Martti Juhola

发表

Recognition of balance signals between healthy subjects and otoneurological patients with hidden Markov models

Jyrki Rasku, Martti Juhola, Esko Toppila, 2007, Biomed. Signal Process. Control..

A Comparison of Different Heterogeneous Proximity Functions and Euclidean Distance

Martti Juhola, Janne Lumijärvi, Jorma Laurikkala, 2004, MedInfo.

Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test

Jyrki Rasku, Martti Juhola, Ilmari Pyykkö, 2012, Comput. Methods Programs Biomed..

Classification of iPSC colony images using hierarchical strategies with support vector machines

Jyrki Rasku, Martti Juhola, Harri Siirtola, 2014, 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).

Syntactic recognition of ECG signals by attributed finite automata

Martti Juhola, Antti Koski, Merik Meriste, 1995, Pattern Recognit..

Neural networks in recognition of electrical signals recorded from two facial muscle sites.

Martti Juhola, Veikko Surakka, Jouni Laakso, 2002, Studies in health technology and informatics.

An SVD-based Transparent Watermarking Method

Martti Juhola, Yevhen Zolotavkin, M. Juhola, 2013 .

Machine Learning Recognition of Otoneurological Patients by Means of the Results of Vestibulo-Ocular Signal Analysis

Martti Juhola, Heikki Aalto, Timo Hirvonen, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2005, Information Retrieval.

Quantization Based Watermarking Approach with Gain Attack Recovery

Martti Juhola, Yevhen Zolotavkin, 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Using probabilistic roadmaps in changing environments

Martti Juhola, Mika T. Rantanen, 2014, Comput. Animat. Virtual Worlds.

Usefulness of imputation for the analysis of incomplete otoneurologic data

Martti Juhola, Ilmari Pyykkö, Jorma Laurikkala, 2000, Int. J. Medical Informatics.

Detection of saccadic eye movements using the order statistic constant false alarm rate technique

Martti Juhola, Pekka-Henrik Niemenlehto, M. Juhola, 2008 .

Informal identification of outliers in medical data

Martti Juhola, Jorma Laurikkala, Erna Kentala, 2000 .

Speeding up probabilistic roadmap planners with locality-sensitive hashing

Martti Juhola, Mika T. Rantanen, 2015, Robotica.

On Neural Network Classification of Otoneurological Cases on the Basis of Recognition Results of Vestibulo-ocular Reflex Eye Movements Signal

Martti Juhola, Heikki Aalto, Timo Hirvonen, 2006, MIE.

Intelligent sensors using computationally efficient Chebyshev neural networks

Martti Juhola, Jagdish C. Patra, Pramod Kumar Meher, 2008 .

On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures

Martti Juhola, Mauno Vihinen, Markku Siermala, 2001, Comput. Biol. Medicine.

A study of the use of self-organising maps in information retrieval

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2009, J. Documentation.

Latency estimation of auditory brainstem response by neural networks

Martti Juhola, Jilei Tian, Tapio Grönfors, 1997, Artif. Intell. Medicine.

Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images

Jyrki Rasku, Martti Juhola, Katriina Aalto-Setälä, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Using results of eye movement signal analysis in the neural network recognition of otoneurological patients

Martti Juhola, Heikki Aalto, Timo Hirvonen, 2007, Comput. Methods Programs Biomed..

Machine learning method for knowledge discovery experimented with otoneurological data

Martti Juhola, Kirsi Varpa, Kati Iltanen, 2008, Comput. Methods Programs Biomed..

Behaviour of protein secondary structure types in the sequence space of a certain length

Martti Juhola, Markku Siermala, 2002, Intell. Data Anal..

Evaluating Training Data Suitability for Decision Tree Induction

Martti Juhola, Kati Viikki, Ilmar Pyykkö, 2004, Journal of Medical Systems.

A Signal Analysis Method for Impulse-like Eye Movements

Martti Juhola, Heikki Aalto, Timo Hirvonen, 1999, MIE.

Signal Analysis of Three-dimensional Nystagmus for Otoneurological Investigations

Martti Juhola, Heikki Aalto, Topi Jutila, 2010, Annals of Biomedical Engineering.

Attribute weighting with Scatter and instance-based learning methods evaluated with otoneurological data

Martti Juhola, Kirsi Varpa, Kati Iltanen, 2017 .

