Center for Advanced Data Science
Research Publications (July 2020 – till date)
Journals: Scopus
- S. Shridevi and S. Elias, “Explainable AI Based Neck Direction Prediction and Analysis During Head Impacts,” in IEEE Access, vol. 12, pp. 31399-31408, 2024, doi: 10.1109/ACCESS.2024.3367602
- A., Sasikumar & R., Logesh & Devarajan, Malathi & Selvalakshmi, A & Almaktoom, Abdulaziz & Almazyad, Abdulaziz & Xiong, Guojiang & Wagdy, Ali. (2024). Blockchain-Assisted Hierarchical Attribute-Based Encryption Scheme for Secure Information Sharing in Industrial Internet of Things. IEEE Access. PP. 1-1. 10.1109/ACCESS.2024.3354846.
- Kande, Giri & Ravi, Logesh & Kande, Nitya & Nalluri, Madhusudana & Kotb, Hossam & Aboras, Kareem & Yousef, Amr & Ghadi, Yazeed & A., Sasikumar. (2023). MSR U-Net: An Improved U-Net Model for Retinal Blood Vessel Segmentation. IEEE Access. 12. 534-551. 10.1109/ACCESS.2023.3347196.
- A.K. Mittal, A space-time pseudospectral method for solving multi-dimensional quasi-linear parabolic partial differential (Burgers’) equations, Applied Numerical Mathematics, Volume 195, 2024, Pages 39-53, ISSN 0168-9274, https://doi.org/10.1016/j.apnum.2023.09.005.
- Ishita Agarwal, Aanchal Singh, Aran Agarwal, Shruti Mishra, Sandeep Kumar Satapathy, Sung-Bae Cho, Manas Ranjan Prusty, Sachi Nandan Mohanty, Enhancing Road Safety and Cybersecurity in Traffic Management Systems: Leveraging the Potential of Reinforcement Learning”, IEEE Access, Vol. 12, pp. 9963-9975, 2024
- Arthur, M.P., Shoba, S. & Pandey, A. A survey of smart dustbin systems using the IoT and deep learning. Artif Intell Rev 57, 56 (2024). https://doi.org/10.1007/s10462-023-10646-6 (IF:12.0)
- A Sasithradevi, Sabarinathan, S Shoba, S Mohamed Mansoor Roomi, P Prakash,KolamNetV2: efficient attention-based deep learning network for tamil heritage art-kolam classification, Heritage Science, Vol. 12, No.1, pp.60-75, Springer International Publishing, 2024 (Impact Factor -2.7)
- Sasikumar Asaithambi, Logesh Ravi, Malathi Devarajan, Abdulaziz S. Almazyad, Guojiang Xiong, Ali Wagdy Mohamed, Enhancing enterprises trust mechanism through integrating blockchain technology into e-commerce platform for SMEs, Egyptian Informatics Journal, Volume 25, 2024, 100444, ISSN 1110-8665, https://doi.org/10.1016/j.eij.2024.100444.
- Subramanian, Narayan and Ravi, Logesh and Shaan, Mithin Jain and Devarajan, Malathi and Choudhury, Tanupriya and Choudhury , Tanupriya and Kotecha , Ketan and Vairavasundaram, Subramaniyaswamy,”Securing Mobile Devices from Malware: A Faceoff Between Federated Learning and Deep Learning Models for Android Malware Classification” Volume 20(3), 254-264, (2024) https://doi.org/10.3844/jcssp.2024.254.264
- A.K. Mittal, Pseudospectral quadrature simulation technique for spatio-temporally parabolic multi-dimensional nonlinear fractional evolution equation, The Journal of Analysis (2024, Springer) (Accepted).
- D. D. Desai, J. Dey, Sandeep Kumar Satapathy, Shruti Mishra, S.N.Mohanty, P. Mishra, S.K.Panda, “Optimal Ambulance Positioning for Road Accidents With Deep Embedded Clustering,” in IEEE Access, vol. 11, pp. 59917-59934, 2023. (SCIE; IF: 3.476)
- Agarwal J, Shridevi S. Procedural Content Generation Using Reinforcement Learning for Disaster Evacuation Training in a Virtual 3D Environment. IEEE Access. 2023 Sep 11.
