DEPARTMENT OF INFORMATION TECHNOLOGY, NITK SURATHKAL 

Conference Publications in 2020

 

SI NO          Author, Paper and CONFERENCE Details 

  1. Shashank Shetty, Ananthanarayana V S., AjitMahale “Medical Knowledge-based Deep Learning Framework for Disease Prediction on Unstructured Radiology Free-Text Reports under Low Data condition”, 21st International Conference on Engineering Applications of Neural Networks, Porto Carras Grand Resort, Halkidiki, Greece, 5 – 7 June, 2020

  2. Bhowmik, M., Nara, M., Mohan, B.R. “Similarity Calculation of Executable Using Intel Pin Instrumentation Framework” (2020) Proceedings - 2020 IEEE 31st International Symposium on Software Reliability Engineering Workshops, ISSREW 2020, art. no. 9307639, pp. 169-170. DOI: 10.1109/ISSREW51248.2020.00066

  3. Naik, N., Mohan, B.R. “Log Periodic Power Law Fitting on Indian Stock Market” (2020) Communications in Computer and Information Science, 1241 CCIS, pp. 38-43. DOI: 10.1007/978-981-15-6318-8_4

  4. Naik, N., Mohan, B.R., Jha, R.A. “GARCH Model Identification for Stock Crises Events” (2020) Procedia Computer Science, 171, pp. 1742-1749. DOI: 10.1016/j.procs.2020.04.187

  5. Naik, N., Mohan, B.R., Jha, R.A. “GARCH-Model Identification based on Performance of Information Criteria” (2020) Procedia Computer Science, 171, pp. 1935-1942. Cited 1 time. DOI: 10.1016/j.procs.2020.04.207

  6. Chanduka, B., Bhat, S.S., Rajput, N., Mohan, B.R. “A TFD Approach to Stock Price Prediction” (2020) Advances in Intelligent Systems and Computing, 1034, pp. 635-644. Cited 1 time. DOI: 10.1007/978-981-15-1084-7_61

  7. Venkatesh H, Niteesh Kumar, Rashad Ahmed, 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)

  8. 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 (Core C ranked)

  9. 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)

  10. Ashwin Nayak U, Nachiket Naganure and Sowmya Kamath S, “Semantic Segmentation based BEV Detection and Localization in Autonomous Driving Systems”, 26th International Conference on Advanced Computing and Communications (ADCOM 2020), December 16-18, 2020, National Institute of Technology Silchar. (Core B ranked)

  11. Tilak Shenoy, Mathew Medayil, Sowmya Kamath S, "Deep Neural Models for Early Diagnosis of Knee Osteoarthritis and Severity Grade Prediction", 26th annual International Conference on Advanced Computing and Communications (ADCOM 2020), December 16-18, 2020, National Institute of Technology Silchar. (Core B ranked)

  12. 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 (Core A* ranked)

  13. Anumeha Agrawal*, Sunitha Selvan Ravi*, Rosa George*, Sowmya Kamath S and Anand Kumar M, “Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback”, 58th Annual Meeting of the Association for Computational Linguistics (ACL), Jul 5-10, 2020. (Core A* Conference)

  14. Suyash Ghuge, Nishant Kumar, Tilak Shenoy and Sowmya Kamath, “Deep Neural Network Models for Detection of Arrhythmia based on Electrocardiogram Reports”, 11th International Conference on Computing Communication and Networking Technologies, July 1-3, 2020, IIT Kharagpur

  15. Gokul S Krishnan and Sowmya Kamath S, “Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physicians' Notes”, 20th International Conference on Computational Science (ICCS 2020), Amsterdam, The Netherlands, June 3-5, 2020 [DOI: 10.1007/978-3-030-50423-6_24]

  16. C. K. Sunil, C. D. Jaidhar and Nagamma. Patil, "Empirical Study on Multi Convolutional Layer-based Convolutional Neural Network Classifier for Plant Leaf Disease Detection," 2020 IEEE 15th International Conference on Industrial and Information Systems (ICIIS), RUPNAGAR, India, 2020, pp. 460-465, doi: 10.1109/ICIIS51140.2020.9342729.

  17. Agrawal, A., George, R. A., Ravi, S. S., & Kamath, S. Anand Kumar M (2020). Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback. ACL 2020, 46.

  18. Khatri, A., & Pranav, P. Anand Kumar M (2020, July). Sarcasm Detection in Tweets with BERT and GloVe Embeddings. In Proceedings of the Second Workshop on Figurative Language Processing (pp. 56-60).

  19. Hariharan, R. L. Anand Kumar M "NITK NLP at FinCausal-2020 Task 1 Using BERT and Linear models." In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation, pp. 60-63. 2020.

  20. Thomas Mandl, Sandip Modha, Anand Kumar M, and Bharathi Raja Chakravarthi. 2020. Overview of the HASOC Track at FIRE 2020: Hate Speech and Offensive Language Identification in Tamil, Malayalam, Hindi, English and German. In Forum for Information Retrieval Evaluation (FIRE 2020). Association for Computing Machinery, New York, NY, USA, 29–32.

  21. Mukesh B.R., Madhumitha N., Aditya N.P., Vivek S., Anand Kumar M. (2021) Clustering Enhanced Encoder–Decoder Approach to Dimensionality Reduction and Encryption. Evolution in Computational Intelligence. Advances in Intelligent Systems and Computing, vol 1176. Springer, Singapore.

