Birla Institute of Technology, Mesra
Dr. Shamama Anwar
Assistant Professor, Computer Science and Engg
Ph.D, M.Tech (CS) 		Contact Address
Permanent Address Hera Apartment, Main Road, Ranchi - 834001
Local Address Hera Apartment, Main Road, Ranchi - 834001
Phone (Office) 2275548
Phone Residence 9431103880
Email Id shamama@bitmesra.ac.in
Joined Institute on : 6-Nov-2008
  Work Experience
 
Teaching : 10 Years

Research : 10 Years
  Research Areas
 

 Image Processing, Medical Image Processing, Machine Learning, Deep Learning, Cryptography, Blockchain
  Publications
 

     INTERNATIONAL Journals

  1. Shamama Anwar, Anshuman Srivastava (September 2024), “A threefold chaotic image encryption technique for efficacious image data protection”, International Journal of Computers and Applications, Taylor & Francis, https://doi.org/10.1080/1206212X.2024.2401606 [Scopus]
  2. Purushottam Singh, Prashant Pranav, Shamama Anwar, Sandip Dutta (July 2024), “Leveraging Generative Adversarial Networks for enhanced cryptographic key generation”, Concurrency and Computation: Practice and Experience, Wiley, https://doi.org/10.1002/cpe.8226 [SCIE, IF: 1.51]
  3. Shama Firdaus, Shamama Anwar, Subrajeet Mohapatra (May 2024), “Stacked deep ensemble for automated iron ore image characterization”, Arabian Journal of Science and Engineering, Springer. https://doi.org/10.1007/s13369-024-09162-8 [SCIE, IF: 2.61]
  4. Vandana Bhattacharjee, Ankita Priya, Nandini Kumari, Shamama Anwar (April, 2023), “DeepCOVNet Model for COVID-19 Detection Using Chest X-Ray Images”, Wireless Personal Communication,  Print ISSN 0929-6212, Online ISSN1572-834X https://doi.org/10.1007/s11277-023-10336-0 [SCIE, IF: 2.017]
  5. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee, Sudip Kumar Sahana (March, 2023),  “Visually evoked brain signals guided image regeneration using GAN variants.”, Multimedia and Tools Application: An International Journal, Springer, ISSN: Print ISSN1380-7501, Online ISSN1573-7721,   https://doi.org/10.1007/s11042-023-14769-4  [SCIE, IF: 2.577]
  6. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (October, 2022), “A comparative analysis of Machine and Deep learning techniques for EEG evoked Emotion classification.”, Wireless Personal Communication, 128, pp. 2869 - 2890, Print ISSN 0929-6212, Online ISSN1572-834X  https://doi.org/10.1007/s11277-022-10076-7. [SCIE, IF: 2.017]
  7. Adla Sanober, Shamama Anwar (May, 2022). “Crytographical Primitive for Blockchain: A Secure Random DNA encoded Key Generation technique”, Multimedia and Tools Application: An International Journal, Springer, 81, pp. 40413 – 40430, ISSN: Print ISSN1380-7501, Online ISSN1573-7721 https://doi.org/10.1007/s11042-022-13063-z [SCIE, IF: 2.757]
  8. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (Feb, 2022). “Time series dependent feature of EEG signals for improved visually evoked emotion classification using EmotionCapsNet”, Neural Computing and Applications, Special Issue for Deep Learning in Time-series data, pp. 1-13, Vol. 43, Issue 4, Online ISSN: 1433-3058, Print ISSN: 0941-0643. https://doi.org/10.1007/s00521-022-06942-x [SCIE, IF:5.606]
  9. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (Jan, 2022). “Automated Visual Stimuli Evoked Multi-channel EEG Signal Classification Using EEGCapsNet “, Pattern Recognition Letters, Elsevier, Vol. 153, pp. 29 – 35, ISSN: 0167-8655. doi: https://doi.org/10.1016/j.patrec.2021.11.019  [SCI, IF: 4.757]
  10. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (Feb, 2022). “A Deep Learning based approach for accurate diagnosis of Alcohol usage severity using EEG signal”, IETE Journal of Research. Pp. 1-16 ISSN: Print ISSN: 0377-2063 Online ISSN: 0974-780X, https://doi.org/10.1080/03772063.2022.2038705  [SCIE, IF: 2.333]
