Division of Advanced Data Science

Research Publications (July 2020 – till date)

Journals: Scopus

  1. 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
  2. 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.
  3. 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.
  4. 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.
  5. 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
  6. 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)
  7. 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)
  8. 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.
  9. 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
  10. A.K. Mittal, Pseudospectral quadrature simulation technique for spatio-temporally parabolic multi-dimensional nonlinear fractional evolution equation, The Journal of Analysis (2024, Springer) (Accepted).
  11. 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)
  12. Agarwal J, Shridevi S. Procedural Content Generation Using Reinforcement Learning for Disaster Evacuation Training in a Virtual 3D Environment. IEEE Access. 2023 Sep 11.
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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.
  20. 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.
  21. 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
  22. 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.
  23. 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
  24. David,Rajavel Ramadoss, Amutha Ramachandran, Shoba Sivapatham Activity recognition of stroke-affected people using wearable sensor, etri journal 2023.
  25. 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.
  26. 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.
  27. 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
  28. 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
  29. 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
  30. 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.
  31. 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
  32. 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
  33. Vasantha and Susan Elias, “A Survey on Lung CT Datasets and Research Trends”, Research on Biomedical Engineering, Springer (Accepted in March 2021)
  34. 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
  35. 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
  36. 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.
  37. 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)
  38. 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)
  39. 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.
  40. 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).
  41. 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
  42. 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)
  43. 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).
  44. Vasantha and Susan Elias, “A Survey on Lung CT Datasets and Research Trends”, Research on Biomedical Engineering, Springer (Accepted in March 2021) 
  45. 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
  46. 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
  47. 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) 
  48. 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            
  49. 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. 
  50. 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)
  51. 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)
  52. 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:

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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
  6. 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: 

  1. 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,
  2. 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).
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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)
  11. 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. 
  12. 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
  13. 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
  14. 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.  
  15. 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.
  16. 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