- Geetha Subbiah, Shridevi S.,Nitin Asthana,Prasanalakshmi Balaji, Thavavel Vaiyapuri, Quantum transfer learning for image classification, Telcomnika, Vol. 21, No. 1, February 2023, pp. 113~122, ISSN: 1693-6930, DOI: 10.12928/TELKOMNIKA.v21i1.24103
- Sivapatham, S., Kar, A., Bodile, R., Mladenovic, V., & Sooraksa, P. (2023). A deep neural network-correlation phase sensitive mask based estimation to improve speech intelligibility. Applied Acoustics, 212, 109592. https://doi.org/10.1016/j.apacoust.2023.109592
- M S, Sowmyaa Vathsan, P, Kasthuri, Poornachari, Prakash and A, Sasithradevi. “Analysis of atmospheric attenuation of a FSO–WDM system for long-range communication” Journal of Optical Communications, 2023. https://doi.org/10.1515/joc-2023-0157
- A., Sasikumar & R., Logesh & Devarajan, Malathi & Vairavasundaram, Subramaniyaswamy & Selvalakshmi, A & Kotecha, Ketan & Abraham, Ajith. (2023). A Decentralized Resource Allocation in Edge Computing for Secure IoT Environments. IEEE Access. PP. 1-1. 10.1109/ACCESS.2023.3325056. A
- A. K. Mittal,. Two-dimensional Jacobi pseudospectral quadrature solutions of two-dimensional fractional Volterra integral equations. Calcolo 60, 50 (2023). https://doi.org/10.1007/s10092-023-00545-1
- S., Divya. and Sahi, M. (2023), “heyy, how are you doing? – Redefine employees’ outlook towards mental health”, Vol. 13 No. 4. https://doi.org/10.1108/EEMCS-11-2022-0436
- M. R. Prusty, R. Dinesh, H. S. K. Sheth, A. L. Viswanath and S. K. Satapathy, “Nuclei segmentation in histopathology images using structure-preserving color normalization based ensemble deep learning frameworks,” Computers, Materials & Continua, vol. 77, no.3, pp. 3077–3094, 2023.
- Somnath Bera, Atulya K. Nagar, Sastha Sriram, K.G. Subramanian,An array P system based on a new variant of pure 2D context-free grammars, Theoretical Computer Science, Volume 968, 2023, 114027, ISSN 0304-3975, https://doi.org/10.1016/j.tcs.2023.114027.
- Swain, O.P., Hemanth, H., Saran, P., Logesh et al. Robust and efficient keyword spotting using a bidirectional attention LSTM. Int J Speech Technol 26, 919–931 (2023). https://doi.org/10.1007/s10772-023-10067-4
- Sasithradevi. A, S. Mohamed Mansoor Roomi, P. Nirmala, “Visual significance model based temporal signature for video shot boundary detection”, Multimedia Tools and Applications, 2023, 82(15), pp. 23037–23054.
- Hemateja, A.V.N.M., Kondakath, G., Das, S. Shoba Novel data augmentation for named entity recognition. Int J Speech Technol 26, 869–878 (2023). https://doi.org/10.1007/s10772-023-10055-8
- David,Rajavel Ramadoss, Amutha Ramachandran, Shoba Sivapatham Activity recognition of stroke-affected people using wearable sensor, etri journal 2023.
- Sharma, Raghav & Krishnakumar, Shridevi & Seshan, Abishek & Rajotia, Manan. (2022). Detecting face mask using eigenfaces and vanilla neural networks. Indonesian Journal of Electrical Engineering and Computer Science. 27. 911. 10.11591/ijeecs.v27.i2.pp911-921.
- Vaiyapuri T, Liyakathunisa, Alaskar H, Aljohani E, Shridevi S, Hussain A. Red Fox Optimizer with Data-Science-Enabled Microarray Gene Expression Classification Model. Applied Sciences. 2022; 12(9):4172. https://doi.org/10.3390/app12094172.
- M. A. R. Suleman and S. Shridevi, “Short-Term Weather Forecasting Using Spatial Feature Attention Based LSTM Model,” in IEEE Access, vol. 10, pp. 82456-82468, 2022, doi: 10.1109/ACCESS.2022.3196381
- Jana, Ayanabha, and Shridevi S. Krishnakumar. 2022. “Sign Language Gesture Recognition with Convolutional-Type Features on Ensemble Classifiers and Hybrid Artificial Neural Network” Applied Sciences 12, no. 14: 7303. https://doi.org/10.3390/app12147303
- Senthilkumar, Ashwin; Gupte, Mihir; Shridevi, S. International Journal of Advanced Computer Science and Applications; Dynamic Spatial-Temporal Graph Model for Disease Prediction West Yorkshire Vol. 13, Iss. 6, (2022). DOI:10.14569/IJACSA.2022.01306112
- Vaiyapuri T, Balaji P, Shridevi S, Alaskar H, Sbai Z. Computational Intelligence-Based Melanoma Detection and Classification Using Dermoscopic Images. Comput Intell Neurosci. 2022 May 31;2022:2370190. doi: 10.1155/2022/2370190. PMID: 35685142; PMCID: PMC9173896.