  11. Shamama Anwar, Ruchika Tulsyan, Souvik, Saha, Sudip Kumar Sahana (Dec, 2022), “AnonChain: A Secure File sharing framework using IPFS integrated Blockchain”, International Journal of Mathematical, Engineering and Management Sciences,  7(6), pp. 844-858, ISSN: 2455-7749, DOI:10.33889/IJMEMS.2022.7.6.053 [ESCI, Scopus]
  12. Shamama Anwar and Afrin Alam (Nov, 2020). “A Convolutional Neural Network based learning approach to Acute Lymphoblastic Leukaemia detection with automated feature extraction”, Medical & Biological Engineering & Computing, Springer, 58 (12), pp. 3113-3121. ISSN: 0140-0118, Online ISSN: 1741-0444 , https://doi.org/10.1007/s11517-020-02282-x [SCI, IF: 2.602]
  13. Shamama Anwar and G. Rajamohan (Oct, 2020). ”Improved Image Enhancement Algorithms based on the Switching Median Filtering Technique”, Arabian Journal for Science and Engineering, Springer, 45(12), pp.11103 – 11114, ISSN: 2191-4281, Online ISSN: 2193-567X. doi: https://doi.org/10.1007/s13369-020-04983-9 [SCIE, IF: 2.334]
  14. Nandini Kumari, Shamama Anwar, and Vandana Bhattacharjee (June, 2020). "Correlation and Relief Attribute Rank-based Feature Selection Methods for Detection of Alcoholic Disorder Using Electroencephalogram Signals." IETE Journal of Research, 68(5), pp. 3816-3828. ISSN: Print ISSN: 0377-2063 Online ISSN: 0974-780X,  https://doi.org/10.1080/03772063.2020.1780166 [SCIE, IF: 2.333]
  15. Shamama Anwar and Solleti Meghana (June, 2019), “A pixel permutation based image encryption technique using chaotic map”, Multimedia and Tools Application: An International Journal, Springer, Vol. 78, No. 19, pp 27569–27590., ISSN: Print ISSN1380-7501, Online ISSN1573-7721,  doi: https://doi.org/10.1007/s11042-019-07852-2 [SCIE, IF: 2.313]
  16. Shamama Anwar and G. Rajamohan (2018), “A rough sets based edge detector and its performance verification”, International Journal of Engineering Sciences & Emerging Technologies, Volume 10, Issue 3, pp: 58-68.
  17. Shamama Anwar (2018), “Text Recognition using Difference Ratio”, Smart Innovation, Systems and Technologies, Springer, 77, pp. 691 – 699. [Scopus Indexed]
  18. Shamama Anwar, G. Rajamohan (2016), “Action Recognition based on Mutual Difference Score”, Advances in Intelligent Systems and Computing, Springer, 515, pp. 711 – 719. [Scopus Indexed]
  19. Shamama Anwar and G. Rajamohan (2016), “Action recognition using similarity score from action descriptors”, International Journal of Advanced Studies in Computer Science and Engineering, Vol. 5, No. 9, pp. 14-21.
  20. Shamama Anwar and G. Rajamohan (2016), “An approach to human action recognition using the histogram of oriented gradients”, International Journal of Advanced Information Science and Technology, Vol. 52, No. 52, pp. 30-35.
  21. A. Sahu, S. Anwar, V. Kumar, A. Shukla (2015), “Human Activity Recognition Using CSI Angle and Euclidean Distance Feature”, International Journal of Applied Engineering Research, Vol 10, No. 55, 2015, 2968 – 2972. [Scopus Indexed].
  22. A. Priyam and S. Anwar (2011). “Application of Bayesian Classification for Ecogene Data”, International Journal of Mathematical Sciences and Engineering Applications, Vol 5, no. 1, pp. 69 – 76. [Impact Factor: 0.5029]
  23. A. Priyam, B. M. Karan, G. Sahoo, S. Anwar (2009), “An Optimal Approach towards Sequence Analysis“, International Journal of Contemporary Engineering Sciences, Vol 2, 2009, no. 383 - 390. [Impact Factor: 0.133, Scopus Indexed]
  24. K. S. Patnaik, J. F. Peters and S. Anwar (2008). “Influence of Temperature on Swarm bots that learn”. Cybernetics and Systems Journal, Taylor & Francis publication, Volume 39, Issue 5, July 2008, pages 502 – 519. [Impact Factor: 0.84, SCIE]
  25. K. S. Patnaik, S. Anwar (2008). “Q Learning in context of Approximation Spaces”. International Journal of Contemporary Engineering Sciences, Vol 1, 2008, no. 1, 41 – 49. [Impact Factor: 0.133, Scopus Indexed]

 

