eBook
Προβολή σε EDS

Machine Learning Applications : From Computer Vision to Robotics

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: Machine Learning Applications : From Computer Vision to Robotics
Περιγραφή: Machine Learning Applications Practical resource on the importance of Machine Learning and Deep Learning applications in various technologies and real-world situations Machine Learning Applications discusses methodological advancements of machine learning and deep learning, presents applications in image processing, including face and vehicle detection, image classification, object detection, image segmentation, and delivers real-world applications in healthcare to identify diseases and diagnosis, such as creating smart health records and medical imaging diagnosis, and provides real-world examples, case studies, use cases, and techniques to enable the reader's active learning. Composed of 13 chapters, this book also introduces real-world applications of machine and deep learning in blockchain technology, cyber security, and climate change. An explanation of AI and robotic applications in mechanical design is also discussed, including robot-assisted surgeries, security, and space exploration. The book describes the importance of each subject area and detail why they are so important to us from a societal and human perspective. Edited by two highly qualified academics and contributed to by established thought leaders in their respective fields, Machine Learning Applications includes information on: Content based medical image retrieval (CBMIR), covering face and vehicle detection, multi-resolution and multisource analysis, manifold and image processing, and morphological processing Smart medicine, including machine learning and artificial intelligence in medicine, risk identification, tailored interventions, and association rules AI and robotics application for transportation and infrastructure (e.g., autonomous cars and smart cities), along with global warming and climate change Identifying diseases and diagnosis, drug discovery and manufacturing, medical imaging diagnosis, personalized medicine, and smart health records With its practical approach to the subject, Machine Learning Applications is an ideal resource for professionals working with smart technologies such as machine and deep learning, AI, IoT, and other wireless communications; it is also highly suitable for professionals working in robotics, computer vision, cyber security and more.
Συγγραφείς: Indranath Chatterjee, Sheetal Zalte
Resource Type: eBook.
Θέματα: Machine learning--Scientific applications, Machine learning--Industrial applications, Deep learning (Machine learning)--Scientific applications, Deep learning (Machine learning)--Industrial applications
Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, TECHNOLOGY & ENGINEERING / Mobile & Wireless Communications
Βάση Δεδομένων: eBook Index
FullText Text:
  Availability: 0
Header DbId: edsebk
DbLabel: eBook Index
An: 3755398
RelevancyScore: 975
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 974.776672363281
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine Learning Applications : From Computer Vision to Robotics
– Name: Abstract
  Label: Description
  Group: Ab
  Data: Machine Learning Applications Practical resource on the importance of Machine Learning and Deep Learning applications in various technologies and real-world situations Machine Learning Applications discusses methodological advancements of machine learning and deep learning, presents applications in image processing, including face and vehicle detection, image classification, object detection, image segmentation, and delivers real-world applications in healthcare to identify diseases and diagnosis, such as creating smart health records and medical imaging diagnosis, and provides real-world examples, case studies, use cases, and techniques to enable the reader's active learning. Composed of 13 chapters, this book also introduces real-world applications of machine and deep learning in blockchain technology, cyber security, and climate change. An explanation of AI and robotic applications in mechanical design is also discussed, including robot-assisted surgeries, security, and space exploration. The book describes the importance of each subject area and detail why they are so important to us from a societal and human perspective. Edited by two highly qualified academics and contributed to by established thought leaders in their respective fields, Machine Learning Applications includes information on: Content based medical image retrieval (CBMIR), covering face and vehicle detection, multi-resolution and multisource analysis, manifold and image processing, and morphological processing Smart medicine, including machine learning and artificial intelligence in medicine, risk identification, tailored interventions, and association rules AI and robotics application for transportation and infrastructure (e.g., autonomous cars and smart cities), along with global warming and climate change Identifying diseases and diagnosis, drug discovery and manufacturing, medical imaging diagnosis, personalized medicine, and smart health records With its practical approach to the subject, Machine Learning Applications is an ideal resource for professionals working with smart technologies such as machine and deep learning, AI, IoT, and other wireless communications; it is also highly suitable for professionals working in robotics, computer vision, cyber security and more.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Indranath+Chatterjee%22">Indranath Chatterjee</searchLink><br /><searchLink fieldCode="AR" term="%22Sheetal+Zalte%22">Sheetal Zalte</searchLink>
– Name: TypePub
  Label: Resource Type
  Group: TypPub
  Data: eBook.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Machine+learning--Scientific+applications%22">Machine learning--Scientific applications</searchLink><br /><searchLink fieldCode="DE" term="%22Machine+learning--Industrial+applications%22">Machine learning--Industrial applications</searchLink><br /><searchLink fieldCode="DE" term="%22Deep+learning+%28Machine+learning%29--Scientific+applications%22">Deep learning (Machine learning)--Scientific applications</searchLink><br /><searchLink fieldCode="DE" term="%22Deep+learning+%28Machine+learning%29--Industrial+applications%22">Deep learning (Machine learning)--Industrial applications</searchLink>
– Name: SubjectBISAC
  Label: Categories
  Group: Su
  Data: <searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Artificial+Intelligence+%2F+General%22">COMPUTERS / Artificial Intelligence / General</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Artificial+Intelligence+%2F+Computer+Vision+%26+Pattern+Recognition%22">COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition</searchLink><br /><searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Mobile+%26+Wireless+Communications%22">TECHNOLOGY & ENGINEERING / Mobile & Wireless Communications</searchLink>
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=3755398
RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 006.31
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Machine learning--Scientific applications
        Type: general
      – SubjectFull: Machine learning--Industrial applications
        Type: general
      – SubjectFull: Deep learning (Machine learning)--Scientific applications
        Type: general
      – SubjectFull: Deep learning (Machine learning)--Industrial applications
        Type: general
    Titles:
      – TitleFull: Machine Learning Applications : From Computer Vision to Robotics
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Indranath Chatterjee
      – PersonEntity:
          Name:
            NameFull: Sheetal Zalte
      – PersonEntity:
          Name:
            NameFull: Indranath Chatterjee
      – PersonEntity:
          Name:
            NameFull: Sheetal Zalte
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2024
            – D: 12
              M: 01
              Type: profile
              Y: 2024
          Identifiers:
            – Type: isbn-print
              Value: 9781394173327
            – Type: isbn-electronic
              Value: 9781394173334
            – Type: isbn-electronic
              Value: 9781394173341
          Titles:
            – TitleFull: Machine Learning Applications : From Computer Vision to Robotics
              Type: main
ResultId 1