- Preethi Chandirasekeran and Shridevi S, “Smart Elevator Obstruction Detection System using Image Classification” International Journal of Advanced Computer Science and Applications(IJACSA), 13(4), 2022. http://dx.doi.org/10.14569/IJACSA.2022.0130416
- R. Thenmozhi, S. Shridevi, Sachi Nandan Mohanty, Vicente García-Díaz, Deepak Gupta, Prayag Tiwari, and Mohammad Shorfuzzaman. Attribute-Based Adaptive Homomorphic Encryption for Big Data Security. Big Data. ahead of print http://doi.org/10.1089/big.2021.0176
- Vasantha and Susan Elias, “A Survey on Lung CT Datasets and Research Trends”, Research on Biomedical Engineering, Springer (Accepted in March 2021)
- Nitin Asthana and S. Shridevi, (09.02.2021) “DECRYPTING RSA ENCRYPTION USING QUANTUM ALGORITHM, Advances in Mathematics: Scientific Journal 10 (2021), no.2, 729–742, ISSN: 1857-8365 (printed); 1857-8438 (electronic) https://doi.org/10.37418/amsj.10.2.5
- B. Prasanalakshmi, K. Murugan, Karthik Srinivasan, S. Shridevi, Shermin Shamsudheen & Yu-Chen Hu, Improved authentication and computation of medical data transmission in the secure IoT using hyperelliptic curve cryptography. Springer – Journal of Supercomputing (MAY 26, 2021). https://doi.org/10.1007/s11227-021-03861-x
- Korupalli V Rajesh Kumar and Susan Elias, Use Case to Simulation: Muscular Fatigue Modelling and Analysis, Turkish Journal of Physiotherapy and Rehabilitation; 32(2) ISSN 2651-4451 | e-ISSN 2651-446X March 2021.
- Susan Elias and Nandhini L, Predictive Thin Plate Spline Model for Estimation of Load Carriage at Varying Gradient and Speed, Defence Life Science Journal (Accepted for publication – August 2021)
- Sajidha S A, Udai Agarwal, Pruthviraj R P, Sparsh Agarwal, Nisha V M, Amit Kumar Tyagi, A Simple, Effective Distance and Density Based Outlier Detection Algorithm, Indonesian Journal of Electrical Engineering and Computer Science Journal (Accepted for publication – July 2021)
- Ezhilan, Aakash and Dheekksha, R. and Shridevi, S, Audio style conversion using deep learning, International Journal of Applied Science and Engineering, Vol 18 (5), 2021.
- Gillala Rekha, V.Krishna Reddy, and Amit Kumar Tyagi, “An EMD-Based Undersampling Approach for Handling Class-Imbalanced Data”, International Journal of Intelligent Information and Database Systems, Inderscience, August 2020 Vol.13 No.2/3/4. (SCOPUS).
- P V Srimukh and S Shridevi, 2020, Development of Ontology on Crime Investigation process, Journal of Physics: Conference Series, 1716 012053, https://iopscience.iop.org/article/10.1088/1742-6596/1716/1/012053
- U Srinivasa Rao, L Jeganathan, Tessy Mathew, Replication in Two-Dimensional Cellular Automaton with Linear Rules. Journal of Cellular Automata, Volume 15, No.5-6, 2020, pp 377-405 (Impact factor: 0.340)
- Gillala Rekha, V.Krishna Reddy, and Amit Kumar Tyagi, “An EMD-Based Undersampling Approach for Handling Class-Imbalanced Data”, International Journal of Intelligent Information and Database Systems, Inderscience, August 2020 Vol.13 No.2/3/4. (SCOPUS).
