Michalis E. Zervakis

Orcid: 0000-0002-0705-631X

According to our database1, Michalis E. Zervakis authored at least 163 papers between 1986 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A UAV Intelligent System for Greek Power Lines Monitoring.
Sensors, October, 2023

Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion.
Neuroinformatics, April, 2023

Novel Meta-Learning Techniques for the Multiclass Image Classification Problem.
Sensors, 2023

Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

A Two-Phase ResNet for Object Detection in Aerial Images.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

A Content Recommendation Platform for People with Intellectual Disability.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Design of a Multi-Feature Classification Scheme for Infant Epileptic Seizures.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Colour Prediction using Vision Transformer and Continous Wavelet Transform on EEG signals.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

2022
A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets.
Int. J. Neural Syst., 2022

A platform for health emergency warning and wandering behaviour detection supporting people with Intellectual Disability.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Aerial video inspection of Greek power lines structures using machine learning techniques.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Neuro-inspired Image Compression Architectures.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Intelligent robotic system for urban waste recycling.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Heatmap-based Explanation of YOLOv5 Object Detection with Layer-wise Relevance Propagation.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Real-Time Object Detection using an Ultra-High-Resolution Camera on Embedded Systems.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Tsakaneli Stavroula.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Reconstruction of the Very Early Thalamo-Cortical Network with Combined EEG and MEG on Realistic Head Modeling.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021


A Novel One-vs-Rest Classification Framework for Mutually Supported Decisions by Independent Parallel Classifiers.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Dual-Branch CNN for the Identification of Recyclable Materials.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Automatic aortic valve area detection in echocardiography images using convolutional neural networks and U-net architecture for bicuspid aortic valve recognition.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Machine Learning Model for Predicting CVD Risk on NHANES Data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

An FPGA-Based System for Video Processing to Detect Holes in Aquaculture Nets.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

Interictal Spike Classification in Pharmacoresistant Epilepsy using Combined EEG and MEG.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2020
AI in Medical Imaging Informatics: Current Challenges and Future Directions.
IEEE J. Biomed. Health Informatics, 2020

Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models.
NeuroImage, 2020

Automated fish cage net inspection using image processing techniques.
IET Image Process., 2020

Towards smart farming: Systems, frameworks and exploitation of multiple sources.
Comput. Networks, 2020

Quality of life support system for people with intellectual disability.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Extraction of Reflectance Maps for Smart Farming Applications Using Unmanned Aerial Vehicles.
Proceedings of the 12th International Symposium on Communication Systems, 2020

2019
Functional Connectivity Analysis of Cerebellum Using Spatially Constrained Spectral Clustering.
IEEE J. Biomed. Health Informatics, 2019

Aberrant Whole-Brain Transitions and Dynamics of Spontaneous Network Microstates in Mild Traumatic Brain Injury.
Frontiers Comput. Neurosci., 2019

Bootstrap clustering approaches for organization of data: Application in improving grade separability in cervical neoplasia.
Biomed. Signal Process. Control., 2019

A Multi-collective, IoT-enabled, Adaptive Smart Farming Architecture.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Effective Connectivity in the Primary Somatosensory Network using Combined EEG and MEG.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Towards a Novel Way to Predict Deficits After a Brain Lesion: A Stroke Example.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Drugs with SMILES Similar to Coxibs.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Seizure Detection using Common Spatial Patterns and Classification Techniques.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Combined EEG/MEG Source Reconstruction of Epileptic Activity using a Two-Phase Spike Clustering Approach.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Guest Editorial IEEE BHI 2017.
IEEE J. Biomed. Health Informatics, 2018

Introducing a Stable Bootstrap Validation Framework for Reliable Genomic Signature Extraction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Stereo System for Remote Monitoring of River Flows.
Multim. Tools Appl., 2018

Glioma growth modeling based on the effect of vital nutrients and metabolic products.
Medical Biol. Eng. Comput., 2018

