Smart technologies in data science and communication : proceedings of SMART-DSC 2019 /: proceedings of SMART-DSC 2019. (©2020)

• Record Type: Book
• Other Titles: SMART-DSC 2019
• Further Information: Note: Jinan Fiaidhi, Debnath Bhattacharyya, N. Thirupathi Rao, editors.
• Other Names: Fiaidhi, Jinan, 1955-; Bhattacharyya, Debnath; Rao, N. Thirupathi; International Conference on Smart Technologies in Data Science and Communication, 3rd
• Contents: Intro -- Conference Committee Members -- Advisory Board -- Program Chair -- Finance Committee -- Local Arrangements Committee -- Technical Programme Committee -- Preface -- Acknowledgements -- Contents -- About the Editors -- Digital Transformation of Seed Distribution Process -- 1 Introduction -- 1.1 Problem Definition -- 2 Data Preparation -- 2.1 Data Collection -- 2.2 Data Preprocessing -- 2.3 Clustering -- 2.4 Algorithm -- 3 Model -- 3.1 Introduction to E-Smart Card/Agri Card -- 3.2 Agri Smart Card Working Process -- 3.3 Main Advantages of Smart Seed System with Agri Smart Card 3.4 Smart Seed System with Agri Card-Implementation Phases -- 3.5 Insurance Claims Using Smart Seed System with Agri E-Card -- 4 Results and Conclusion -- References -- Detection of Deceptive Phishing Based on Machine Learning Techniques -- 1 Introduction -- 2 Related Work -- 3 Combining the Models of Machine Learning Algorithms -- 4 Machine Learning Methods -- 4.1 Holdout Method -- 4.2 K-Cross-Validation Mechanism -- 4.3 Bootstrap Sampling -- 5 Problem Statement -- 6 Methodology -- 7 Mathematical Analysis -- 8 Graphical Analysis -- 9 Conclusion -- References A Shape-Based Model with Zone-Wise Hough Transformation for Handwritten Digit Recognition -- 1 Introduction -- 2 Related Works -- 3 System Description -- 3.1 Shape Database -- 3.2 Training -- 3.3 Testing -- 4 Result -- 5 Conclusions -- References -- Deducted Sentiment Analysis for Sarcastic Reviews Using LSTM Networks -- 1 Introduction -- 2 Related Work -- 2.1 Deep Learning -- 2.2 LSTM Layers -- 2.3 Advantages of Proposed System -- 3 Problem Deduction -- 4 Methodology -- 5 Results and Analysis -- 6 Conclusion and Future Scope -- 6.1 Future Scope -- References Automatic Identification of Colloid Cyst in Brain Through MRI/CT Scan Images -- 1 Introduction -- 2 Literature Survey -- 2.1 Observations from Previous Works -- 3 Proposed Work -- 3.1 Algorithm -- 3.2 Study of Algorithm -- 3.3 Flowchart -- 4 Results -- 5 Conclusion -- References -- A Detailed Review on Big Data Analytics -- 1 Introduction -- 1.1 Foundation of Big Data -- 2 Characteristics of Big Data -- 3 Benefits of Big Data -- 4 Modules of Hadoop -- 4.1 HDFS Concepts -- 5 Yet Another Resource Manager (YARN) -- 5.1 Components of Yarn [6] -- 5.2 Benefits of Yarn [6] -- 5.3 MapReduce [7] 6 Conclusion -- References -- A Review on Datasets and Tools in the Research of Recommender Systems -- 1 Introduction -- 2 Research and Datasets -- 3 An Insight on Recommender Datasets -- 3.1 Open-Source Datasets for Recommender System -- 4 Tools of Trade -- 5 Conclusion and Future Opportunities -- References -- Performance Comparison of Different Machine Learning Algorithms for Risk Prediction and Diagnosis of Breast Cancer -- 1 Introduction -- 2 Materials and Methods -- 3 Experiment -- 3.1 Breast Cancer Dataset (Mammographic Image Analysis Society) -- 3.2 Simulation Software
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (323 pages)
• Subjects: 005.7; Quantitative research -- Congresses; Communication -- Technological innovations -- Congresses; Soft computing -- Congresses; Communication -- Technological innovations; Quantitative research; Soft computing; Electronic books; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789811524073; 9811524076
• Notes: Note: Includes bibliographical references and author index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.