Ram Bilas Pachori
Orcid: 0000-0002-6061-4309
According to our database1,
Ram Bilas Pachori
authored at least 168 papers
between 2005 and 2024.
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Bibliography
2024
Mitigating the curse of dimensionality using feature projection techniques on electroencephalography datasets: an empirical review.
Artif. Intell. Rev., March, 2024
Pathological brain classification using multiple kernel-based deep convolutional neural network.
Neural Comput. Appl., January, 2024
J. Ambient Intell. Humaniz. Comput., January, 2024
Classification of epileptic electroencephalogram signals using tunable-Q wavelet transform based filter-bank.
J. Ambient Intell. Humaniz. Comput., January, 2024
Complex Flexible Analytic Wavelet Transform for UAV State Identification Using RF Signal.
IEEE Trans. Aerosp. Electron. Syst., 2024
2023
AFibri-Net: A Lightweight Convolution Neural Network Based Atrial Fibrillation Detector.
IEEE Trans. Circuits Syst. I Regul. Pap., December, 2023
Automated Variational Nonlinear Chirp Mode Decomposition for Bearing Fault Diagnosis.
IEEE Trans. Ind. Informatics, November, 2023
Signal Process., October, 2023
Electroencephalogram-Based Motor Imagery Brain-Computer Interface Using Multivariate Iterative Filtering and Spatial Filtering.
IEEE Trans. Cogn. Dev. Syst., September, 2023
Ocular Artifacts Elimination From Multivariate EEG Signal Using Frequency-Spatial Filtering.
IEEE Trans. Cogn. Dev. Syst., September, 2023
Mammography and ultrasound based dual modality classification of breast cancer using a hybrid deep learning approach.
Biomed. Signal Process. Control., September, 2023
Appl. Soft Comput., September, 2023
Dyadic boundary points based empirical wavelet transform for the elimination of eye movement and eye blink-based ocular artifacts from EEG signals.
Biomed. Signal Process. Control., August, 2023
Classification of focal and non-focal EEG signals using optimal geometrical features derived from a second-order difference plot of FBSE-EWT rhythms.
Artif. Intell. Medicine, May, 2023
Automated Eye Movement Classification Based on EMG of EOM Signals Using FBSE-EWT Technique.
IEEE Trans. Hum. Mach. Syst., April, 2023
Li-SegPNet: Encoder-Decoder Mode Lightweight Segmentation Network for Colorectal Polyps Analysis.
IEEE Trans. Biomed. Eng., April, 2023
Digit. Signal Process., April, 2023
EEG based classification of children with learning disabilities using shallow and deep neural network.
Biomed. Signal Process. Control., April, 2023
A Generalized Classification Framework for Power Quality Disturbances Based on Synchrosqueezed Wavelet Transform and Convolutional Neural Networks.
IEEE Trans. Instrum. Meas., 2023
No-Reference Virtual Reality Image Quality Evaluator Using Global and Local Natural Scene Statistics.
IEEE Trans. Instrum. Meas., 2023
Multiscale Analysis Domain Interpretable Deep Neural Network for Detection of Breast Cancer Using Thermogram Images.
IEEE Trans. Instrum. Meas., 2023
CA-Net: A Novel Cascaded Attention-Based Network for Multistage Glaucoma Classification Using Fundus Images.
IEEE Trans. Instrum. Meas., 2023
Detection of Myocardial Infarction From 12-Lead ECG Trace Images Using Eigendomain Deep Representation Learning.
IEEE Trans. Instrum. Meas., 2023
Automatic diagnosis of COVID-19 with MCA-inspired TQWT-based classification of chest X-ray images.
Comput. Biol. Medicine, 2023
2022
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works.
WIREs Data Mining Knowl. Discov., 2022
FB Dictionary Based SSBL-EM and Its Application for Multi-Class SSVEP Classification Using Eight-Channel EEG Signals.