- Vasantha and Susan Elias, “A Survey on Lung CT Datasets and Research Trends”, Research on Biomedical Engineering, Springer (Accepted in March 2021)
- Nitin Asthana and S. Shridevi, (09.02.2021) “DECRYPTING RSA ENCRYPTION USING QUANTUM ALGORITHM, Advances in Mathematics: Scientific Journal 10 (2021), no.2, 729–742, ISSN: 1857-8365 (printed); 1857-8438 (electronic) https://doi.org/10.37418/amsj.10.2.5
- P V Srimukh and S Shridevi, 2020, Development of Ontology on Crime Investigation process, Journal of Physics: Conference Series, 1716 012053, https://iopscience.iop.org/article/10.1088/1742-6596/1716/1/012053
- U Srinivasa Rao, L Jeganathan, Tessy Mathew, Replication in Two-Dimensional Cellular Automaton with Linear Rules. Journal of Cellular Automata, Volume 15, No.5-6, 2020, pp 377-405 (Impact factor: 0.340)
- B. Prasanalakshmi, K. Murugan, Karthik Srinivasan, S. Shridevi, Shermin Shamsudheen & Yu-Chen Hu, Improved authentication and computation of medical data transmission in the secure IoT using hyperelliptic curve cryptography. Springer – Journal of Supercomputing (MAY 26, 2021). https://doi.org/10.1007/s11227-021-03861-x
- Korupalli V Rajesh Kumar and Susan Elias, Use Case to Simulation: Muscular Fatigue Modelling and Analysis, Turkish Journal of Physiotherapy and Rehabilitation; 32(2) ISSN 2651-4451 | e-ISSN 2651-446X March 2021.
- Susan Elias and Nandhini L, Predictive Thin Plate Spline Model for Estimation of Load Carriage at Varying Gradient and Speed, Defence Life Science Journal (Accepted for publication – August 2021)
- Sajidha S A, Udai Agarwal, Pruthviraj R P, Sparsh Agarwal, Nisha V M, Amit Kumar Tyagi, A Simple, Effective Distance and Density Based Outlier Detection Algorithm, Indonesian Journal of Electrical Engineering and Computer Science Journal (Accepted for publication – July 2021)
- Ezhilan, Aakash and Dheekksha, R. and Shridevi, S, Audio style conversion using deep learning, International Journal of Applied Science and Engineering, Vol 18 (5), 2021.
Journals Non-Scopus:
- Gillala Rekha, V. Krishna Reddy, and Amit Kumar Tyagi, “CIRUS – Critical Instances removal based Under-Sampling – A solution for Class Imbalance”, International Journal of Hybrid Intelligent Systems, vol. 16, no. 2, pp. 55-66, 2020.
- Amit Kumar Tyagi, Meghna Manoj Nair, N Sreenath, and Ajith Abraham, “Security, Privacy Research issues in Various Computing Platforms: A Survey and the Road Ahead”, Journal of Information Assurance and Security (JIAS), 2020, Vol. 15 Issue 1, p1-16.
- Amit Kumar Tyagi, Meghna Manoj Nair, “Internet of Everything (IoE) and Internet of Things (IoTs): Threat Analyses, Possible Opportunities for Future”, 9th World Congress on Information and Communication Technologies (WICT 2019)/ Journal of Information Assurance and Security (JIAS), Vol. 15 Issue 4, October 2020.
- Varsha. R, Meghna Manoj Nair, Siddharth M Nair, Amit Kumar Tyagi, “Deep Learning Based Blockchain Solution for Preserving Privacy in Future Vehicles”, IJHIS, IOS Press, December 2020.
- Sravanthi, K. and Burugari, Vijay Kumar, Amit Kumar Tyagi, “Preserving Privacy Techniques for Autonomous Vehicles”, International Journal of Emerging Trends in Engineering Research, 2020, Issue 8, pp. 5180-5190
- Rajneel Dutta, Shridevi S, Thavavel V, Lip Reading using Deep Learning Techniques, International Journal of Advanced Research in Engineering and Technology , Volume 11, Issue 12, December 2020, pp.2088-2099. (NOW NON SCOPUS, WHILE SUBMISSION, IT WAS IN SCOPUS) http://www.iaeme.com/IJARET/issues.asp?JType=IJARET&VType=11&IType=12
Conferences:
- Amit Kumar Tyagi, Shabnam Kumari, et. al., “P3 Block: Privacy Preserved, Trusted Smart Parking Allotment for Future Vehicles of Tomorrow”, July 1-4, 2020, in Proceeding of Springer/ 20th International Conference ICCSA, Italy,
- Shaveta Malik, Archana M, Amit Kumar Tyagi, “A Novel Feature Extractor Based on the Modified Approach of Histogram of Oriented Gradient”, July 1-4, 2020, in Proceeding of Springer/ 20th International Conference ICCSA, Italy. (Best Paper Award).
