DEPARTMENT OF INFORMATION TECHNOLOGY, NITK SURATHKAL 

Conference Publications in 2022

 

AUTHOR, PAPER AND CONFERENCE DETAILS 

  1. 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. 

  2. Ramu S, Ram Mohana Reddy Guddeti and Biju R Mohan, "Human Activity Recognition for Online Examination Environment using CNN", 21st Int. Conf. on AI and Soft Computing (ICAISC 2022), June 19-23, 2022, Poland.

  3. Pasi Shailendra, Rashmi M, Ramu S and Ram Mohana Reddy Guddeti, "Fake News Detection in Hindi Using Embedding Techniques", IEEE Region 10 Symposium (TENSYMP 2022), IIT Mumbai, July 1-3, 2022.

  4. Rashmi M and Ram Mohana Reddy Guddeti, "Multi-Stream Multi-Attention Deep Neural Network for Context-Aware Human Action Recognition", IEEE Region 10 Symposium (TENSYMP 2022), IIT Mumbai, July 1-3, 2022.

  5. Nitin Kumar, Rashmi M, Ramu S and Ram Mohana Reddy Guddeti, "Molecular-InChI: Automated Recognition of Optical Chemical Structure", IEEE Region 10 Symposium (TENSYMP 2022), IIT Mumbai, July 1-3, 2022.

  6. Rajasekhar Kodingari, Rahul Kumar, Dr Kiran M and Rammohana Reddy Guddeti, "Next-Generation Technologies Empowered Future IoV", 2022 IEEE 7th Int. Conf. for Convergence in Technology (I2CT), April 7-9, 2022, Pune, India.

  7. Vijay Mohan Reddy Anakala, Rashmi M, Natesha B and Ram Mohana Reddy Guddeti, "Fall Detection and Elderly Monitoring System Using the CNN', Springer 4th International Conference on Machine Intelligence and Signal Processing (MISP 2022), March 12-14, 2022, NIT Raipur, India.

  8. Sanket Salvi and V Geetha, LiCamIoT: An 8x8 LED Matrix Pattern to Camera Communication for LiFi-IoT Applications, 2022 IEEE Silchar Subsection Conference (SILCON), 2022 (Accepted)

  9. Ranjit Kolkar, Rudra Pratap and V Geetha , IoT Based Human Activity Recognition Models Based on CNN, LSTM and GRU, 2022 IEEE Silchar Subsection Conference (SILCON), 2022 (Accepted)

  10. Sanket Salvi and Geetha V, A Novel 2D LED Matrix and Aztec Pattern Inspired Optical Communication for Industrial IoT, IEEE 19th India Council International Conference (INDICON), 2022, (Accepted)

  11. Geetha V and Shrinidhi M, Software Based Solution For Efficient Energy Utilization Of An IoT Node (PSoC6-Dual Core) Using A Scheduler, 7th International Conference on Communication and Electronics Systems ICCES 2022, 22-24 June 2022

  12. Azade Ankush, Praful Kumar, Sowmya Kamath S, “A Comprehensive Review of Brain Tumor Detection and Segmentation Techniques”, International Health Informatics Conference  (IHIC 2022), Cuttack, Odisha, India May 17-19, 2022

  13. Nikhil Kumsetty, Amith Nekkare, Sowmya Kamath and Anand Kumar M, “TrashBox: Trash Detection and Classification using Quantum Transfer Learning”, 31st International Conference of the FRUCT Open Innovations Association, University of Helsinki, Finland, 27-29 April 2022.

  14. Shankarnarayana N and Sowmya Kamath S, “A Novel Approach for Real-time Vehicle Re-identification using Content-based Image Retrieval with Relevance Feedback", IEEE International Conference on Machine Learning and Big Data Analytics 2022 (ICMLBDA2022), IIT Patna, March 12-13, 2022.

  15. Reshma Unnikrishnan, Sowmya Kamath and V S Ananthanarayana, “Population-centric Profiling with Social Data for Large-scale Epidemiological studies” ACM India Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Jan 8-10, 2022. (CORE A ranked)

  16. Pavan, R., Nara, M., Gopinath, S., Patil, N., Bayesian optimization and gradient boosting to detect phishing websites, 2021 55th Annual Conference on Information Sciences and Systems, CISS 2021, art. no. 9400317, DOI: 10.1109/CISS50987.2021.9400317

  17. Praveen, K., Patil, N., Srikanth, C.S., Vikas, J., M-CAD: Towards Multi-Categorical Auto Diagnosis of Varied Diseases using Deep Learning, (2021) Proceedings - 2021 IEEE 22nd International Conference on Information Reuse and Integration for Data Science, IRI 2021, pp. 223-227. DOI: 10.1109/IRI51335.2021.00036

  18. Nikhil Kumsetty, Amith Nekkare, Sowmya Kamath and Anand Kumar M, “TrashBox: Trash Detection and Classification using Quantum Transfer Learning”, 31st International Conference of the FRUCT Open Innovations Association, University of Helsinki, Finland, 27-29 April 2022.

