Martti Juhola - RankMe

138 papers A* 1A 1B 3C 4Misc 1Journal 89Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning models for straddle carriers: Predictive maintenance. Array Pooja Mudbhatkal, Martti Juhola, Mikko Asikainen, Santoshkumar Patel
2025	J	`jnl`	Comparing representations of a discipline derived through LDA vs. intellectual content analysis: the case of information science. Scientometrics Kaisa Ylikruuvi, Kalervo Järvelin, Pertti Vakkari, Martti Juhola
2024	J	`jnl`	Comparison of machine learning methods in the early identification of vasculitides, myositides and glomerulonephritides. Comput. Methods Programs Biomed. Rasmus Ryyppö, Sergei Häyrynen, Henry Joutsijoki, Martti Juhola, Mikko R. J. Seppänen
2023	C	`conf`	A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony. CIBCB Henry Joutsijoki, Markus Haponen, Katriina Aalto-Setälä, Martti Juhola
2022	J	`jnl`	A method to measure data complexity of a complicated medical data set. Int. J. Imaging Syst. Technol. Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä
2022	J	`jnl`	Data analytics for cardiac diseases. Comput. Biol. Medicine Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Risto-Pekka Pölönen, Katriina Aalto-Setälä
2022	—	`conf`	Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals. CinC Martti Juhola, Henry Joutsijoki, Risto-Pekka Pölönen, Katriina Aalto-Setälä
2021	J	`jnl`	On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes. Comput. Methods Programs Biomed. Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä
2020	A*	`conf`	Application of Machine Learning to Predictive Maintenance. ICDM Feranmi Akanni, Martti Juhola
2019	J	`jnl`	Classification of patients and controls based on stabilogram signal data. Intell. Data Anal. Henry Joutsijoki, Jyrki Rasku, Ilmari Pyykkö, Martti Juhola
2018	J	`jnl`	GDP growth vs. criminal phenomena: data mining of Japan 1926-2013. AI Soc. Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola
2017	—	`conf`	Development of crime in England and Wales 1898-2001: Data mining using self-organising map. SSCI Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola
2017	J	`jnl`	On Biometrics With Eye Movements. IEEE J. Biomed. Health Informatics Youming Zhang, Martti Juhola
2016	J	`jnl`	A New Scalar Quantization Method for Digital Image Watermarking. J. Electr. Comput. Eng. Yevhen Zolotavkin, Martti Juhola
2016	J	`jnl`	A software tool for studying the size and shape of human cardiomyocytes. Biomed. Signal Process. Control. Jyrki Rasku, Marisa Ojala, Risto-Pekka Pölönen, Henry Joutsijoki, Yulia Gizatdinova, Jorma Laurikkala, Kimmo Kartasalo, Katriina Aalto-Setälä, Martti Juhola
2016	J	`jnl`	Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images. Comput. Math. Methods Medicine Henry Joutsijoki, Markus Haponen, Jyrki Rasku, Katriina Aalto-Setälä, Martti Juhola
2015	J	`jnl`	Biometric verification with eye movements: results from a long-term recording series. IET Biom. Youming Zhang, Jorma Laurikkala, Martti Juhola
2015	J	`jnl`	Country crime analysis using the self-organising map, with special regard to economic factors. Int. J. Data Min. Model. Manag. Xingan Li, Martti Juhola
2015	J	`jnl`	Crime vs. demographic factors revisited: Application of data mining methods. Webology Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola
2015	J	`jnl`	Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples. Artif. Intell. Rev. Henry Joutsijoki, Markku Siermala, Martti Juhola
2015	J	`jnl`	Homicide and Its Social Context: Analysis Using the Self-Organizing Map. Appl. Artif. Intell. Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Markku Siermala, Martti Juhola