IEEE Trans. Instrum. Meas., 2022
Automated Heart Sound Activity Detection From PCG Signal Using Time-Frequency-Domain Deep Neural Network.
IEEE Trans. Instrum. Meas., 2022
Biometric Identification From ECG Signals Using Fourier Decomposition and Machine Learning.
IEEE Trans. Instrum. Meas., 2022
Automatic Diagnosis of Different Grades of Diabetic Retinopathy and Diabetic Macular Edema Using 2-D-FBSE-FAWT.
IEEE Trans. Instrum. Meas., 2022
Logistic Regression With Tangent Space-Based Cross-Subject Learning for Enhancing Motor Imagery Classification.
IEEE Trans. Cogn. Dev. Syst., 2022
EEG-based cross-subject emotion recognition using Fourier-Bessel series expansion based empirical wavelet transform and NCA feature selection method.
Inf. Sci., 2022
Entropy, 2022
Screening chronic myeloid leukemia neutrophils using a novel 3-Dimensional Spectral Gradient Mapping algorithm on hyperspectral images.
Comput. Methods Programs Biomed., 2022
A novel framework for retinal vessel segmentation using optimal improved frangi filter and adaptive weighted spatial FCM.
Comput. Biol. Medicine, 2022
Automated classification of valvular heart diseases using FBSE-EWT and PSR based geometrical features.
Biomed. Signal Process. Control., 2022
EEG signal based seizure detection focused on Hjorth parameters from tunable-Q wavelet sub-bands.
Biomed. Signal Process. Control., 2022
COVID-19 disease identification from chest CT images using empirical wavelet transformation and transfer learning.
Biomed. Signal Process. Control., 2022
Automated diagnosis of muscle diseases from EMG signals using empirical mode decomposition based method.
Biomed. Signal Process. Control., 2022
A deep learning based approach for automatic detection of COVID-19 cases using chest X-ray images.
Biomed. Signal Process. Control., 2022
Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEG.
Biomed. Signal Process. Control., 2022
Epileptic-seizure classification using phase-space representation of FBSE-EWT based EEG sub-band signals and ensemble learners.
Biomed. Signal Process. Control., 2022
Theoretical Analysis of an Inverse Radon Transform Based Multicomponent Micro-Doppler Parameter Estimation Algorithm.
Proceedings of the 27th National Conference on Communications, 2022
2021
A Sliding Window Common Spatial Pattern for Enhancing Motor Imagery Classification in EEG-BCI.
IEEE Trans. Instrum. Meas., 2021
Multim. Tools Appl., 2021
Automated classification of lung sound signals based on empirical mode decomposition.
Expert Syst. Appl., 2021
A novel method for the classification of Alzheimer's disease from normal controls using magnetic resonance imaging.
Expert Syst. J. Knowl. Eng., 2021
Sliding Mode Singular Spectrum Analysis for the Elimination of Cross-Terms in Wigner-Ville Distribution.
Circuits Syst. Signal Process., 2021
CoRR, 2021
Comput. Biol. Medicine, 2021
Automated FBSE-EWT based learning framework for detection of epileptic seizures using time-segmented EEG signals.
Comput. Biol. Medicine, 2021
Classification of chronic myeloid leukemia neutrophils by hyperspectral imaging using Euclidean and Mahalanobis distances.
Biomed. Signal Process. Control., 2021
Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study.
Biomed. Signal Process. Control., 2021
Derived vectorcardiogram based automated detection of posterior myocardial infarction using FBSE-EWT technique.
Biomed. Signal Process. Control., 2021
FBDM based time-frequency representation for sleep stages classification using EEG signals.
Biomed. Signal Process. Control., 2021
An automatic subject specific channel selection method for enhancing motor imagery classification in EEG-BCI using correlation.
Biomed. Signal Process. Control., 2021
Biomed. Signal Process. Control., 2021
Schizophrenia detection technique using multivariate iterative filtering and multichannel EEG signals.
