Publications:

Journal Publications

  1. A. Mitra, S. P. Mohanty, and E. Kougianos, “aGROdet 2.0: An Automated Real Time Approach for Multiclass Plant Disease Detection”, Springer Nature Computer Science (SN-CS), Vol. 4, No. 5, Sep 2023, Article: 657, 20-pages, DOI: https://doi.org/10.1007/s42979-023-02076-6.
  2. A. Mitra, D. Bigioi, S. P. Mohanty, P. Corcoran, and E. Kougianos, “iFace 1.1: A Proof-of-Concept of a Facial Authentication Based Digital ID for Smart Cities”, IEEE Access Journal, Vol. 10, 2022, pp. 71791–71804, DOI: https://doi.org/10.1109/ACCESS.2022.3187686.
  3. A. Mitra, A. Singhal, S. P. Mohanty, E. Kougianos, and C. Ray, “ eCrop: A Novel Framework for Automatic Crop Damage Estimation in Smart Agriculture”, Springer Nature Computer Science (SN-CS), Vol. 3, No. 319, 2022, Article: NN, 16-pages, DOI: https://doi.org/10.1007/s42979-022-01216-8.
  4. A. Mitra, S. L. T. Vangipuram, A. K. Bapatla, V. K. V. V. Bathalapalli, S. P. Mohanty, E. Kougianos, and C. Ray, “Everything You wanted to Know about Smart Agriculture”, arXiv Computer Science, arXiv:2201.04754, Jan 2022, 45-pages.
  5. A. Mitra, S. P. Mohanty, P. Corcoran, and E. Kougianos, “A Machine Learning based Approach for Social Media Deepfake Video Detection through Key Video Frame Extraction”, Springer Nature Computer Science Journal, 2021, Vol. 2, No. 2, Article: 99, 18-pages, DOI: https://doi.org/10.1007/s42979-021-00495-x.
  6. N. R. Das, A. Mitra, “A New Approach to the Modelling of Si-RFIC Inductor”, Microwave and Optical Technology Letters, Vol.48. No.6, June 2006, pp.1095-1101, DOI: https://doi.org/10.1002/mop.21610.

Conference Publications

  1. A. Mitra, S. Beegum, D. Fleisher, V. R. Reddy, W. Sun, C, Ray, D. Timlin, and A. Malakar, “A Novel Machine Learning Approach for Cotton Yield Prediction”, AGU Fall Meeting, 2023, Accepted.
  2. A. Mitra, S. P. Mohanty, and E. Kougianos, “Smart Agriculture – Demystified”, in the Internet of Things. Advances in Information and Communication Technology. IFIP-IoT, 2023, vol. 684, pp. 405-411, DOI: 10.1007/978-3-031-45878-1_28.
  3. C. Dockendorf, A. Mitra, S. P. Mohanty, and E. Kougianos, “Lite-Agro: Exploring Light-Duty Computing Platforms for IoAT-Edge AI in Plant Disease Identification”, in the Internet of Things. Advances in Information and Communication Technology. IFIP-IoT 2023, vol 684, pp. 371-380. DOI: 10.1007/978-3-031-45882-8_25. (Best Paper @ Research Demo Session)
  4. Kethineni, A. Mitra, S. P. Mohanty, and E. Kougianos, “WeedOut: An Autonomous Weed Sprayer in Smart Agriculture Framework using Semi-Supervised Non-CNN Annotation”, Internet of Things. Advances in Information and Communication Technology. IFIP-IoT 2023, vol 684, pp. 415-423. DOI: 10.1007/978-3-031-45878-1_29.
  5. A. Mitra, S. Goel, S. P. Mohanty, E. Kougianos, and L. Rachakonda, “iLog 2.0: A Novel Method for Food Nutritional Value Automatic Quantification in Smart Healthcare”, in Proceedings of the IEEE International Symposium on Smart Electronic Systems (iSES), 2022, pp. 683–688, doi: 10.1109/iSES54909.2022.00152.
  6. A. Mitra, S. P. Mohanty, and E. Kougianos, “aGROdet: A Novel Framework for Plant Disease Detection and Leaf Damage Estimation”, in Proceedings of the IFIP International Internet of Things Conference (IFIP-IoT), 2022, pp. 3–22, DOI: https://doi.org/10.1007/978-3-031-18872-5_1.
  7. A. Mitra, S. P. Mohanty, and E. Kougianos, “A Smart Agriculture Framework to Automatically Track the Spread of Plant Diseases using Mask Region-based Convolutional Neural Network”, in Proceedings of the IFIP International Internet of Things Conference (IFIP-IoT), 2022, pp. 68–85, DOI: https://doi.org/10.1007/978-3-031-18872-5_5.
  8. Alakananda Mitra, Saraju P. Mohanty, Peter Corcoran, and Elias Kougianos, “Detection of Deep-morphed Deepfake Images to Make Robust Automatic Facial Recognition Systems”, In Proceedings of the 19th OITS International Conference on Information Technology (OCIT), 2021, DOI: https://doi.org/10.1109/OCIT53463.2021.00039. (Awarded Best Paper)
  9. Alakananda Mitra, Saraju P. Mohanty, Peter Corcoran, and Elias Kougianos, “iFace: A Deepfake Resilient Digital Identification Framework for Smart Cities”, In Proceedings of IEEE International Symposium on Smart Electronic Systems (iSES), 2021, DOI: https://doi.org/10.1109/iSES52644.2021.00090. (Nominated for Best Paper)
  10. Alakananda Mitra, Saraju P. Mohanty, Peter Corcoran, and Elias Kougianos, “EasyDeep: An IoT Friendly Robust Detection Method for GAN Generated Deepfake Images in Social Media”, In Proceedings of the 4th IFIP International Internet of Things (IoT) Conference (IFIP-IoT), 2021, DOI: https://doi.org/10.1007/978-3-030-96466-5_14.
  11. A. Mitra, S.P. Mohanty, P. Corcoran, E. Kougianos: “A Novel Machine Learning based Method for Deepfake Video Detection in Social Media”, In Proceeding of IEEE International Symposium on Smart Electronic Systems (iSES), 2020, pp. 91-96, DOI: https://doi.org/10.1109/iSES50453.2020.00031.
  12. N. R. Das & Alakananda Mitra “Modeling of pin Photo-detector using Fuzzy Logic”, In Proceedings of the 3rd International Conference on Computers and Devices for Communication (CODEC-06), India, 2006, pp. 461-464.
  13. N. R. Das, Alakananda Mitra, and Amit Maji, “A Simplified Approach to Model an IC Inductor on Si Substrate”, In Proceeding of General Assembly of International Union of Radio Science (URSI), India, 2005.

