Dept. of Computational Science: Research

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Research Activities of the Faculty Members along with the Domain

The faculties of ‘Department of Computational Science’ under the ‘School of Computational & Applied Sciences’, Brainware University, are working in various research domains like Cryptography, Network Security, Data Mining, Network Security, Sensor Networking, Computer Vision, Network Security, Awareness in Green Cloud Computing, Data Fusion, Reconfigurable Hardware, Network Topology, Web Development, Applied Algorithm, Sensor Networking, Data Mining, IoT, Digital Image processing, Machine Learning, Image Recognition, Database Systems,Frequent sub-graph mining, Machine and Deep Learning, Bio informatics, Text Mining, Soft Computing, Medical Imaging, Modern application Development, Gene Expression, Micro array Data Mining.

Departmental Publications:
  1. VEA: Vessel Extraction Algorithm by Active Contour Model and a Novel Wavelet Analyzer for Diabetic Retinopathy Detection, Swarup Kr Ghosh, Anupam Ghosh, Amlan Chakrabarti, International Journal of Image and Graphics-World Scientific ISSN (print): 0219-4678, ISSN (online): 1793-6756, Vol. 18, No. 02, 1850008 (2018), pp. 1850008-1 to 1850008-20
  2. Remote Intruder Detection System, Ayan Mukherjee, International Journal on Future Revolution in Computer Science & Communication Engineering, ISSN: 2454-4248, Volume: 3 Issue: 12, pp. 359 – 362
  3. DFVGWRP: A Data Fusion Virtual Grid-Based Weighted Rendezvous Planning for Mobile Sink- Based Wireless Sensor Networks, Sandip Roy, Debabrata Sardar, Boudhayan Bhattacharya, Rajesh Bose, Advances in Wireless and Mobile Communications, ISSN 0973-6972, Vol. 10, No. 4, pp. 801-818
  4. A Hybrid Model for End to End Online Handwriting Recognition, Partha S. Mukherjee, Bappaditya Chakraborty, Ujjwal Bhattacharya, Swapan K. Parui, 2017 14th IAPR International Conference on Document Analysis and Recognition, ISBN: 978-1-5386-3586-5
  5. Does Deeper Network Lead to Better Accuracy: A Case Study on Handwritten Devanagari Characters, Bappaditya Chakraborty, Bikash Shaw, Ujjwal Bhattacharya, SK Parui, Jayanta Aich, 13th IAPR International Workshop on Document Analysis Systems, ISBN: 978-1-5386-3346-5
  6. Emotion recognition from speech using convolutional neural network with recurrent neural network architecture, Saikat Basu, Jaybrata Chakraborty, Md. Aftabuddin, 2017 2nd International Conference on Communication and Electronics Systems (ICCES), ISBN: 978-1-5090-5013-0
  7. Brain Image Segmentation for tissue classification using graph cut, Saikat Banerjee, Subhajyoti Mahata, Krishnendu Saha, International Conference on Electrical, Electronics, Computers, Communication, Mechanical & Computing (EECCMC 2018), ISBN:978-1-5386-4304-4
  8. Li-Fi based smart society architecture, Krishnendu Saha, Chandrani Ray Chowdhury, Aparajita Mukherjee, International Conference on Electrical, Electronics, Computers, Communication, Mechanical & Computing (EECCMC 2018), ISBN:978-1-5386-4304-4
  9. A Modified Probabilistic K-D Tree Approach to Improve the Data Quality of Sensor Network, Krishnendu Saha, Chandrani Ray Chowdhury, International Journal of Computer Engineering and Applications, ISSN:2321-3469
  10. Probabilistic Sink Placement Strategy in Wireless Sensor Network, Krishnendu Saha, Jayanta Aich, Sumana Chakraborty, Sayan Bose, International Conference on Contemporary Advances in Innovative & Applicable Information Technology (ICCAIAIT), 2018, ISBN:978-981--13-1539-8
  11. A Priority and Request Based Algorithm for Distributed System, Soumik Guha Roy, Sowvik Dey, Joy Samadder, International Journal of Computer Engineering and Applications, ISSN-2321 3469
  12. Affect Detection from Speech using Deep Convolutional Neural Network Architecture, Saikat Basu, Jaybrata Chakraborty, Md. Aftabuddin 14th IEEE India Council International Conference (INDICON), ISBN: 978-1-5386-4318-1
  13. Knowledge Generation Using Sentiment Classification Involving Machine Learning on E-Commerce, Swarup Kr Ghosh, Sowvik Dey, Anupam Ghosh, International Journal of Business Analytics (IJBAN): IGI Global, ISSN: 2334-4547
  14. A survey of Emotion Recognition from Handwritten Script, Tanmoy Pal, Bappaditya Chakraborty, Jaybrata Chakraborty, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, VII , Special Issue 1, 2019, pp. 26-28
  15. Survey on speech Imitation using Machine Learning, Rahul Kumar, Jaybrata Chakraborty, Bappaditya Chakraborty, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, VII , Special Issue 1, 2019, pp. 39-43
  16. Product Based Sentiment Classification Using Machine Learning on E-Commerce, Basudev Saha, Swarup Kr Ghosh, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, VII , Special Issue 1, 2019, pp. 130-138
  17. Recent Block-Based Image Segmentation: A Brief Survey, Arpan Kisore Sarbadhikari, Boudhayan Bhattacharya, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, VII , Special Issue 1, 2019, pp. 115-118
  18. A Study on Security Aspects in Ad Hoc Cloud Networks, Sarasij Majumdar, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, Vol. VII , Special Issue 1, 2019, pp.1-5
  19. A Study on Security and Privacy Issues of Blockchain, Saswati Ghosh, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, Special Issue 1, 2019,pp.107-109, 2019, pp. 107-109
  20. Design and Implementation of a Novel Cryptographic Technique for Network Security using Genetic Algorithms (GAS), Sundar Roy Chowdhury, Abhinandan Ghosh, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, Vol. VII,Special Issue 1, 2019, pp. 119-125
  21. A Survey on Agile Methodologies and their cascaded effects in Software Development Life Cycle Model, Sumana Chakraborty, International Journal of Innovative Knowledge Concepts, ISSN: 2454-2415, pp. 104-106
  22. Analysing vegetation cover of an area using established Green Index from Satellite Image, Soma Mitra, International Journal of Computer Sciences and Engineering, E-ISSN: 2347-2693
  23. Sayan Nath, Rajdeep Chandra, Puja Shaw: “Collaborative Network Security Management System based on Cloud Computing: A Review” in International Conference on Recent Advances in Informatics, Communication, Management, Health and Applied Sciences, 2nd to 4th February 2019.
  24. Soumya Mukherjee, paper titled “A study on Smartphone Security Analysis using Artificial Neural Network” in International Conference on Recent Advances in Informatics, Communication, Management, Health & Applied Sciences , 2nd to 4th February, 2019.