Biomed. Signal Process. Control., 2021
Automatic diagnosis of glaucoma using two-dimensional Fourier-Bessel series expansion based empirical wavelet transform.
Biomed. Signal Process. Control., 2021
2020
An empirical wavelet transform-based approach for cross-terms-free Wigner-Ville distribution.
Signal Image Video Process., 2020
A novel approach for classification of mental tasks using multiview ensemble learning (MEL).
Neurocomputing, 2020
Detection of sleep apnea from heart beat interval and ECG derived respiration signals using sliding mode singular spectrum analysis.
Digit. Signal Process., 2020
Circuits Syst. Signal Process., 2020
Circuits Syst. Signal Process., 2020
An efficient removal of power-line interference and baseline wander from ECG signals by employing Fourier decomposition technique.
Biomed. Signal Process. Control., 2020
Biomed. Signal Process. Control., 2020
Biomed. Signal Process. Control., 2020
Biomed. Signal Process. Control., 2020
Automated emotion recognition based on higher order statistics and deep learning algorithm.
Biomed. Signal Process. Control., 2020
A deep stacked random vector functional link network autoencoder for diagnosis of brain abnormalities and breast cancer.
Biomed. Signal Process. Control., 2020
Classification of focal EEG signals using FBSE based flexible time-frequency coverage wavelet transform.
Biomed. Signal Process. Control., 2020
Biomed. Signal Process. Control., 2020
Proceedings of the International Conference on Signal Processing and Communications, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
A Multi-Channel Approach for Cortical Stimulation Artefact Suppression in Depth EEG Signals Using Time-Frequency and Spatial Filtering.
IEEE Trans. Biomed. Eng., 2019
Tangent Space Features-Based Transfer Learning Classification Model for Two-Class Motor Imagery Brain-Computer Interface.
Int. J. Neural Syst., 2019
Automated glaucoma detection using quasi-bivariate variational mode decomposition from fundus images.
IET Image Process., 2019
Automated classification of hand movements using tunable-Q wavelet transform based filter-bank with surface electromyogram signals.
Future Gener. Comput. Syst., 2019
Automated glaucoma diagnosis using bit-plane slicing and local binary pattern techniques.
Comput. Biol. Medicine, 2019
Biomed. Signal Process. Control., 2019
2018
A novel approach for automated detection of focal EEG signals using empirical wavelet transform.
Neural Comput. Appl., 2018
Dual-Tree Complex Wavelet Transform-Based Features for Automated Alcoholism Identification.
Int. J. Fuzzy Syst., 2018
A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry.
Expert Syst. Appl., 2018
Fourier-Bessel series expansion based empirical wavelet transform for analysis of non-stationary signals.
Digit. Signal Process., 2018
Correction to: Improved Eigenvalue Decomposition-Based Approach for Reducing Cross-Terms in Wigner-Ville Distribution.
Circuits Syst. Signal Process., 2018
Improved Eigenvalue Decomposition-Based Approach for Reducing Cross-Terms in Wigner-Ville Distribution.
Circuits Syst. Signal Process., 2018
Eigenvalue Decomposition of Hankel Matrix-Based Time-Frequency Representation for Complex Signals.
Circuits Syst. Signal Process., 2018
Circuits Syst. Signal Process., 2018
Baseline wander and power line interference removal from ECG signals using eigenvalue decomposition.
Biomed. Signal Process. Control., 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Entropy based features in FAWT framework for automated detection of epileptic seizure EEG signals.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Instantaneous fundamental frequency estimation of speech signals using tunable-$Q$ wavelet transform.
Proceedings of the 2018 International Conference on Signal Processing and Communications (SPCOM), 2018
Fourier-Bessel series expansion based technique for automated classification of focal and non-focal EEG signals.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Automated Diagnosis of Epilepsy Using Key-Point-Based Local Binary Pattern of EEG Signals.
IEEE J. Biomed. Health Informatics, 2017
Automated Diagnosis of Glaucoma Using Empirical Wavelet Transform and Correntropy Features Extracted From Fundus Images.