Fusing Georeferenced and Stereoscopic Image Data for 3D Building Façade Reconstruction.
ISPRS Int. J. Geo Inf., 2018

A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals.
Comput. Biol. Medicine, 2018

Label-free discrimination of lung cancer cells through mueller matrix decomposition of diffuse reflectance imaging.
Biomed. Signal Process. Control., 2018

Power Transmission Lines Inspection using Properly Equipped Unmanned Aerial Vehicle (UAV).
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Application of ANN and ANFIS for detection of brain tumors in MRIs by using DWT and GLCM texture analysis.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Virtual Video Synthesis for Personalized Training.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Intelligent Navigation and Control of a Prototype Autonomous Underwater Vehicle for Automated Inspection of Aquaculture net pen cages.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Space Target Motion Salient Classification using Polarimetric Retina Vision Sensing Principles.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Integration of Bioinspired Vision Principles Towards the Design of Autonomous Guidance, Navigation, and Control Systems.
Proceedings of the 9th International Conference on Information, 2018

FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG data.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017
Assembly of Gene Expression Networks Based on a Breast Cancer Signature.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Discrimination of Preictal and Interictal Brain States from Long-Term EEG Data.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Land Classification Using Remotely Sensed Data: Going Multilabel.
IEEE Trans. Geosci. Remote. Sens., 2016

MinePath: Mining for Phenotype Differential Sub-paths in Molecular Pathways.
PLoS Comput. Biol., 2016

Classification of EEG Single Trial Microstates Using Local Global Graphs and Discrete Hidden Markov Models.
Int. J. Neural Syst., 2016

3D Building Reconstruction using Stereo Camera and Edge Detection.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Automated Waterline Extraction for Optimal Land Use - A Case Study in Crete.
Proceedings of the GISTAM 2016, 2016

Mining cross-frequency coupling microstates from resting state MEG: An application to mild traumatic brain injury.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Biclustering strategies for genetic marker selection in gynecologic tumor cell lines.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A Glycolysis-Based In Silico Model for the Solid Tumor Growth.
IEEE J. Biomed. Health Informatics, 2015

Bridging miRNAs and pathway analysis in clinical decision support: a case study in nephroblastoma.
Netw. Model. Anal. Health Informatics Bioinform., 2015

A network-based approach to enrich gene signatures for the prediction of breast cancer metastases.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Extracting reliable gene expression signatures through Stable Bootstrap Validation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Comparison of brain network models using cross-frequency coupling and attack strategies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Design and implementation of processes for the primary care in the healthcare system of Greece.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Temporal and Spatial Patterns of Gene Profiles during Chondrogenic Differentiation.
IEEE J. Biomed. Health Informatics, 2014

On the Identification of Circulating Tumor Cells in Breast Cancer.
IEEE J. Biomed. Health Informatics, 2014

Nonparametric Network Design and Analysis of Disease Genes in Oral Cancer Progression.
IEEE J. Biomed. Health Informatics, 2014

Statistical Estimation of Fluid Flow: An Image Restoration Approach.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Solar Radiation Time-Series Prediction Based on Empirical Mode Decomposition and Artificial Neural Networks.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Intelligent Management of Brain Markers for Early Prognosis of the Spatiotemporal Growth of Gliomas.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

A Minimal Spanning Tree Analysis of EEG Responses to Complex Visual Stimuli.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

miRNA Based Pathway Analysis Tool in Nephroblastoma as a Proof of Principle for other Cancer Domains.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

2013
On the Relevance of Glycolysis Process on Brain Gliomas.
IEEE J. Biomed. Health Informatics, 2013

Measurement Methodologies for Assessing the Glycolysis Effect in the Discrimination and Therapy of Brain Gliomas.
Int. J. Monit. Surveillance Technol. Res., 2013

Precise 3D Reconstruction of Cultural Objects Using Combined Multi-component Image Matching and Active Contours Segmentation.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Indentification of altered MET network in oral cancer progression based on nonparametric network design.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