Book Chapter

  1. Jaybrata Chakraborty, Artificial Intelligence: The Future for the Development, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.
  2. Sumana Chakraborty, Multimedia Database: An Overview, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.
  3. Ayan Mukherjee, Security Challenges for Internet of Things, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.
  4. Bappaditya Chakraborty, Machine Learning: Introduction, Trends and Applications, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.
  5. Boudhayan Bhattacharya, Expert System: An Overview, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.
  6. Partha Pratim Dasgupta, Big Data Analytics: The Foundation, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.
  7. Arpan Kisore Sarbadhikari, Image Processing in Aerial Surveillance and Reconnaissance, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.
  8. Abhinandan Ghosh, Artificial Intelligence: its growth and application in real world, Computer & Information Systems into Next Frontier: The Emergence, published by New Delhi Publishers, New Delhi.

Reviewer (Journal/Conference)
Mr. Boudhayan Bhattacharya

  1. Advances in Science, Technology and Engineering Systems Journal (ASTESJ) (ISSN: 2415-6698)
  2. London Journal of Research in Computer Science and Technology (LJRCST) (Print) ISSN 2514-863X (Online) ISSN 2514-8648
  3. The 9th International Conference on Electronics, Communications and Networks (CECNet2019), Kitakyushu City, Japan, October 18-21, 2019.