2015	J	`jnl`	On the influence of training data quality on text document classification using machine learning methods. Int. J. Knowl. Eng. Data Min. Jyri Saarikoski, Henry Joutsijoki, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola
2015	J	`jnl`	Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. Comput. Biol. Medicine Martti Juhola, Kirsi Penttinen, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Harri Siirtola, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jari A. K. Hyttinen, Katriina Aalto-Setälä
2015	J	`jnl`	Speeding up probabilistic roadmap planners with locality-sensitive hashing. Robotica Mika T. Rantanen, Martti Juhola
2014	J	`jnl`	A New QIM-Based Watermarking Method Robust to Gain Attack. Int. J. Digit. Multim. Broadcast. Yevhen Zolotavkin, Martti Juhola
2014	J	`jnl`	Biometric verification of a subject with eye movements, with special reference to temporal variability in saccades between a subject's measurements. Int. J. Biom. Youming Zhang, Jorma Laurikkala, Martti Juhola
2014	J	`jnl`	Biometric verification of a user based on eye movements. Int. J. Biom. Youming Zhang, Martti Juhola
2014	C	`conf`	Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
2014	J	`jnl`	Country crime analysis using the self-organizing map, with special regard to demographic factors. AI Soc. Xingan Li, Martti Juhola
2014	J	`jnl`	Dimensionality reduction in text classification using scatter method. Int. J. Data Min. Model. Manag. Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Markku Siermala, Martti Juhola
2014	J	`jnl`	Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. Ecol. Informatics Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola
2014	B	`conf`	Histogram-based classification of iPSC colony images using machine learning methods. SMC Henry Joutsijoki, Markus Haponen, Ivan Baldin, Jyrki Rasku, Yulia Gizatdinova, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
2014	J	`jnl`	How to construct small probabilistic roadmaps with a good coverage? Adv. Robotics Mika T. Rantanen, Martti Juhola
2014	C	`conf`	Interactive Biosignal Analysis and Classification. IV Harri Siirtola, Jorge Avalos-Salguero, Kirsi Penttinen, Katriina Aalto-Setälä, Martti Juhola
2014	—	`conf`	Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images. EMBC Yulia Gizatdinova, Jyrki Rasku, Markus Haponen, Henry Joutsijoki, Ivan Baldin, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
2014	—	`conf`	On computation of calcium cycling anomalies in cardiomyocytes data. EMBC Martti Juhola, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jorge Avalos-Salguero, Harri Siirtola, Kirsi Penttinen, Katriina Aalto-Setälä
2014	Misc	`conf`	Quantization Based Watermarking Approach with Gain Attack Recovery. DICTA Yevhen Zolotavkin, Martti Juhola
2014	—	`conf`	Two-dimensional Signal Analysis Reduced from Three-Dimensional Nystagmus Eye Movements. MIE Martti Juhola, Heikki Aalto, Timo P. Hirvonen
2014	J	`jnl`	Using probabilistic roadmaps in changing environments. Comput. Animat. Virtual Worlds Mika T. Rantanen, Martti Juhola
2013	J	`jnl`	Biometric verification of a subject through eye movements. Comput. Biol. Medicine Martti Juhola, Youming Zhang, Jyrki Rasku
2013	—	`conf`	Clustering and Summarising Association Rules Mined from Phenotype, Genotype and Environmental Data Concerning Age-Related Hearing Impairment. MedInfo Kati Iltanen, Sami Kiviharju, Lida Ao, Martti Juhola, Ilmari Pyykkö
2013	—	`conf`	Crime and Its Social Context: Analysis Using the Self-Organizing Map. EISIC Xingan Li, Martti Juhola
2013	J	`jnl`	Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method. Artif. Intell. Rev. Henry Joutsijoki, Martti Juhola
2013	—	`conf`	Machine learning approach to an otoneurological classification problem. EMBC Henry Joutsijoki, Kirsi Varpa, Kati Iltanen, Martti Juhola
