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Machine Learning and Information Processing

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Cover of 'Machine Learning and Information Processing'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Mobile Device Transmission Security Policy Decision Making Using PROMETHEE
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    Chapter 2 Stress Detection in Speech Signal Using Machine Learning and AI
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    Chapter 3 e-Classroom Using IOT to Revolutionize the Classical Way of Knowledge Sharing
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    Chapter 4 An Efficient Heart Disease Prediction System Using Machine Learning
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    Chapter 5 Automatic Helmet Detection in Real-Time and Surveillance Video
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    Chapter 6 Camera Model Identification Using Transfer Learning
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    Chapter 7 Sentiment Classification of Online Mobile Reviews Using Combination of Word2vec and Bag-of-Centroids
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    Chapter 8 Emotion Analysis to Provide Counseling to Students Fighting from Depression and Anxiety by Using CCTV Surveillance
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    Chapter 9 Reconstructing Obfuscated Human Faces with Conditional Adversarial Network
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    Chapter 10 A Proposed Wireless Technique in Vehicle-to-Vehicle Communication to Reduce a Chain of Accidents Over Road
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    Chapter 11 Virtual Conversation with Real-Time Prediction of Body Moments/Gestures on Video Streaming Data
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    Chapter 12 Automatic Diagnosis of Attention Deficit/Hyperactivity Disorder
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    Chapter 13 Classification of Types of Automobile Fractures Using Convolutional Neural Networks
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    Chapter 14 A Subjectivity Detection-Based Approach to Sentiment Analysis
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    Chapter 15 Image Processing and Machine Learning Techniques to Detect and Classify Paddy Leaf Diseases: A Review
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    Chapter 16 A Comparative Study of Classifiers for Extractive Text Summarization
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    Chapter 17 Capabilities of Chatbots and Its Performance Enhancements in Machine Learning
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    Chapter 18 A Deep Learning-Based Approach for Predicting the Outcome of H-1B Visa Application
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    Chapter 19 Data Leakage Detection and Prevention: Review and Research Directions
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    Chapter 20 A Blockchain Based Model to Eliminate Drug Counterfeiting
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    Chapter 21 A Comparative Analysis of Predictive Modeling Techniques: A Case Study of Device Failure
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    Chapter 22 Python and OpenCV in Automation of Live Surveillance
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    Chapter 23 Privacy Preservation in ROI of Medical Images Using LSB Manipulation
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    Chapter 24 Novel Approach for Measuring Nutrition Values Using Smartphone
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    Chapter 25 Detection of Hate Speech in Hinglish Language
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    Chapter 26 Enhancing Multi-level Cache Performance Using Dynamic R-F Characteristics
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    Chapter 27 Denoising Documents Using Image Processing for Digital Restoration
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    Chapter 28 Humming-Based Song Recognition
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    Chapter 29 A New Data Structure for Representation of Relational Databases for Application in the Normalization Process
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    Chapter 30 Real Drowsiness Detection Using Viola–Jones Algorithm in Tensorflow
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    Chapter 31 Smart Sound System Controller for Restricted Zones
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    Chapter 32 Predictive Analysis of Co-seismic Rock Fall Hazard in Hualien County Taiwan
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    Chapter 33 Abstractive Text Summarization and Unsupervised Text Classifier
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    Chapter 34 Image Classification Using Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN): A Review
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    Chapter 35 Analysis of Steganography Using Patch-Based Texture Synthesis
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    Chapter 36 Non-invasive Approach for Disease Diagnosis
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    Chapter 37 Alleviation of Safety Measures in Underground Coal Mines Using Wireless Sensor Network: A Survey
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    Chapter 38 Automation of Reliability Warranty Report Using SAS Software for Data Analysis
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    Chapter 39 A Critical Analysis of Brokering Services (Scheduling as Service)
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    Chapter 40 Application of Neural Networks in Model Updation Using Frequency Response and Radial Basis Function Network
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    Chapter 41 A Review on SLA-Based Resource Provisioning in Cloud
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    Chapter 42 An Extensive Study on Medical Image Security with ROI Preservation: Techniques, Evaluations, and Future Directions
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    Chapter 43 A Competitive Analysis on Digital Image Tamper Detection and Its Secure Recovery Techniques Using Watermarking
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    Chapter 44 Elliptic Curve Cryptography-Based Signcryption Scheme with a Strong Designated Verifier for the Internet of Things
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    Chapter 46 Performance of C++ Language Code in Quantum Computing Environment
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    Chapter 47 Retrieval of Ontological Knowledge from Unstructured Text
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    Chapter 48 Critical Non-functional Requirements Modeling Profiler with Meta-Model Semantics
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    Chapter 49 Some Routing Schemes and Mobility Models for Real Terrain MANET
Attention for Chapter 15: Image Processing and Machine Learning Techniques to Detect and Classify Paddy Leaf Diseases: A Review
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Chapter title
Image Processing and Machine Learning Techniques to Detect and Classify Paddy Leaf Diseases: A Review
Chapter number 15
Book title
Machine Learning and Information Processing
Published by
Springer, Singapore, March 2020
DOI 10.1007/978-981-15-1884-3_15
Book ISBNs
978-9-81-151883-6, 978-9-81-151884-3
Authors

Jay Prakash Singh, Chittaranjan Pradhan, Srikanta Charana Das, Singh, Jay Prakash, Pradhan, Chittaranjan, Das, Srikanta Charana

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X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 17 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 17 100%

Demographic breakdown

Readers by professional status Count As %
Lecturer 3 18%
Other 1 6%
Student > Bachelor 1 6%
Researcher 1 6%
Student > Postgraduate 1 6%
Other 0 0%
Unknown 10 59%
Readers by discipline Count As %
Engineering 3 18%
Computer Science 2 12%
Agricultural and Biological Sciences 1 6%
Linguistics 1 6%
Unknown 10 59%