Adas Gelzinis

According to our database1, Adas Gelzinis authored at least 51 papers between 1997 and 2018.

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



In proceedings 
PhD thesis 




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

A Comparison of the Deep Learning Methods for Solving Seafloor Image Classification Task.
Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

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

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

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.
Comp. in Bio. and Med., 2015

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

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

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

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

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

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

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

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

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

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.
Artificial Intelligence in Medicine, 2010

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

Using the patient's questionnaire data to screen laryngeal disorders.
Comp. in Bio. and Med., 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

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

Automated speech analysis applied to laryngeal disease categorization.
Computer Methods and Programs in Biomedicine, 2008

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

Multiple feature sets based categorization of laryngeal images.
Computer Methods and Programs in Biomedicine, 2007

A kernel-based approach to categorizing laryngeal images.
Comp. Med. Imag. and 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

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

Integrating Global and Local Analysis of Color, Texture and Geometrical Information for Categorizing Laryngeal Images.
IJPRAI, 2006

Towards a computer-aided diagnosis system for vocal cord diseases.
Artificial Intelligence in Medicine, 2006

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

Intelligent deflection yoke magnetic field tuning.
J. Intelligent Manufacturing, 2004

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

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

Using Unlabelled Data to Train a Multilayer Perceptron.
Neural Processing Letters, 2001

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

Training neural networks by stochastic optimisation.
Neurocomputing, 2000

Soft combination of neural classifiers: A comparative study.
Pattern Recognition Letters, 1999

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

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