A Signal Analysis Method for Retinal Image Velocity Computation of Vestibular-Ocular Reflex Eye Movement Investigations

Martti Juhola, 1998, MedInfo.

FUZZY RULE INDUCTION AND CLASSIFICATION APPLIED TO OTONEUROLOGICAL DATA

Martti Juhola, Ján Boháčik, M. Juhola, 2008 .

Development of crime in England and Wales 1898–2001: Data mining using self-organising map

Martti Juhola, Jorma Laurikkala, Henry Joutsijoki, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

On principal component analysis, cosine and Euclidean measures in information retrieval

Martti Juhola, Jorma Laurikkala, Tuomo Korenius, 2007, Inf. Sci..

Treatment of Missing Values with Imputation for the Analysis of Otologic Data

Martti Juhola, Ilmari Pyykkö, Jorma Laurikkala, 1999, MIE.

Modifying an expert system construction to pattern recognition solution

Martti Juhola, Yrjö Auramo, M. Juhola, 1996, Artif. Intell. Medicine.

A New Scalar Quantization Method for Digital Image Watermarking

Martti Juhola, Yevhen Zolotavkin, M. Juhola, 2016, J. Electr. Comput. Eng..

A Neural Network Model for the Simulation of Word Production Errors of Finnish Nouns

Martti Juhola, Matti Laine, Antti Järvelin, 2006, Int. J. Neural Syst..

Comparison of machine learning methods for classifying aphasic and non-aphasic speakers

Martti Juhola, Antti Järvelin, M. Juhola, 2011, Comput. Methods Programs Biomed..

Country crime analysis using the self-organizing map, with special regard to demographic factors

Martti Juhola, Xingan Li, M. Juhola, 2013, AI & SOCIETY.

Machine learning approach to an otoneurological classification problem

Martti Juhola, Henry Joutsijoki, Kirsi Varpa, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers

Martti Juhola, Jorma Laurikkala, 2001, ISMDA.

Homicide and Its Social Context: Analysis Using the Self-Organizing Map

Martti Juhola, Jorma Laurikkala, Henry Joutsijoki, 2015, Appl. Artif. Intell..

Population Size and Quality in Genetics-Based Rule Learning from Medical Data

Martti Juhola, Jorma Laurikkala, 1998, MedInfo.

Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes

Jyrki Rasku, Martti Juhola, Harri Siirtola, 2015, Comput. Biol. Medicine.

Neural Network Screening of Electromyographic Signals as the First Phase to Design Novel Human-Computer Interaction

Martti Juhola, Pekka-Henrik Niemenlehto, Veikko Surakka, 2005, MIE.

Creating and exploiting a comparable corpus in cross-language information retrieval

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2007, TOIS.

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates

Martti Juhola, Moncef Gabbouj, Jenni Raitoharju, 2014, Ecol. Informatics.

Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images

Jyrki Rasku, Martti Juhola, Katriina Aalto-Setälä, 2016, Comput. Math. Methods Medicine.

On Signal Analysis of Three-Dimensional Nystagmus

Martti Juhola, Heikki Aalto, Timo Hirvonen, 2009, MIE.

Extracting VOIs from brain PET images

Ulla Ruotsalainen, Martti Juhola, Jouni M. Mykkänen, 2000, Int. J. Medical Informatics.

Lossless Compression of Otoneurological Eye Movement Signals

Martti Juhola, Timo Tossavainen, M. Juhola, 2002, Journal of Clinical Monitoring and Computing.

Interactive Biosignal Analysis and Classification

Martti Juhola, Harri Siirtola, Katriina Aalto-Setälä, 2014, 2014 18th International Conference on Information Visualisation.

A neural network simulation method of aphasic naming errors: Properties and behaviour

Martti Juhola, Anneli Tikkala, 2005, Neural Computing & Applications.

Refining the Knowledge Base 0f an Otoneurological Expert System

Martti Juhola, Kati Viikki, 2001, ISMDA.

Lossy compression of eye movement and auditory brainstem response signals

Martti Juhola, Timo Tossavainen, Tapio Grönfors, 2003, Comput. Methods Programs Biomed..

On classification in the case of a medical data set with a complicated distribution

Martti Juhola, Henry Joutsijoki, Heikki Aalto, 2014 .

On Classification of Otoneurological Cases Based on Vestibulo-ocular Reflex Signals

Martti Juhola, Heikki Aalto, Timo P. Hirvonen, 2007 .

