Adas Gelzinis

According to our database, Adas Gelzinis authored at least 51 papers between 1997 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Automatic benthic imagery recognition using a hierarchical two-stage approach.

Tadas Rimavicius, Adas Gelzinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bacauskiene, Aleksej Saskov

Signal Image Video Process., 2018

2017

A Comparison of the Deep Learning Methods for Solving Seafloor Image Classification Task.

Tadas Rimavicius, Adas Gelzinis

Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

Parkinson's Disease Detection from Speech Using Convolutional Neural Networks.

Evaldas Vaiciukynas, Adas Gelzinis, Antanas Verikas, Marija Bacauskiene

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.

Antanas Verikas, Evaldas Vaiciukynas, Adas Gelzinis, James Parker, Charlotte Olsson

Sensors, 2016

Fusing Various Audio Feature Sets for Detection of Parkinson's Disease from Sustained Voice and Speech Recordings.

Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Kestutis Vaskevicius, Virgilijus Uloza, Evaldas Padervinskis, Jolita Ciceliene

Proceedings of the Speech and Computer - 18th International Conference, 2016

2015

A novel technique to extract accurate cell contours applied for segmentation of phytoplankton images.

Adas Gelzinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bacauskiene

Mach. Vis. Appl., 2015

Fusing voice and query data for non-invasive detection of laryngeal disorders.

Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Jonas Minelga, Magnus Hållander, Evaldas Padervinskis, Virgilijus Uloza

Expert Syst. Appl., 2015

Automatic detection and morphological delineation of bacteriophages in electron microscopy images.

Adas Gelzinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bacauskiene, Sigitas Sulcius, E. Simoliunas, J. Staniulis, R. Paskauskas

Comput. Biol. Medicine, 2015

2014

Fusion of voice signal information for detection of mild laryngeal pathology.

Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Zvi Kons, Aharon Satt, Ron Hoory

Appl. Soft Comput., 2014

Exploring sustained phonation recorded with acoustic and contact microphones to screen for laryngeal disorders.

Adas Gelzinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bacauskiene, Jonas Minelga, Magnus Hållander, Virgilijus Uloza, Evaldas Padervinskis

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

2013

A novel approach to designing an adaptive committee applied to predicting company's future performance.

Zivile Kalsyte, Antanas Verikas, Marija Bacauskiene, Adas Gelzinis

Expert Syst. Appl., 2013

Learning Accurate Active Contours.

Adas Gelzinis, Antanas Verikas, Marija Bacauskiene, Evaldas Vaiciukynas

Proceedings of the Engineering Applications of Neural Networks, 2013

2012

Exploring similarity-based classification of larynx disorders from human voice.

Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Virgilijus Uloza

Speech Commun., 2012

Phase congruency-based detection of circular objects applied to analysis of phytoplankton images.

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Irina Olenina, Sergej Olenin, Evaldas Vaiciukynas

Pattern Recognit., 2012

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

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Irina Olenina, Sergej Olenin, Evaldas Vaiciukynas

Expert Syst. Appl., 2012

Questionnaire- versus voice-based screening for laryngeal disorders.

Antanas Verikas, Marija Bacauskiene, Adas Gelzinis, Evaldas Vaiciukynas, Virgilijus Uloza

Expert Syst. Appl., 2012

Random forests based monitoring of human larynx using questionnaire data.

Marija Bacauskiene, Antanas Verikas, Adas Gelzinis, Aurelija Vegiene

Expert Syst. Appl., 2012

2011

Mining data with random forests: A survey and results of new tests.

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene

Pattern Recognit., 2011

A general framework for designing a fuzzy rule-based classifier.

Antanas Verikas, Jonas Guzaitis, Adas Gelzinis, Marija Bacauskiene

Knowl. Inf. Syst., 2011

Advances in computational intelligence-based print quality assessment and control in offset colour printing.

Antanas Verikas, Jens Lundström, Marija Bacauskiene, Adas Gelzinis

Expert Syst. Appl., 2011

Screening web breaks in a pressroom by soft computing.

Antanas Verikas, Adas Gelzinis, Magnus Hållander, Marija Bacauskiene, A. Alzghoul

Appl. Soft Comput., 2011

Monitoring human larynx by random forests using questionnaire data.

Antanas Verikas, Marija Bacauskiene, Adas Gelzinis, Virgilijus Uloza

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010

Hybrid and ensemble-based soft computing techniques in bankruptcy prediction: a survey.

Antanas Verikas, Zivile Kalsyte, Marija Bacauskiene, Adas Gelzinis

Soft Comput., 2010

Selecting features from multiple feature sets for SVM committee-based screening of human larynx.

Antanas Verikas, Adas Gelzinis, Marina Kovalenko, Marija Bacauskiene

Expert Syst. Appl., 2010

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

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Magnus Hållander, Virgilijus Uloza, Marius Kaseta

Artif. Intell. Medicine, 2010

2009

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

Marija Bacauskiene, Antanas Verikas, Adas Gelzinis, D. Valincius

Pattern Recognit., 2009

Using the patient's questionnaire data to screen laryngeal disorders.

