Handbook of research on deep learning innovations and trends:
"This book explores the application of deep learning in various areas like computer vision, image processing, biometrics, pattern recognition and medical imaging, and other real-world applications"...
Gespeichert in:
| Weitere beteiligte Personen: | , , |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Hershey, PA
IGI Global
[2019]
|
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030900359&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Zusammenfassung: | "This book explores the application of deep learning in various areas like computer vision, image processing, biometrics, pattern recognition and medical imaging, and other real-world applications"... |
| Beschreibung: | Advances in computational intelligence and robotics (ACIR) book series Includes bibliographical references |
| Umfang: | xvii, 355 Seiten Illustrationen, Diagramme |
| ISBN: | 9781522578628 |
Internformat
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Datensatz im Suchindex
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Table of Contents 4 Preface xvi Section 1 Deep Learning Applications Chapter 1 Detection of Blood-Related Diseases Using Deep Neural Nets. 1 Rajithkumar B. K., R. V. College of Engineering, India Shilpa D. R., R. V. College of Engineering, India Uma B. V., R. V. College of Engineering, India Chapter 2 Enhanced Footsteps Generation Method for Walking Robots Based on Convolutional Neural Networks. 16 Sergei Savin, Southwest State University, Russia Aleksei Ivakhnenko, Applied Parallel Computing EEC, Russia Chapter 3 CNN Customizations With Transfer Learning for Face Recognition Task. 40 Chantana Chantrapornchai, Kasetsart University, Thailand Samrid Duangkaew, Kasetsart University, Thailand Chapter 4 Application of Deep Learning in Speech Recognition. 59 Rekh Ram Janghel, NIT Raipur, India Satya Prakash Sahu, NIT Raipur, India Yogesh Kumar Rathore, NIT Raipur, India Shraddha Singh, NIT Raipur, India Urja Pawar, NIT Raipur, India Chapter 5 Sensation of Deep Learning in Image Processing Applications. 72 Ramgopal Kashyap, Amity University Chhattisgarh, India
Chapter 6 Transfer Learning in 2.5D Face Image for Occlusion Presence and Gender Classification.97 Sahil Sharma, Thapar Institute of Engineering and Technology, India Vijay Kumar, Thapar Institute of Engineering and Technology, India Chapter 7 Deep Learning: Architectures and Applications. 114 Kamaljit I. Lakhtaria, Gujarat University, India Darshankumar Modi, Shantilal Shah Engineering College, India Chapter 8 A Survey on Deep Learning Techniques Used for Quality Process.131 Vanyashree Mardi, Alva’s Institute of Engineering and Technology, India Naresh E., Jain University, India Ramaiah Institute of Technology, India Vijaya Kumar B. R, Ramaiah Institute of Technology, India Chapter 9 Deep Learning in Early Detection of Alzheimer’s: A Study. 153 Anitha S. Pillai, Hindustan Institute of Technology and Science, India Bindu Menon, Apollo Hospitals, India Section 2 Advanced Deep Learning Techniques Chapter 10 Deep Clustering. 164 M. Parimala Boobalan, VIT University, India Chapter 11 Deep Reinforcement Learning for Optimization. 180 Md Mahmudul Hasan, Anglia Ruskin University, UK Md Shahinur Rahman, Daffodil International University, Bangladesh Adrian
Bell, Anglia Ruskin University, UK Chapter 12 A Similarity-Based Object Classification Using Deep Neural Networks. 197 Parvathi R., VIT University Chennai, India Pattabiraman V, VIT University Chennai, India Chapter 13 Cognitive Deep Learning: Future Direction in Intelligent Retrieval. 220 Chiranji Lai Chowdhary, VIT University, India Ashraf Darwish, Helwan University, Egypt Aboul Ella Hassanien, Scientific Research Group in Egypt, Egypt
Section З Security in Deep Learning Chapter 14 Malware Classification and Analysis Using Convolutional andRecurrent Neural Network.233 Yassine Maleh, Hassan 1st University, Morocco Chapter 15 Anomaly Detection Using Deep Learning With Modular Networks.256 Manu C., Ramaiah Institute of Technology, India Vijaya Kumar В. P., Ramaiah Institute of Technology, India Naresh E., Ramaiah Institute of Technology, India Glossary. 291 Compilation of References.293 Related References. 327 About the Contributors. 348 Index 354 |
