Optimization in machine learning and applications:
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Singapore
Springer
[2020]
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| Schriftenreihe: | Algorithms for intelligent systems
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | ix, 195 Seiten Illustrationen, Diagramme |
| ISBN: | 9789811509933 |
Internformat
MARC
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents 1 Use of Artificial Neural Network for Abnormality Detection in Medical Images..................................................................................... Prachi R. Rajarapollu, Debasbis Adhikari and Nutan V. Bansode 1 2 Deep Learning Techniques for Crime Hotspot Detection................ Sankar N. Nair and E. S. Gopi 13 3 Optimization Techniques for Machine Learning................................. Souad Taleb Zouggar and Abdelkader Adla 31 4 A Package Including Pre-processing, Feature Extraction, Feature Reduction, and Classification for MRI Classification....................... Alireza Balavand and Ali Husseinzadeh Kashan 5 6 7 8 Predictive Analysis of Lake Water Quality Using an Evolutionary Algorithm...................................................................... Mrunalini Jadhav, Kanchan Khare, Sayali Apte and Rushikesh Kulkami A Survey on the Latest Development of Machine Learning in Genetic Algorithm and Particle Swarm Optimization................... Dipti Kapoor Sarmah A Hybridized Data Clustering for Breast Cancer Prognosis and Risk Exposure Using Fuzzy C-means and Cohort Intelligence................................................................................................... Meeta Kumar, Anand J. Kulkami and Suresh Chandra Satapathy Development of Algorithm for Spatial Modelling of Climate Data for Agriculture Management for the Semi-arid Area of Maharashtra in India............................................................................ Vidya Kumbhar and T. P. Singh 51 69 91 113 127 vii
viii 9 Contents A Survey on Human Group Activity Recognition by Analysing Person Action from Video Sequences Using Machine Learning Techniques............................................................................................ 141 Smita Kulkami, Sangeeta Jadhav and Debashis Adhikari 10 Artificial Intelligencein Journalism: A Boon or Bane?.................... 155 Santosh Kumar Biswal and Nikhil Kumar Gouda 11 The Space of Artificial Intelligence in Public Relations: The Way Forward............................................................................... 169 Santosh Kumar Biswal 12 Roulette Wheel Selection-BasedComputationalIntelligence Technique to Design an Efficient Transmission Policy for Energy Harvesting Sensors .................................................................... 177 Shaik Mahammad, E. S. Gopi and Vineetha Yogesh Author Index 197
Algorithms for intelligent Systems Series Editor Jagdish Chand Bansal · Kusum Deep · Atulya K. Nagar Anand J. Kulkami - Suresh Chandra Satapathy Editors Optimization in Machine Learning and Applications This book discusses one of the major applications of artificial intelligence: tire use of machiiie learning to extract useful information from multimodal data, fi discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.
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| discipline | Informatik |
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| spelling | Optimization in machine learning and applications Anand J. Kulkarni, Suresh Chandra Satapathy (editors) Singapore Springer [2020] ix, 195 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Algorithms for intelligent systems Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Maschinelles Lernen (DE-588)4193754-5 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Kulkarni, Anand J. edt Satapathy, Suresh Chandra 1964- (DE-588)1152236962 edt Erscheint auch als Online-Ausgabe 978-981-15-0994-0 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031702844&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031702844&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
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| title | Optimization in machine learning and applications |
| title_auth | Optimization in machine learning and applications |
| title_exact_search | Optimization in machine learning and applications |
| title_full | Optimization in machine learning and applications Anand J. Kulkarni, Suresh Chandra Satapathy (editors) |
| title_fullStr | Optimization in machine learning and applications Anand J. Kulkarni, Suresh Chandra Satapathy (editors) |
| title_full_unstemmed | Optimization in machine learning and applications Anand J. Kulkarni, Suresh Chandra Satapathy (editors) |
| title_short | Optimization in machine learning and applications |
| title_sort | optimization in machine learning and applications |
| topic | Maschinelles Lernen (DE-588)4193754-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Maschinelles Lernen Künstliche Intelligenz Aufsatzsammlung |
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