rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Big data management in sensing
  name:
    name part: Fernandez, Renny
    role:
      role term: editor.
  name:
    name part: Fernandez, Terrance Frederick
    role:
      role term: editor.
  name:
    name part: ProQuest (Firm)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: dk
    date issued: 2021
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource ( 288 pages.) :
  table of contents: Preface xv List of Figures xvii List of Tables xxi List of Contributors xxiii List of Abbreviations xxvii 1 Classification of Histopathological Variants of Oral Squamous Cell Carcinoma Using Convolutional Neural Networks 1 1.1 Introduction 2 1.2 Convolutional Neural Networks 4 1.2.1 Convolutional Layer 5 1.2.2 Pooling Layer 5 1.2.3 Fully Connected Layers 5 1.2.4 Receptive Field 5 1.2.5 Weights 6 1.2.6 ReLU Layer 6 1.2.7 Softmax Layer 6 1.2.8 Dropout 6 1.2.9 Steps Involved in Convolutional Neural Network 7 1.3 Proposed Convolutional Neural Network 7 1.3.1 Performance Evaluation for CNN Models 8 1.3.2 Comparative Result Analysis 10 1.4 Conclusion 12 References 12 2 Voice Recognition Using Natural Language Processing 15 2.1 Introduction 15 2.2 Proposed System 17 2.2.1 Automatic Speech Recognition 17 2.2.2 Auto-detect Language 18 2.2.3 Syntactic Analysis 18 2.2.4 Semantic Analysis 18 2.2.5 Pragmatic Analysis 19 2.3 Experimental Results 19 2.4 Conclusion 22 References 22 3 Detection of Tuberculosis Using Computer-Aided Diagnosis System 25 3.1 Introduction 26 3.2 Pre-Processing 28 3.3 Segmentation 28 3.3.1 Rule-Based Algorithm 28 3.3.2 Pixel Classification 29 3.3.3 Deformable Models 29 3.3.4 Hybrid Methods 30 3.4 Feature Extraction 30 3.4.1 Histogram Features 30 3.4.2 Shape Descriptor Histogram 31 3.4.3 Curvature Descriptor 31 3.4.4 Local Binary Pattern (LBP) 31 3.4.5 Histogram of Gradients 32 3.4.6 Gabor Features 32 3.5 Classification 33 3.6 Discussion 34 3.7 Conclusion 37 References 38 4 Forecasting Time Series Data Using ARIMA and Facebook Prophet Models 47 4.1 Introduction 48 4.2 Arima Model 50 4.2.1 Data Analysis Using ARIMA Model 51 4.3 Data Analysis Using Facebook Prophet Model 55 4.4 Conculsion 57 References 57 5 A Novel Technique for User Decision Prediction and Assistance Using Machine Learning and NLP: A Model to Transform the E-commerce System 61 5.1 Introduction 62 5.2 Related Work 64 5.3 Research Methodology 68 5.4 Experimental Results 72 5.5 Conclusion and …
  note: edited by Renny Fernandez, Terrance Frederick Fernandez.
  note: Description based upon print version of record.
  subject:
    topic: Human-computer interaction
    topic: Data processing
  subject:
    topic: Biosensors
    topic: Data processing
  subject:
    topic: Machine learning
    topic: Industrial applications
  subject:
    topic: Big data
    topic: Industrial applications
  subject:
    topic: Machine learning
    topic: Industrial applications
  classification: QA76.9.H85 B54 2021
  classification: 629.8/924019
  related item:
    title info:
      title: Big Data Management in Sensing: Applications in AI and IoT
    name:
      name part: Fernandez, Renny
    origin info:
      publisher: Aalborg : River Publishers,c2021
  related item:
    title info:
      title: River Publishers series in biomedical engineering
  identifier: 9788770224147
  identifier: 8770224145
  identifier: 9606647 IEEE
  identifier: https://ebookcentral.proquest.com/lib/tamucs/detail.action
  record info:
    record content source: EBLCP
    record creation date: 211120
    record change date: 20220207115726.7
    record identifier: in00004557724
    language of cataloging:
      language term: eng