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| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
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| id | DE-604.BV045515972 |
| illustrated | Illustrated |
| indexdate | 2025-02-13T07:00:24Z |
| institution | BVB |
| isbn | 9781522578628 |
| language | English |
| lccn | 018036340 |
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| physical | xvii, 355 Seiten Illustrationen, Diagramme |
| publishDate | 2019 |
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| publisher | IGI Global |
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| spelling | Handbook of research on deep learning innovations and trends Aboul Ella Hassanien, Ashraf Darwish, Chiranji Lal Chowdhary Deep learning innovations and trends Hershey, PA IGI Global [2019] xvii, 355 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Advances in computational intelligence and robotics (ACIR) book series Includes bibliographical references "This book explores the application of deep learning in various areas like computer vision, image processing, biometrics, pattern recognition and medical imaging, and other real-world applications"... Artificial intelligence Handbooks, manuals, etc Machine learning Handbooks, manuals, etc Neural networks (Computer science) Handbooks, manuals, etc Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Deep Learning (DE-588)1135597375 gnd rswk-swf Computersicherheit (DE-588)4274324-2 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Anwendung (DE-588)4196864-5 gnd rswk-swf Deep Learning (DE-588)1135597375 s Anwendung (DE-588)4196864-5 s DE-604 Computersicherheit (DE-588)4274324-2 s Maschinelles Lernen (DE-588)4193754-5 s Methode (DE-588)4038971-6 s Künstliche Intelligenz (DE-588)4033447-8 s Hassanien, Aboul Ella 1964- (DE-588)135922631 edt Darwish, Ashraf (DE-588)104829515X edt Chowdhary, Chiranji Lal edt Erscheint auch als Online-Ausgaben 978-1-5225-7863-5 Digitalisierung UB Bayreuth - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030900359&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Handbook of research on deep learning innovations and trends Artificial intelligence Handbooks, manuals, etc Machine learning Handbooks, manuals, etc Neural networks (Computer science) Handbooks, manuals, etc Künstliche Intelligenz (DE-588)4033447-8 gnd Methode (DE-588)4038971-6 gnd Deep Learning (DE-588)1135597375 gnd Computersicherheit (DE-588)4274324-2 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Anwendung (DE-588)4196864-5 gnd |
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| title | Handbook of research on deep learning innovations and trends |
| title_alt | Deep learning innovations and trends |
| title_auth | Handbook of research on deep learning innovations and trends |
| title_exact_search | Handbook of research on deep learning innovations and trends |
| title_full | Handbook of research on deep learning innovations and trends Aboul Ella Hassanien, Ashraf Darwish, Chiranji Lal Chowdhary |
| title_fullStr | Handbook of research on deep learning innovations and trends Aboul Ella Hassanien, Ashraf Darwish, Chiranji Lal Chowdhary |
| title_full_unstemmed | Handbook of research on deep learning innovations and trends Aboul Ella Hassanien, Ashraf Darwish, Chiranji Lal Chowdhary |
| title_short | Handbook of research on deep learning innovations and trends |
| title_sort | handbook of research on deep learning innovations and trends |
| topic | Artificial intelligence Handbooks, manuals, etc Machine learning Handbooks, manuals, etc Neural networks (Computer science) Handbooks, manuals, etc Künstliche Intelligenz (DE-588)4033447-8 gnd Methode (DE-588)4038971-6 gnd Deep Learning (DE-588)1135597375 gnd Computersicherheit (DE-588)4274324-2 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Anwendung (DE-588)4196864-5 gnd |
| topic_facet | Artificial intelligence Handbooks, manuals, etc Machine learning Handbooks, manuals, etc Neural networks (Computer science) Handbooks, manuals, etc Künstliche Intelligenz Methode Deep Learning Computersicherheit Maschinelles Lernen Anwendung |
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