  22. Sahil A, Anand Kumar M, Convolution Neural Network based CAPTCHA Recognition for Indic Languages, 4th INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND COMMUNICATION (ICICC-2020) 18th, 19th & 20th SEPTEMBER, 2020

  23. Nishant Kumar, Parangjothi, Sankarshan Guru, Kiran M "Peer Consonance in Blockchain based Healthcare Applications using AI-Based Consensus Mechanism", July 1st to 3rd, 11th ICCCNT, IIT Kharagpur, 2020. DoI: 10.1109/ICCCNT49239.2020.9225550

  24. Madhuparna Bhowmik, Aastha Chowdhary, and Dr. Bhawana Rudra.Software Verification using State Diagrams. In International Conference on Advances in Computer Science and Application (CSA) 2021

  25. Madhuparna Bhowmik, Aastha Chowdhary and Dr. Bhawana Rudra. FQDN Similarity and Cache-Miss Property based DNS Tunneling Detection Technique. In 12th International Joint Conference on Advances in Engineering and Technology, AET 2021

  26. Aastha Chowdary,Madhuparna Bhowmik, Bhawana Rudra. DNS Tunneling Detection using Machine Learning and Cache Miss Properties. InInternational Conference on Intelligent Computing and Control Systems (ICICCS 2021)

  27. Madhuparna Bhowmik, Tulasi Sai Siri Chandana, Dr. Bhawana Rudra. Comparative Study of Machine Learning Algorithms for Fraud Detection in Blockchain. In 5th International Conference on Computing Methodologies and Communication Computing Methodologies (ICCMC 2021)

  28. Sujan and Dr. Bhawana Rudra Evaluation of Recurrent Neural Networks for Detecting Injections in API Requests. In 11th International Computing and Communication workshop and conference from 27-30th January 2021

  29. Swathi M and Bhawana Rudra.Implementation of Reversible Logic Gates with Quantum Gates In 11th International Computing and Communication workshop and conference from 27-30th January 2021

  30. Sangeetha Saha, Neema Singh and Bhawana Rudra. Detection of Denial of Service Attack using Deep Learning and Genetic Algorithm. In 5th national conference on Soft Computing: theories and application 2020 on December 25-27, 2020

  31. Sangeetha Saha and Bhawana Rudra. A Hybrid Model of Convo-GAN to detect Fake Images. In 11th International Joint Conference on Advances in Engineering and Technology, AET 2020

  32. Aakshara and Bhawana Rudra.A Hybrid Approach Towards Malware Detection in Executable Files. In 6th International Conference on Cyber Security, Privacy in Communication Networks (ICCS) 2020.

  33. Swathi M and Bhawana Rudra. A Novel Architecture for Binary code to gray code converter using Quantum Cellular Automata. In 26th International Conference on Advanced Computing and Communication as December 2020

  34. Swathi M, Ashley Anoop and bhawana Rudra. Fake Profile Detection and Stalking Prediction on Facebook. In International Conference on Soft Computing Theories and Applications SoCTA 2020

  35. Harsh Maru, Pranav P, Yashwanth Miryala and Dr.Bhawana Rudra. Distributed Computing Solution for Steganography using Visual Cryptography and Genetic Algorithm. In 5th International Conference on Internet of Things and Connected Technologies (ICIoTCT) 2020 July 03-05, 2020

  36. Vishakh Rao, Ankur Singh, Bhawana Rudra. Ethereum Blockchain Enabled Secure and Transparent E-Voting. In the proceedings of the Future Technologies Conference (FTC) 2020, Volume 3

  37. Madhuparna Bhowmik, Arpitha Raghunandan, Dr. Bhawana Rudra.Distributed Adaptive Video Streaming using Inter-Server Data Distribution and Agent-based Adaptive Load Balancing. In 16th International Conference on Distributed Computing in Sensor Systems (DCOSS),2020

  38. Sahilahmed and Bhawana Rudra. Intrusion Detection techniques for detection of Cyber Attacks. In 4th International Conference on Intelligent Computing and Communication 2020.

  39. Shrutilipi Bhattacharjee, Katharina Dill and Jia Chen, “Forecasting Interannual Space-based CO2 Concentration using Geostatistical Mapping Approach”, 6th International Conference on Electronics, Computing and Communication Technologies (IEEE CONECCT 2020), pp. 1-6, Bangalore, India, July 2-4, 2020

  40. Kartik Vyas and Dinesh Naik, Language Model Fine Tuning with Second Order Optimizer, 25th International Symposium on Frontiers of Research in Speech and Music [FRSM-2020], October 8-9, 2020, National Institute of Technology Silchar, India, ISSN: 2194-5357, 2020.

  41. Radarapu R., Bandari N., Muthyam S., Naik D. (2021) A Novel Approach for Video Captioning Based on Semantic Cross Embedding and Skip-Connection: Computer Vision and Image Processing. CVIP 2020. Communications in Computer and Information Science, vol 1378. Springer, Singapore. https://doi.org/10.1007/978-981-16-1103-2_39.

 


IN REFEREED NATIONAL CONFERENCES

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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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