INTERNATIONAL Conferences

  1. Adla Sanober, Shamama Anwar, “RRPos: A Fair and Efficient Approach to Blockchain Consensus using Round Robin” accepted in IEEE International Conference on Blockchain and Distributed Systems Security, (IEEE ICBDS 2024)
  2. Shama Firdaus, Shamama Anwar, Subrajeet Mohapatra, “Data Augmentation techniques for Deep Neural Networks to classify microscopic iron ore images”, presented in 5th International Conference on Data Sciecne and Applications (ICDSA 2024), 17 – 19 July 2024 organized by Malaviya National Institute of Technology, Jaipur, India, proceedings to be published in Lecture Notes in Networks and Systems, Springer.
  3. Shamama Anwar, Nandan Tiwari, “An Empirical Analysis on the effect of different parameters in training a Generative Adversarial Network to produce realistic images”, presented in 2nd International Conference on MAchine inTelligence for Research & Innovations (MAiTRI-2024), 21-23 June, 2024 organized by NIT Srinagar, proceedings in Lecture Notes in Networks and Systems, Springer.
  4. Shama Firdaus, Shamama Anwar, Subrajeet Mohapatra, “ Hyper Parameter Tuning of Deep Neural Networks for exploring better adaptability to the iron ore microscopic image dataset”, presented in 4th International Conference on Machine Learning and Big Data Analytics (ICMLBDA 2024), 9-11 May 2024, organized by NIT Kurukshetra, proceedings in Mathematics and Statistics, Springer.
  5. Nandan Tiwari, Shamama Anwar, “A review on the efficacy of different data augmentation techniques for deep learning”, presented in 6th International Conference on Computational Intelligence in Communications and Business Analytics (CICBA 2024), 23-25 January 2024, organized by NIT Patna, proceedings to be published in Communications in Computer and Information Science, Springer.
  6. Sonu Kumar Deo, Mahak Shah, Paramita Mallick, Shamama Anwar, Prashant Pranav (May 2024), “A Blockchain based Electronic Health Record Management System with PoA Consensus” presented in International Conference on Recent Advancements in Artificial Intelligence ( ICRAAI-2023 ), 15 – 16th December, 2023, organized by Poornima University, Jaipur, India. Proceedings in Springer book series Innovations in Sustainable Technologies and Computing, pp 195-203.  https://doi.org/10.1007/978-981-97-1111-6_16
  7. Saurabh Gupta, Banshikha Agarwal, Prashant Pranav, Shamama Anwar (May 2024), “Enhancing Security in Blockchain-Based EHR Retrieval: A Comparative Analysis of Block Ciphers with a Special Emphasis on PRESENT-80” presented in International Conference on Machine Intelligence with Applications (ICMIA-2023), 07 – 08th December, 2023, organized by
    Birla Institute of Technology, EC Lalpur, Ranchi. Proceedings in AIP Conference Proceedings, 3164, 030006  (Scopus). https://doi.org/10.1063/5.0214719
  8. Aashi Tripathi, Shamama Anwar (March 2023), “Application of Machine Learning Algorithms in Medical Image Analysis: A case study for Breast Cancer detection”, 10th International Conference on Signal Processing and Integrated Networks (SPIN 2023), IEEE Xplore, pp. 439-444, doi: 10.1109/SPIN57001.2023.10117210.
  9. Shama Firdaus, Shamama Anwar, Subrajeet Mohapatra (March, 2023), “Role of Image Analysis on Coke Strength Prediction: A Survey”, International Conference on Innovative Data Communication Technologies and Applications (ICIDCA 2023), IEEE Xplore, pp. 516-520, doi: 10.1109/ICIDCA56705.2023.10099616.
  10. Adla Sanober, Shamama Anwar (June, 2022), “Blockchain for content protection in E-healthcare: A case study for COVID 19”, 8th International Conference on Advanced Computing and Communication Systems (ICACCS), IEEE Xplore,  pp. 661-666, doi: 10.1109/ICACCS54159.2022.9785182.
  11. Shamama Anwar, Afrin Alam, Md. Shahbaz Hussain (2022), “Designing a socially intelligent system by cognitive modeling of human-environment interaction”, 2nd International Conference on Smart Data Intelligence (ICSMDI 2022), In: Asokan, R., Ruiz, D.P., Baig, Z.A., Piramuthu, S. (eds) Smart Data Intelligence. Algorithms for Intelligent Systems, pp. 53-63, Springer, Singapore, https://doi.org/10.1007/978-981-19-3311-0_6.