2013	J	`jnl`	Missing values: how many can they be to preserve classification reliability? Artif. Intell. Rev. Martti Juhola, Jorma Laurikkala
2013	—	`conf`	On applying signals of saccade eye movements for biometric verification of a subject. MDA Youming Zhang, Martti Juhola
2013	C	`conf`	SVD-based Digital Image Watermarking on approximated Orthogonal Matrix. SECRYPT Yevhen Zolotavkin, Martti Juhola
2013	J	`jnl`	The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods. Adv. Artif. Neural Syst. Martti Juhola, Heikki Aalto, Henry Joutsijoki, Timo P. Hirvonen
2012	J	`jnl`	A configuration deactivation algorithm for boosting probabilistic roadmap planning of robots. Int. J. Autom. Comput. Mika T. Rantanen, Martti Juhola
2012	J	`jnl`	A scatter method for data and variable importance evaluation. Integr. Comput. Aided Eng. Martti Juhola, Markku Siermala
2012	J	`jnl`	Biometric verification of subjects using saccade eye movements. Int. J. Biom. Youming Zhang, Jyrki Rasku, Martti Juhola
2012	—	`conf`	DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset. MLDM Henry Joutsijoki, Martti Juhola
2012	J	`jnl`	Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test. Comput. Methods Programs Biomed. Jyrki Rasku, Henry Joutsijoki, Ilmari Pyykkö, Martti Juhola
2011	J	`jnl`	A Wearable, Wireless Gaze Tracker with Integrated Selection Command Source for Human-Computer Interaction. IEEE Trans. Inf. Technol. Biomed. Ville Rantanen, Toni Vanhala, Outi Tuisku, Pekka-Henrik Niemenlehto, Jarmo Verho, Veikko Surakka, Martti Juhola, Jukka Lekkala
2011	—	`conf`	Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. MIE Kirsi Varpa, Henry Joutsijoki, Kati Iltanen, Martti Juhola
2011	J	`jnl`	Classification and retrieval on macroinvertebrate image databases. Comput. Biol. Medicine Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Martti Juhola, Tuomas Turpeinen, Kristian Meissner
2011	—	`conf`	Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification. MLDM Henry Joutsijoki, Martti Juhola
2011	J	`jnl`	Comparison of machine learning methods for classifying aphasic and non-aphasic speakers. Comput. Methods Programs Biomed. Antti Järvelin, Martti Juhola
2011	J	`jnl`	Product mix and its optimisation in a paper mill according to the profitability computation of process measurements. Int. J. Comput. Aided Eng. Technol. Jorma Mattila, Virpi Hotti, Martti Juhola
2011	—	`conf`	Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods. ICANNGA (1) Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola
2010	J	`jnl`	A detection method of body movement signals measured with magnetic tracking device for human balance investigations. Int. J. Medical Eng. Informatics Jyrki Rasku, Martti Juhola
2010	J	`jnl`	Classification of Otoneurological Cases According to Bayesian Probabilistic Models. J. Medical Syst. Katja Miettinen, Martti Juhola
2009	J	`jnl`	A study of the use of self-organising maps in information retrieval. J. Documentation Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola
2009	—	`conf`	On Document Classification with Self-Organising Maps. ICANNGA Jyri Saarikoski, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola
2009	—	`conf`	On Signal Analysis of Three-Dimensional Nystagmus. MIE Martti Juhola, Heikki Aalto, Timo Hirvonen
2009	—	`conf`	The Effect of Removing the Force Feedback during the Quiet Stance. MIE Jyrki Rasku, Martti Juhola, Ilmari Pyykkö, Esko Toppila, Kirsi Varpa
2008	B	`conf`	Classification of Task Driven Swaying Paths. CBMS Jyrki Rasku, Martti Juhola
2008	J	`jnl`	Comparing identification methods for DNA investigations of crimes and accidents. Intell. Data Anal. Jukka Ollikainen, Martti Juhola
