A bottom-up approach towards achieving semantic web services. - Kamath S. Sowmya; V. S. Ananthanarayana (ICACCI, 2013)

W3-Scrape - A Windows based Reconnaissance Tool for Web Application Fingerprinting. - Karthik R; Raghavendra Karthik; Pramod S.; Sowmya Kamath (CoRR, 2013)

Research on Potential Semantic Web Service Discovery Mechanisms - A. Anji Reddy; S. Sowmya Kamath (CoRR, 2013)

Bug Classification: Feature Extraction and Comparison of Event Model using Naïve Bayes Approach - Sunil Joy Dommati; Ruchi Agrawal; Ram Mohana Reddy Guddeti; S. Sowmya Kamath (CoRR, 2013)

Similarity analysis of service descriptions for efficient Web service discovery. - Sowmya Kamath S.; Ananthanarayana V. S. (DSAA, 2014)

Change propagation based incremental data handling in a Web service discovery framework. - Sowmya Kamath S.; Ananthanarayana V. S. (ISSPIT, 2014)

A bio-inspired, incremental clustering algorithm for semantics-based web service discovery. - S. Sowmya Kamath; V. S. Ananthanarayana (Int. J. Reason. based Intell. Syst., 2015)

Query-oriented Unsupervised Multi-document Summarization on Big Data. - Sunaina; Sowmya Kamath S. (ICCCNT, 2016)

Saliency Prediction for Visual Regions of Interest with Applications in Advertising. - Shailee Jain; S. Sowmya Kamath (VAAM/FFER@ICPR, 2016)

Semantics-based Web service classification using morphological analysis and ensemble learning techniques. - S. Sowmya Kamath; V. S. Ananthanarayana (Int. J. Data Sci. Anal., 2016)

Semantic Similarity Based Context-Aware Web Service Discovery Using NLP Techniques. - Sowmya Kamath; Ananthanarayama V. S. (J. Web Eng., 2016)

Temporal Topic Modeling of Scholarly Publications for Future Trend Forecasting. - Amol P. Bhopale; Sowmya Kamath Shevgoor (BDA, 2017)

Frame Instance Extraction and Clustering for Default Knowledge Building. - Avijit Shah; Valerio Basile; Elena Cabrio; Sowmya Kamath S. (AnSWeR@ESWC, 2017)

Constructing an enriched domain taxonomy for hindi using word embeddings. - Vaishakh Keshava; Pravalika Avvara; S. Sowmya Kamath; V. Geetha (IALP, 2017)

Novel hybrid feature selection models for unsupervised document categorization. - Amol P. Bhopale; S. Sowmya Kamath (ICACCI, 2017)

A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences. - Vaishakh Keshava; Mounica Sanapala; Akshay Chowdlu Dinesh; Sowmya Kamath Shevgoor (NLDB, 2017)

A Hybrid Feature Modeling Approach for Content-Based Medical Image Retrieval. - K. Karthik; S. Sowmya Kamath (ICIIS, 2018)

A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports. - Gokul S. Krishnan; S. Sowmya Kamath (NLDB, 2018)

Concise semantic analysis based text categorization using modified hybrid union feature selection approach. - Amol P. Bhopale; S. Sowmya Kamath; Ashish Tiwari 004 (RAIT, 2018)

Medical Image Retrieval Using Manifold Ranking with Relevance Feedback. - Pooja Soundalgekar; Mukta Kulkarni; Divija Nagaraju; Sowmya Kamath (ICSC, 2018)

Dynamic video anomaly detection and localization using sparse denoising autoencoders. - Medhini G. Narasimhan; Sowmya Kamath S. (Multim. Tools Appl., 2018)

ARS_NITK at MEDIQA 2019: Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System. - Anumeha Agrawal; Rosa Anil George; Selvan Sunitha Ravi; Sowmya Kamath; Anand Kumar (BioNLP@ACL, 2019)

An Approach for Multimodal Medical Image Retrieval using Latent Dirichlet Allocation. - Mandikal Vikram; Aditya Anantharaman; Suhas BS; Sowmya Kamath S. (COMAD/CODS, 2019)

Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification. - Tushaar Gangavarapu; Gokul S. Krishnan; Sowmya Kamath S. (CoNLL, 2019)

Deep Neural Network Models for Question Classification in Community Question-Answering Forums. - B. Akshay Upadhya; Swastik Udupa; S. Sowmya Kamath (ICCCNT, 2019)

Evaluating the quality of word representation models for unstructured clinical Text based ICU mortality prediction. - Gokul S. Krishnan; S. Sowmya Kamath (ICDCN, 2019)

TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. - Tushaar Gangavarapu; Aditya Jayasimha; Gokul S. Krishnan; Sowmya Kamath S. (NLDB, 2019)

Jamura: A Conversational Smart Home Assistant Built on Telegram and Google Dialogflow. - Sanket Salvi; V. Geetha; S. Sowmya Kamath (TENCON, 2019)

A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data. - Gokul S. Krishnan; Sowmya Kamath S. (Appl. Soft Comput., 2019)

Proximal Policy Optimization for Improved Convergence in IRGAN. - Moksh Jain; Sowmya Kamath S. (CoRR, 2019)

Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes. - Gokul S. Krishnan; Sowmya Kamath S. (Computación y Sistemas, 2019)

Discovering composable web services using functional semantics and service dependencies based on natural language requests. - S. Sowmya Kamath; Ananthanarayana V. S. (Inf. Syst. Frontiers, 2019)

Improving Convergence in IRGAN with PPO. - Moksh Jain; S. Sowmya Kamath (COMAD/CODS, 2020)

Deep Neural Learning for Automated Diagnostic Code Group Prediction Using Unstructured Nursing Notes. - Aditya Jayasimha; Tushaar Gangavarapu; S. Sowmya Kamath; Gokul S. Krishnan (COMAD/CODS, 2020)

Benchmarking Semantic, Centroid, and Graph-Based Approaches for Multi-document Summarization. - Anumeha Agrawal; Rosa Anil George; Selvan Sunitha Ravi; S. Sowmya Kamath (FICTA (2), 2020)

Leveraging Deep Learning Approaches for Patient Case Similarity Evaluation. - Nachiket Naganure; Nayak U. Ashwin; S. Sowmya Kamath (FICTA (2), 2020)

Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes. - Gokul S. Krishnan; S. Sowmya Kamath (ICCS (4), 2020)

Deep Neural Network Models for Detection of Arrhythmia based on Electrocardiogram Reports. - Suyash Ghuge; Nishant Kumar; Tilak Shenoy; Sowmya Kamath S. (ICCCNT, 2020)

Automatic Quality Enhancement of Medical Diagnostic Scans with Deep Neural Image Super-Resolution Models. - K. Karthik; S. Sowmya Kamath; Surendra U. Kamath (ICIIS, 2020)

A Multi-Space Approach to Zero-Shot Object Detection. - Dikshant Gupta; Aditya Anantharaman; Nehal Mamgain; Sowmya Kamath S.; Vineeth N. Balasubramanian; C. V. Jawahar (WACV, 2020)

Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback. - Anumeha Agrawal; Rosa Anil George; Selvan Sunitha Ravi; Sowmya Kamath Shevgoor; Anand Kumar M (CoRR, 2020)

A Bag of Visual Words Model for Medical Image Retrieval. - Sowmya Kamath S.; Karthik K (CoRR, 2020)

AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements. - Mohit Raghavendra; Pravan Omprakash; B. R. Mukesh; Sowmya Kamath (CoRR, 2020)

Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes. - Tushaar Gangavarapu; Aditya Jayasimha; Gokul S. Krishnan; Sowmya Kamath S. (Knowl. Based Syst., 2020)

Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering. - Sony Bachina; Spandana Balumuri; S. Sowmya Kamath (DialDoc@ACL-IJCNLP, 2021)

Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data. - Akshara Prabhakar; Shidharth Srinivasan; Gokul S. Krishnan; S. Sowmya Kamath (BDA, 2021)