Generating Decision Trees from Otoneurological Data with a Variable Grouping Method

Martti Juhola, Ilmari Pyykkö, Erna Kentala, 2002, Journal of Medical Systems.

Histogram-based classification of iPSC colony images using machine learning methods

Jyrki Rasku, Martti Juhola, Katriina Aalto-Setälä, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

GDP growth vs. criminal phenomena: data mining of Japan 1926–2013

Martti Juhola, Jorma Laurikkala, Henry Joutsijoki, 2018, AI & SOCIETY.

A study on automatic creation of a comparable document collection in cross-language information retrieval

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2006, J. Documentation.

FUZZY IF-THEN RULE INDUCTION WITH CUMULATIVE INFORMATION ESTIMATIONS APPLIED TO REAL-WORLD DATA

Martti Juhola, Vitaly Levashenko, M. Juhola, 2008 .

Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2011, ICANNGA.

Classification and retrieval on macroinvertebrate image databases

Martti Juhola, Moncef Gabbouj, Serkan Kiranyaz, 2011, Comput. Biol. Medicine.

Towards Virtual Reality Stimulation in Force Platform Posturography

Martti Juhola, Esko Toppila, Ilmari Pyykkö, 2001, MedInfo.

A Microcomputer System for Clinical Analysis of Vestibular Laboratory Signal

Martti Juhola, Heikki Aalto, Ilmari Pyykk, 1989 .

Virtual reality in posturography

Martti Juhola, Esko Toppila, Ilmari Pyykkö, 2006, IEEE Transactions on Information Technology in Biomedicine.

Biometric verification with eye movements: results from a long-term recording series

Martti Juhola, Youming Zhang, Jorma Laurikkala, 2015, IET Biom..

Country crime analysis using the self-organising map, with special regard to economic factors

Martti Juhola, Xingan Li, 2015, Int. J. Data Min. Model. Manag..

Variable Importance Evaluation for Machine Learning Tasks

Martti Juhola, Tapio Grönfors, 2015 .

Classification of Task Driven Swaying Paths

Jyrki Rasku, Martti Juhola, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

Three-dimensional ROIs in Brain PET

Ulla Ruotsalainen, Martti Juhola, Jouni M. Mykkänen, 1999, MIE.

Data Classification

Martti Juhola, M. Juhola, 2019, Wiley Encyclopedia of Computer Science and Engineering.

Looking for differences in postural control systems: young students versus pensioners

Jyrki Rasku, Martti Juhola, 2008 .

A syntactic method for analysis of saccadic eye movements

Martti Juhola, 1986, Pattern Recognit..

On lossy transform compression of ECG signals with reference to deformation of their parameter values

Martti Juhola, Timo Tossavainen, Antti Koski, 2004, Journal of medical engineering & technology.

Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods

Martti Juhola, Ilmari Pyykkö, Jorma Laurikkala, 1999, AIMDM.

Development of virtual reality stimuli for force platform posturography

Martti Juhola, Esko Toppila, Ilmari Pyykkö, 2003, Int. J. Medical Informatics.

On exact string matching of unique oligonucleotides

Martti Juhola, Mauno Vihinen, Heikki Hyyrö, 2005, Comput. Biol. Medicine.

Research on Computational Intelligence for Co-Learning Enabled Healthy and Sustainable Housing.

Martti Juhola, Mauno Rönkkö, Mikko Kolehmainen, 2013 .

Biometric verification of subjects using saccade eye movements

Jyrki Rasku, Martti Juhola, Youming Zhang, 2012, Int. J. Biom..

Product mix and its optimisation in a paper mill according to the profitability computation of process measurements

Martti Juhola, Virpi Hotti, Jorma Mattila, 2011, Int. J. Comput. Aided Eng. Technol..

Comparing identification methods for DNA investigations of crimes and accidents

Martti Juhola, Jukka Ollikainen, M. Juhola, 2008, Intell. Data Anal..

Classification of patients and controls based on stabilogram signal data

Jyrki Rasku, Martti Juhola, Ilmari Pyykkö, 2019, Intell. Data Anal..

Stemming and lemmatization in the clustering of finnish text documents

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2004, CIKM '04.

The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods

Martti Juhola, Henry Joutsijoki, Heikki Aalto, 2013, Adv. Artif. Neural Syst..

Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples

Martti Juhola, Henry Joutsijoki, Markku Siermala, 2014, Artificial Intelligence Review.

Automated Benthic Macroinvertebrate Identification with Decision Acyclic Graph Support Vector Machines

Martti Juhola, Henry Joutsijoki, 2011 .

Modelling Oculomotor Data with Decision Tree Induction

Martti Juhola, Ilmari Pyykkö, Kati Viikki, 1999, MIE.

Biometric verification of a user based on eye movements

Martti Juhola, Youming Zhang, 2014, Int. J. Biom..

Detection of electromyographic signals from facial muscles with neural networks

Martti Juhola, Pekka-Henrik Niemenlehto, Veikko Surakka, 2006, TAP.

On Postprocessing of Neural Network Prediction of Polyproline Type II Secondary Structures: Network Spectrum, Response Analysis, and Scattering

Martti Juhola, Mauno Vihinen, Markku Siermala, 2003, Neural Computing & Applications.

On Document Classification with Self-Organising Maps

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2009, ICANNGA.

Appendix – Comparison of algorithms for standard median filtering

Martti Juhola, Jyrki Katajainen, Timo Raita, 2004 .

Neural Network and Wavelet Recognition of Facial Electromyographic Signals

Martti Juhola, Veikko Surakka, Anne Aula, 2001, MedInfo.

Biometric verification of a subject through eye movements

Jyrki Rasku, Martti Juhola, Youming Zhang, 2013, Comput. Biol. Medicine.

Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction

Martti Juhola, Mauno Vihinen, Markku Siermala, 2001, ISMDA.

Simulation of aphasic naming errors in finnish language with neural networks

Martti Juhola, Matti Laine, Antti Vauhkonen, 1995, Neural Networks.

A configuration deactivation algorithm for boosting probabilistic roadmap planning of robots

Martti Juhola, Mika T. Rantanen, M. Juhola, 2012, Int. J. Autom. Comput..

Dimensionality reduction in text classification using scatter method

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2014, Int. J. Data Min. Model. Manag..

Hierarchical Clustering of Fuzzy Data on Female Urinary Incontinence

Martti Juhola, Jorma Laurikkala, 2001, MedInfo.

Analysis of the imputed female urinary incontinence data for the evaluation of expert system parameters

Martti Juhola, Jorma Laurikkala, Seppo Lammi, 2001, Comput. Biol. Medicine.

Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification

Martti Juhola, Henry Joutsijoki, 2011, MLDM.

A microcomputer system for clinical signal analysis of vestibular laboratory

Martti Juhola, Ilmari Pyykkö, Heikki Aalto, 1989, Journal of Medical Systems.

Novel Analysis Software for Detecting and Classifying Ca2+ Transient Abnormalities in Stem Cell-Derived Cardiomyocytes

Martti Juhola, Harri Siirtola, Katriina Aalto-Setälä, 2015, PloS one.

A neural network simulation of aphasic naming errors: Network dynamics and control

Martti Juhola, Anneli Tikkala, M. Juhola, 1996, Neurocomputing.

How to construct small probabilistic roadmaps with a good coverage?

Martti Juhola, Mika T. Rantanen, 2014, Adv. Robotics.

Focused web crawling in the acquisition of comparable corpora

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2008, Information Retrieval.

Comparison of algorithms for standard median filtering

Martti Juhola, Jyrki Katajainen, Timo Raita, 1991, IEEE Trans. Signal Process..

On Approximate String Matching of Unique Oligonucleotides

Martti Juhola, Mauno Vihinen, Heikki Hyyrö, 2001, MedInfo.

On modeling of mutation probabilities

Martti Juhola, Howard T. Jacobs, Jyri Saarikoski, 2007, Comput. Biol. Medicine.

Application of the self-organising map to visualisation of and exploration into historical development of criminal phenomena in the USA, 1960-2007

Martti Juhola, Xingan Li, 2014 .

Corpus-based cross-language information retrieval in retrieval of highly relevant documents: Research Articles

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2007 .

A scheme of inference of regular grammars for the syntactic pattern recognition of saccadic eye movements

Martti Juhola, Tapio Grönfors, 1991, Artif. Intell. Medicine.

A scatter method for data and variable importance evaluation

Martti Juhola, Markku Siermala, 2012, Integr. Comput. Aided Eng..

