DEPARTMENT OF INFORMATION TECHNOLOGY, NITK SURATHKAL 

Conference Publications in 2021

 

SI NO          AUTHOR, PAPER AND CONFERENCE DETAILS 

  1. Niranjan, Natesha B V, Rashmi M and Ram Mohana Reddy Guddeti, "An Effective Real-time Surveillance System for Fire and Smoke Detection Using CNN", 9th Int. Conf. on Pattern Recognition and Machine Intelligence (PReMI'21), Dec. 15-18, 2021, Indian Statistical Institute Kolkata.

  2. Gagandeep KN, Atharv R Belagali, Rashmi M and Ram Mohana Reddy Guddeti, "Interactive System for Toddlers using Doodle Recognition", 9th International Conf. on Pattern Recognition and Machine Intelligence (PReMI'21), December 15-18, 2021, Indian Statistical Institute Kolkata, India\

  3. Sampat Kr Ghosh, Rashmi M, Biju R Mohan and Ram Mohana Reddy Guddeti, "Skeleton Based Human Action Recognition Using Motion and Orientation of Joints", Springer 3rd International Conference on Machine Intelligence and Signal Processing (MISP 2021), Sept. 23-25, NIT Arunachal Pradesh, India.

  4. Saurabh Agarwala, Aniketh Anagawadi and Ram Mohana Reddy Guddeti, "Detecting Semantic Similarity Of Documents Using Natural Language Processing", Elsevier 5th International Conference of AI in Computational Linguistics (ACLing 2021), June 4th-5th, 2021, The British University in Dubai.

  5. Salvi, S., Geetha, V., Praveen, K., Kiran, C., & Nayaka, V. J. (2021). LiCamPos : An indoor positioning system using light to camera communication. Paper presented at the ICSCCC 2021 - International Conference on Secure Cyber Computing and Communications, 261-266. doi:10.1109/ICSCCC51823.2021.9478134

  6. Salvi, S., Geetha, V., Maru, H., Kumar, N., & Ahmed, R. (2021). An image transmission technique using low-cost li-fi testbed. Paper presented at the ICSCCC 2021 - International Conference on Secure Cyber Computing and Communications, doi: 10.1109/ ICSCCC51823.2021.947812

  7. Kumar, N., Pranav, P., Nirney, V., & Geetha, V. (2021). Deepfake image detection using CNNs and transfer learning. Paper presented at the 2021 International Conference on Computing, Communication and Green Engineering, CCGE 2021, doi:10.1109/CCGE50943.2021.9776410

  8. Geetha, V., Kiran, C., Sharma, M., & Rakshith Kumar, J. (2021). Deployment of computer vision application on edge platform. Paper presented at the Proceedings of the 2021 IEEE 18th India Council International Conference, INDICON 2021, doi:10.1109/INDICON52576.2021.9691632

  9. Niteesh Kumar, Pranav P, Vishal Nirney, Geetha V, Deepfake Image Detection using CNNs and Transfer Learning, 1st IEEE International conference on Computing, Communication and Green Engineering -2021 (CCGE21) Organised by JSPM’s Rajarshi Shahu college of Engineering (RSCOE), IEEE Pune Section, September 2021

  10. V. Geetha, C. Kiran, M. Sharma and J. Rakshith Kumar, Deployment of Computer Vision Application on Edge Platform, 2021 IEEE 18th India Council International Conference (INDICON), 2021, pp. 1-8, doi: 10.1109/INDICON52576.2021.9691632.

  11. Reshma Unnikrishnan, Sowmya Kamath S and Ananthanarayana V S, “Benchmarking Shallow and Deep Neural Networks for Contextual Representation of Social Data”, 18th IEEE  India Council International Conference (INDICON), Dec 19-21, 2021, IIT Guwahati, India

  12. Akshara P, Shidharth S, Gokul S Krishnan and Sowmya Kamath S, “Automated Diagnostic Coding by Integrating Structured and Unstructured Clinical Data”, Ninth International Conference On Big Data Analytics 2021 (BDA 2021), December 15-18, 2021, Indian Institute Of Information Technology Allahabad (IIITA), Prayagraj, India 

  13. Gurdeep Saini, Naveen Yadav and Sowmya Kamath S, “Ensemble Neural Models for Depressive Tendency Prediction based on Social Media Activity of Twitter Users”, International conference on Security, Privacy and Data Analytics (ISPDA 2021), December 13-15, 2021

  14. Veena Mayya, Sowmya Kamath S. and Vijayan Sugumaran, “LATA - Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes”, 18th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, October 13-15, 2021 - Melbourne, Australia  (CORE C ranked)

  15. Sailikitha L and Sowmya Kamath S, “ML based QSAR Models for Prediction of Pharmacological Permeability of Caco-2 Cell”, 2021 IEEE International Conference on Computing, Power and Communication Technologies (IEEE GUCON 2021), Kuala Lumpur, Malaysia, Sep 24-26, 2021.

  16. Kushal Mondal and Sowmya Kamath S, “QSAR Classification Models for Predicting 3CLPro-protease Inhibitor Activity”, 2021 IEEE International Conference on Computing, Power and Communication Technologies (IEEE GUCON 2021), Kuala Lumpur, Malaysia, Sep 24-26, 2021.

