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Sevakula, Rahul Kumar
23  results:
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1

Improving Classifier Generalization: Real-Time Machine Lear.. 

Studies in Computational Intelligence, 989
Sevakula, Rahul Kumar ; Verma, Nishchal K - 1st ed. 2023 . , 2023
Link: https://doi.org/10.1007/..
 
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2

Membership Functions for Fuzzy Support Vector Machine in a ..:

, In: Studies in Computational Intelligence; Improving Classifier Generalization,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 77-111 , 2022
Link: https://doi.org/10.1007/..
 
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3

Framework for Reliable Fault Detection with Sensor Data:

, In: Studies in Computational Intelligence; Improving Classifier Generalization,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 41-76 , 2022
Link: https://doi.org/10.1007/..
 
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4

Methods Used to Improve Generalization Performance:

, In: Studies in Computational Intelligence; Improving Classifier Generalization,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 11-21 , 2022
Link: https://doi.org/10.1007/..
 
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5

Stacked Denoising Sparse Autoencoder-Based Fuzzy Rule Class..:

, In: Studies in Computational Intelligence; Improving Classifier Generalization,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 113-147 , 2022
Link: https://doi.org/10.1007/..
 
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6

MVPC—A Classifier with Very Low VC Dimension:

, In: Studies in Computational Intelligence; Improving Classifier Generalization,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 23-39 , 2022
Link: https://doi.org/10.1007/..
 
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7

Introduction:

, In: Studies in Computational Intelligence; Improving Classifier Generalization,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 1-9 , 2022
Link: https://doi.org/10.1007/..
 
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8

Epilogue:

, In: Studies in Computational Intelligence; Improving Classifier Generalization,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 149-157 , 2022
Link: https://doi.org/10.1007/..
 
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9

Ambulatory monitoring promises equitable personalized healt..:

Kulkarni, Kanchan ; Sevakula, Rahul Kumar ; Kassab, Mohamad B...
European Heart Journal - Digital Health.  2 (2021)  3 - p. 494-510 , 2021
Link: https://doi.org/10.1093/..
 
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10

State of the Art in Artificial Intelligence and Machine Lea..:

, In: Cardiac Bioelectric Therapy,
Au-Yeung, Wan-Tai M. ; Sevakula, Rahul Kumar ; Singh, Jagmeet P.... - p. 335-352 , 2021
Link: https://doi.org/10.1007/..
 
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11

Balanced binary search tree multiclass decomposition method..:

Sevakula, Rahul Kumar ; Verma, Nishchal Kumar
SN Applied Sciences.  2 (2020)  6 - p. , 2020
Link: https://doi.org/10.1007/..
 
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12

State‐of‐the‐Art Machine Learning Techniques Aiming to Impr..:

Sevakula, Rahul Kumar ; Au‐Yeung, Wan‐Tai M. ; Singh, Jagmeet P....
Journal of the American Heart Association.  9 (2020)  4 - p. , 2020
Link: https://doi.org/10.1161/..
 
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13

Hausdorff Distance-Based Binary Search Tree Multiclass Deco..:

, In: Advances in Intelligent Systems and Computing; Computational Intelligence: Theories, Applications and Future Directions - Volume II,
Sevakula, Rahul Kumar ; Verma, Nishchal K. - p. 239-249 , 2018
Link: https://doi.org/10.1007/..
 
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14

Intelligent Condition Based Monitoring Using Acoustic Signa..:

Verma, Nishchal K. ; Sevakula, Rahul Kumar ; Dixit, Sonal.
IEEE Transactions on Reliability.  65 (2016)  1 - p. 291-309 , 2016
Link: https://doi.org/10.1109/..
 
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15

On fine-tuning of Autoencoders for Fuzzy rule classifiers:

Sevakula, Rahul Kumar ; Verma, Nishchal Kumar ; Ishibuchi, Hisao
http://arxiv.org/abs/2106.11182.  , 2021
Link: http://arxiv.org/abs/210..
 
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