IEEE J. Biomed. Health Informatics, 2017
A Multivariate Approach for Patient-Specific EEG Seizure Detection Using Empirical Wavelet Transform.
IEEE Trans. Biomed. Eng., 2017
Signal Process. Image Commun., 2017
A parametrization technique to design joint time-frequency optimized discrete-time biorthogonal wavelet bases.
Signal Process., 2017
Signal Process., 2017
A new approach to characterize epileptic seizures using analytic time-frequency flexible wavelet transform and fractal dimension.
Pattern Recognit. Lett., 2017
Automated detection of focal EEG signals using features extracted from flexible analytic wavelet transform.
Pattern Recognit. Lett., 2017
Automatic sleep stages classification based on iterative filtering of electroencephalogram signals.
Neural Comput. Appl., 2017
An automatic detection of focal EEG signals using new class of time-frequency localized orthogonal wavelet filter banks.
Knowl. Based Syst., 2017
J. Comput. Sci., 2017
Automated Diagnosis of Myocardial Infarction ECG Signals Using Sample Entropy in Flexible Analytic Wavelet Transform Framework.
Entropy, 2017
Use of Accumulated Entropies for Automated Detection of Congestive Heart Failure in Flexible Analytic Wavelet Transform Framework Based on Short-Term HRV Signals.
Entropy, 2017
Tunable-Q Wavelet Transform Based Multivariate Sub-Band Fuzzy Entropy with Application to Focal EEG Signal Analysis.
Entropy, 2017
Time-frequency localized three-band biorthogonal wavelet filter bank using semidefinite relaxation and nonlinear least squares with epileptic seizure EEG signal classification.
Digit. Signal Process., 2017
A novel approach for time-frequency localization of scaling functions and design of three-band biorthogonal linear phase wavelet filter banks.
Digit. Signal Process., 2017
Determination of instantaneous fundamental frequency of speech signals using variational mode decomposition.
Comput. Electr. Eng., 2017
Iterative variational mode decomposition based automated detection of glaucoma using fundus images.
Comput. Biol. Medicine, 2017
Characterization of coronary artery disease using flexible analytic wavelet transform applied on ECG signals.
Biomed. Signal Process. Control., 2017
An integrated alcoholic index using tunable-Q wavelet transform based features extracted from EEG signals for diagnosis of alcoholism.
Appl. Soft Comput., 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Automated identification of epileptic seizure EEG signals using empirical wavelet transform based Hilbert marginal spectrum.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
2016
Cross-terms reduction in the Wigner-Ville distribution using tunable-Q wavelet transform.
Signal Process., 2016
An efficient automated technique for CAD diagnosis using flexible analytic wavelet transform and entropy features extracted from HRV signals.
Expert Syst. Appl., 2016
Design of Time-Frequency Localized Filter Banks: Transforming Non-convex Problem into Convex Via Semidefinite Relaxation Technique.
Circuits Syst. Signal Process., 2016
Design of Time-Frequency Optimal Three-Band Wavelet Filter Banks with Unit Sobolev Regularity Using Frequency Domain Sampling.
Circuits Syst. Signal Process., 2016
2015
Classification of Normal and Epileptic Seizure EEG Signals Based on Empirical Mode Decomposition.
Proceedings of the Complex System Modelling and Control Through Intelligent Soft Computations, 2015
Classification of Heart Disorders Based on Tunable-Q Wavelet Transform of Cardiac Sound Signals.
Proceedings of the Chaos Modeling and Control Systems Design, 2015
Detection of Human Emotions Using Features Based on the Multiwavelet Transform of EEG Signals.
Proceedings of the Brain-Computer Interfaces - Current Trends and Applications, 2015
Automated diagnosis of coronary artery disease using tunable-Q wavelet transform applied on heart rate signals.
Knowl. Based Syst., 2015
Instantaneous voiced/non-voiced detection in speech signals based on variational mode decomposition.