A detection method of body movement signals measured with magnetic tracking device for human balance investigations

Jyrki Rasku, Martti Juhola, M. Juhola, 2010, Int. J. Medical Eng. Informatics.

Crime and Its Social Context: Analysis Using the Self-Organizing Map

Martti Juhola, Xingan Li, 2013, 2013 European Intelligence and Security Informatics Conference.

Extragalactic sources at 22, 37 and 87GHz (Terasranta+, 2004)

Martti Juhola, Jenni Virtanen, Merja Tornikoski, 2004 .

On Classification Capability of Neural Networks: A Case Study with Otoneurological Data

Martti Juhola, Ilmari Pyykkö, Jorma Laurikkala, 2001, MedInfo.

SVD-based digital image watermarking on approximated orthogonal matrix

Martti Juhola, Yevhen Zolotavkin, 2013, 2013 International Conference on Security and Cryptography (SECRYPT).

Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data

Martti Juhola, Markku Siermala, 2006, Comput. Methods Programs Biomed..

Effects of Digital Filtering on the Parameters of Impulse-Like Eye Movements

Martti Juhola, Heikki Aalto, Timo Hirvonen, 2004, Journal of Clinical Monitoring and Computing.

Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem

Martti Juhola, Henry Joutsijoki, Kirsi Varpa, 2011, MIE.

AR parameter estimation by a feedback neural network

Martti Juhola, Jilei Tian, Tapio Grönfors, 1997 .

On applying signals of saccade eye movements for biometric verification of a subject

Martti Juhola, Youming Zhang, 2013, MDA.

Evaluation of some nonrecursive digital filters for signals of auditory evoked responses

Martti Juhola, R. Johansson, Tapio Grönfors, 1992, Biological Cybernetics.

Experiments and comparison of inference methods of regular grammars

Martti Juhola, Tapio Grönfors, 1992, IEEE Trans. Syst. Man Cybern..

Machine learning to differentiate diseased cardiomyocytes from healthy control cells

Martti Juhola, Katriina Aalto-Setälä, Henry Joutsijoki, 2019, Informatics in Medicine Unlocked.

Corpus-based cross-language information retrieval in retrieval of highly relevant documents

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2007, J. Assoc. Inf. Sci. Technol..

Missing values: how many can they be to preserve classification reliability?

Martti Juhola, Jorma Laurikkala, 2011, Artificial Intelligence Review.

A New QIM-Based Watermarking Method Robust to Gain Attack

Martti Juhola, Yevhen Zolotavkin, 2014, Int. J. Digit. Multim. Broadcast..

Neural network classification of otoneurological data and its visualization

Martti Juhola, Erna Kentala, Markku Siermala, 2008, Comput. Biol. Medicine.

Neural network modelling of word production in Finnish: coding semantic and non-semantic features

Martti Juhola, Matti Laine, Antti Järvelin, 2006, Neural Computing & Applications.

Two-dimensional Signal Analysis Reduced from Three-Dimensional Nystagmus Eye Movements

Martti Juhola, Heikki Aalto, Timo Hirvonen, 2014, MIE.

On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension

Martti Juhola, Jorma Laurikkala, Lassi Autio, 2007, Comput. Biol. Medicine.

DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset

Martti Juhola, Henry Joutsijoki, 2012, MLDM.

The Effect of Removing the Force Feedback during the Quiet Stance

Jyrki Rasku, Martti Juhola, Esko Toppila, 2009, MIE.

Treatment of missing data values in a neural network based decision support system for acute abdominal pain

Martti Juhola, Erkki Pesonen, Matti Eskelinen, 1998, Artif. Intell. Medicine.

On computation of calcium cycling anomalies in cardiomyocytes data

Jyrki Rasku, Martti Juhola, Harri Siirtola, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Biometric verification of a subject with eye movements, with special reference to temporal variability in saccades between a subject's measurements

Martti Juhola, Youming Zhang, Jorma Laurikkala, 2014, Int. J. Biom..

A software tool for studying the size and shape of human cardiomyocytes

Jyrki Rasku, Martti Juhola, Katriina Aalto-Setälä, 2016, Biomed. Signal Process. Control..

Feature Subset Selection for Decision Tree Induction in the Context of Otoneurological Data: A Preliminary Study

Martti Juhola, Ilmari Pyykkö, Erna Kentala, 2001, MedInfo.

