Computing Science, Communication and Security

1. Front Matter

   Pages i-xv

   PDF

2. Artificial Intelligence and Machine Learning

   1. Front Matter

      Pages 1-1

      PDF

   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

      PDF

   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

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.

• artificial intelligence
• communication systems
• computer hardware
• computer networks
• computer systems
• computer vision
• Human-Computer Interaction (HCI)
• image processing
• machine learning
• network protocols
• sensors
• signal processing
• software design
• telecommunication systems

• Ganpat University, Gujarat, India

  Nirbhay Chaubey, Satyen Parikh, Kiran Amin

Policies and ethics