J. Frankl. Inst., 2015
An iterative approach for decomposition of multi-component non-stationary signals based on eigenvalue decomposition of the Hankel matrix.
J. Frankl. Inst., 2015
Int. J. Speech Technol., 2015
Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions.
Expert Syst. Appl., 2015
Automatic diagnosis of septal defects based on tunable-Q wavelet transform of cardiac sound signals.
Expert Syst. Appl., 2015
Application of empirical mode decomposition for analysis of normal and diabetic RR-interval signals.
Expert Syst. Appl., 2015
An Integrated Index for the Identification of Focal Electroencephalogram Signals Using Discrete Wavelet Transform and Entropy Measures.
Entropy, 2015
Application of Entropy Measures on Intrinsic Mode Functions for the Automated Identification of Focal Electroencephalogram Signals.
Entropy, 2015
Biomed. Signal Process. Control., 2015
An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015
2014
Event-Based Method for Instantaneous Fundamental Frequency Estimation from Voiced Speech Based on Eigenvalue Decomposition of the Hankel Matrix.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Classification of cardiac sound signals using constrained tunable-Q wavelet transform.
Expert Syst. Appl., 2014
Epileptic seizure classification in EEG signals using second-order difference plot of intrinsic mode functions.
Comput. Methods Programs Biomed., 2014
Classification of ictal and seizure-free EEG signals using fractional linear prediction.
Biomed. Signal Process. Control., 2014
Empirical Mode Decomposition Based Classification of Focal and Non-focal Seizure EEG Signals.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014
Detection of septal defects from cardiac sound signals using tunable-Q wavelet transform.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Classification of seizure and seizure-free EEG signals using multi-level local patterns.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
2013
Marginal energy density over the low frequency range as a feature for voiced/non-voiced detection in noisy speech signals.
J. Frankl. Inst., 2013
Automatic classification of sleep stages based on the time-frequency image of EEG signals.
Comput. Methods Programs Biomed., 2013
Segmentation of cardiac sound signals by removing murmurs using constrained tunable-Q wavelet transform.
Biomed. Signal Process. Control., 2013
GCI identification from voiced speech using the eigen value decomposition of Hankel matrix.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
2012
Classification of Seizure and Nonseizure EEG Signals Using Empirical Mode Decomposition.
IEEE Trans. Inf. Technol. Biomed., 2012
J. Intell. Syst., 2012
A Continuous Wavelet Transform Based Method for Detecting Heart Valve Disorders Using Phonocardiograph Signals.
Proceedings of the Convergence and Hybrid Information Technology, 2012
Separation of Rhythms of EEG Signals Based on Hilbert-Huang Transformation with Application to Seizure Detection.
Proceedings of the Convergence and Hybrid Information Technology, 2012
2011
Assessment of the Effects of Sensory Perturbations using Fourier-Bessel Expansion Method for Postural Stability Analysis.
J. Intell. Syst., 2011
Analysis of normal and epileptic seizure EEG signals using empirical mode decomposition.
Comput. Methods Programs Biomed., 2011
EEG Signal Classification Using Empirical Mode Decomposition and Support Vector Machine.
Proceedings of the International Conference on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011, 2011
Identification of Time-Varying Effects of Sensory Perturbations for Postural Stability Analysis.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011
A New Approach for Glottal Closure Instants Detection from Speech Signals.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011
Application of the Sample Entropy for Discrimination between Seizure and Seizure-Free EEG Signals.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011
2010
Digit. Signal Process., 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
2009
Proceedings of the 2009 International Conference on Hybrid Information Technology, 2009
Postural time-series analysis using Empirical Mode Decomposition and second-order difference plots.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Signal Process., 2008
Discrimination between Ictal and Seizure-Free EEG Signals Using Empirical Mode Decomposition.
J. Electr. Comput. Eng., 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Digit. Signal Process., 2007
2006
Analysis of multi-component non-stationary signals using Fourier-Bessel transform and Wigner distribution.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005