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S. Sowmya Kamath
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- affiliation: National Institute of Technology Karnataka, Surathkal, Mangalore, India
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Journal Articles
- 2024
- [j19]Sreegeethi Devaguptam
, Sai Srivatsa Gorti, T. Leela Akshaya, S. Sowmya Kamath:
Automated Health Insurance Processing Framework with Intelligent Fraud Detection, Risk Classification and Premium Prediction. SN Comput. Sci. 5(5): 450 (2024) - 2023
- [j18]Veena Mayya
, S. Sowmya Kamath
, Uma Kulkarni
, Divyalakshmi Kaiyoor Surya
, U. Rajendra Acharya
:
An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images. Appl. Intell. 53(2): 1548-1566 (2023) - [j17]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): 106214 (2023) - [j16]Aditya Jayasimha, Rahul Mudambi, S. Sowmya Kamath:
Nature-inspired query optimisation models for medical information retrieval with relevance feedback. Int. J. Adv. Intell. Paradigms 26(1): 43-59 (2023) - [j15]Veena Mayya
, Karthik K, Krishnananda Prabhu Karadka, S. Sowmya Kamath:
Multi-task deep neural network models for learning COVID-19 disease representations from multimodal data. Int. J. Medical Eng. Informatics 15(6): 501-515 (2023) - [j14]Karthik K
, S. Sowmya Kamath
:
MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. J. Ambient Intell. Humaniz. Comput. 14(12): 16099-16113 (2023) - [j13]Karthik K
, S. Sowmya Kamath
:
Correction to: MSDNet: a deep neural ensemble model for abnormality detection and classification of plain radiographs. J. Ambient Intell. Humaniz. Comput. 14(12): 17009-17010 (2023) - 2022
- [j12]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: 101542 (2022) - 2021
- [j11]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: 374-391 (2021) - [j10]Tushaar Gangavarapu
, Gokul S. Krishnan
, S. Sowmya Kamath
, Jayakumar Jeganathan
:
FarSight: Long-Term Disease Prediction Using Unstructured Clinical Nursing Notes. IEEE Trans. Emerg. Top. Comput. 9(3): 1151-1169 (2021) - [j9]Karthik K
, S. Sowmya Kamath
:
A deep neural network model for content-based medical image retrieval with multi-view classification. Vis. Comput. 37(7): 1837-1850 (2021) - 2020
- [j8]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: 105321 (2020) - 2019
- [j7]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: 525-533 (2019) - [j6]Gokul S. Krishnan, Sowmya Kamath S.
:
Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes. Computación y Sistemas 23(3) (2019) - [j5]S. Sowmya Kamath
, Ananthanarayana V. S.:
Discovering composable web services using functional semantics and service dependencies based on natural language requests. Inf. Syst. Frontiers 21(1): 175-189 (2019) - 2018
- [j4]Medhini G. Narasimhan
, Sowmya Kamath S.
