Dr. Sreeja S R
Assistant Professor
Office Address:
2nd Floor, Academic Building
Department of Computer Science and Engineering
Indian Institute of Information Technology, Sri City,
Chittoor Andhra Pradesh - 517 646, India.
Academic Qualifications
Education:
Ph.D.in Computer Science and Engineering
(July 2014 – July 2020)
Indian institute of Technology Kharagpur, India
Thesis Title: Sparsity-Based Approaches to Motor Imagery Electroencephalogram Signal Processing
Research Areas of Interest
- Brain Computer Interface
- Mental workload and cognitive load estimation
- Artifact Removal from EEG Signals
- Sparse Approximation and Sparse Representation based Classification
- Feature Optimization
- Machine Learning
Awards / Honours
- PhD Scholarship (MHRD, Govt. of India) 2014-2019 from IIT Kharagpur.
- Infosys Women Student Travel Grant for attending The International Conferenceon new Trends in Computing Sciences (ICTCS), PSUT, Jordan, October 2017.
- Secured 26th rank (out of 4093 students) in Anna University M. E. 2014, Computer Science and Engineering Examinations.
Projects
Publications
2016
- Sreeja. S. R.,Vaidic Joshi, Shabnam Samima, Anushri Saha, Joytirmoy Rabha, Baljeet Singh Cheema, Debasis Samanta, Pabitra Mitra, BCI Augmented Text Entry Mechanism for People with Special Needs, 8th International conference on IHCI, BITS pilani, India, Springer, pp. 81-93, Dec 2016.
2017
- Sreeja. S. R., Joytirmoy Rabha, K. Y. Nagarjuna, Debasis Samanta, Pabitra Mitra, Monalisa Sarma, Motor Imagery EEG Signal Processing and Classification using Machine Learning Approach, The International Conference on new Trends in Computing Sciences (ICTCS), PSUT, Jordan, IEEE, pp. 61-66, Oct 2017.
- Sreeja. S. R., Rajiv Ranjan Sahay, Debasis Samanta, Pabitra Mitra, Removal of Eye Blink Artifacts from EEG signals using Sparsity, IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 5, pp. 1362–1372, Nov 2017. DOI: 10.1109/JBHI.2017.2771783
- Sreeja. S. R., Joytirmoy Rabha, Debasis Samanta, Pabitra Mitra, Monalisa Sarma, Classification of motor imagery based EEG signals using sparsity approach for BCI systems, 9th International conference on Intelligent Human Computer Interaction (IHCI), Evry, France, Springer, pp. 47-59, Dec 2017.
2018
- Sreeja. S. R., Debasis Samanta, Pabitra Mitra, Monalisa Sarma, Motor Imagery EEG Signal Processing and Classification using Machine Learning Approach, Jordanian Journal of Computers and Information Technology (JJCIT), vol. 04, no. 02, pp. 80–93, Aug 2018. DOI: 10.5455/jjcit.71-1512555333
- Anushri Saha, Vikash Minz, Sanjith Bonela, Sreeja. S. R., Ritwika Chowdhury, Debasis Samanta, Classification of EEG signals for cognitive load estimation using deep learning architectures, 10th International Conference on Intelligent Human Computer Interaction (IHCI), India, Springer, pp. 59–68, Dec 2018.
2019
- Sreeja. S. R., Himanshu, Debasis Samanta, Weighted sparse representation for classification of motor imagery EEG signals, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, IEEE, pp. 6180-6183, Jul 2019.
- Sreeja. S. R., Debasis Samanta, Classification of Multiclass Motor Imagery EEG Signal using Sparsity Approach, Neurocomputing, vol. 368, pp. 133–145, Elsevier, Aug 2019.DOI: https://doi.org/10.1016/j.neucom.2019.08.037
2020
- Sreeja. S. R., Himanshu, Debasis Samanta, Distance-based weighted sparse representation to classify motor imagery EEG signals, Multimedia Tools and Applications, vol. 79 no. 19, pp. 13775–13793, Springer, Feb 2020. DOI: 10.1007/s11042-019-08602-0
Students
Teaching
News / Updates
Contact Information
Address for Communication:
2nd Floor, Academic Building
Department of Computer Science and Engineering
Indian Institute of Information Technology, Sri City,
Chittoor Andhra Pradesh - 517 646, India.
