Shivarudhrappa Raghu

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 11

Top Topics

Epileptic Seizures

Support Vector Machine Classifier

Automated Detection

Top Venues

Expert Syst. Appl.

Comput. Biol. Medicine

Neural Comput. Appl.

J. Medical Syst.

Publications

Shivarudhrappa Raghu, Natarajan Sriraam, Shyam Vasudeva Rao, Alangar Sathyaranjan Hegde, Pieter Leonard Kubben
Automated detection of epileptic seizures using successive decomposition index and support vector machine classifier in long-term EEG. Neural Comput. Appl. 32 (13) (2020)
Shivarudhrappa Raghu, Natarajan Sriraam, Erik D. Gommer, Danny M. W. Hilkman, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben
Adaptive median feature baseline correction for improving recognition of epileptic seizures in ICU EEG. Neurocomputing 407 (2020)
Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben
EEG based multi-class seizure type classification using convolutional neural network and transfer learning. Neural Networks 124 (2020)
Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Alangar Satyaranjandas Hegde, Pieter Leonard Kubben
Performance evaluation of DWT based sigmoid entropy in time and frequency domains for automated detection of epileptic seizures using SVM classifier. Comput. Biol. Medicine 110 (2019)
Shivarudhrappa Raghu, Natarajan Sriraam, Alangar Sathyaranjan Hegde, Pieter Leonard Kubben
A novel approach for classification of epileptic seizures using matrix determinant. Expert Syst. Appl. 127 (2019)
Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben
A convolutional neural network based framework for classification of seizure types. EMBC (2019)
Natarajan Sriraam, Shivarudhrappa Raghu, Kadeeja Tamanna, Leena Narayan, Mehraj Khanum, Alangar Satyaranjandas Hegde, Anjani Bhushan Kumar
Automated epileptic seizures detection using multi-features and multilayer perceptron neural network. Brain Informatics 5 (2) (2018)
Shivarudhrappa Raghu, Natarajan Sriraam
Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms. Expert Syst. Appl. 113 (2018)
Shivarudhrappa Raghu, Natarajan Sriraam, Govindaiah Pradeep Kumar, Alangar Satyaranjandas Hegde
A Novel Approach for Real-Time Recognition of Epileptic Seizures Using Minimum Variance Modified Fuzzy Entropy. IEEE Trans. Biomed. Eng. 65 (11) (2018)
Natarajan Sriraam, Shivarudhrappa Raghu
Classification of Focal and Non Focal Epileptic Seizures Using Multi-Features and SVM Classifier. J. Medical Syst. 41 (10) (2017)
Shivarudhrappa Raghu, Natarajan Sriraam
Optimal configuration of multilayer perceptron neural network classifier for recognition of intracranial epileptic seizures. Expert Syst. Appl. 89 (2017)