Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDS. Sowmya Kamath
Kamath S. Sowmya – Sowmya Kamath S. – Sowmya Kamath – Sowmya Kamath Shevgoor
Person information
- affiliation: National Institute of Technology Karnataka, Surathkal, Mangalore, India
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
Journal Articles
- 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
- 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
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 02:48 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