:
Dynamic video anomaly detection and localization using sparse denoising autoencoders. Multim. Tools Appl. 77(11): 13173-13195 (2018) - 2016
- [j3]S. Sowmya Kamath
, V. S. Ananthanarayana:
Semantics-based Web service classification using morphological analysis and ensemble learning techniques. Int. J. Data Sci. Anal. 2(1-2): 61-74 (2016) - [j2]Sowmya Kamath, Ananthanarayama V. S.:
Semantic Similarity Based Context-Aware Web Service Discovery Using NLP Techniques. J. Web Eng. 15(1&2): 110-139 (2016) - 2015
- [j1]S. Sowmya Kamath
, V. S. Ananthanarayana:
A bio-inspired, incremental clustering algorithm for semantics-based web service discovery. Int. J. Reason. based Intell. Syst. 7(3/4): 261-275 (2015)
Conference and Workshop Papers
- 2024
- [c52]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: 3489-3495 - [c51]V. Geetha, Priya Malik, Sowmya Kamath S.:
RIVER: A Bio Inspired Routing Protocol For High Data Rate Wireless Sensor Networks. ICOIN 2024: 23-28 - 2023
- [c50]Sarvesh Joshi, Sowmya Kamath S.:
Network Science based Predictive Analysis on Social Media Data. ICCCNT 2023: 1-6 - [c49]Supreetha R., Sowmya Kamath S., Veena Mayya:
Ocular Region Segmentation Model for Diagnosis of Microbial Keratitis Using Slit-Lamp Photography. ICCCNT 2023: 1-7 - [c48]Naveen Shenoy
, Pratham Nayak
, Sarthak Jain
, S. Sowmya Kamath
, Vijayan Sugumaran
:
Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-Scale Biomedical Document Corpora. NLDB 2023: 404-415 - 2022
- [c47]Akshara Prabhakar
, Shidharth S, S. Sowmya Kamath
:
Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping. CISS 2022: 142-147 - [c46]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: 95-97 - [c45]Sujan Reddy A, Akashdeep, Harshvardhan, Sowmya Kamath S.
:
Ensemble Learning Approach for Short-term Energy Consumption Prediction. COMAD/CODS 2022: 284-285 - [c44]Reshma Unnikrishnan, S. Sowmya Kamath
, V. S. Ananthanarayana:
Population-centric Profiling with Social Data for Large-scale Epidemiological studies. COMAD/CODS 2022: 302-303 - [c43]R. Priyadarshini, B. Sudhakara, S. Sowmya Kamath, Shrutilipi Bhattacharjee, U. Pruthviraj, K. V. Gangadharan:
Water Salinity Assessment Using Remotely Sensed Images - A Comprehensive Survey. CVMI 2022: 577-589 - [c42]N. Shankaranarayan
, S. Sowmya Kamath
:
Multi-branch Deep Neural Model for Natural Language-Based Vehicle Retrieval. CVMI 2022: 603-613 - [c41]Nikhil Venkat Kumsetty, Amith Bhat Nekkare, Sowmya Kamath S.
, Anand Kumar Madasamy
:
TrashBox: Trash Detection and Classification using Quantum Transfer Learning. FRUCT 2022: 1-6 - 2021
- [c40]Sony Bachina, Spandana Balumuri, S. Sowmya Kamath:
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering. DialDoc@ACL-IJCNLP 2021: 63-68 - [c39]Akshara Prabhakar
, Shidharth Srinivasan, Gokul S. Krishnan, S. Sowmya Kamath
:
Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data. BDA 2021: 197-210 - [c38]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: 273-279 - [c37]Veena Mayya
, Karthik K, Kamath S. Sowmya, Krishnananda Karadka, Jayakumar Jeganathan:
COVIDDX: AI-based Clinical Decision Support System for Learning COVID-19 Disease Representations from Multimodal Patient Data. HEALTHINF 2021: 659-666 - [c36]Veena Mayya
, S. Sowmya Kamath
, Vijayan Sugumaran
:
$\mathcal{LAJA}{-}$ Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes. CIBCB 2021: 1-7 - [c35]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: 436 - [c34]Sowmya Kamath S.
