Sowmya Kamath S.

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Transfer Learning

Web Service Discovery

Energy Consumption

Medical Image Retrieval

Top Venues

Publications

V. Geetha, Priya Malik, Sowmya Kamath S.
RIVER: A Bio Inspired Routing Protocol For High Data Rate Wireless Sensor Networks. ICOIN (2024)
Simhadri Sevitha, Mauli Mehulkumar Patel, Sowmya Kamath S.
HALE Lab NITK at Touché 2024: A Hybrid Approach for Identifying Political Ideology and Power in Multilingual Parliamentary Speeches. CLEF (Working Notes) (2024)
Reshma Unnikrishnan, Sowmya Kamath S., Ananthanarayana V. S.
Efficient parameter tuning of neural foundation models for drug perspective prediction from unstructured socio-medical data. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Supreetha R., Sowmya Kamath S., Veena Mayya
Ocular Region Segmentation Model for Diagnosis of Microbial Keratitis Using Slit-Lamp Photography. ICCCNT (2023)
Sujan Reddy A, S. Akashdeep, Harshvardhan, Sowmya Kamath S.
Stacking Deep learning and Machine learning models for short-term energy consumption forecasting. Adv. Eng. Informatics 52 (2022)
Sujan Reddy A, Akashdeep, Harshvardhan, Sowmya Kamath S.
Ensemble Learning Approach for Short-term Energy Consumption Prediction. COMAD/CODS (2022)
Nikhil Venkat Kumsetty, Amith Bhat Nekkare, Sowmya Kamath S., Anand Kumar Madasamy
TrashBox: Trash Detection and Classification using Quantum Transfer Learning. FRUCT (2022)
Reshma Unnikrishnan, Sowmya Kamath S., Ananthanarayana V. S.
HaleLab_NITK@SMM4H'22: Adaptive Learning Model for Effective Detection, Extraction and Normalization of Adverse Drug Events from Social Media Data. SMM4H@COLING (2022)
Akshara P, Shidharth S, Gokul S. Krishnan, Sowmya Kamath S.
Integrating Structured and Unstructured Patient Data for ICD9 Disease Code Group Prediction. COMAD/CODS (2021)
Sowmya Kamath S., Veena Mayya, Priyadarshini R
A Probabilistic Precision Information Retrieval Model for Personalized Clinical Trial Recommendation based on Heterogeneous Data. ICCCNT (2021)
Veena Mayya, Sowmya Kamath S., Gokul S. Krishnan, Tushaar Gangavarapu
Multi-channel, convolutional attention based neural model for automated diagnostic coding of unstructured patient discharge summaries. Future Gener. Comput. Syst. 118 (2021)
Spandana Balumuri, Sony Bachina, Sowmya Kamath S.
SB_NITK at MEDIQA 2021: Leveraging Transfer Learning for Question Summarization in Medical Domain. BioNLP@NAACL-HLT (2021)
Dikshant Gupta, Aditya Anantharaman, Nehal Mamgain, Sowmya Kamath S., Vineeth N. Balasubramanian, C. V. Jawahar
A Multi-Space Approach to Zero-Shot Object Detection. WACV (2020)
Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.
Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes. Knowl. Based Syst. 190 (2020)
Suyash Ghuge, Nishant Kumar, Tilak Shenoy, Sowmya Kamath S.
Deep Neural Network Models for Detection of Arrhythmia based on Electrocardiogram Reports. ICCCNT (2020)
Sowmya Kamath S., Karthik K
A Bag of Visual Words Model for Medical Image Retrieval. CoRR (2020)
Gokul S. Krishnan, Sowmya Kamath S.
A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data. Appl. Soft Comput. 80 (2019)
Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.
TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. NLDB (2019)
Moksh Jain, Sowmya Kamath S.
Proximal Policy Optimization for Improved Convergence in IRGAN. CoRR (2019)
Mandikal Vikram, Aditya Anantharaman, Suhas BS, Sowmya Kamath S.
An Approach for Multimodal Medical Image Retrieval using Latent Dirichlet Allocation. COMAD/CODS (2019)
Gokul S. Krishnan, Sowmya Kamath S.
Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes. Computación y Sistemas 23 (3) (2019)
Tushaar Gangavarapu, Gokul S. Krishnan, Sowmya Kamath S.
Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification. CoNLL (2019)
Medhini G. Narasimhan, Sowmya Kamath S.
Dynamic video anomaly detection and localization using sparse denoising autoencoders. Multim. Tools Appl. 77 (11) (2018)
Avijit Shah, Valerio Basile, Elena Cabrio, Sowmya Kamath S.
Frame Instance Extraction and Clustering for Default Knowledge Building. AnSWeR@ESWC (2017)
Sunaina, Sowmya Kamath S.
Query-oriented Unsupervised Multi-document Summarization on Big Data. ICCCNT (2016)
Sowmya Kamath S., Ananthanarayana V. S.
Change propagation based incremental data handling in a Web service discovery framework. ISSPIT (2014)
Sowmya Kamath S., Ananthanarayana V. S.
Similarity analysis of service descriptions for efficient Web service discovery. DSAA (2014)