2008	—	`ch.`	Data Classification. Wiley Encyclopedia of Computer Science and Engineering Martti Juhola
2008	J	`jnl`	Focused web crawling in the acquisition of comparable corpora. Inf. Retr. Tuomas Talvensaari, Ari Pirkola, Kalervo Järvelin, Martti Juhola, Jorma Laurikkala
2008	B	`conf`	Machine Learning Recognition of Otoneurological Patients by Means of the Results of Vestibulo-Ocular Signal Analysis. CBMS Martti Juhola, Heikki Aalto, Timo Hirvonen
2008	J	`jnl`	Machine learning method for knowledge discovery experimented with otoneurological data. Comput. Methods Programs Biomed. Kirsi Varpa, Kati Iltanen, Martti Juhola
2008	J	`jnl`	Neural network classification of otoneurological data and its visualization. Comput. Biol. Medicine Markku Siermala, Martti Juhola, Erna Kentala
2008	—	`conf`	On Machine Learning Classification of Otoneurological Data. MIE Martti Juhola
2007	J	`jnl`	Corpus-based cross-language information retrieval in retrieval of highly relevant documents. J. Assoc. Inf. Sci. Technol. Tuomas Talvensaari, Martti Juhola, Jorma Laurikkala, Kalervo Järvelin
2007	J	`jnl`	Creating and exploiting a comparable corpus in cross-language information retrieval. ACM Trans. Inf. Syst. Tuomas Talvensaari, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola, Heikki Keskustalo
2007	J	`jnl`	Evaluation and classification of otoneurological data with new data analysis methods based on machine learning. Inf. Sci. Markku Siermala, Martti Juhola, Jorma Laurikkala, Kati Iltanen, Erna Kentala, Ilmari Pyykkö
2007	J	`jnl`	On metricity of two heterogeneous measures in the presence of missing values. Artif. Intell. Rev. Martti Juhola, Jorma Laurikkala
2007	J	`jnl`	On modeling of mutation probabilities. Comput. Biol. Medicine Martti Juhola, Jyri Saarikoski, Howard T. Jacobs
2007	J	`jnl`	On principal component analysis, cosine and Euclidean measures in information retrieval. Inf. Sci. Tuomo Korenius, Jorma Laurikkala, Martti Juhola
2007	J	`jnl`	On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension. Comput. Biol. Medicine Lassi Autio, Martti Juhola, Jorma Laurikkala
2007	J	`jnl`	Recognition of balance signals between healthy subjects and otoneurological patients with hidden Markov models. Biomed. Signal Process. Control. Jyrki Rasku, Martti Juhola, Esko Toppila, Ilmari Pyykkö
2007	J	`jnl`	Using results of eye movement signal analysis in the neural network recognition of otoneurological patients. Comput. Methods Programs Biomed. Martti Juhola, Heikki Aalto, Timo Hirvonen
2006	J	`jnl`	A Neural Network Model for the Simulation of Word Production Errors of Finnish Nouns. Int. J. Neural Syst. Antti Järvelin, Martti Juhola, Matti Laine
2006	J	`jnl`	A study on automatic creation of a comparable document collection in cross-language information retrieval. J. Documentation Tuomas Talvensaari, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola
2006	J	`jnl`	Detection of electromyographic signals from facial muscles with neural networks. ACM Trans. Appl. Percept. Pekka-Henrik Niemenlehto, Martti Juhola, Veikko Surakka
2006	J	`jnl`	Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments. Inf. Retr. Tuomo Korenius, Jorma Laurikkala, Martti Juhola, Kalervo Järvelin
2006	J	`jnl`	Neural network modelling of word production in Finnish: coding semantic and non-semantic features. Neural Comput. Appl. Antti Järvelin, Martti Juhola, Matti Laine
2006	—	`conf`	On Neural Network Classification of Otoneurological Cases on the Basis of Recognition Results of Vestibulo-ocular Reflex Eye Movements Signal. MIE Martti Juhola, Heikki Aalto, Timo Hirvonen
2006	J	`jnl`	Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data. Comput. Methods Programs Biomed. Markku Siermala, Martti Juhola