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Virgilijus Uloza, Marius Kaseta

Comput. Biol. Medicine, 2009

Towards video laryngostroboscopy-based automated screening for laryngeal disorders.

Adas Gelzinis, Antanas Verikas, Marija Bacauskiene, Evaldas Vaiciukynas, Edgaras Kelertas, Virgilijus Uloza, Aurelija Vegiene

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.

A. Alzghoul, Antanas Verikas, Magnus Hållander, Marija Bacauskiene, Adas Gelzinis

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

A Framework for Designing a Fuzzy Rule-Based Classifier.

Jonas Guzaitis, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene

Proceedings of the Algorithmic Decision Theory, First International Conference, 2009

2008

Predictor output sensitivity and feature similarity-based feature selection.

Antanas Verikas, Marija Bacauskiene, D. Valincius, Adas Gelzinis

Fuzzy Sets Syst., 2008

Automated speech analysis applied to laryngeal disease categorization.

Adas Gelzinis, Antanas Verikas, Marija Bacauskiene

Comput. Methods Programs Biomed., 2008

2007

Increasing the discrimination power of the co-occurrence matrix-based features.

Adas Gelzinis, Antanas Verikas, Marija Bacauskiene

Pattern Recognit., 2007

Multiple feature sets based categorization of laryngeal images.

Antanas Verikas, Adas Gelzinis, D. Valincius, Marija Bacauskiene, Virgilijus Uloza

Comput. Methods Programs Biomed., 2007

A kernel-based approach to categorizing laryngeal images.

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, D. Valincius, Virgilijus Uloza

Comput. Medical Imaging Graph., 2007

Evolving Committees of Support Vector Machines.

D. Valincius, Antanas Verikas, Marija Bacauskiene, Adas Gelzinis

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Multiple feature sets and genetic search based discrimination of pathological voices.

Marija Bacauskiene, Adas Gelzinis, Marius Kaseta, Marina Kovalenko, Ruta Pribuisiene, Virgilijus Uloza, Antanas Verikas

Proceedings of the Fifth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2007

Categorizing Laryngeal Images for Decision Support.

Adas Gelzinis, Antanas Verikas, Marija Bacauskiene

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.

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Virgilijus Uloza

Int. J. Pattern Recognit. Artif. Intell., 2006

Towards a computer-aided diagnosis system for vocal cord diseases.

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Virgilijus Uloza

Artif. Intell. Medicine, 2006

2005

Intelligent Vocal Cord Image Analysis for Categorizing Laryngeal Diseases.

Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Virgilijus Uloza

Proceedings of the Innovations in Applied Artificial Intelligence, 2005

2004

Intelligent deflection yoke magnetic field tuning.

Antanas Verikas, Marija Bacauskiene, Alvydas Dosinas, Vacys Bartkevicius, Adas Gelzinis, Mindaugas Vaitkunas, Arunas Lipnickas

J. Intell. Manuf., 2004

Leverages Based Neural Networks Fusion.

Antanas Verikas, Marija Bacauskiene, Adas Gelzinis

Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003

An intelligent system for tuning magnetic field of a cathode ray tube deflection yoke.

Antanas Verikas, Marija Bacauskiene, Alvydas Dosinas, Vacys Bartkevicius, Adas Gelzinis, Mindaugas Vaitkunas, Arunas Lipnickas

Knowl. Based Syst., 2003

2001

Using Unlabelled Data to Train a Multilayer Perceptron.

Antanas Verikas, Adas Gelzinis, Kerstin Malmqvist

Neural Process. Lett., 2001

Using Unlabelled Data to Train a Multilayer Perceptron.

Antanas Verikas, Adas Gelzinis, Kerstin Malmqvist, Marija Bacauskiene

Proceedings of the Advances in Pattern Recognition, 2001

2000

Training neural networks by stochastic optimisation.

Antanas Verikas, Adas Gelzinis

Neurocomputing, 2000

1999

Soft combination of neural classifiers: A comparative study.

Antanas Verikas, Arunas Lipnickas, Kerstin Malmqvist, Marija Bacauskiene, Adas Gelzinis

Pattern Recognit. Lett., 1999

Quality Function for Unsupervised Classification and its Use in Graphic Arts.

Adas Gelzinis, Antanas Verikas, Kerstin Malmqvist

J. Adv. Comput. Intell. Intell. Informatics, 1999

Using Labelled and Unlabelled Data to Train a Multilayer Perceptron for Colour Classification in Graphic Arts.

Antanas Verikas, Adas Gelzinis, Kerstin Malmqvist

Proceedings of the Multiple Approaches to Intelligent Systems, 1999

1997

A Random Search Technique for Training Neural Networks.

Antanas Verikas, Adas Gelzinis, Kerstin Malmqvist

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997