- Sakshi Purwar, Amit Kumar Tyagi “Recent Advancement in Deep Learning: Open Issues, Challenges and A Way to Forward”, 2-4 July 2020, in Proceeding of Springer/ 2nd International Conference on Emerging Technologies in Data Mining and Information Security, Kolkata, India.
- Shivani Banal, Meenu Gupta, Amit Kumar Tyagi, A Necessary Review on Optical Character Recognition (OCR) System for Vehicular Applications, 15 -17 July 2020, in Proceeding of IEEE/ 2nd International Conference on Inventive Research in Computing Applications (ICIRCA), 2020, Tamilnadu, India.
- Meghna Manoj Nair, Shabnam Kumari, Amit Kumar Tyagi, and Sravanthi Reddy “Deep Learning for Medical Image Recognition: Open Issues and A Way to Forward”, 24-25th July, in Proceeding of Springer/ ICIMMI-2020, 2nd International Conference on Information Management & Machine Intelligence, India, 2020.
- Geeta M, G Rekha, Amit Kumar Tyagi, “Performance Analysis of Under-sampling Approaches for Solving Customer Churn Prediction”, 24-25th July, in Proceeding of Springer/ ICIMMI-2020, 2nd International Conference on Information Management & Machine Intelligence, India, 2020.
- Meghna Manoj Nair, Shabnam Kumari, Amit Kumar Tyagi “Internet of Things, Cyber Physical System and Data Analytics: Open Questions and Future Perspectives”, 24-25th July, in Proceeding of Springer/ ICIMMI-2020, 2nd International Conference on Information Management & Machine Intelligence, India, 2020.
- Amit Kumar Tyagi, Terrance Frederick Fernandez, and Aswathy S U, Blockchain and Aadhaar Based Electronic Voting System, in Proceeding of IEEE/ 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA 2020), November 2020, Tamilnadu, India.
- Bhavya Gudeti, Terrance Frederick Fernandez, Shashvi Mishra, Amit Kumar Tyagi, Shaveta Malik and Shabnam Kumari, A Novel Approach to Predict Chronic Kidney Disease using Machine Learning Algorithms, in Proceeding of IEEE/ 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA 2020), November 2020, Tamilnadu, India.
- Shridevi S, Shashwat Sanket, Jayraj Thakor, Dhivya M, Analysis of Semantic and Non-Semantic crawlers, (2021),CEUR Workshop Proceedings for ISIC 2021. https://rename-z.github.io/ISIC-2021/ (PRE-PROCEEDINGS PUBLICATION)
- Prasad S., Agyeya O., Singh P., Krishnakumar S.S. (2021) Deep Network for Network Intrusion with Concept Drift. In: Ranganathan G., Chen J., Rocha Á. (eds) Inventive Communication and Computational Technologies. Lecture Notes in Networks and Systems, vol 145. Springer, Singapore. https://doi.org/10.1007/978-981-15-7345-3_79.
- Rachana L., Shridevi S. (2021) A Literature Survey: Semantic Technology Approach in Machine Learning. In: Zhou N., Hemamalini S. (eds) Advances in Smart Grid Technology. Lecture Notes in Electrical Engineering, vol 688. Springer, Singapore. https://doi.org/10.1007/978-981-15-7241-8_34
- Venkata Srimukh P., Shridevi S. (2020) Ontology-Based Crime Investigation Process. In: Siano P., Jamuna K. (eds) Advances in Smart Grid Technology. Lecture Notes in Electrical Engineering, vol 687. Springer, Singapore. https://doi.org/10.1007/978-981-15-7245-6_37
- Preethi, Ankitha, Pranav, Rudra, Vedanth and Susan Elias, Vax India Tech – A Provident Vaccine Distribution Stratergy for India, International Conference “Vaccine for All”, MIT Boston USA, Dec 11, 2020.
- Amit Kumar Tyagi, et al., “Blockchain Technology – A New Technology for Creating Distributed and Trusted Computing Environment”, 29-30th October, in Proceeding of Springer/ ICAAAIML-2020: International Conference on Advances and Applications of Artificial Intelligence and Machine Learning, Greater Noida, India, 2020.
- Thavavel Vaiyapuri, Hayaa Alaskar, Zohraa Sbai, Shridevi S, ‘GA-based Multi-objective Optimization Technique for Medical Image Denoising in Wavelet Domain’, 11 August 2021, Journal of Intelligent & Fuzzy Systems, vol. 41, no. 1, pp. 1575-1588, 2021. DOI: 10.3233/JIFS-210429