Martti Juhola
Orcid: 0000-0003-2298-9553
According to our database1,
Martti Juhola
authored at least 134 papers
between 1986 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Comparison of machine learning methods in the early identification of vasculitides, myositides and glomerulonephritides.
Comput. Methods Programs Biomed., January, 2024
2023
A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023
2022
Int. J. Imaging Syst. Technol., 2022
Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals.
Proceedings of the Computing in Cardiology, 2022
2021
On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes.
Comput. Methods Programs Biomed., 2021
2020
Application of Machine Learning to Predictive Maintenance.
Proceedings of the Advances in Data Mining, 2020
2019
Intell. Data Anal., 2019
2018
2017
Development of crime in England and Wales 1898-2001: Data mining using self-organising map.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
2016
J. Electr. Comput. Eng., 2016
Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images.
Comput. Math. Methods Medicine, 2016
Biomed. Signal Process. Control., 2016
2015
Webology, 2015
Robotica, 2015
On the influence of training data quality on text document classification using machine learning methods.
Int. J. Knowl. Eng. Data Min., 2015
Country crime analysis using the self-organising map, with special regard to economic factors.
Int. J. Data Min. Model. Manag., 2015
Biometric verification with eye movements: results from a long-term recording series.
IET Biom., 2015
Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes.
Comput. Biol. Medicine, 2015
Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples.
Artif. Intell. Rev., 2015
Appl. Artif. Intell., 2015
2014
Comput. Animat. Virtual Worlds, 2014
Int. J. Data Min. Model. Manag., 2014
Int. J. Digit. Multim. Broadcast., 2014
Biometric verification of a subject with eye movements, with special reference to temporal variability in saccades between a subject's measurements.
Int. J. Biom., 2014
Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates.
Ecol. Informatics, 2014
Adv. Robotics, 2014
Country crime analysis using the self-organizing map, with special regard to demographic factors.
AI Soc., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Two-dimensional Signal Analysis Reduced from Three-Dimensional Nystagmus Eye Movements.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the 18th International Conference on Information Visualisation, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
Classification of iPSC colony images using hierarchical strategies with support vector machines.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2013
Comput. Biol. Medicine, 2013
Artif. Intell. Rev., 2013
Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method.
Artif. Intell. Rev., 2013
The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods.
Adv. Artif. Neural Syst., 2013
Proceedings of the SECRYPT 2013, 2013
Clustering and Summarising Association Rules Mined from Phenotype, Genotype and Environmental Data Concerning Age-Related Hearing Impairment.
Proceedings of the MEDINFO 2013, 2013
On applying signals of saccade eye movements for biometric verification of a subject.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 2013 European Intelligence and Security Informatics Conference, 2013
2012
A configuration deactivation algorithm for boosting probabilistic roadmap planning of robots.
Int. J. Autom. Comput., 2012
Integr. Comput. Aided Eng., 2012
Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test.
Comput. Methods Programs Biomed., 2012
DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012
2011
A Wearable, Wireless Gaze Tracker with Integrated Selection Command Source for Human-Computer Interaction.
IEEE Trans. Inf. Technol. Biomed., 2011
Product mix and its optimisation in a paper mill according to the profitability computation of process measurements.
Int. J. Comput. Aided Eng. Technol., 2011
Comparison of machine learning methods for classifying aphasic and non-aphasic speakers.
Comput. Methods Programs Biomed., 2011
Comput. Biol. Medicine, 2011
Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
2010
J. Medical Syst., 2010
A detection method of body movement signals measured with magnetic tracking device for human balance investigations.
Int. J. Medical Eng. Informatics, 2010
2009
J. Documentation, 2009
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
Intell. Data Anal., 2008
Machine learning method for knowledge discovery experimented with otoneurological data.
Comput. Methods Programs Biomed., 2008
Comput. Biol. Medicine, 2008
Proceedings of the eHealth Beyond the Horizon, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
Machine Learning Recognition of Otoneurological Patients by Means of the Results of Vestibulo-Ocular Signal Analysis.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
2007
ACM Trans. Inf. Syst., 2007
Corpus-based cross-language information retrieval in retrieval of highly relevant documents.
