Advanced Computing and Systems for Security

1. Front Matter

   Pages i-ix

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2. Automatic Caption Generation of Retinal Diseases with Self-trained RNN Merge Model

   • Sanjukta Mishra, Minakshi Banerjee

   Pages 1-10

3. Dimensionality Reduction of Hyperspectral Images: A Data-Driven Approach for Band Selection

   • Arati Paul, Putul Sahoo, Nabendu Chaki

   Pages 11-27

4. Comment-Mine—A Semantic Search Approach to Program Comprehension from Code Comments

   • Srijoni Majumdar, Shakti Papdeja, Partha Pratim Das, Soumya Kanti Ghosh

   Pages 29-42

5. Biomarker Gene Identification Using a Quantum Inspired Clustering Approach

   • Srirupa Dasgupta, Arpita Das, Abhinandan Khan, Rajat Kumar Pal, Goutam Saha

   Pages 43-56

6. Shot Classification and Replay Detection in Broadcast Soccer Video

   • Saikat Sarkar, Sazid Ali, Amlan Chakrabarti

   Pages 57-66

7. A Novel Automated Blood Cell Counting Method Based on Deconvolution and Convolution and Its Application to Neural Networks

   • Joydeep Chatterjee, Semanti Chakraborty, Kanik Palodhi

   Pages 67-78

8. A Citizen-Centred Sentiment Analysis Towards India’s Critically Endangered Avian and Mammalian Species

   • Inderjeet Singh Bamrah, Akshay Girdhar

   Pages 79-93

9. Methodology for Generating Synthetic Time-Dependant Probabilistic Speed Profiles

   • Lukáš Rapant, Daniela Szturcová, Martin Golasowski, David Vojtek

   Pages 95-108

10. A Multi-Scale Patch-Based Deep Learning System for Polyp Segmentation

    • Debapriya Banik, Debotosh Bhattacharjee, Mita Nasipuri

    Pages 109-119

11. Object Detection in Rainy Condition from Video Using YOLO Based Deep Learning Model

    • Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri

    Pages 121-131

12. Visualization of the Evacuation Process Including People with Heart Diseases

    • Łukasz Szymkowski, Khalid Saeed, Piotr Szymkowski

    Pages 133-142

This book features extended versions of selected papers that were presented and discussed at the 7th International Doctoral Symposium on Applied Computation and Security Systems (ACSS 2020), held in Kolkata, India, on February 28–29, 2020. Organized by the Departments of Computer Science & Engineering and A. K. Choudhury School of Information Technology at the University of Calcutta, the symposium’s international partners were Ca' Foscari University of Venice, Italy, and Bialystok University of Technology, Poland. The topics covered include biometrics, image processing, pattern recognition, algorithms, cloud computing, wireless sensor networks, and security systems, reflecting the various symposium sessions. 

• Analysis and Verification Techniques
• Large Scale Networking
• Remote Healthcare
• Signal Processing
• Intelligent Transportation System
• Human Computer Interaction
• Data Analytics
• Software Security
• Natural Language Processing
• Quantum Computing

• A.K. Choudhury School of Information Technology, University of Calcutta, Kolkata, India

  Rituparna Chaki

• DAIS, Ca' Foscari University, Venezia, Italy

  Agostino Cortesi

• Faculty of Computer Science, Bialystok University of Technology, Bialystok, Poland

  Khalid Saeed

• Department of Computer Science and Engineering, University of Calcutta, Kolkata, India

  Nabendu Chaki

Rituparna Chaki is a Professor of Information Technology at the University of Calcutta, India. She received her Ph.D. from Jadavpur University, India, in 2003 and has been with the University of Calcutta since 2013. Her research interests include optical networks, sensor networks, mobile ad hoc networks, the Internet of Things, data mining, etc.


Agostino Cortesi, Ph.D., is a Full Professor of Computer Science at Ca' Foscari University, Venice, Italy. He has previously served as Dean of Computer Science studies, as Department Chair, and as Vice-Rector for quality assessment and institutional affairs. His research interests include programming languages theory, software engineering, and static analysis techniques, with particular emphasis on security applications.
 
Khalid Saeed is a Full Professor at the Faculty of Computer Science, Bialystok University of Technology, Poland. His research interests include biometrics, image analysisand processing, and computer information systems. 
Nabendu Chaki is a Professor at the Department of Computer Science & Engineering, University of Calcutta, India.


Dr. Nabendu Chaki completed his initial Physics studies at the legendary Presidency College in Kolkata, followed by Computer Science & Engineering studies at the University of Calcutta. He received his Ph.D. from Jadavpur University, India, in 2000. He holds six international patents, including four U.S. patents with his students. Prof. Chaki has been highly active in developing international standards for software engineering and cloud computing as a member of the Global Directory (GD) for ISO-IEC.

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