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Book Cover
E-book
Author International Conference on Data and Information Sciences (2017 : Amarkantak, India)

Title Advances in data and information sciences : proceedings of ICDIS-2017. Volume 1 / Mohan L. Kolhe, Munesh C. Trivedi, Shailesh Tiwari, Vikash Kumar Singh, editors
Published Singapore : Springer, 2018
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Description 1 online resource
Series Lecture notes in networks and systems, 2367-3370 ; volume 38
Lecture notes in networks and systems ; v. 38
Contents Intro; Preface; Organizing Committee; About the Book; Contents; About the Editors; Smart Hardware and Software Design; Computation of Dynamic Signal Phases for Vehicular Traffic; 1 Introduction; 1.1 Challenges; 1.2 Objectives, Methods, Strategies; 1.3 Desired Solution; 2 Prior Research-Signal Phases; 2.1 Modeling; 2.2 Solution Approaches; 2.3 Contemporary Systems; 3 Dynamic Signal Phases; 3.1 Maximizing Signal Phase Opportunity; 3.2 Vehicle Flow; 3.3 Core Engine; 3.4 Cumulative Waiting Time; 4 Algorithm; 4.1 Data Structure; 4.2 Algorithm; 5 Future Work; References
2 Related Work2.1 Recommendation Using Collaborative Filtering; 2.2 Recommendation Using Content-Based Filtering; 3 Proposed Approach; 3.1 The Genome Tags; 3.2 Data Preparation; 3.3 Feature Reduction; 3.4 Distance Between Movies; 3.5 Recommending Movies; 4 Results; 5 Conclusion; References; Leveraging Machine Learning in Mist Computing Telemonitoring System for Diabetes Prediction; 1 Introduction; 2 Related Works; 2.1 Fog Computing; 2.2 Mist Computing; 2.3 Medical Big Data; 3 Proposed Model; 3.1 Proposed Mist Architecture: MistLearn
6 Development of Automated Tool for Extraction of Software Fault Data (ESF Tool)7 Conclusion; References; Comparative Study of Mobile Forensic Tools; 1 Introduction; 2 Literature Review; 3 Proposed Work; 4 Experimental Setup; 5 Results and Discussion; 6 Conclusions; References; Implementation of Image Compression and Cryptography on Fractal Images; 1 Introduction; 1.1 Fractals; 2 Quadtree Decomposition; 3 Huffman Coding; 4 Proposed Approach; 4.1 PSNR; 5 Necessity of the Use of Huffman Encoding; 6 Selective Encryption; 7 Security Analysis of Proposed Algorithm; 7.1 Correlation Coefficients
7.2 Information Entropy7.3 Histogram Analysis; 8 Conclusion; References; Computer-Aided Diagnosis of Melanoma Skin Cancer: A Review; 1 Introduction; 2 Literature Categorization; 2.1 Image Acquisition; 2.2 Preprocessing; 2.3 Segmentation; 2.4 Feature Extraction; 2.5 Feature Selection; 2.6 Classification; 3 Conclusion; References; Computer Vision-Based Tomato Grading and Sorting; 1 Introduction; 2 Related Work; 3 Proposed Method; 4 Results and Discussion; 5 Conclusion and Future Scope; References; Movie Recommendation System Using Genome Tags and Content-Based Filtering; 1 Introduction
Discrete Wavelet Transform and kNN-Based Fault Detector and Classifier for PV Integrated Microgrid1 Introduction; 2 Modelling and Simulation of Microgrid Under Study; 3 Development of kNN-Based Fault Detector/Classifier; 3.1 Overview of the Presented Technique; 3.2 Pre-processing of Signal and Feature Extraction; 3.3 Fault Detection/Classification Using kNN; 4 Performance Evaluation of Proposed Scheme; 5 Conclusion; References; Automated Tool for Extraction of Software Fault Data; 1 Introduction; 2 Related Work; 3 Subversion; 4 Fault Data Extraction Process; 5 Software Metric Extraction
Summary The book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Data and Information Systems (ICDIS 2017), held at Indira Gandhi National Tribal University, India from November 3 to 4, 2017. The book covers all aspects of computational sciences and information security. In chapters written by leading researchers, developers and practitioner from academia and industry, it highlights the latest developments and technical solutions, helping readers from the computer industry capitalize on key advances in next-generation computer and communication technology
Notes Online resource; title from PDF title page (SpringerLink, viewed April 16, 2018)
Subject Artificial intelligence -- Congresses.
Computer engineering -- Congresses.
Software architecture -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Kolhe, Mohan, editor
Singh, Vikash Kumar, editor
Tiwari, Shailesh, editor
Trivedi, Munesh C., editor
ISBN 9789811083594
9789811083600 (electronic bk.)
9811083592
9811083606 (electronic bk.)
(print)
Other Titles ICDIS 2017