An in-silico model for solid tumor growth based on the concept of glycolysis.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Experimental model construction and validation of the ErbB signaling pathway.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

A generic framework for the elicitation of stable and reliable gene expression signatures.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
In-Depth Analysis and Evaluation of Diffusive Glioma Models.
IEEE Trans. Inf. Technol. Biomed., 2012

High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases.
IEEE Trans. Inf. Technol. Biomed., 2012

Coupling Regulatory Networks and Microarays: Revealing Molecular Regulations of Breast Cancer Treatment Responses.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Solving the PIHNA model while accounting for radiotherapy.
Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012

Shape-influenced clustering of dynamic patterns of gene profiles.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Influence of algorithmic parameters on marker selection in genomic datasets.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Decomposition and evaluation of activity in multiple event-related trials.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Biological interaction networks based on sparse temporal expansion of graphical models.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
Multi-platform Data Integration in Microarray Analysis.
IEEE Trans. Inf. Technol. Biomed., 2011

Strengths and Weaknesses of 1.5T and 3T MRS Data in Brain Glioma Classification.
IEEE Trans. Inf. Technol. Biomed., 2011

Complementary Gene Signature Integration in Multiplatform Microarray Experiments.
IEEE Trans. Inf. Technol. Biomed., 2011

Brain lesion classification using 3T MRS spectra and paired SVM kernels.
Biomed. Signal Process. Control., 2011

Integration of gene signatures using biological knowledge.
Artif. Intell. Medicine, 2011

A disease annotation study of gene signatures in a breast cancer microarray dataset.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Efficient Molecular Imaging Techniques Using Optically Active Molecules.
IEEE Trans. Instrum. Meas., 2010

Combination of multiple classifiers for post-placement quality inspection of components: A comparative study.
Inf. Fusion, 2010

2009
Pattern Recognition Methods for Acute Myeloid Leukemia (AML) Induction-Treatment Analysis.
Proceedings of the Computational Intelligence and Bioengineering, 2009

Bioprofiling over Grid for Personalised eHealthcare for AD.
Proceedings of the Computational Intelligence and Bioengineering, 2009

Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm.
IEEE Trans. Inf. Technol. Biomed., 2009

Error bounds of decision templates and support vector machines in decision fusion.
Int. J. Knowl. Eng. Soft Data Paradigms, 2009

Outcome prediction based on microarray analysis: a critical perspective on methods.
BMC Bioinform., 2009

Decomposition Methods for Detailed Analysis of Content in ERP Recordings.
Proceedings of the Artificial Neural Networks, 2009

2008
Support Vector Machines and Neural Networks as Marker Selectors in Cancer Gene Analysis.
Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

The linear neuron as marker selector and clinical predictor in cancer gene analysis.
Comput. Methods Programs Biomed., 2008

Parametric and Nonparametric EEG Analysis for the Evaluation of EEG Activity in Young Children with Controlled Epilepsy.
Comput. Intell. Neurosci., 2008

Wrapper filtering criteria via linear neuron and kernel approaches.
Comput. Biol. Medicine, 2008

Support Vector Machines versus Decision Templates in Biomedical Decision Fusion.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Multiple description based image transmission with Low Density Parity Check codes.
Proceedings of the International Conference on Image Processing, 2008

Revealing Significant Biological Knowledge via Gene Ontologies and Pathways.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

Performance validation of microarray analysis methods.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Identification of significant metabolic markers from MRSI data for brain cancer classification.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Polynomial and RBF Kernels as Marker Selection Tools-A Breast Cancer Case Study.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

2006
Bioprofiling over grid for early detection of dementia.
Proceedings of the 1st International Conference on Scalable Information Systems, 2006

Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification.
Proceedings of the Artificial Neural Networks, 2006


