsihrintzis, George A.,$$eeditor.
000898690 7001_ $$aVirvou, Maria,$$eeditor.
000898690 7001_ $$aSakkopoulos, Evangelos,$$eeditor.
000898690 7001_ $$aJain, L. C.,$$eeditor.
000898690 830_0 $$aLearning and analytics in intelligent systems ;$$v1.
000898690 852__ $$bebk
000898690 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-15628-2$$zOnline Access$$91397441.1
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