Publications

Stacking Deep learning and Machine Learning models for Short-term Energy Consumption Forecasting, Advanced Engineering Informatics, Elsevier, ISSN: 0167-947, IF: 5.603, [SCIE, Scopus], (2022)

Nature-inspired Query Optimization Models for Medical Information Retrieval with Relevance Feedback, International Journal of Advanced Intelligence Paradigms, Inderscience Publishers, ISSN: 1755-0394, IF: 0.8, [Scopus], (2022)

Multi-Scale Convolutional Neural Network for Accurate Corneal Segmentation in Early Detection of Fungal Keratitis, Journal of Fungi, ISSN: 1573-7497, IF: 5.816, [SCI], (2021)

Multi-channel, Convolutional Attention based Neural Model for Automated Diagnostic Coding of Unstructured Patient Discharge Summaries, Future Generation Computer Systems, Elsevier, IF: 7.187, [SCI], (2021)

Multi-task Deep Neural Network Models for Learning COVID-19 Disease Representations from Multimodal Data, Int. J. of Medical Engineering and Informatics, IF: 7.187, [SCI], (2021)

Automated Microaneurysms Detection for Early Diagnosis of Diabetic Retinopathy: A Comprehensive Review, Computer Methods and Programs in Biomedicine Update, Elsevier, ISSN: 0169-2607, [SCI], (2021)

FarSight: Long-Term Disease Prediction Using Unstructured Clinical Nursing Notes, IEEE Transactions on Emerging Topics in Computing, ISSN: 2168-6750, IF: 7.691, [SCI], (2020)

Predicting ICD-9 Code Groups with Fuzzy Similarity based Supervised Multi-Label Classification of Unstructured Clinical Nursing Notes, Knowledge Based Systems, Elsevier, ISSN: 1532-0464, IF: 8.038, [SCI], (2020)

A Deep Neural Network Model for Content-Based Medical Image Retrieval with Multi-View Classification, The Visual Computer - International Journal of Computer Graphics - Springer, ISSN: 1432-2315, IF: 2.601, [SCIE], (2020)

Swarm Optimization Based Bag of Visual Words Model for Content-Based X-Ray Scan Retrieval, International Journal of Biomedical Engineering and Technology (IJBET), Inderscience, ISSN: 1752-6426, IF: 0.57, [ESCI, Scopus], (2020)

A Novel GA-ELM Model for Patient-specific Mortality Prediction over Large-scale Lab Event Data, Applied Soft Computing, Elsevier, ISSN: 1568-4946, IF: 6.725, [SCI], (2019)

Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes, Computación y Sistemas (CyS), ISSN: 2007-9737, IF: 0.620, [ESCI, Scopus], (2019)

Dynamic Video Anomaly Detection and Localization using Sparse Autoencoders, Multimedia Tools and Applications, Springer, ISSN: 1380-7501, IF: 2.757, [SCI], (2018)

Semantics-based Web Service Classification using Morphological Analysis and Ensemble Learning Techniques, International Journal of Data Science and Analytics, ISSN: 2364-4168, [Scopus], (2016)

Enhancing Service Discovery using Cat Swarm Optimization based Web Service Clustering, Perspectives in Science, Elsevier, ISSN: 2213-0209, [Scopus, WoS], (2016)

TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes, Natural Language Processing and Information Systems. NLDB 2019. Lecture Notes in Computer Science, Springer, Cham, (2019)

A Supervised Approach for Patient-specific ICU Mortality Prediction using Feature Modeling, Frontier Computing. FC 2018. Lecture Notes in Electrical Engineering, vol 542. Springer, Singapore, (2019)

A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports, Natural Language Processing and Information Systems. NLDB 2018. Lecture Notes in Computer Science, vol 10859. Springer, Cham, (2019)

Predicting Medical Procedures from Diagnostic Sequences using Neural Machine Translation, Smart Computational Intelligence in Biomedical and Health Informatics. CRC Press, Taylor & Francis Group, [ISBN 9780367624125], (2019)

Automated View Orientation Classification for X-ray images using Deep Neural Networks, Smart Computational Intelligence in Biomedical and Health Informatics. CRC Press, Taylor & Francis Group, [ISBN 9780367624125], (2019)

An Intelligent Algorithm for Automatic Candidate Selection for Web Service Composition, Progress in Intelligent Computing Techniques: Theory, Practice, and Applications, pp. 373-382. Springer, Singapore, (2019)

Enhancing Web Service Discovery Using Meta-heuristic CSO and PCA Based Clustering, Progress in Intelligent Computing Techniques: Theory, Practice, and Applications, pp. 393-403. Springer, Singapore, (2019)

A Quality-Centric Scheme for Web Service Ranking Using Fuzzified QoS Parameters, Progress in Intelligent Computing Techniques: Theory, Practice, and Applications. Springer, Singapore, pp. 383-392., (2019)

iKan—A Kannada Transliteration Tool for Assisted Linguistic Learning, Emerging Research in Computing, Information, Communication and Applications. ERCICA 2016. Springer, Singapore, (2019)

Smart Home Environment: Artificial Intelligence Enabled IoT Framework for Smart Living and Smart Health, AI-Based Services for Smart Cities and Urban Infrastructure. IGI Global, (2019)