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Data Science and Analytics

5th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2019, Gurugram, India, November 15–16, 2019, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Usha Batra

    1. GD Goenka University, Gurugram, India

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  2. Nihar Ranjan Roy

    1. GD Goenka University, Sohna, India

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    You can also search for this editor in PubMed   Google Scholar

  3. Brajendra Panda

    1. University of Arkansas, Fayetteville, USA

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1229)

Included in the following conference series:

Conference proceedings info: REDSET 2019.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. Data Centric Programming

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. An Efficient Approach for Selection of Initial Cluster Centroids for k-means

      • Manoj Kr. Gupta, Pravin Chandra
      Pages 3-13

    3. Bedsore Ulcer Detection Using Support Vector Machine

      • Anand Upadhyay, Nida Baig, Anishka Pereira
      Pages 14-23

    4. Model Performance Evaluation: Sales Prediction

      • Abhishek Singh, Satyajee Srivastava
      Pages 24-37

    5. Predicting Trends of Stock Market Using SVM: A Big Data Analytics Approach

      • Sneh Kalra, Sachin Gupta, Jay Shankar Prasad
      Pages 38-48

    6. Hybrid Entropy Method for Large Data Set Reduction Using MLP-ANN and SVM Classifiers

      • Rashmi, Udayan Ghose
      Pages 49-63

    7. Android Smells Detection Using ML Algorithms with Static Code Metrics

      • Aakanshi Gupta, Bharti Suri, Vishal Bhat
      Pages 64-79

    8. Parallel Solution to LIS Using Divide-and-Conquer Approach

      • Seema Rani, Dharamveer Singh Rajpoot
      Pages 80-90

    9. US Air Quality Index Forecasting: A Comparative Study

      • Rishipal Singh, Vanisha Singh, Nonita Sharma
      Pages 91-102

    10. Effect Analysis of Contrast Enhancement Techniques on Cancer Classification in Colon Histopathology Images Using Machine Learning

      • Manju Dabass, Sharda Vashisth, Rekha Vig
      Pages 103-119

    11. A Novel Activation Function in Convolutional Neural Network for Image Classification in Deep Learning

      • Ochin Sharma
      Pages 120-130

    12. Evaluation of Nephrology Dataset Through Deep Learning Technique

      • Neha Dohare, Shelly Sachdeva
      Pages 131-139

    13. Prediction of Ticket Prices for Public Transport Using Linear Regression and Random Forest Regression Methods: A Practical Approach Using Machine Learning

      • Aditi, Akash Dutta, Aman Dureja, Salil Abrol, Ajay Dureja
      Pages 140-150

    14. Identification of Novel Drug Targets in Pathogenic Aspergillus Fumigatus: An in Silico Approach

      • Reena Gupta, Chandra Shekhar Rai
      Pages 151-160

    15. Comparing Classifiers for Universal Steganalysis

      • Ankita Gupta, Rita Chhikara, Prabha Sharma
      Pages 161-169

    16. Airline Prices Analysis and Prediction Using Decision Tree Regressor

      • Neeraj Joshi, Gaurav Singh, Saurav Kumar, Rachna Jain, Preeti Nagrath
      Pages 170-186

    17. ANN Based Direct Modelling of T Type Thermocouple for Alleviating Non Linearity

      • Ashu Gautam, Sherin Zafar
      Pages 187-202

    18. Forecasting of Literacy Rate Using Statistical and Data Mining Methods of Chhattisgarh

      • Aditeya Nanda, Vishwani Sati, Shweta Bhardwaj
      Pages 203-211

    19. Recommendation System for Prediction of Tumour in Cells Using Machine Learning Approach

      • Ankit Verma, Amar Shukla, Tanupriya Choudhury, Anshul Chauhan
      Pages 212-222
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Other volumes

  1. Data Science and Analytics

  2. Data Science and Analytics

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About this book

This two-volume set (CCIS 1229 and CCIS 1230) constitutes the refereed proceedings of the 5th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2019, held in Gurugram, India, in November 2019. The 74 revised full papers presented were carefully reviewed and selected from total 353 submissions. The papers are organized in topical sections on data centric programming; next generation computing; social and web analytics; security in data science analytics; big data analytics. 

Editors and Affiliations

  • GD Goenka University, Gurugram, India

    Usha Batra

  • GD Goenka University, Sohna, India

    Nihar Ranjan Roy

  • University of Arkansas, Fayetteville, USA

    Brajendra Panda

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