Clustering and Summarising Association Rules Mined from Phenotype, Genotype and Environmental Data Concerning Age-Related Hearing Impairment

Martti Juhola, Ilmari Pyykkö, Kati Iltanen, 2013, MedInfo.

Convergence of a spreading activation neural network with application of simulating aphasic naming errors in Finnish language

Martti Juhola, Antti Vauhkonen, 2000, Neurocomputing.

Influence of lossy compression on eye movement signals

Martti Juhola, Timo Tossavainen, Heikki Aalto, 2004, Comput. Biol. Medicine.

Lossless Compression of Eye Movement Signals

Martti Juhola, Timo Tossavainen, Antti Koski, 1999, MIE.

Crime vs. demographic factors revisited: Application of data mining methods

Martti Juhola, Jorma Laurikkala, Henry Joutsijoki, 2016, Webology.

On Machine Learning Classification of Otoneurological Data

Martti Juhola, 2008, MIE.

Evaluation and classification of otoneurological data with new data analysis methods based on machine learning

Martti Juhola, Ilmari Pyykkö, Jorma Laurikkala, 2007, Inf. Sci..

Classification of Otoneurological Cases According to Bayesian Probabilistic Models

Martti Juhola, Katja Miettinen, M. Juhola, 2010, Journal of Medical Systems.

Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method

Martti Juhola, Henry Joutsijoki, 2011, Artificial Intelligence Review.

A Wearable, Wireless Gaze Tracker with Integrated Selection Command Source for Human‐Computer Interaction

Jarmo Verho, Martti Juhola, Pekka-Henrik Niemenlehto, 2011, IEEE Transactions on Information Technology in Biomedicine.

A Neural Network Model of Lexicalization for Simulating the Anomie Naming Errors of Dementia Patients

Martti Juhola, Matti Laine, Antti Järvelin, 2004, MedInfo.

On the influence of training data quality on text document classification using machine learning methods

Martti Juhola, Kalervo Järvelin, Jorma Laurikkala, 2015, Int. J. Knowl. Eng. Data Min..

Genetic Algorithm Based Approach in Attribute Weighting for a Medical Data Set

Martti Juhola, Kirsi Varpa, Kati Iltanen, 2014 .

On metricity of two heterogeneous measures in the presence of missing values

Martti Juhola, Jorma Laurikkala, M. Juhola, 2007, Artificial Intelligence Review.

On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes

Martti Juhola, Katriina Aalto-Setälä, Henry Joutsijoki, 2021, Comput. Methods Programs Biomed..

A Signal Analysis Technique of Vestibulo-Ocular Reflex Stimulated with Impulsive Head Movements

Martti Juhola, Heikki Aalto, Timo Hirvonen, 2006, Annals of Biomedical Engineering.

Genome-wide selection of unique and valid oligonucleotides

Martti Juhola, Mauno Vihinen, Heikki Hyyrö, 2005, Nucleic acids research.

A comparison of static and dynamic calibration techniques for the vestibulo-ocular reflex signal

Martti Juhola, Ilmari Pyykkö, Heikki Aalto, 1995, International journal of clinical monitoring and computing.

Discovering Diagnostic Rules from a Neurotologic Database with Genetic Algorithms

Martti Juhola, Ilmari Pyykkö, Jorma Laurikkala, 1999, The Annals of otology, rhinology, and laryngology.

Comparison between Diagnoses of Human Experts and a Neurotologic Expert System

Martti Juhola, Ilmari Pyykkö, Erna Kentala, 1998, The Annals of otology, rhinology, and laryngology.

Production of Diagnostic Rules from a Neurotologic Database with Decision Trees

Martti Juhola, Ilmari Pyykkö, Erna Kentala, 2000, The Annals of otology, rhinology, and laryngology.

Virtual reality stimuli for force platform posturography.

Martti Juhola, Esko Toppila, Timo Tossavainen, 2002, Studies in health technology and informatics.

Corpus-based CLIR in retrieval of highly relevant documents

Martti Juhola, Jorma Laurikkala, Tuomas Talvensaari, 2006 .

A novel machine learning program applied to discover otological diagnoses

Martti Juhola, M. Juhola, I. Pyykkö, 2001, Scandinavian audiology. Supplementum.

Otoneurological Expert System

Martti Juhola, Ilmari Pyykkö, Erna Kentala, 1996, The Annals of otology, rhinology, and laryngology.