Antanas Verikas

Orcid: 0000-0003-2185-8973

According to our database1, Antanas Verikas authored at least 107 papers between 1985 and 2022.

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

Timeline

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Bibliography

2022
Towards emotion recognition for virtual environments: an evaluation of EEG features on benchmark dataset.
CoRR, 2022

2021
Automated Quantification of Brittle Stars in Seabed Imagery Using Computer Vision Techniques.
Sensors, 2021

2020
Assessing Parkinson's disease severity using speech analysis in non-native speakers.
Comput. Speech Lang., 2020

2018
Automatic benthic imagery recognition using a hierarchical two-stage approach.
Signal Image Video Process., 2018

Agreeing to disagree: active learning with noisy labels without crowdsourcing.
Int. J. Mach. Learn. Cybern., 2018

2017
Towards emotion recognition for virtual environments: an evaluation of eeg features on benchmark dataset.
Pers. Ubiquitous Comput., 2017

Exploring relations between EMG and biomechanical data recorded during a golf swing.
Expert Syst. Appl., 2017

Predicting physiological parameters in fatiguing bicycling exercises using muscle activation timing.
Biomed. Signal Process. Control., 2017

Parkinson's Disease Detection from Speech Using Convolutional Neural Networks.
Proceedings of the Smart Objects and Technologies for Social Good, 2017

2016
Electromyographic Patterns during Golf Swing: Activation Sequence Profiling and Prediction of Shot Effectiveness.
Sensors, 2016

Detecting and exploring deviating behaviour of smart home residents.
Expert Syst. Appl., 2016

Fusing Various Audio Feature Sets for Detection of Parkinson's Disease from Sustained Voice and Speech Recordings.
Proceedings of the Speech and Computer - 18th International Conference, 2016

Center for Applied Intelligent Systems Research (Position paper).
Proceedings of the 29th Annual Workshop of the Swedish Artificial Intelligence Society, 2016

2015
Predicting Blood Lactate Concentration and Oxygen Uptake from sEMG Data during Fatiguing Cycling Exercise.
Sensors, 2015

A novel technique to extract accurate cell contours applied for segmentation of phytoplankton images.
Mach. Vis. Appl., 2015

Fusing voice and query data for non-invasive detection of laryngeal disorders.
Expert Syst. Appl., 2015

Automatic detection and morphological delineation of bacteriophages in electron microscopy images.
Comput. Biol. Medicine, 2015

Time Domain Features of Multi-channel EMG Applied to Prediction of Physiological Parameters in Fatiguing Bicycling Exercises.
Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015

2014
Fusion of voice signal information for detection of mild laryngeal pathology.
Appl. Soft Comput., 2014

Exploring sustained phonation recorded with acoustic and contact microphones to screen for laryngeal disorders.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

2013
Assessing print quality by machine in offset colour printing.
Knowl. Based Syst., 2013

A novel approach to designing an adaptive committee applied to predicting company's future performance.
Expert Syst. Appl., 2013

A novel approach to exploring company's financial soundness: Investor's perspective.
Expert Syst. Appl., 2013

Learning Accurate Active Contours.
Proceedings of the Engineering Applications of Neural Networks, 2013

2012
Exploring similarity-based classification of larynx disorders from human voice.
Speech Commun., 2012

Phase congruency-based detection of circular objects applied to analysis of phytoplankton images.
Pattern Recognit., 2012

Automated image analysis- and soft computing-based detection of the invasive dinoflagellate Prorocentrum minimum (Pavillard) Schiller.
Expert Syst. Appl., 2012

Questionnaire- versus voice-based screening for laryngeal disorders.
Expert Syst. Appl., 2012

A novel approach to estimate proximity in a random forest: An exploratory study.
Expert Syst. Appl., 2012

Random forests based monitoring of human larynx using questionnaire data.
Expert Syst. Appl., 2012

2011
Mining data with random forests: A survey and results of new tests.
Pattern Recognit., 2011

A general framework for designing a fuzzy rule-based classifier.
Knowl. Inf. Syst., 2011

A Serial-Parallel Panoramic Filter Bank as a Model of Frequency Decomposition of Complex Sounds in the Human Inner Ear.
Informatica, 2011

Advances in computational intelligence-based print quality assessment and control in offset colour printing.
Expert Syst. Appl., 2011

Screening web breaks in a pressroom by soft computing.
Appl. Soft Comput., 2011

The mass appraisal of the real estate by computational intelligence.
Appl. Soft Comput., 2011

Monitoring human larynx by random forests using questionnaire data.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

An adaptive functional model of the filtering system in the cochlea of the inner ear.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

2010
Hybrid and ensemble-based soft computing techniques in bankruptcy prediction: a survey.
Soft Comput., 2010

Selecting features from multiple feature sets for SVM committee-based screening of human larynx.
Expert Syst. Appl., 2010

Combining image, voice, and the patient's questionnaire data to categorize laryngeal disorders.
Artif. Intell. Medicine, 2010

Detecting halftone dots for offset print quality assessment using soft computing.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
A feature selection technique for generation of classification committees and its application to categorization of laryngeal images.
Pattern Recognit., 2009

Multi-resolution screening of paper formation variations on production line.
Expert Syst. Appl., 2009

Using the patient's questionnaire data to screen laryngeal disorders.
Comput. Biol. Medicine, 2009

An adaptive model simulating the somatic motility and the active hair bundle motion of the OHC.
Comput. Biol. Medicine, 2009

Towards video laryngostroboscopy-based automated screening for laryngeal disorders.
Proceedings of the Sixth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2009

Screening Paper Runnability in a Web-Offset Pressroom by Data Mining.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

A Framework for Designing a Fuzzy Rule-Based Classifier.
Proceedings of the Algorithmic Decision Theory, First International Conference, 2009