  12. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (June, 2021), “DCGAN based pre-trained model for Image reconstruction using Image Net”, IEEE 7th International Conference on Biosignals, Image and Instrumentation, pp. 1- 6, IEEE, 25-27 March, 2021 at, SSNCE, Chennai,  doi: 10.1109/ICBSII51839.2021.9445128.
  13. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (2020), “Convolutional Neural Network based visually evoked EEG classification model on MindBigData”, In: Pan, I., Mukherjee, A., Piuri, V. (eds) Proceedings of Research and Applications in Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 1355. Springer, Singapore. International Conference on Research and Applications in Artificial Intelligence, 19-20 December, 2020 at RCC Institute of Information Technology, Kolkata, Advances in Intelligent Systems and Computing, vol. 1355, pp. 233-241, Springer. https://doi.org/10.1007/978-981-16-1543-6_22
  14. Afrin Alam, Shamama Anwar (2020), “Detecting Acute Lymphoblastic Leukemia through Microscopic Blood Images using CNN”, International Conference on Emerging Wireless Communication Technologies and Information Security, EWCIS 2020, 08-09 October, 2020 at Amity University, Ranchi, proceedings in  Trends in Wireless Communication and Information Security. Lecture Notes in Electrical Engineering, vol 740. Springer, Singapore.  https://doi.org/10.1007/978-981-33-6393-9_22
  15. Adla Sanober, Shamama Anwar (2020), “A concept of E – medical record storage and sharing based on blockchain technology”, In: Misra, R., Kesswani, N., Rajarajan, M., Bharadwaj, V., Patel, A. (eds) Internet of Things and Connected Technologies. ICIoTCT 2020. Advances in Intelligent Systems and Computing, vol 1382. Springer, Cham. 5th International Conference on Internet of Things and Connected Technologies, ICIoTCT, 2020, 03 – 05 July, 2020 at IIT Patna. https://doi.org/10.1007/978-3-030-76736-5_26
  16. Utpal Kanti Mukhopadhyay, Richa N. K. Sharma, Shamama Anwar, Atma Deep Dutta (2019), “Correlating Thermal Anomaly with Earthquake Occurrences using Remote Sensing Data”, 4th International Conference on Advanced Machine Learning Technologies and Applications, Advances in Intelligent Systems and Computing, vol 921, pp 863-875, AMLTA 2019, 28-30 March, 2019 at Cairo, Egypt. https://doi.org/10.1007/978-3-030-14118-9_85
  17. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (2018), “A Takagi-Sugeno based Fuzzy Inference System for Predicting electrical output in a combined cycle power plant”, 4th  International Conference on Nanoelectronics Circuits & Communication Systems (NCCS), LNEE, pp 75-84, 3 – 4th  November, 2018, Advanced Regional Telecom Training Centre, Ranchi. https://doi.org/10.1007/978-981-15-2854-5_8
  18. Shamama Anwar, Subham Kumar Singh, Snehanshu Vivek, Vishal Ashank (2017), “Hand Gestrure Recognition: A Survey”, 3rd International Conference on Nanoelectronics Circuits & Communication Systems (NCCS), LNEE,  pp 361-371, 11 – 12th November, 2017, Advanced Regional Telecom Training Centre, Ranchi. https://doi.org/10.1007/978-981-13-0776-8_33
  19. Shamama Anwar (2017), “Text Recognition using Difference Ratio”, 1st International Conference on Smart Computing and Informatics (SCI), proceedings in Springer SIST, vol 77, pp 691-699, 3 – 4 March 2017, ANITS, Visakhapatnam. https://doi.org/10.1007/978-981-10-5544-7_68
  20. Shamama Anwar, G. Rajamohan (2016), “Action Recognition based on Mutual Difference Score”, 5th International Conference on Frontiers in Intelligent Computing Theory & Application, proceedings in Springer Advances in Intelligent Systems and Computing, 515, pp. 711 – 719, 16 – 17 September 2016, KIIT University, Bhubaneshwar. https://doi.org/10.1007/978-981-10-3153-3_71
  21. Shamama Anwar and Sugandh Raj (2014), “A Neural Network Approach to Edge Detection using Adaptive Neuro Fuzzy Inference System”, 3rd International Conference on Advances in Computing, Communications & Informatics, proceeding in IEEE Xplore, pp. 2432 – 2435, 24-27 September 2014, Greater Noida, Delhi. doi: 10.1109/ICACCI.2014.6968406.
  22. S. Anwar, K. S. Patnaik (2008), “Actor Critic Learning: A Near Set Approach”, published in the Rough Sets and current Trends in Computing (RSCTC), 2008, Lecture Notes in Computer Science (LNCS), LNAI 5306, pp. 252 – 261, Springer – Verlag Berlin. https://doi.org/10.1007/978-3-540-88425-5_26