SB_NITK at MEDIQA 2021: Leveraging Transfer Learning for Question Summarization in Medical Domain. - Spandana Balumuri; Sony Bachina; Sowmya Kamath S. (BioNLP@NAACL-HLT, 2021)

COVIDDX: AI-based Clinical Decision Support System for Learning COVID-19 Disease Representations from Multimodal Patient Data. - Veena Mayya; Karthik K; Kamath S. Sowmya; Krishnananda Karadka; Jayakumar Jeganathan (HEALTHINF, 2021)

$ mathcal{LAJA}{-}$ Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes. - Veena Mayya; S. Sowmya Kamath; Vijayan Sugumaran (CIBCB, 2021)

Integrating Structured and Unstructured Patient Data for ICD9 Disease Code Group Prediction. - Akshara P; Shidharth S; Gokul S. Krishnan; Sowmya Kamath S. (COMAD/CODS, 2021)

A Probabilistic Precision Information Retrieval Model for Personalized Clinical Trial Recommendation based on Heterogeneous Data. - Sowmya Kamath S.; Veena Mayya; Priyadarshini R (ICCCNT, 2021)

DeepOA: Clinical Decision Support System for Early Detection and Severity Grading of Knee Osteoarthritis. - Yuvraj Dalia; Adikar Bharath; Veena Mayya; S. Sowmya Kamath (ICCCSP, 2021)

Genomic Variant Annotation: A Comprehensive Review of Tools and Techniques. - Prajna Hebbar; S. Sowmya Kamath (ISDA, 2021)

Designing Scalable Intrusion Detection Systems with Stacking Based Ensemble Learning. - A. Sujan Reddy; S. Akashdeep; S. Sowmya Kamath; Bhawana Rudra (ISDA, 2021)

Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. - Gokul S. Krishnan; S. Sowmya Kamath; Vijayan Sugumaran (NLDB, 2021)

Multi-channel, convolutional attention based neural model for automated diagnostic coding of unstructured patient discharge summaries. - Veena Mayya; Sowmya Kamath S.; Gokul S. Krishnan; Tushaar Gangavarapu (Future Gener. Comput. Syst., 2021)

FarSight: Long-Term Disease Prediction Using Unstructured Clinical Nursing Notes. - Tushaar Gangavarapu; Gokul S. Krishnan; S. Sowmya Kamath; Jayakumar Jeganathan (IEEE Trans. Emerg. Top. Comput., 2021)

A deep neural network model for content-based medical image retrieval with multi-view classification. - Karthik K; S. Sowmya Kamath (Vis. Comput., 2021)

Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping. - Akshara Prabhakar; Shidharth S; S. Sowmya Kamath (CISS, 2022)

HaleLab_NITK@SMM4H'22: Adaptive Learning Model for Effective Detection, Extraction and Normalization of Adverse Drug Events from Social Media Data. - Reshma Unnikrishnan; Sowmya Kamath S.; Ananthanarayana V. S. (SMM4H@COLING, 2022)

Ensemble Learning Approach for Short-term Energy Consumption Prediction. - Sujan Reddy A; Akashdeep; Harshvardhan; Sowmya Kamath S. (COMAD/CODS, 2022)

Population-centric Profiling with Social Data for Large-scale Epidemiological studies. - Reshma Unnikrishnan; S. Sowmya Kamath; V. S. Ananthanarayana (COMAD/CODS, 2022)

Water Salinity Assessment Using Remotely Sensed Images - A Comprehensive Survey. - R. Priyadarshini; B. Sudhakara; S. Sowmya Kamath; Shrutilipi Bhattacharjee; U. Pruthviraj; K. V. Gangadharan (CVMI, 2022)

Multi-branch Deep Neural Model for Natural Language-Based Vehicle Retrieval. - N. Shankaranarayan; S. Sowmya Kamath (CVMI, 2022)

TrashBox: Trash Detection and Classification using Quantum Transfer Learning. - Nikhil Venkat Kumsetty; Amith Bhat Nekkare; Sowmya Kamath S.; Anand Kumar Madasamy (FRUCT, 2022)

Stacking Deep learning and Machine learning models for short-term energy consumption forecasting. - Sujan Reddy A; S. Akashdeep; Harshvardhan; Sowmya Kamath S. (Adv. Eng. Informatics, 2022)

