Sowmya Kamath S.

27 papers A 1B 2C 1Misc 1Journal 9Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	HALE Lab NITK at Touché 2024: A Hybrid Approach for Identifying Political Ideology and Power in Multilingual Parliamentary Speeches. CLEF (Working Notes) Simhadri Sevitha, Mauli Mehulkumar Patel, Sowmya Kamath S.
2024	—	`conf`	RIVER: A Bio Inspired Routing Protocol For High Data Rate Wireless Sensor Networks. ICOIN V. Geetha, Priya Malik, Sowmya Kamath S.
2023	J	`jnl`	Efficient parameter tuning of neural foundation models for drug perspective prediction from unstructured socio-medical data. Eng. Appl. Artif. Intell. Reshma Unnikrishnan, Sowmya Kamath S., Ananthanarayana V. S.
2023	—	`conf`	Network Science based Predictive Analysis on Social Media Data. ICCCNT Sarvesh Joshi, Sowmya Kamath S.
2023	—	`conf`	Ocular Region Segmentation Model for Diagnosis of Microbial Keratitis Using Slit-Lamp Photography. ICCCNT Supreetha R., Sowmya Kamath S., Veena Mayya
2022	—	`conf`	Ensemble Learning Approach for Short-term Energy Consumption Prediction. COMAD/CODS Sujan Reddy A, Akashdeep, Harshvardhan, Sowmya Kamath S.
2022	—	`conf`	HaleLab_NITK@SMM4H'22: Adaptive Learning Model for Effective Detection, Extraction and Normalization of Adverse Drug Events from Social Media Data. SMM4H@COLING Reshma Unnikrishnan, Sowmya Kamath S., Ananthanarayana V. S.
2022	J	`jnl`	Stacking Deep learning and Machine learning models for short-term energy consumption forecasting. Adv. Eng. Informatics Sujan Reddy A, S. Akashdeep, Harshvardhan, Sowmya Kamath S.
2022	Misc	`conf`	TrashBox: Trash Detection and Classification using Quantum Transfer Learning. FRUCT Nikhil Venkat Kumsetty, Amith Bhat Nekkare, Sowmya Kamath S., Anand Kumar Madasamy
2021	—	`conf`	A Probabilistic Precision Information Retrieval Model for Personalized Clinical Trial Recommendation based on Heterogeneous Data. ICCCNT Sowmya Kamath S., Veena Mayya, Priyadarshini R
2021	—	`conf`	Integrating Structured and Unstructured Patient Data for ICD9 Disease Code Group Prediction. COMAD/CODS Akshara P, Shidharth S, Gokul S. Krishnan, Sowmya Kamath S.
2021	J	`jnl`	Multi-channel, convolutional attention based neural model for automated diagnostic coding of unstructured patient discharge summaries. Future Gener. Comput. Syst. Veena Mayya, Sowmya Kamath S., Gokul S. Krishnan, Tushaar Gangavarapu
2021	—	`conf`	SB_NITK at MEDIQA 2021: Leveraging Transfer Learning for Question Summarization in Medical Domain. BioNLP@NAACL-HLT Spandana Balumuri, Sony Bachina, Sowmya Kamath S.
2020	J	`jnl`	A Bag of Visual Words Model for Medical Image Retrieval. CoRR Sowmya Kamath S., Karthik K
2020	A	`conf`	A Multi-Space Approach to Zero-Shot Object Detection. WACV Dikshant Gupta, Aditya Anantharaman, Nehal Mamgain, Sowmya Kamath S., Vineeth N. Balasubramanian, C. V. Jawahar
2020	J	`jnl`	Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes. Knowl. Based Syst. Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.
2019	J	`jnl`	A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data. Appl. Soft Comput. Gokul S. Krishnan, Sowmya Kamath S.
2019	—	`conf`	An Approach for Multimodal Medical Image Retrieval using Latent Dirichlet Allocation. COMAD/CODS Mandikal Vikram, Aditya Anantharaman, Suhas BS, Sowmya Kamath S.
2019	B	`conf`	Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification. CoNLL Tushaar Gangavarapu, Gokul S. Krishnan, Sowmya Kamath S.
2019	J	`jnl`	Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes. Computación y Sistemas Gokul S. Krishnan, Sowmya Kamath S.
2019	J	`jnl`	Proximal Policy Optimization for Improved Convergence in IRGAN. CoRR Moksh Jain, Sowmya Kamath S.
2019	C	`conf`	TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. NLDB Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.
2018	J	`jnl`	Dynamic video anomaly detection and localization using sparse denoising autoencoders. Multim. Tools Appl. Medhini G. Narasimhan, Sowmya Kamath S.
2017	—	`conf`	Frame Instance Extraction and Clustering for Default Knowledge Building. AnSWeR@ESWC Avijit Shah, Valerio Basile, Elena Cabrio, Sowmya Kamath S.
2016	—	`conf`	Query-oriented Unsupervised Multi-document Summarization on Big Data. ICCCNT Sunaina, Sowmya Kamath S.
2014	—	`conf`	Change propagation based incremental data handling in a Web service discovery framework. ISSPIT Sowmya Kamath S., Ananthanarayana V. S.
2014	B	`conf`	Similarity analysis of service descriptions for efficient Web service discovery. DSAA Sowmya Kamath S., Ananthanarayana V. S.