BOOK CHapters

  1. Shamama Anwar (Jan, 2024), “Deep Learning-Based Multiple Myeloma Identification Using Micro-imaging Technique”, In Machine Learning in Healthcare and Security, pp. 77 – 89. CRC Press, https://doi.org/10.1201/9781003388845 https://www.taylorfrancis.com/chapters/edit/10.1201/9781003388845-7/deep-learning-based-multiple-myeloma-identification-using-micro-imaging-technique-shamama-anwar?context=ubx&refId=bbfffb1c-7623-40f5-a5b2-6009f9bbac71
  2. Shamama Anwar, Subham Kumar Sinha, Snehanshu Vivek and Vishal Ashank (Jan, 2023), “A vision based segmentation technique using HSV and YCbCr color Model”,  In Image Processing and Intelligent Computing Systems (IPIC), Singhal, P., Verma, A., Srivastava, P.K., Ranga, V., & Kumar, R. (Eds.). CRC Press, Online ISBN: 9781003267782, https://doi.org/10.1201/9781003267782
  3. Nandini Kumari, Shamama Anwar, Vandana Bhattacharjee (Jan 2022), “A Combinational Deep Learning Approach to Visually Evoked EEG based Image Classification”, Fundamentals and Methods of Machine and Deep Learning: Algorithms, Tools and Applications, Wiley, Print ISBN: 9781119821250 | Online ISBN: 9781119821908. https://doi.org/10.1002/9781119821908.ch11
  4. Utpal Kanti Mukhopadhyay, Richa N. K. Sharma, Shamama Anwar, Atma Deep Dutta (Dec, 2020), "Earthquakes and Thermal Anomalies in a Remote Sensing Perspective." In Machine Learning and Big Data Analytics Paradigms: Analysis, Applications and Challenges, pp. 185-217. Springer, Cham, 2020.  https://doi.org/10.1007/978-3-030-59338-4_11

Dataset created

  1. Shamama Anwar, Nandan Tiwari, Vandana Bhattacharjee (2024), “EEG Dataset for natural image recognition through Visual Stimuli”, Mendeley Data, V1, https://data.mendeley.com/datasets/g9shp2gxhy/1
  Member of Professional Bodies
 
  1. IEEE Member (Member # 96828824) 
  2. STEM Research Society (Member # 2024088) 
  Current Sponsored Projects
 
  1. Title: Visually Evoked EEG Classification and Perceived Image Regeneration using Deep Learning for Brain Fingerprinting 

Role: PI

Funding Agency: SERB (SUPRA)

Grant: Rs. 24,15,705.

Duration: 2023 – 2026

 

  1. Title: Development of Intelligent Blockchain techniques for providing efficient management and storage security solutions for E-healthcare 

Role: PI

Funding Agency: BIRAC (Amrit Grand Challenge)

Grant: Rs. 10,00,000

Duration: 2023 (Completed)

 

  1. Title: Center for Advanced Research on Machine Learning for Geospatial Analytics and Solutions for the state of Jharkhand 

Role: Co-PI

Funding Agency: PURSE, DST

Grant: Rs. 8.5 Cr

Duration: 2023 - 2027

 

  1. Title: Secured Data Analytics for Microgrid Energy Management System through Blockchain Technology 

Role: Co-PI

Funding Agency: SERB (Core Research Grant Scheme)

Grant: Rs. 25,21,464

Duration: 2022 – 2025

 

  1. Title: Machine Learning-based characterization and grading of minerals and establishment of image-based mineral repository for the state of Jharkhand.

Role: Co-PI

Funding Agency: SERB (Core Research Grant Scheme)

Grant: Rs. 20,39,400

Duration: 2022 - 2025
  Intellectual Property Rights (IPR)
 
  1. Title: An encryption based portable device for generating Electronic Health Records (EHRs) and method thereof

Patent No.: 202431032969

Status: Published

Date: 3rd May, 2024

Inventors: Shamama Anwar, Prashant Pranav, Sandip Dutta

  1. Title: An Internet of medical things (IoMT) based data management system for enhancing user’s data security

Patent No.: 202431049664

Status: Filed

Date: 28th June, 2024

Inventors: Shamama Anwar, Adla Sanober