2008
An Efficient Technique to Detect Visual Defects in Particleboards.
Informatica, 2008

Predictor output sensitivity and feature similarity-based feature selection.
Fuzzy Sets Syst., 2008

Estimating ink density from colour camera RGB values by the local kernel ridge regression.
Eng. Appl. Artif. Intell., 2008

Automated speech analysis applied to laryngeal disease categorization.
Comput. Methods Programs Biomed., 2008

Ink flow control by multiple models in an offset lithographic printing process.
Comput. Ind. Eng., 2008

2007
Increasing the discrimination power of the co-occurrence matrix-based features.
Pattern Recognit., 2007

Estimating the amount of cyan, magenta, yellow, and black inks in arbitrary colour pictures.
Neural Comput. Appl., 2007

A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process.
Eng. Appl. Artif. Intell., 2007

Multiple feature sets based categorization of laryngeal images.
Comput. Methods Programs Biomed., 2007

A kernel-based approach to categorizing laryngeal images.
Comput. Medical Imaging Graph., 2007

Evolving Committees of Support Vector Machines.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Multiple feature sets and genetic search based discrimination of pathological voices.
Proceedings of the Fifth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2007

Combining Traditional and Neural-Based Techniques for Ink Feed Control in a Newspaper Printing Press.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

Screening Paper Formation Variations on Production Line.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Categorizing Laryngeal Images for Decision Support.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
Integrating Global and Local Analysis of Color, Texture and Geometrical Information for Categorizing Laryngeal Images.
Int. J. Pattern Recognit. Artif. Intell., 2006

Towards a computer-aided diagnosis system for vocal cord diseases.
Artif. Intell. Medicine, 2006

A Kernel Based Multi-resolution Time Series Analysis for Screening Deficiencies in Paper Production.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Selecting Variables for Neural Network Committees.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Soft Computing for Assessing the Quality of Colour Prints.
Proceedings of the Advances in Applied Artificial Intelligence, 2006

2005
Unsupervised colour image segmentation applied to printing quality assessment.
Image Vis. Comput., 2005

Detecting and measuring rings in banknote images.
Eng. Appl. Artif. Intell., 2005

A hybrid approach to outlier detection in the offset lithographic printing process.
Eng. Appl. Artif. Intell., 2005

A multi-channel adaptive nonlinear filtering structure realizing some properties of the hearing system.
Comput. Biol. Medicine, 2005

Image analysis and fuzzy integration applied to print quality assessment.
Cybern. Syst., 2005

A SOM Based Model Combination Strategy.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Intelligent Vocal Cord Image Analysis for Categorizing Laryngeal Diseases.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

2004
Selecting salient features for classification based on neural network committees.
Pattern Recognit. Lett., 2004

Intelligent deflection yoke magnetic field tuning.
J. Intell. Manuf., 2004

The Evidence Theory Based Post-Processing of Colour Images.
Informatica, 2004

Intelligent monitoring of the offset printing process.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

Leverages Based Neural Networks Fusion.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003
Learning an Adaptive Dissimilarity Measure for Nearest Neighbour Classification.
Neural Comput. Appl., 2003

An intelligent system for tuning magnetic field of a cathode ray tube deflection yoke.
Knowl. Based Syst., 2003

Neural Modelling and Control of the Offset Printing Process.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2003

Selecting Salient Features for Classification Committees.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002
Feature selection with neural networks.
Pattern Recognit. Lett., 2002

Fusing Neural Networks Through Space Partitioning and Fuzzy Integration.
Neural Process. Lett., 2002

Selecting Neural Networks for a Committee Decision.
Int. J. Neural Syst., 2002

Selecting Neural Networks for Making a Committee Decision.
Proceedings of the Artificial Neural Networks, 2002

2001
Using Unlabelled Data to Train a Multilayer Perceptron.
Neural Process. Lett., 2001

Combining neural networks, fuzzy sets, and the evidence theory based techniques for detecting colour specks.
J. Intell. Fuzzy Syst., 2001

Using Unlabelled Data to Train a Multilayer Perceptron.
Proceedings of the Advances in Pattern Recognition, 2001

2000
Monitoring the De-Inking Process through Neural Network-Based Colour Image Analysis.
Neural Comput. Appl., 2000

Neural Networks Based Colour Measuring for Process Monitoring and Control in Multicoloured Newspaper Printing.
Neural Comput. Appl., 2000

Training neural networks by stochastic optimisation.
Neurocomputing, 2000

Combining Neural Networks, Fuzzy Sets, and Evidence Theory Based Approaches for Analyzing Color Images.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Soft combination of neural classifiers: A comparative study.
Pattern Recognit. Lett., 1999

Quality Function for Unsupervised Classification and its Use in Graphic Arts.
J. Adv. Comput. Intell. Intell. Informatics, 1999

Possibilistic Neural Network Training for Detecting Color Specks.
Proceedings of the Signal and Image Processing (SIP), 1999

Using Labelled and Unlabelled Data to Train a Multilayer Perceptron for Colour Classification in Graphic Arts.
Proceedings of the Multiple Approaches to Intelligent Systems, 1999

1998
Colour Classification by Neural Networks in Graphic Arts.
Neural Comput. Appl., 1998

Soft Fusion of Neural Classifiers.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997
Colour image segmentation by modular neural network.
Pattern Recognit. Lett., 1997

A Random Search Technique for Training Neural Networks.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1995
Increasing colour image segmentation accuracy by means of fuzzy post-processing.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1992
Adaptive character recognition system.
Pattern Recognit. Lett., 1992

1985
Optical character recognition based on analog preprocessing and automatic feature extraction.
Comput. Vis. Graph. Image Process., 1985


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