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Computing Science, Communication and Security

First International Conference, COMS2 2020, Gujarat, India, March 26–27, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Nirbhay Chaubey

    1. Ganpat University, Gujarat, India

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  2. Satyen Parikh

    1. Ganpat University, Gujarat, India

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    You can also search for this editor in PubMed   Google Scholar

  3. Kiran Amin

    1. Ganpat University, Gujarat, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1235)

Included in the following conference series:

Conference proceedings info: COMS2 2020.

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Table of contents (28 papers)

  1. Front Matter

    Pages i-xv
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  2. Artificial Intelligence and Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Applications of Classical and Deep Learning Techniques for Polar Bear Detection and Recognition from Aero Photography

      • Mikhail A. Nakhatovich, Ilya Y. Surikov, Vladimir Chernook, Natalia Chernook, Daniil A. Savchuk
      Pages 3-15

    3. Floor Plan Recognition and Vectorization Using Combination UNet, Faster-RCNN, Statistical Component Analysis and Ramer-Douglas-Peucker

      • Ilya Y. Surikov, Mikhail A. Nakhatovich, Sergey Y. Belyaev, Daniil A. Savchuk
      Pages 16-28

    4. Predicting Passenger Flow in BTS and MTS Using Hybrid Stacked Auto-encoder and Softmax Regression

      • Archana M. Nayak, Nirbhay Chaubey
      Pages 29-41

    5. Deep Recurrent Neural Network with Tanimoto Similarity and MKSIFT Features for Medical Image Search and Retrieval

      • Hardik H. Bhatt, Anand P. Mankodia
      Pages 42-54

    6. Demystifying Computational Techniques Used to Diagnose Tuberculosis

      • Dhruvi J. Ka Patel, Mosin I. Hasan, Narendar M. Patel
      Pages 55-69

    7. Indian Currency Recognition from Live Video Using Deep Learning

      • Kushal Bhavsar, Keyurbhai Jani, Rakeshkumar Vanzara
      Pages 70-81

    8. RETRACTED CHAPTER: Optimization of Driving Efficiency for Pre-determined Routes: Proactive Vehicle Traffic Control

      • Amelec Viloria, Omar Bonerge Pineda Lezama, Noel Varela, Jorge Luis Diaz Martínez
      Pages 82-94

    9. Emotion Classification with Reduced Feature Set SGDClassifier, Random Forest and Performance Tuning

      • Kaushika Pal, Biraj V. Patel
      Pages 95-108

    10. Melanoma Detection Using HSV with SVM Classifier and De-duplication Technique to Increase Efficiency

      • Mayura Patil, Nilima Dongre
      Pages 109-120

    11. Cyber Intrusion Detection Using Machine Learning Classification Techniques

      • Hamed Alqahtani, Iqbal H. Sarker, Asra Kalim, Syed Md. Minhaz Hossain, Sheikh Ikhlaq, Sohrab Hossain
      Pages 121-131

    12. Prediction of Lung Cancer Using Machine Learning Classifier

      • Radhanath Patra
      Pages 132-142

    13. A Rule-Based Expert System to Assess Coronary Artery Disease Under Uncertainty

      • Sohrab Hossain, Dhiman Sarma, Rana Joyti Chakma, Wahidul Alam, Mohammed Moshiul Hoque, Iqbal H. Sarker
      Pages 143-159

    14. Multiclass MI-Task Classification Using Logistic Regression and Filter Bank Common Spatial Patterns

      • Md. Mahmudul Haque Joy, Mohammad Hasan, Abu Saleh Musa Miah, Abir Ahmed, Sadia Anwar Tohfa, Md. Farukul Islam Bhuaiyan et al.
      Pages 160-170

  3. Network, Communication and Security

    1. Front Matter

      Pages 171-171
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    2. A New Channel-Aware Downlink Scheduling Algorithm for LTE-A and 5G HetNets

      • Flávio Alves Ferreira, Paulo Roberto Guardieiro
      Pages 173-183

    3. Ponte Message Broker Bridge Configuration Using MQTT and CoAP Protocol for Interoperability of IoT

      • Madhavi Dave, Mohanish Patel, Jyotika Doshi, Harshal Arolkar
      Pages 184-195

    4. ITS Based OBU: A Fallback Mechanism in Vehicular Ad-Hoc Network

      • Bhavin A. Kayasth, Rachna M. Patel
      Pages 196-209

    5. RETRACTED CHAPTER: Design of a Network with VANET Sporadic Cloud Computing Applied to Traffic Accident Prevention

      • Amelec Viloria, Omar Bonerge Pineda Lezama, Noel Varela, Jorge Luis Diaz Martínez
      Pages 210-221
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Other volumes

  1. Computing Science, Communication and Security

Keywords

About this book

This book constitutes revised selected papers of the First International Conference on Computing Science, Communication and Security, COMS2 2020, held in March 2020. Due to the COVID-19 pandemic the conference was held virtually. 

The 26 full papers and 1 short paper were thoroughly reveiwed and selected from 79 submissions. Papers are organised according to the topical sections on artificial intelligence and machine learning; network, communication and security; computing science.

Editors and Affiliations

  • Ganpat University, Gujarat, India

    Nirbhay Chaubey, Satyen Parikh, Kiran Amin

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