, Veena Mayya, Priyadarshini R:
A Probabilistic Precision Information Retrieval Model for Personalized Clinical Trial Recommendation based on Heterogeneous Data. ICCCNT 2021: 1-5 - [c33]Yuvraj Dalia, Adikar Bharath, Veena Mayya
, S. Sowmya Kamath
:
DeepOA: Clinical Decision Support System for Early Detection and Severity Grading of Knee Osteoarthritis. ICCCSP 2021: 250-255 - [c32]A. Sujan Reddy, S. Akashdeep, S. Sowmya Kamath
, Bhawana Rudra:
Designing Scalable Intrusion Detection Systems with Stacking Based Ensemble Learning. ISDA 2021: 859-869 - [c31]Prajna Hebbar, S. Sowmya Kamath
:
Genomic Variant Annotation: A Comprehensive Review of Tools and Techniques. ISDA 2021: 1057-1067 - [c30]Gokul S. Krishnan, S. Sowmya Kamath
, Vijayan Sugumaran
:
Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. NLDB 2021: 255-263 - 2020
- [c29]Aditya Jayasimha, Tushaar Gangavarapu
, S. Sowmya Kamath
, Gokul S. Krishnan
:
Deep Neural Learning for Automated Diagnostic Code Group Prediction Using Unstructured Nursing Notes. COMAD/CODS 2020: 152-160 - [c28]Moksh Jain, S. Sowmya Kamath
:
Improving Convergence in IRGAN with PPO. COMAD/CODS 2020: 328-329 - [c27]Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, S. Sowmya Kamath
:
Benchmarking Semantic, Centroid, and Graph-Based Approaches for Multi-document Summarization. FICTA (2) 2020: 255-263 - [c26]Nachiket Naganure, Nayak U. Ashwin, S. Sowmya Kamath
:
Leveraging Deep Learning Approaches for Patient Case Similarity Evaluation. FICTA (2) 2020: 613-622 - [c25]Gokul S. Krishnan
, S. Sowmya Kamath
:
Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes. ICCS (4) 2020: 321-333 - [c24]Suyash Ghuge, Nishant Kumar
, Tilak Shenoy, Sowmya Kamath S.
:
Deep Neural Network Models for Detection of Arrhythmia based on Electrocardiogram Reports. ICCCNT 2020: 1-7 - [c23]K. Karthik, S. Sowmya Kamath
, Surendra U. Kamath:
Automatic Quality Enhancement of Medical Diagnostic Scans with Deep Neural Image Super-Resolution Models. ICIIS 2020: 162-167 - [c22]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: 1198-1206 - 2019
- [c21]Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi
, Sowmya Kamath, Anand Kumar
:
ARS_NITK at MEDIQA 2019: Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System. BioNLP@ACL 2019: 533-540 - [c20]Mandikal Vikram, Aditya Anantharaman, Suhas BS, Sowmya Kamath S.
:
An Approach for Multimodal Medical Image Retrieval using Latent Dirichlet Allocation. COMAD/CODS 2019: 44-51 - [c19]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: 1012-1022 - [c18]B. Akshay Upadhya, Swastik Udupa, S. Sowmya Kamath
:
Deep Neural Network Models for Question Classification in Community Question-Answering Forums. ICCCNT 2019: 1-6 - [c17]Gokul S. Krishnan, S. Sowmya Kamath
:
Evaluating the quality of word representation models for unstructured clinical Text based ICU mortality prediction. ICDCN 2019: 480-485 - [c16]Tushaar Gangavarapu
, Aditya Jayasimha, Gokul S. Krishnan
, Sowmya Kamath S.
:
TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. NLDB 2019: 195-207 - [c15]Sanket Salvi
, V. Geetha, S. Sowmya Kamath
:
Jamura: A Conversational Smart Home Assistant Built on Telegram and Google Dialogflow. TENCON 2019: 1564-1571 - 2018
- [c14]K. Karthik, S. Sowmya Kamath
:
A Hybrid Feature Modeling Approach for Content-Based Medical Image Retrieval. ICIIS 2018: 7-12 - [c13]Gokul S. Krishnan
, S. Sowmya Kamath
:
A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports. NLDB 2018: 126-134 - [c12]Amol P. Bhopale, S. Sowmya Kamath
, Ashish Tiwari:
Concise semantic analysis based text categorization using modified hybrid union feature selection approach. RAIT 2018: 1-7 - [c11]Pooja Soundalgekar, Mukta Kulkarni, Divija Nagaraju, Sowmya Kamath
:
Medical Image Retrieval Using Manifold Ranking with Relevance Feedback. ICSC 2018: 369-373 - 2017
- [c10]Amol P. Bhopale, Sowmya Kamath Shevgoor
:
Temporal Topic Modeling of Scholarly Publications for Future Trend Forecasting. BDA 2017: 144-163 - [c9]Avijit Shah, Valerio Basile, Elena Cabrio, Sowmya Kamath S.:
Frame Instance Extraction and Clustering for Default Knowledge Building. AnSWeR@ESWC 2017: 1-10 - [c8]Vaishakh Keshava, Pravalika Avvara, S. Sowmya Kamath
, V. Geetha:
Constructing an enriched domain taxonomy for hindi using word embeddings. IALP 2017: 127-130 - [c7]Amol P. Bhopale, S. Sowmya Kamath
:
Novel hybrid feature selection models for unsupervised document categorization. ICACCI 2017: 1471-1477 - [c6]Vaishakh Keshava, Mounica Sanapala, Akshay Chowdlu Dinesh, Sowmya Kamath Shevgoor
:
A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences. NLDB 2017: 162-169 - 2016
- [c5]Sunaina, Sowmya Kamath S.