Modeling the time-varying microstructure of simulated sleep EEG spindles using time-frequency analysis methods.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Time-significant Wavelet Coherence for the Evaluation of Schizophrenic Brain Activity using a Graph theory approach.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Laparoscopic Image Analysis for Robotic Arm Guidance.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Classifier Fusion Approaches for Diagnostic Cancer Models.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
An automated approach for analyzing D-periods in collagen fibril images.
IEEE Trans. Biomed. Eng., 2005

Robust optical flow estimation in MPEG sequences.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Design of a Hybrid Object Detection Scheme for Video Sequences.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
A Bayesian framework for multilead SMD post-placement quality inspection.
IEEE Trans. Syst. Man Cybern. Part B, 2004

A hybrid neural network/genetic algorithm approach to optimizing feature extraction for signal classification.
IEEE Trans. Syst. Man Cybern. Part B, 2004

High-order neural network structure selection for function approximation applications using genetic algorithms.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Adaptive Methods for Motion Characterization and Segmentation of MPEG Compressed Frame Sequences.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Reduced dimensionality space for post placement quality inspection of components based on neural networks.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003
Detection and segmentation of drusen deposits on human retina: Potential in the diagnosis of age-related macular degeneration.
Medical Image Anal., 2003

A survey on industrial vision systems, applications, tools.
Image Vis. Comput., 2003

A survey of video processing techniques for traffic applications.
Image Vis. Comput., 2003

2002
Classification of washing machines vibration signals using discrete wavelet analysis for feature extraction.
IEEE Trans. Instrum. Meas., 2002

A Bayesian image analysis framework for post placement quality inspection of components.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Artificial neural networks for discriminating pathologic from normal peripheral vascular tissue.
IEEE Trans. Biomed. Eng., 2001

Vector processing of wavelet coefficients for robust image denoising.
Image Vis. Comput., 2001

Nonlinear enhancement and segmentation algorithm for the detection of age-related macular degeneration (AMD) in human eye's retina.
Proceedings of the 2001 International Conference on Image Processing, 2001

A structural genetic algorithm to optimize High Order Neural Network architecture.
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000
Artificial neural networks for feature extraction and classification of vascular tissue fluorescence spectrums.
Proceedings of the IEEE International Conference on Acoustics, 2000

Controlling QoS at the application level for multimedia applications using artificial neural networks: Experimental results.
Proceedings of the 10th European Signal Processing Conference, 2000

A Genetically Optimized Artificial Neural Network Structure for Feature Extraction and Classification of Vascular Tissue Fluorescence Spectrums.
Proceedings of the Fifth International Workshop on Computer Architectures for Machine Perception (CAMP 2000), 2000

1997
A Wavelet-Domain Algorithm for Denoising in the Presence of Noise Outliers.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1995
A class of robust entropic functionals for image restoration.
IEEE Trans. Image Process., 1995

KWTA networks and their applications.
Multidimens. Syst. Signal Process., 1995

Design and analysis of a class of self-organizing and trainable fuzzy controllers.
J. Intell. Robotic Syst., 1995

1994
Operator Decomposition using the Wavelet Transform: Fundamental Properties and Image Restoration Applications.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
A generalized study of the weighted least-squares measure for the selection of the regularization parameter in inverse problems.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

On the application of robust functionals in regularized image restoration.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Iterative least squares estimators in nonlinear image restoration.
IEEE Trans. Signal Process., 1992

Design of a new restoration algorithm based on the constrained mean-square-error criterion.
Multidimens. Syst. Signal Process., 1992

Optimal restoration of multichannel images based on constrained mean-square estimation.
J. Vis. Commun. Image Represent., 1992

1991
Convergence properties of Gauss-Newton iterative algorithms in nonlinear image restoration.
Multidimens. Syst. Signal Process., 1991

A new regularized approach and its applications in image restoration.
Proceedings of the 1991 International Conference on Acoustics, 1991

1986
Design of 3-D IIR filters via transformations of 2-D circularly symmetric rotated filters.
Proceedings of the IEEE International Conference on Acoustics, 1986


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