Improving Clinical Diagnosis Performance with Automated X-ray Scan Quality Enhancement Algorithms. - Karthik K; Sowmya Kamath Shevgoor (CoRR, 2022)

A Framework for Web Services Retrieval Using Bio Inspired Clustering. - Anirudha Rayasam; Siddhartha R. Thota; Avinash N. Bukkittu; Sowmya Kamath (CoRR, 2022)

Network Science based Predictive Analysis on Social Media Data. - Sarvesh Joshi; Sowmya Kamath S. (ICCCNT, 2023)

Ocular Region Segmentation Model for Diagnosis of Microbial Keratitis Using Slit-Lamp Photography. - Supreetha R.; Sowmya Kamath S.; Veena Mayya (ICCCNT, 2023)

Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-Scale Biomedical Document Corpora. - Naveen Shenoy; Pratham Nayak; Sarthak Jain; S. Sowmya Kamath; Vijayan Sugumaran (NLDB, 2023)

An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images. - Veena Mayya; S. Sowmya Kamath; Uma Kulkarni; Divyalakshmi Kaiyoor Surya; U. Rajendra Acharya (Appl. Intell., 2023)

Efficient parameter tuning of neural foundation models for drug perspective prediction from unstructured socio-medical data. - Reshma Unnikrishnan; Sowmya Kamath S.; Ananthanarayana V. S. (Eng. Appl. Artif. Intell., 2023)

Nature-inspired query optimisation models for medical information retrieval with relevance feedback. - Aditya Jayasimha; Rahul Mudambi; S. Sowmya Kamath (Int. J. Adv. Intell. Paradigms, 2023)

Multi-task deep neural network models for learning COVID-19 disease representations from multimodal data. - Veena Mayya; Karthik K; Krishnananda Prabhu Karadka; S. Sowmya Kamath (Int. J. Medical Eng. Informatics, 2023)

MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. - Karthik K; S. Sowmya Kamath (J. Ambient Intell. Humaniz. Comput., 2023)

Correction to: MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. - Karthik K; S. Sowmya Kamath (J. Ambient Intell. Humaniz. Comput., 2023)

HALE Lab NITK at Touché 2024: A Hybrid Approach for Identifying Political Ideology and Power in Multilingual Parliamentary Speeches. - Simhadri Sevitha; Mauli Mehulkumar Patel; Sowmya Kamath S. (CLEF (Working Notes), 2024)

NBA MVP Prediction and Historical Analysis Using Cross-Era Comparison Approaches. - Ishan Godbole; Sidhaarth Sredharan Murali; S. Sowmya Kamath (ICCCNT, 2024)

Predicting Air Quality Index with Recurrent Neural Networks and Meta-heuristic Algorithms. - Prathipati Jayanth; S. Sowmya Kamath (ICCCNT, 2024)

Content Based Surgical Video Retrieval using Scene and Motion Feature Embeddings. - Vedant Parwal; S. Sowmya Kamath (ICCCNT, 2024)

RIVER: A Bio Inspired Routing Protocol For High Data Rate Wireless Sensor Networks. - V. Geetha; Priya Malik; Sowmya Kamath S. (ICOIN, 2024)

Analyzing Data Incompleteness for MRI Data for Quality Enhancement. - Sanjay Shanbhag; Supreetha Raju; Varadraj Prabhu Gurupur; S. Sowmya Kamath; Kandala N. V. P. S. Rajesh; Elizabeth A. Trader; Shyam Lal (IEEE Access, 2024)

Automated Health Insurance Processing Framework with Intelligent Fraud Detection, Risk Classification and Premium Prediction. - Sreegeethi Devaguptam; Sai Srivatsa Gorti; T. Leela Akshaya; S. Sowmya Kamath (SN Comput. Sci., 2024)

Content-based medical retrieval systems with evidence-based diagnosis for enhanced clinical decision support. - Karthik K; S. Sowmya Kamath; Supreetha R.; Ashish Katlam (Expert Syst. Appl., 2025)