  17. Sony Bachina, Spandana Balamuri and Sowmya Kamath S, “Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering“, 1st Workshop on Document-grounded Dialogue and Conversational QA (DialDoc), co-located with 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), ACL-IJCNLP 2021, August 1-6, 2021 (CORE A* ranked)

  18. Sowmya Kamath S., Veena Mayya and Priyadarshini R, “A Probabilistic Precision Information Retrieval Model for Personalized Clinical Trial Recommendation based on Heterogeneous Data, 12th International Conference on Computing Communication and Networking Technologies (ICCCNT 2021), IIT Kharagpur, July 16-18, 2021

  19. Ashwin Nayak U, Nachiket Naganure and Sowmya Kamath S, “Semantic Segmentation based BEV Detection and Localization in Autonomous Driving Systems”, 7th International Conference International Conference on Electronics, Computing and Communication Technologies IEEE CONECCT 2021, July 9-11, 2021, Bangalore (Virtual)

  20. Tanmai H, Mukesh B R, Veena Mayya, Sowmya Kamath S, ”Deep Learning based detection of Diabetic Retinopathy from Inexpensive fundus imaging techniques”, 7th International Conference International Conference on Electronics, Computing and Communication Technologies IEEE CONECCT 2021, July 9-11, 2021, Bangalore (Virtual) [Best paper award]

  21. Yuvraj Dalia, Adikar Bharath, Veena Mayya and Sowmya Kamath S, “DeepOA: Clinical Decision Support System for Early Detection and Severity Grading of Knee Osteoarthritis”, 5th IEEE  International Conference on Computer, Communication and Signal Processing 2021 (ICCCSP 2021), May 24-25, 2021, Tamil Nadu, India

  22. Spandana Balumuri, Sony Bachina and Sowmya Kamath S, “SB_NITK at MEDIQA 2021: Pre-Trained Transformer Models for Question Summarization in Medical Domain”, 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics, June 6–11, 2021 (CORE A* ranked

  23. Gokul S Krishnan, Sowmya Kamath S and Vijayan Sugumaran, “Predicting Vaccine Hesitancy and Vaccine Sentiment using Topic Modeling and Evolutionary Optimization”, 26th International Conference on Natural Language & Information Systems, June 23-25, 2021, Salsburg, Germany (CORE C ranked)

  24. Ishan Nedumkunnel, Linu George, Neil Rosh, Sowmya Kamath S and Veena Mayya, “Explainable Deep Neural Models for COVID-19 Prediction from Chest X-Rays with Region of Interest Visualization”, IEEE International Conference On Secure Cyber Computing And Communications (ICSCCC-2021), 21-23 May 2021, Dr. B R Ambedkar National Institute of Technology, Jalandhar, India

  25. Niteesh Kumar, Rashad Ahmed, Venkatesh H,  Sowmya Kamath S,  Veena Mayya, “Sketch-based Image Retrieval using Convolutional Neural Networks based on Feature Adaptation and Relevance Feedback”, 6th International Conference on Emerging Applications of Information Technology,  February 25 - 27, 2021, Kalyani, West Bengal, India. (Best paper award) -- https://link.springer.com/chapter/10.1007%2F978-981-16-4435-1_12

  26. Veena Mayya, Karthik K, Sowmya Kamath S, Krishnananda P Karadka, Jayakumar Jeganathan, “COVIDDX: AI based Clinical Decision Support System for Learning COVID-19 Disease Representations from Multimodal Patient Data”, 14th International Joint Conference on Biomedical Engineering Systems and Technologies (HEALTHINF 2021), Feb 11-13, 2021 [DOI: 10.5220/0010341906590666](Core C ranked)

  27. Akshara P, Shidharth S, Gokul S Krishnan and Sowmya Kamath S, “Integrating Structured and Unstructured Patient Data for ICD9 Disease Code Group Prediction”, ACM India Joint International Conference on Data Science & Management of Data (CoDS-COMAD 2021), Hyderabad. (Core B ranked)

  28. Mohit R*, Pravan Omprakash*, Mukesh B R, Sowmya Kamath S, “AuthNet: A biometric authentication mechanism based on temporal facial feature movements”, AAAI-21 Student Track, 35th Conference on Artificial Intelligence (AAAI 2021), Feb 2-9, 2021 (Mentor) (Core A* ranked)

  29. Nayak, P., Praueeth, G., Kulkarni, R., Anand Kumar, M. Long Short Term Memory Networks for Lexical Normalization of Tweets (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021

  30. Surendran, P., Navyasree, B., Kambham, H., Anand Kumar, M. Covid-19 Fake News Detector using Hybrid Convolutional and Bi-LSTM Model (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021

  31. Mangukia, A., Ibrahim, M., Golamudi, S., Kumar, N., Anand Kumar, M. Improved Variable Round Robin Scheduling Algorithm (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021,

  32. Gorti, S.S., Khalifa, A., Thirunavukkarasan, H., Nisha, G., Anand Kumar, M. Smart Traffic Management System Using Multithreading and Inter-process Communication (2021) 2021 12th International Conference on Computing Communication and Networking Technologies, IIT - Kharagpur, ICCCNT 2021

  33. Hariharan. R.L, &, Anand Kumar M. (2021). NITK _ NLP at CheckThat! 2021: Ensemble Transformer Model for Fake News Classification. International Conference of the Cross-Language Evaluation Forum for European Languages - September 2021,  (CLEF 2021)

  34. Ahmed, S. S., & Anand Kumar, M. (2021). Classification of Censored Tweets in Chinese Language using XLNet. In Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda (pp. 136-139), NAACL 2021

 

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Department of Information Technology,
National Institute of Technology Karnataka,
Surathkal, P. O. Srinivasnagar, Mangalore - 575 025
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