2006	J	`jnl`	Virtual Reality in Posturography. IEEE Trans. Inf. Technol. Biomed. Timo Tossavainen, Esko Toppila, Ilmari Pyykkö, Pia M. Forsman, Martti Juhola, Jonathan Starck
2005	—	`conf`	Neural Network Screening of Electromyographic Signals as the First Phase to Design Novel Human-Computer Interaction. MIE Pekka-Henrik Niemenlehto, Martti Juhola, Veikko Surakka
2005	J	`jnl`	On exact string matching of unique oligonucleotides. Comput. Biol. Medicine Heikki Hyyrö, Martti Juhola, Mauno Vihinen
2004	—	`conf`	A Comparison of Different Heterogeneous Proximity Functions and Euclidean Distance. MedInfo Janne Lumijärvi, Jorma Laurikkala, Martti Juhola
2004	—	`conf`	A Neural Network Model of Lexicalization for Simulating the Anomie Naming Errors of Dementia Patients. MedInfo Antti Järvelin, Martti Juhola, Matti Laine
2004	J	`jnl`	Influence of lossy compression on eye movement signals. Comput. Biol. Medicine Martti Juhola, Timo Tossavainen, Heikki Aalto
2004	A	`conf`	Stemming and lemmatization in the clustering of finnish text documents. CIKM Tuomo Korenius, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola
2003	J	`jnl`	Development of virtual reality stimuli for force platform posturography. Int. J. Medical Informatics Timo Tossavainen, Martti Juhola, Ilmari Pyykkö, Heikki Aalto, Esko Toppila
2003	J	`jnl`	Lossy compression of eye movement and auditory brainstem response signals. Comput. Methods Programs Biomed. Timo Tossavainen, Martti Juhola, Tapio Grönfors
2003	J	`jnl`	On Postprocessing of Neural Network Prediction of Polyproline Type II Secondary Structures: Network Spectrum, Response Analysis, and Scattering. Neural Comput. Appl. Markku Siermala, Martti Juhola, Mauno Vihinen
2002	J	`jnl`	Behaviour of protein secondary structure types in the sequence space of a certain length. Intell. Data Anal. Markku Siermala, Martti Juhola
2001	J	`jnl`	Analysis of the imputed female urinary incontinence data for the evaluation of expert system parameters. Comput. Biol. Medicine Jorma Laurikkala, Martti Juhola, Seppo Lammi, Jorma Penttinen, Pauliina Aukee
2001	—	`conf`	Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction. ISMDA Markku Siermala, Martti Juhola, Mauno Vihinen
2001	—	`conf`	Feature Subset Selection for Decision Tree Induction in the Context of Otoneurological Data: A Preliminary Study. MedInfo Kati Viikki, Erna Kentala, Martti Juhola, Ilmari Pyykkö
2001	—	`conf`	Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers. ISMDA Jorma Laurikkala, Martti Juhola
2001	—	`conf`	Hierarchical Clustering of Fuzzy Data on Female Urinary Incontinence. MedInfo Jorma Laurikkala, Martti Juhola
2001	—	`conf`	Neural Network and Wavelet Recognition of Facial Electromyographic Signals. MedInfo Jouni Laakso, Martti Juhola, Veikko Surakka, Anne Aula, Timo Partala
2001	—	`conf`	On Approximate String Matching of Unique Oligonucleotides. MedInfo Heikki Hyyrö, Mauno Vihinen, Martti Juhola
2001	—	`conf`	On Classification Capability of Neural Networks: A Case Study with Otoneurological Data. MedInfo Martti Juhola, Kati Viikki, Jorma Laurikkala, Ilmari Pyykkö, Erna Kentala
2001	J	`jnl`	On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures. Comput. Biol. Medicine Markku Siermala, Martti Juhola, Mauno Vihinen
2001	—	`conf`	Refining the Knowledge Base 0f an Otoneurological Expert System. ISMDA Kati Viikki, Martti Juhola
2001	—	`conf`	Towards Virtual Reality Stimulation in Force Platform Posturography. MedInfo Timo Tossavainen, Martti Juhola, Ilmari Pyykkö, Esko Toppila, Heikki Aalto, Pekka Honkavaara
2000	J	`jnl`	Convergence of a spreading activation neural network with application of simulating aphasic naming errors in Finnish language. Neurocomputing Antti Vauhkonen, Martti Juhola
