Research Publications

1. Sayantani Basu and Roy H. Campbell (2021), “Identifying new COVID-19 variants from spike proteins using novelty detection”, Accepted at MedInfo 2021.
2. Sayantani Basu and Roy H. Campbell (2021), “Classifying COVID-19 variants based on genetic sequences using deep learning models“, bioRxiv doi: 10.1101/2021.06.29.450335 .
3. Sayantani Basu (2020), “A study of the dynamics and genetics of COVID-19 through machine learning, MS Thesis, University of Illinois at Urbana-Champaign.

4. Sayantani Basu and Roy H. Campbell (2020), “Going by the Numbers : Learning and Modeling COVID-19 Disease Dynamics, Chaos, Solitons & Fractals, doi: 10.1016/j.chaos.2020.110140 .

(Pre-Print Version) Sayantani Basu and Roy H. Campbell (2020), “Going by the Numbers : Learning and Modeling COVID-19 Disease Dynamics, medRxiv doi: 10.1101/2020.05.18.20106112 .

5. Carl Yang, Dai Teng, Siyang Liu, Sayantani Basu, Jieyu Zhang, Jingbo Shang, Chao Zhang, Jiaming Shen, Lance Kaplan, Timothy Harratty and Jiawei Han (2019), “CubeNet: Multi-Facet Hierarchical Heterogeneous Network Construction, Exploration, and Application, Projects Showcase Track at KDD 2019 – the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Anchorage, Alaska, USA.

6. Sayantani Basu, Marimuthu K., Mita Nasipuri, Anup Kumar Halder and Niranchana R. (2019), “Bio-Inspired Cryptosystem with DNA Cryptography and Neural Networks, Journal of Systems Architecture, 94, 24-31.

7. Sayantani Basu, Govinda K., Ramasubbareddy Somula and Venkatasubbaiah C. (2019), “Improved Genetic Algorithm for Monitoring of Virtual Machines in Cloud Environment, Smart Intelligent Computing and Applications, Volume 2, pp. 319-326 (Proceedings of the Second International Conference  on Smart Computing and Informatics – SCI 2018, India) .

8. Sayantani Basu, Marimuthu K., Selvakumar K., Kuan-Ching Li, S. K. Hafizul Islam, Mohammad Mehedi Hassan and Md Zakirul Alam Bhuiyan (2018), “An Intelligent/Cognitive Model of Task Scheduling for IoT Applications in Cloud Computing Environment, Future Generation Computer Systems, 88, 254-261.

9. Sayantani Basu, Marimuthu K., Rajkumar S. and Niranchana R. (2018), “Modification of AES using Genetic Algorithms for High-Definition Image EncryptionInternational Journal of Intelligent Systems Technologies and Applications, 17(4), 452-466.

10. Sayantani Basu, Ananda Kumar S. and Bhuvana Shanmugam (2018), “Epilepsy Detecting and Halting Mechanism Using Wireless Sensor Networks, Electronics, 22(1), 34-39.

11. Sayantani Basu and Sureshkumar N. (2017), “Automated Detection of Focal Cortical Dysplasia Lesions from MRI Scans of Epilepsy Patients, International Journal of Tomography and Simulation, 30(3), 59-68.

12. Marimuthu K., Saru Kumari, Xiong Li, Fan Wu, Ashok Kumar Das, Muhammad Khurram Khan, Saravanan R. and Sayantani Basu (2017), “A Dynamic ID-Based Generic Framework for Anonymous Authentication Scheme for Roaming Service in Global Mobility Networks, Wireless Personal Communications, 93(2), 383-407.

13. Marimuthu K., Saru Kumari, Ashok Kumar Das, Xiong Li, Fan Wu, and Sayantani Basu (2016), “A secure lightweight authentication scheme with user anonymity for roaming service in ubiquitous networks, Security and Communication Networks, 9(17), 4192-4209.

14. Sayantani Basu and Monisha Chakraborty (2018), “OCT Image Classification Model using Hybrid Filters and Convolutional Neural Networks, International Journal of Emerging Technology and Advanced Engineering, 8(1), 335-340.

15. Sayantani Basu and Sathyaraj R. (2017), “Cloud Computing and Big Data for Genomics: A Review, International Journal of Advanced Research in Computer Science, 8(3), 728-731.

16. Sayantani Basu and Sudheer C.V. (2017), “Addiction to Social Media: A Review, International Journal of Recent Scientific Research, 8(4), 16345-16349.

17. Karthikeyan K. and Sayantani Basu (2015), “Neural Network Technique in Data Mining for Prediction of Earth Quake, International Journal of Pharmacy and Technology, 7(3), 9543-9554.