Rahul Kumar Sevakula

Orcid: 0000-0002-6234-367X

According to our database1, Rahul Kumar Sevakula authored at least 18 papers between 2012 and 2023.

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Bibliography

2023
Improving Classifier Generalization - Real-Time Machine Learning based Applications
Studies in Computational Intelligence 989, Springer, ISBN: 978-981-19-5072-8, 2023

2021
On fine-tuning of Autoencoders for Fuzzy rule classifiers.
CoRR, 2021

2019
Transfer Learning for Molecular Cancer Classification Using Deep Neural Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

2017
Pattern Analysis Framework With Graphical Indices for Condition-Based Monitoring.
IEEE Trans. Reliab., 2017

Assessing Generalization Ability of Majority Vote Point Classifiers.
IEEE Trans. Neural Networks Learn. Syst., 2017

Compounding General Purpose Membership Functions for Fuzzy Support Vector Machine Under Noisy Environment.
IEEE Trans. Fuzzy Syst., 2017

2016
Proceedings of the 15th Annual UT-KBRIN Bioinformatics Summit 2016: Cadiz, KY, USA. 8-10 April 2016.
BMC Bioinform., August, 2016

Intelligent Condition Based Monitoring Using Acoustic Signals for Air Compressors.
IEEE Trans. Reliab., 2016

Generating feature sets for fault diagnosis using denoising stacked auto-encoder.
Proceedings of the IEEE International Conference on Prognostics and Health Management, 2016

Comparative analysis of Gaussian mixture model, logistic regression and random forest for big data classification using map reduce.
Proceedings of the 11th International Conference on Industrial and Information Systems, 2016

Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
Proceedings in Adaptation, Learning and Optimization.
Proceedings of the Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium, 2015

Fuzzy Rule Reduction using Sparse Auto-Encoders.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Unsupervised approach for object matching using Speeded Up Robust Features.
Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015

2014
Clustering based outlier detection in fuzzy SVM.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Android app for intelligent CBM.
Proceedings of the 22nd IEEE International Symposium on Industrial Electronics, 2013

Fuzzy Support Vector Machine using Hausdorff distance.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Support Vector Machine for Large Databases as Classifier.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012


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