:
Query-oriented Unsupervised Multi-document Summarization on Big Data. ICCCNT 2016: 37:1-37:6 - [c4]Shailee Jain, S. Sowmya Kamath
:
Saliency Prediction for Visual Regions of Interest with Applications in Advertising. VAAM/FFER@ICPR 2016: 48-60 - 2014
- [c3]Sowmya Kamath S.
, Ananthanarayana V. S.:
Similarity analysis of service descriptions for efficient Web service discovery. DSAA 2014: 142-148 - [c2]Sowmya Kamath S.
, Ananthanarayana V. S.:
Change propagation based incremental data handling in a Web service discovery framework. ISSPIT 2014: 474-479 - 2013
- [c1]Kamath S. Sowmya
, V. S. Ananthanarayana:
A bottom-up approach towards achieving semantic web services. ICACCI 2013: 1317-1322
Informal and Other Publications
- 2022
- [i10]Karthik K, Sowmya Kamath Shevgoor:
Improving Clinical Diagnosis Performance with Automated X-ray Scan Quality Enhancement Algorithms. CoRR abs/2201.06250 (2022) - [i9]Anirudha Rayasam, Siddhartha R. Thota, Avinash N. Bukkittu, Sowmya Kamath:
A Framework for Web Services Retrieval Using Bio Inspired Clustering. CoRR abs/2210.01761 (2022) - 2020
- [i8]Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, Sowmya Kamath Shevgoor, Anand Kumar M:
Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback. CoRR abs/2006.07909 (2020) - [i7]Sowmya Kamath S., Karthik K:
A Bag of Visual Words Model for Medical Image Retrieval. CoRR abs/2007.09464 (2020) - [i6]Mohit Raghavendra, Pravan Omprakash
, B. R. Mukesh, Sowmya Kamath:
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements. CoRR abs/2012.02515 (2020) - 2019
- [i5]Moksh Jain, Sowmya Kamath S.:
Proximal Policy Optimization for Improved Convergence in IRGAN. CoRR abs/1910.00352 (2019) - [i4]Gokul S. Krishnan, S. Sowmya Kamath:
Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes. CoRR abs/1911.11657 (2019) - 2013
- [i3]A. Anji Reddy, S. Sowmya Kamath:
Research on Potential Semantic Web Service Discovery Mechanisms. CoRR abs/1304.1676 (2013) - [i2]Sunil Joy Dommati, Ruchi Agrawal, Ram Mohana Reddy Guddeti, S. Sowmya Kamath:
Bug Classification: Feature Extraction and Comparison of Event Model using Naïve Bayes Approach. CoRR abs/1304.1677 (2013) - [i1]Karthik R, Raghavendra Karthik, Pramod S., Sowmya Kamath:
W3-Scrape - A Windows based Reconnaissance Tool for Web Application Fingerprinting. CoRR abs/1306.6839 (2013)
Coauthor Index
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