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Advances in Data Science

Third International Conference on Intelligent Information Technologies, ICIIT 2018, Chennai, India, December 11–14, 2018, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Leman Akoglu

    1. Carnegie Mellon University, Pittsburgh, USA

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  2. Emilio Ferrara

    1. University of Southern California, Marina Del Rey, USA

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  3. Mallayya Deivamani

    1. CEG, Anna University, Chennai, India

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  4. Ricardo Baeza-Yates

    1. Northeastern University at Silicon Valley, San Jose, USA

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  5. Palanisamy Yogesh

    1. Anna University, Chennai, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 941)

Included in the following conference series:

Conference proceedings info: ICIIT 2018.

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Table of contents (15 papers)

  1. Front Matter

    Pages I-XXXVIII
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  2. Data Science Foundations

    1. Front Matter

      Pages 1-1
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    2. GCRITICPA: A CRITIC and Grey Relational Analysis Based Service Ranking Approach for Cloud Service Selection

      • Gireesha Obulaporam, Nivethitha Somu, Gauthama Raman ManiIyer Ramani, Akshya Kaveri Boopathy, Shankar Sriram Vathula Sankaran
      Pages 3-16

    3. Cloud Enabled Intrusion Detector and Alerter Using Improved Deep Learning Technique

      • K. Kanagaraj, S. Swamynathan, A. Karthikeyan
      Pages 17-29

    4. Temporal and Stochastic Modelling of Attacker Behaviour

      • Rahul Rade, Soham Deshmukh, Ruturaj Nene, Amey S. Wadekar, Ajay Unny
      Pages 30-45

    5. Automatic License Plate Recognition Using Deep Learning

      • Bhavin Dhedhi, Prathamesh Datar, Anuj Chiplunkar, Kashish Jain, Amrith Rangarajan, Jayshree Kundargi
      Pages 46-58

  3. Data Management and Processing Technologies

    1. Front Matter

      Pages 59-59
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    2. Towards Reliable Storage for Cloud Systems with Selective Data Encryption and Splitting Strategy

      • Z. Asmathunnisa, P. Yogesh
      Pages 61-74

    3. Smart Solar Energy Based Irrigation System with GSM

      • C. Bhuvaneswari, K. Vasanth, S. M. Shyni, S. Saravanan
      Pages 75-85

  4. Data Analytics and its Applications

    1. Front Matter

      Pages 87-87
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    2. Understanding the Role of Visual Features in Emoji Similarity

      • Sunny Rai, Apar Garg, Shampa Chakraverty
      Pages 89-97

    3. Semantic Network Based Cognitive, NLP Powered Question Answering System for Teaching Electrical Motor Concepts

      • Atul Prakash Prajapati, Ashish Chandiok, D. K. Chaturvedi
      Pages 98-112

    4. Novel Wrapper-Based Feature Selection for Efficient Clinical Decision Support System

      • R. Vanaja, Saswati Mukherjee
      Pages 113-129

    5. Linear and Nonlinear Analysis of Cardiac and Diabetic Subjects

      • Ulka Shirole, Manjusha Joshi, Pritish Bagul
      Pages 130-140

    6. A Study on Discontinuity Pattern in Online Social Networks Data Using Regression Discontinuity Design

      • K. Sailaja Kumar, D. Evangelin Geetha, T. V. Suresh Kumar
      Pages 141-150

    7. “Senator, We Sell Ads”: Analysis of the 2016 Russian Facebook Ads Campaign

      • Ritam Dutt, Ashok Deb, Emilio Ferrara
      Pages 151-168

    8. Semantic Query-Based Patent Summarization System (SQPSS)

      • K. Girthana, S. Swamynathan
      Pages 169-179

    9. Proposed Strategy for Allergy Prediction Based on Weather Forecasting and Social Media Analysis

      • Sugandha Sharma, Anmol Sachan, Harneet Singh
      Pages 180-189

    10. Wind Characteristics and Weibull Parameter Analysis to Predict Wind Power Potential Along the South-East Coastline of Tamil Nadu

      • P. S. Maran, P. M. Velumurugan, B. Prabhu Dass Batvari
      Pages 190-199

  5. Back Matter

    Pages 201-201
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Other volumes

  1. Advances in Data Science

Keywords

About this book

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Advances in Data Science, ICIIT 2018, held in Chennai, India, in December 2018.
The 11 full papers along with 4 short papers presented were carefully reviewed and selected from 74 submissions.The papers are organized in topical sections on data science foundations, data management and processing technologies, data analytics and its applications.

Editors and Affiliations

  • Carnegie Mellon University, Pittsburgh, USA

    Leman Akoglu

  • University of Southern California, Marina Del Rey, USA

    Emilio Ferrara

  • CEG, Anna University, Chennai, India

    Mallayya Deivamani

  • Northeastern University at Silicon Valley, San Jose, USA

    Ricardo Baeza-Yates

  • Anna University, Chennai, India

    Palanisamy Yogesh

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