Conference Presentations:

  1. A Novel Machine Learning Approach for Cotton Yield Prediction, AGU Fall Meeting, December 14th, 2023.
  2. Smart Agriculture – Demystified, in 6th IFIP International Internet of Things (IoT) Conference (IFIP-IoT), November 3rd, 2023.
  3. iLog 2.0: A Novel Method for Food Nutritional Value Automatic Quantification in Smart Healthcare, IEEE International Symposium on Smart Electronic Systems, December 2022.
  4. “iFace: A Deepfake Resilient Digital Identification Framework for Smart Cities”, IEEE International Symposium on Smart Electronic Systems (iSES) (Formerly iNiS), December 22nd, 2021.
  5. “Detection of deep-morphed deepfake images to make robust automatic facial recognition systems”, 19th OITS International Conference on Information Technology (OCIT), December 17th, 2021.
  6. “EasyDeep: An IoT friendly robust detection method for GAN generated deepfake images in social media”, 4th IFIP International Internet of Things (IoT) Conference (IFIP-IoT), November 5th, 2021.
  7. “A Novel Machine Learning based Method for Deepfake Video Detection in Social Media”, IEEE International Symposium on Smart Electronic Systems (iSES), December 2020.
  8. “A simplified approach to model an IC Inductor on Si substrate”, General Assembly of International Union of Radio Science (URSI) India, October 2005.
  9. “Modeling of pin Photo-detector using Fuzzy Logic”, 3rd International Conference on Computers and Devices for Communication (CODEC-06) India, 2006.

Invited Lecture:

  1. Smart Agriculture, NSF funded multi-disciplinary project “Easy-Med”, University of North Texas, May 2023.
  2. Artificial Intelligence, NSF funded multi-disciplinary project “Easy-Med”, University of North Texas, May 2023.
  3. ARTIFICIAL INTELLIGENCE, NSF funded multi-disciplinary project “Easy-Med”, University of North Texas, May 2022.
  4. DATA QUALITY ASSURANCE IN IoT ENABLED SYSTEMS, University of North Texas, March 2022.
  5. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING, University of North Texas, February 2022.
  6. ARTIFICIAL INTELLIGENCE MACHINE LEARNING- BASICS AND APPLICATIONS, Invited Lecture, at Summer Training of NSF Funded Multi-Disciplinary Project “Easy Made”, University of North Texas, May 2021.
  7. INTEGRATED CIRCUIT SYNTHESIS AND EDA TOOLS TUTORIAL, University of North Texas, November 2021.