2000	J	`jnl`	Extracting VOIs from brain PET images. Int. J. Medical Informatics Jouni M. Mykkänen, Martti Juhola, Ulla Ruotsalainen
2000	J	`jnl`	Usefulness of imputation for the analysis of incomplete otoneurologic data. Int. J. Medical Informatics Jorma Laurikkala, Erna Kentala, Martti Juhola, Ilmari Pyykkö, Seppo Lammi
1999	—	`conf`	A Signal Analysis Method for Impulse-like Eye Movements. MIE Martti Juhola, Heikki Aalto, Timo Hirvonen
1999	—	`conf`	Lossless Compression of Eye Movement Signals. MIE Timo Tossavainen, Martti Juhola, Antti Koski
1999	—	`conf`	Modelling Oculomotor Data with Decision Tree Induction. MIE Kati Viikki, Elina Isotalo, Martti Juhola, Ilmari Pyykkö
1999	—	`conf`	Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods. AIMDM Martti Juhola, Jorma Laurikkala, Kati Viikki, Yrjö Auramo, Erna Kentala, Ilmari Pyykkö
1999	J	`jnl`	Predicting the development of a homogenous population in an industrialized country. Comput. Biol. Medicine Erkki Mäkelä, Katariina Juhola, Martti Juhola
1999	—	`conf`	Three-dimensional ROIs in Brain PET. MIE Jouni M. Mykkänen, Martti Juhola, Ulla Ruotsalainen
1999	—	`conf`	Treatment of Missing Values with Imputation for the Analysis of Otologic Data. MIE Jorma Laurikkala, Erna Kentala, Martti Juhola, Ilmari Pyykkö
1998	—	`conf`	A Signal Analysis Method for Retinal Image Velocity Computation of Vestibular-Ocular Reflex Eye Movement Investigations. MedInfo Martti Juhola
1998	—	`conf`	Population Size and Quality in Genetics-Based Rule Learning from Medical Data. MedInfo Jorma Laurikkala, Martti Juhola
1998	J	`jnl`	Treatment of missing data values in a neural network based decision support system for acute abdominal pain. Artif. Intell. Medicine Erkki Pesonen, Matti Eskelinen, Martti Juhola
1997	J	`jnl`	Latency estimation of auditory brainstem response by neural networks. Artif. Intell. Medicine Jilei Tian, Martti Juhola, Tapio Grönfors
1996	J	`jnl`	A neural network simulation of aphasic naming errors: Network dynamics and control. Neurocomputing Anneli Tikkala, Martti Juhola
1996	J	`jnl`	Modifying an expert system construction to pattern recognition solution. Artif. Intell. Medicine Yrjö Auramo, Martti Juhola
1996	J	`jnl`	Segmentation of digital signals based on estimated compression ratio. IEEE Trans. Biomed. Eng. Antti Koski, Martti Juhola
1995	J	`jnl`	A Neural Network Simulation Method of Aphasic Naming Errors: Properties and Behaviour. Neural Comput. Appl. Anneli Tikkala, Martti Juhola
1995	J	`jnl`	Simulation of aphasic naming errors in finnish language with neural networks. Neural Networks Martti Juhola, Antti Vauhkonen, Matti Laine
1995	J	`jnl`	Syntactic recognition of ECG signals by attributed finite automata. Pattern Recognit. Antti Koski, Martti Juhola, Merik Meriste
1992	J	`jnl`	Evaluation of some nonrecursive digital filters for signals of auditory evoked responses. Biol. Cybern. Tapio Grönfors, Martti Juhola, R. Johansson
1992	J	`jnl`	Experiments and comparison of inference methods of regular grammars. IEEE Trans. Syst. Man Cybern. Tapio Grönfors, Martti Juhola
1991	J	`jnl`	A scheme of inference of regular grammars for the syntactic pattern recognition of saccadic eye movements. Artif. Intell. Medicine Martti Juhola, Tapio Grönfors
1991	J	`jnl`	Comparison of algorithms for standard median filtering. IEEE Trans. Signal Process. Martti Juhola, Jyrki Katajainen, Timo Raita
1988	J	`jnl`	Detection of nystagmus eye movements using a recursive digital filter. IEEE Trans. Biomed. Eng. Martti Juhola
1986	J	`jnl`	A syntactic method for analysis of saccadic eye movements. Pattern Recognit. Martti Juhola