J. Assoc. Inf. Sci. Technol., 2007
Evaluation and classification of otoneurological data with new data analysis methods based on machine learning.
Inf. Sci., 2007
On principal component analysis, cosine and Euclidean measures in information retrieval.
Inf. Sci., 2007
Using results of eye movement signal analysis in the neural network recognition of otoneurological patients.
Comput. Methods Programs Biomed., 2007
On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension.
Comput. Biol. Medicine, 2007
Recognition of balance signals between healthy subjects and otoneurological patients with hidden Markov models.
Biomed. Signal Process. Control., 2007
Artif. Intell. Rev., 2007
2006
ACM Trans. Appl. Percept., 2006
Neural network modelling of word production in Finnish: coding semantic and non-semantic features.
Neural Comput. Appl., 2006
A study on automatic creation of a comparable document collection in cross-language information retrieval.
J. Documentation, 2006
Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments.
Inf. Retr., 2006
A Neural Network Model for the Simulation of Word Production Errors of Finnish Nouns.
Int. J. Neural Syst., 2006
Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data.
Comput. Methods Programs Biomed., 2006
On Neural Network Classification of Otoneurological Cases on the Basis of Recognition Results of Vestibulo-ocular Reflex Eye Movements Signal.
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006
2005
Neural Network Screening of Electromyographic Signals as the First Phase to Design Novel Human-Computer Interaction.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005
2004
Proceedings of the MEDINFO 2004, 2004
A Neural Network Model of Lexicalization for Simulating the Anomie Naming Errors of Dementia Patients.
Proceedings of the MEDINFO 2004, 2004
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
2003
On Postprocessing of Neural Network Prediction of Polyproline Type II Secondary Structures: Network Spectrum, Response Analysis, and Scattering.
Neural Comput. Appl., 2003
Int. J. Medical Informatics, 2003
Comput. Methods Programs Biomed., 2003
2002
Behaviour of protein secondary structure types in the sequence space of a certain length.
Intell. Data Anal., 2002
2001
On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures.
Comput. Biol. Medicine, 2001
Analysis of the imputed female urinary incontinence data for the evaluation of expert system parameters.
Comput. Biol. Medicine, 2001
Feature Subset Selection for Decision Tree Induction in the Context of Otoneurological Data: A Preliminary Study.
Proceedings of the MEDINFO 2001, 2001
Proceedings of the MEDINFO 2001, 2001
Proceedings of the MEDINFO 2001, 2001
Proceedings of the MEDINFO 2001, 2001
On Classification Capability of Neural Networks: A Case Study with Otoneurological Data.
Proceedings of the MEDINFO 2001, 2001
Proceedings of the MEDINFO 2001, 2001
Proceedings of the Medical Data Analysis, Second International Symposium, 2001
Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001
Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001
2000
Convergence of a spreading activation neural network with application of simulating aphasic naming errors in Finnish language.
Neurocomputing, 2000
Int. J. Medical Informatics, 2000
1999
Comput. Biol. Medicine, 1999
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
1998
Treatment of missing data values in a neural network based decision support system for acute abdominal pain.
Artif. Intell. Medicine, 1998
Proceedings of the MEDINFO '98, 1998
A Signal Analysis Method for Retinal Image Velocity Computation of Vestibular-Ocular Reflex Eye Movement Investigations.
Proceedings of the MEDINFO '98, 1998
1997
Artif. Intell. Medicine, 1997
1996
Neurocomputing, 1996
Artif. Intell. Medicine, 1996
1995
Pattern Recognit., 1995
Neural Networks, 1995
A Neural Network Simulation Method of Aphasic Naming Errors: Properties and Behaviour.
Neural Comput. Appl., 1995
1992
IEEE Trans. Syst. Man Cybern., 1992
Evaluation of some nonrecursive digital filters for signals of auditory evoked responses.
Biol. Cybern., 1992
1991
IEEE Trans. Signal Process., 1991
A scheme of inference of regular grammars for the syntactic pattern recognition of saccadic eye movements.
Artif. Intell. Medicine, 1991
1986