  19. Nikhil Kumsetty, Amith Nekkare, Sowmya Kamath and Anand Kumar M, “An Approach for Waste Classification using Data Augmentation and Transfer Learning Models”, International Conference on Machine Vision and Augmented Intelligence 2022 (MAI 2022), NIT Jamshedpur, Jharkhand, March 4-6, 2022.

  20. Akshara P, Shidarth S, Sowmya Kamath S, “Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping” 2022 56th Annual Conference on Information Sciences and Systems (CISS), March 11-13, 2022, Princeton University (CORE A ranked)

  21. Prajna Hebbar and Sowmya Kamath S, “Genomic Variant Annotation Tools and Techniques: A Comprehensive Review”, 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021), December 13-15, 2021, Seattle, USA. (CORE C ranked)

  22. Sujan Reddy A, Akashdeep S, Sowmya Kamath S and Bhawana Rudra, “Designing Scalable Intrusion Detection Systems with Stacking based Ensemble Learning”, 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021), December 13-15, 2021, Seattle, USA. (CORE C ranked)

  23. Sujan Reddy A, Akashdeep S, Harshvardhan R and Sowmya Kamath S, “Ensemble Learning Approach for Short-term Energy Consumption Prediction”, ACM India Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Jan 8-10, 2022. (CORE A ranked)

  24. Akshara P, Shidharth S 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

  25. 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)

  26. 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)

  27. 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]

  28. Udbhav Bisarya*, Vishwas Parekh*, Shrutilipi Bhattacharjee, "Stock Price Prediction Using Corporation Network and LSTM", 2022 International Conference on Intelligent Technologies (CONIT 2022), pp. 1-6, Hubballi, Karnakata, India, June 24-26, 2022 (presented)

  29. Rao, V., Shenoy, A.R., Kiran, M. Efficient PBFT: A Novel and Efficient Approach to the PBFT Consensus Algorithm(2022) Smart Innovation, Systems and Technologies, 248, pp. 787-796

  30. Dhruvik, N., Karia, A.J., Khatri, A., Kiran, M. Design and implementation of SDN-based handover in 5G mmWave (2021) Proceedings of the 6th International Conference on Communication and Electronics Systems, ICCES 2021, art. no. 9489045, pp. 758-762.

  31. Raghunandan, A., Priyadarsini, A., Vaibhav, G., Kiran, M. Scalable blockchain solution for targeted public distribution system(TPDS) in India (2021) Proceedings - 5th International Conference on Intelligent Computing and Control Systems, ICICCS 2021, art. no. 9432338, pp. 344-351.

  32. Kumar, A., Sangoi, A., Raj, S., Kiran, M. ShardCons - A Sharding Based Consensus Algorithm for Blockchain(2021) Proceedings of CONECCT 2021: 7th IEEE International Conference on Electronics, Computing and Communication Technologies.

  33. Velingkar, G., Kumar, J.K., Varadarajan, R., Lanka, S., Anand Kumar, M. Task Scheduling Using Deep Q-Learning (2022) Lecture Notes in Electrical Engineering, 858, pp. 749-759.

  34. Prajwal, K., Tharun, K., Navaneeth, P., Anand Kumar, M. Cardiovascular Disease Prediction, Using Machine Learning (2022) 2022 International Conference on Innovative Trends in Information Technology, -Indian Institute of Information Technology Kottayam ICITIIT 2022

  35. Saldanha, R., Ananthanarayana, V.S., Anand Kumar, M., Krishnamurthy, P.NITK-UoH: Tamil-Telugu Machine Translation Systems for the WMT21 Similar Language Translation Task (2021) WMT 2021 - 6th Conference on Machine Translation, Proceedings, pp. 299-303.

  36. Nayak, P., Dash, A., Chintawar, S., Anand Kumar, M. Multi-Level Statistical Model for Forecasting Solar Radiation (2022) 2022 International Conference on Innovative Trends in Information Technology, Indian Institute of Information Technology Kottayam ICITIIT 2022

  
 

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Head of the Department,
Department of Information Technology,
National Institute of Technology Karnataka,
Surathkal, P. O. Srinivasnagar, Mangalore - 575 025
Ph.:    +91-824-2474056
Email:  hodit [at] nitk [dot] edu [dot] in
 

Web Admin: Sowmya Kamath S

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