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2020 – today
- 2024
[j87]Rasmus Ryyppö
, Sergei Häyrynen, Henry Joutsijoki, Martti Juhola, Mikko R. J. Seppänen:
Comparison of machine learning methods in the early identification of vasculitides, myositides and glomerulonephritides. Comput. Methods Programs Biomed. 243: 107917 (2024)- 2023
- [c48]Henry Joutsijoki, Markus Haponen, Katriina Aalto-Setälä, Martti Juhola:
A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony. CIBCB 2023: 1-7 - 2022
- [j86]Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Risto-Pekka Pölönen, Katriina Aalto-Setälä:
Data analytics for cardiac diseases. Comput. Biol. Medicine 142: 105218 (2022) - [j85]Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä:
A method to measure data complexity of a complicated medical data set. Int. J. Imaging Syst. Technol. 32(6): 1822-1831 (2022) - [c47]Martti Juhola, Henry Joutsijoki, Risto-Pekka Pölönen, Katriina Aalto-Setälä:
Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals. CinC 2022: 1-3 - 2021
- [j84]Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä:
On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes. Comput. Methods Programs Biomed. 210: 106367 (2021) - 2020
- [c46]Feranmi Akanni, Martti Juhola:
Application of Machine Learning to Predictive Maintenance. ICDM 2020: 33-48
2010 – 2019
- 2019
- [j83]Henry Joutsijoki, Jyrki Rasku, Ilmari Pyykkö, Martti Juhola:
Classification of patients and controls based on stabilogram signal data. Intell. Data Anal. 23(1): 215-226 (2019) - 2018
- [j82]Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola:
GDP growth vs. criminal phenomena: data mining of Japan 1926-2013. AI Soc. 33(2): 261-274 (2018) - 2017
- [j81]Youming Zhang, Martti Juhola:
On Biometrics With Eye Movements. IEEE J. Biomed. Health Informatics 21(5): 1360-1366 (2017) - [c45]Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola:
Development of crime in England and Wales 1898-2001: Data mining using self-organising map. SSCI 2017: 1-8 - 2016
- [j80]Jyrki Rasku, Marisa Ojala, Risto-Pekka Pölönen, Henry Joutsijoki, Yulia Gizatdinova, Jorma Laurikkala, Kimmo Kartasalo, Katriina Aalto-Setälä, Martti Juhola:
A software tool for studying the size and shape of human cardiomyocytes. Biomed. Signal Process. Control. 30: 134-139 (2016) - [j79]Henry Joutsijoki, Markus Haponen, Jyrki Rasku, Katriina Aalto-Setälä, Martti Juhola:
Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images. Comput. Math. Methods Medicine 2016: 3091039:1-3091039:15 (2016) - [j78]Yevhen Zolotavkin, Martti Juhola:
A New Scalar Quantization Method for Digital Image Watermarking. J. Electr. Comput. Eng. 2016: 9029745:1-9029745:16 (2016) - 2015
- [j77]Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Markku Siermala, Martti Juhola:
Homicide and Its Social Context: Analysis Using the Self-Organizing Map. Appl. Artif. Intell. 29(4): 382-401 (2015) - [j76]Henry Joutsijoki, Markku Siermala, Martti Juhola:
Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples. Artif. Intell. Rev. 44(2): 215-233 (2015) - [j75]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:
Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. Comput. Biol. Medicine 61: 1-7 (2015) - [j74]Youming Zhang, Jorma Laurikkala, Martti Juhola:
Biometric verification with eye movements: results from a long-term recording series. IET Biom. 4(3): 162-168 (2015) - [j73]Xingan Li, Martti Juhola:
Country crime analysis using the self-organising map, with special regard to economic factors. Int. J. Data Min. Model. Manag. 7(2): 130-153 (2015) - [j72]Jyri Saarikoski, Henry Joutsijoki, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola:
On the influence of training data quality on text document classification using machine learning methods. Int. J. Knowl. Eng. Data Min. 3(2): 143-169 (2015) - [j71]Mika T. Rantanen, Martti Juhola:
Speeding up probabilistic roadmap planners with locality-sensitive hashing. Robotica 33(7): 1491-1506 (2015) - [j70]Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola:
Crime vs. demographic factors revisited: Application of data mining methods. Webology 12(1) (2015) - 2014
- [j69]Xingan Li, Martti Juhola:
Country crime analysis using the self-organizing map, with special regard to demographic factors. AI Soc. 29(1): 53-68 (2014) - [j68]Mika T. Rantanen, Martti Juhola:
How to construct small probabilistic roadmaps with a good coverage? Adv. Robotics 28(22): 1519-1531 (2014) - [j67]Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola:
Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. Ecol. Informatics 20: 1-12 (2014) - [j66]Youming Zhang, Jorma Laurikkala, Martti Juhola:
Biometric verification of a subject with eye movements, with special reference to temporal variability in saccades between a subject's measurements. Int. J. Biom. 6(1): 75-94 (2014) - [j65]Youming Zhang, Martti Juhola:
Biometric verification of a user based on eye movements. Int. J. Biom. 6(2): 106-124 (2014) - [j64]Yevhen Zolotavkin, Martti Juhola:
A New QIM-Based Watermarking Method Robust to Gain Attack. Int. J. Digit. Multim. Broadcast. 2014: 910808:1-910808:14 (2014) - [j63]Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Markku Siermala, Martti Juhola:
Dimensionality reduction in text classification using scatter method. Int. J. Data Min. Model. Manag. 6(1): 1-21 (2014) - [j62]Mika T. Rantanen, Martti Juhola:
Using probabilistic roadmaps in changing environments. Comput. Animat. Virtual Worlds 25(1): 17-31 (2014) - [c44]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:
Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM 2014: 86-92 - [c43]Yevhen Zolotavkin, Martti Juhola:
Quantization Based Watermarking Approach with Gain Attack Recovery. DICTA 2014: 1-8 - [c42]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:
On computation of calcium cycling anomalies in cardiomyocytes data. EMBC 2014: 1444-1447 - [c41]Yulia Gizatdinova, Jyrki Rasku, Markus Haponen, Henry Joutsijoki, Ivan Baldin, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola:
Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images. EMBC 2014: 3361-3365 - [c40]Harri Siirtola, Jorge Avalos-Salguero, Kirsi Penttinen, Katriina Aalto-Setälä, Martti Juhola:
Interactive Biosignal Analysis and Classification. IV 2014: 327-332 - [c39]Martti Juhola, Heikki Aalto, Timo P. Hirvonen:
Two-dimensional Signal Analysis Reduced from Three-Dimensional Nystagmus Eye Movements. MIE 2014: 1148-1152 - [c38]Henry Joutsijoki, Markus Haponen, Ivan Baldin, Jyrki Rasku, Yulia Gizatdinova, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola:
Histogram-based classification of iPSC colony images using machine learning methods. SMC 2014: 2611-2617 - 2013
- [j61]Martti Juhola, Heikki Aalto, Henry Joutsijoki, Timo P. Hirvonen:
The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods. Adv. Artif. Neural Syst. 2013: 972412:1-972412:11 (2013) - [j60]Henry Joutsijoki, Martti Juhola:
Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method. Artif. Intell. Rev. 40(3): 213-230 (2013) - [j59]Martti Juhola, Jorma Laurikkala:
Missing values: how many can they be to preserve classification reliability? Artif. Intell. Rev. 40(3): 231-245 (2013) - [j58]Martti Juhola, Youming Zhang, Jyrki Rasku:
Biometric verification of a subject through eye movements. Comput. Biol. Medicine 43(1): 42-50 (2013) - [c37]Xingan Li, Martti Juhola:
Crime and Its Social Context: Analysis Using the Self-Organizing Map. EISIC 2013: 121-124 - [c36]Henry Joutsijoki, Kirsi Varpa, Kati Iltanen, Martti Juhola:
Machine learning approach to an otoneurological classification problem. EMBC 2013: 1294-1297 - [c35]Youming Zhang, Martti Juhola:
On applying signals of saccade eye movements for biometric verification of a subject. MDA 2013: 78-92 - [c34]Kati Iltanen, Sami Kiviharju, Lida Ao, Martti Juhola, Ilmari Pyykkö:
Clustering and Summarising Association Rules Mined from Phenotype, Genotype and Environmental Data Concerning Age-Related Hearing Impairment. MedInfo 2013: 452-456 - [c33]Yevhen Zolotavkin, Martti Juhola:
SVD-based Digital Image Watermarking on approximated Orthogonal Matrix. SECRYPT 2013: 321-330 - 2012
- [j57]Jyrki Rasku, Henry Joutsijoki, Ilmari Pyykkö, Martti Juhola:
Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test. Comput. Methods Programs Biomed. 108(2): 580-588 (2012) - [j56]Martti Juhola, Markku Siermala:
A scatter method for data and variable importance evaluation. Integr. Comput. Aided Eng. 19(2): 137-149 (2012) - [j55]Mika T. Rantanen, Martti Juhola:
A configuration deactivation algorithm for boosting probabilistic roadmap planning of robots. Int. J. Autom. Comput. 9(2): 155-164 (2012) - [j54]Youming Zhang, Jyrki Rasku, Martti Juhola:
Biometric verification of subjects using saccade eye movements. Int. J. Biom. 4(4): 317-337 (2012) - [c32]Henry Joutsijoki, Martti Juhola:
DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset. MLDM 2012: 439-453 - 2011
- [j53]Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Martti Juhola, Tuomas Turpeinen, Kristian Meissner:
Classification and retrieval on macroinvertebrate image databases. Comput. Biol. Medicine 41(7): 463-472 (2011) - [j52]Antti Järvelin, Martti Juhola:
Comparison of machine learning methods for classifying aphasic and non-aphasic speakers. Comput. Methods Programs Biomed. 104(3): 349-357 (2011) - [j51]Jorma Mattila, Virpi Hotti, Martti Juhola:
Product mix and its optimisation in a paper mill according to the profitability computation of process measurements. Int. J. Comput. Aided Eng. Technol. 3(2): 155-174 (2011) - [j50]Ville Rantanen, Toni Vanhala, Outi Tuisku, Pekka-Henrik Niemenlehto, Jarmo Verho, Veikko Surakka, Martti Juhola, Jukka Lekkala:
A Wearable, Wireless Gaze Tracker with Integrated Selection Command Source for Human-Computer Interaction. IEEE Trans. Inf. Technol. Biomed. 15(5): 795-801 (2011) - [c31]Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods. ICANNGA (1) 2011: 260-269 - [c30]Kirsi Varpa, Henry Joutsijoki, Kati Iltanen, Martti Juhola:
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 2011: 579-583 - [c29]Henry Joutsijoki, Martti Juhola:
Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification. MLDM 2011: 399-413 - 2010
- [j49]Jyrki Rasku, Martti Juhola:
A detection method of body movement signals measured with magnetic tracking device for human balance investigations. Int. J. Medical Eng. Informatics 2(1): 37-51 (2010) - [j48]Katja Miettinen, Martti Juhola:
Classification of Otoneurological Cases According to Bayesian Probabilistic Models. J. Medical Syst. 34(2): 119-130 (2010)
2000 – 2009
- 2009
- [j47]Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
A study of the use of self-organising maps in information retrieval. J. Documentation 65(2): 304-322 (2009) - [c28]Jyri Saarikoski, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola:
On Document Classification with Self-Organising Maps. ICANNGA 2009: 140-149 - [c27]Jyrki Rasku, Martti Juhola, Ilmari Pyykkö, Esko Toppila, Kirsi Varpa:
The Effect of Removing the Force Feedback during the Quiet Stance. MIE 2009: 620-624 - [c26]Martti Juhola, Heikki Aalto, Timo Hirvonen:
On Signal Analysis of Three-Dimensional Nystagmus. MIE 2009: 846-850 - 2008
- [j46]Markku Siermala, Martti Juhola, Erna Kentala:
Neural network classification of otoneurological data and its visualization. Comput. Biol. Medicine 38(8): 858-866 (2008) - [j45]Kirsi Varpa, Kati Iltanen, Martti Juhola:
Machine learning method for knowledge discovery experimented with otoneurological data. Comput. Methods Programs Biomed. 91(2): 154-164 (2008) - [j44]Jukka Ollikainen, Martti Juhola:
Comparing identification methods for DNA investigations of crimes and accidents. Intell. Data Anal. 12(4): 409-423 (2008) - [j43]Tuomas Talvensaari, Ari Pirkola, Kalervo Järvelin, Martti Juhola, Jorma Laurikkala:
Focused web crawling in the acquisition of comparable corpora. Inf. Retr. 11(5): 427-445 (2008) - [c25]Jyrki Rasku, Martti Juhola:
Classification of Task Driven Swaying Paths. CBMS 2008: 284-286 - [c24]Martti Juhola, Heikki Aalto, Timo Hirvonen:
Machine Learning Recognition of Otoneurological Patients by Means of the Results of Vestibulo-Ocular Signal Analysis. CBMS 2008: 578-580 - [c23]Martti Juhola:
On Machine Learning Classification of Otoneurological Data. MIE 2008: 211-216 - [p1]Martti Juhola:
Data Classification. Wiley Encyclopedia of Computer Science and Engineering 2008 - 2007
- [j42]Martti Juhola, Jorma Laurikkala:
On metricity of two heterogeneous measures in the presence of missing values. Artif. Intell. Rev. 28(2): 163-178 (2007) - [j41]Jyrki Rasku, Martti Juhola, Esko Toppila, Ilmari Pyykkö:
Recognition of balance signals between healthy subjects and otoneurological patients with hidden Markov models. Biomed. Signal Process. Control. 2(1): 1-8 (2007) - [j40]Lassi Autio, Martti Juhola, Jorma Laurikkala:
On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension. Comput. Biol. Medicine 37(3): 388-397 (2007) - [j39]Martti Juhola, Jyri Saarikoski, Howard T. Jacobs:
On modeling of mutation probabilities. Comput. Biol. Medicine 37(12): 1719-1723 (2007) - [j38]Martti Juhola, Heikki Aalto, Timo Hirvonen:
Using results of eye movement signal analysis in the neural network recognition of otoneurological patients. Comput. Methods Programs Biomed. 86(3): 216-226 (2007) - [j37]Markku Siermala, Martti Juhola, Jorma Laurikkala, Kati Iltanen, Erna Kentala, Ilmari Pyykkö:
Evaluation and classification of otoneurological data with new data analysis methods based on machine learning. Inf. Sci. 177(9): 1963-1976 (2007) - [j36]Tuomo Korenius, Jorma Laurikkala, Martti Juhola:
On principal component analysis, cosine and Euclidean measures in information retrieval. Inf. Sci. 177(22): 4893-4905 (2007) - [j35]Tuomas Talvensaari, Martti Juhola, Jorma Laurikkala, Kalervo Järvelin:
Corpus-based cross-language information retrieval in retrieval of highly relevant documents. J. Assoc. Inf. Sci. Technol. 58(3): 322-334 (2007) - [j34]Tuomas Talvensaari, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola, Heikki Keskustalo:
Creating and exploiting a comparable corpus in cross-language information retrieval. ACM Trans. Inf. Syst. 25(1): 4 (2007) - 2006
- [j33]Markku Siermala, Martti Juhola:
Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data. Comput. Methods Programs Biomed. 81(2): 128-136 (2006) - [j32]Antti Järvelin, Martti Juhola, Matti Laine:
A Neural Network Model for the Simulation of Word Production Errors of Finnish Nouns. Int. J. Neural Syst. 16(4): 241-254 (2006) - [j31]Tuomo Korenius, Jorma Laurikkala, Martti Juhola, Kalervo Järvelin:
Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments. Inf. Retr. 9(1): 33-53 (2006) - [j30]Tuomas Talvensaari, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
A study on automatic creation of a comparable document collection in cross-language information retrieval. J. Documentation 62(3): 372-387 (2006) - [j29]Antti Järvelin, Martti Juhola, Matti Laine:
Neural network modelling of word production in Finnish: coding semantic and non-semantic features. Neural Comput. Appl. 15(2): 91-104 (2006) - [j28]Pekka-Henrik Niemenlehto, Martti Juhola, Veikko Surakka:
Detection of electromyographic signals from facial muscles with neural networks. ACM Trans. Appl. Percept. 3(1): 48-61 (2006) - [j27]Timo Tossavainen, Esko Toppila, Ilmari Pyykkö, Pia M. Forsman, Martti Juhola, Jonathan Starck:
Virtual Reality in Posturography. IEEE Trans. Inf. Technol. Biomed. 10(2): 282-292 (2006) - [c22]Martti Juhola, Heikki Aalto, Timo Hirvonen:
On Neural Network Classification of Otoneurological Cases on the Basis of Recognition Results of Vestibulo-ocular Reflex Eye Movements Signal. MIE 2006: 947-952 - 2005
- [j26]Heikki Hyyrö, Martti Juhola, Mauno Vihinen:
On exact string matching of unique oligonucleotides. Comput. Biol. Medicine 35(2): 173-181 (2005) - [c21]Pekka-Henrik Niemenlehto, Martti Juhola, Veikko Surakka:
Neural Network Screening of Electromyographic Signals as the First Phase to Design Novel Human-Computer Interaction. MIE 2005: 471-476 - 2004
- [j25]Martti Juhola, Timo Tossavainen, Heikki Aalto:
Influence of lossy compression on eye movement signals. Comput. Biol. Medicine 34(3): 221-239 (2004) - [c20]Tuomo Korenius, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
Stemming and lemmatization in the clustering of finnish text documents. CIKM 2004: 625-633 - [c19]Antti Järvelin, Martti Juhola, Matti Laine:
A Neural Network Model of Lexicalization for Simulating the Anomie Naming Errors of Dementia Patients. MedInfo 2004: 48-51 - [c18]Janne Lumijärvi, Jorma Laurikkala, Martti Juhola:
A Comparison of Different Heterogeneous Proximity Functions and Euclidean Distance. MedInfo 2004: 1362-1366 - 2003
- [j24]Timo Tossavainen, Martti Juhola, Tapio Grönfors:
Lossy compression of eye movement and auditory brainstem response signals. Comput. Methods Programs Biomed. 72(1): 43-54 (2003) - [j23]Timo Tossavainen, Martti Juhola, Ilmari Pyykkö, Heikki Aalto, Esko Toppila:
Development of virtual reality stimuli for force platform posturography. Int. J. Medical Informatics 70(2-3): 277-283 (2003) - [j22]Markku Siermala, Martti Juhola, Mauno Vihinen:
On Postprocessing of Neural Network Prediction of Polyproline Type II Secondary Structures: Network Spectrum, Response Analysis, and Scattering. Neural Comput. Appl. 11(3-4): 238-243 (2003) - 2002
- [j21]Markku Siermala, Martti Juhola:
Behaviour of protein secondary structure types in the sequence space of a certain length. Intell. Data Anal. 6(5): 411-427 (2002) - 2001
- [j20]Jorma Laurikkala, Martti Juhola, Seppo Lammi, Jorma Penttinen, Pauliina Aukee:
Analysis of the imputed female urinary incontinence data for the evaluation of expert system parameters. Comput. Biol. Medicine 31(4): 239-257 (2001) - [j19]Markku Siermala, Martti Juhola, Mauno Vihinen:
On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures. Comput. Biol. Medicine 31(5): 385-398 (2001) - [c17]Jorma Laurikkala, Martti Juhola:
Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers. ISMDA 2001: 161-167 - [c16]Markku Siermala, Martti Juhola, Mauno Vihinen:
Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction. ISMDA 2001: 264-269 - [c15]Kati Viikki, Martti Juhola:
Refining the Knowledge Base 0f an Otoneurological Expert System. ISMDA 2001: 276-281 - [c14]Martti Juhola, Kati Viikki, Jorma Laurikkala, Ilmari Pyykkö, Erna Kentala:
On Classification Capability of Neural Networks: A Case Study with Otoneurological Data. MedInfo 2001: 474-478 - [c13]Jouni Laakso, Martti Juhola, Veikko Surakka, Anne Aula, Timo Partala:
Neural Network and Wavelet Recognition of Facial Electromyographic Signals. MedInfo 2001: 489-492 - [c12]Jorma Laurikkala, Martti Juhola:
Hierarchical Clustering of Fuzzy Data on Female Urinary Incontinence. MedInfo 2001: 578 - [c11]Kati Viikki, Erna Kentala, Martti Juhola, Ilmari Pyykkö:
Feature Subset Selection for Decision Tree Induction in the Context of Otoneurological Data: A Preliminary Study. MedInfo 2001: 583 - [c10]Timo Tossavainen, Martti Juhola, Ilmari Pyykkö, Esko Toppila, Heikki Aalto, Pekka Honkavaara:
Towards Virtual Reality Stimulation in Force Platform Posturography. MedInfo 2001: 854-857 - [c9]Heikki Hyyrö, Mauno Vihinen, Martti Juhola:
On Approximate String Matching of Unique Oligonucleotides. MedInfo 2001: 960-964 - 2000
- [j18]Jouni M. Mykkänen, Martti Juhola, Ulla Ruotsalainen:
Extracting VOIs from brain PET images. Int. J. Medical Informatics 58: 51-57 (2000) - [j17]Jorma Laurikkala, Erna Kentala, Martti Juhola, Ilmari Pyykkö, Seppo Lammi:
Usefulness of imputation for the analysis of incomplete otoneurologic data. Int. J. Medical Informatics 58: 235-242 (2000) - [j16]Antti Vauhkonen, Martti Juhola:
Convergence of a spreading activation neural network with application of simulating aphasic naming errors in Finnish language. Neurocomputing 30(1-4): 323-332 (2000)
1990 – 1999
- 1999
- [j15]Erkki Mäkelä, Katariina Juhola, Martti Juhola:
Predicting the development of a homogenous population in an industrialized country. Comput. Biol. Medicine 29(4): 273-281 (1999) - [c8]Martti Juhola, Jorma Laurikkala, Kati Viikki, Yrjö Auramo, Erna Kentala, Ilmari Pyykkö:
Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods. AIMDM 1999: 217-226 - [c7]Jouni M. Mykkänen, Martti Juhola, Ulla Ruotsalainen:
Three-dimensional ROIs in Brain PET. MIE 1999: 339-342 - [c6]Martti Juhola, Heikki Aalto, Timo Hirvonen:
A Signal Analysis Method for Impulse-like Eye Movements. MIE 1999: 365-368 - [c5]Timo Tossavainen, Martti Juhola, Antti Koski:
Lossless Compression of Eye Movement Signals. MIE 1999: 369-373 - [c4]Jorma Laurikkala, Erna Kentala, Martti Juhola, Ilmari Pyykkö:
Treatment of Missing Values with Imputation for the Analysis of Otologic Data. MIE 1999: 428-431 - [c3]Kati Viikki, Elina Isotalo, Martti Juhola, Ilmari Pyykkö:
Modelling Oculomotor Data with Decision Tree Induction. MIE 1999: 660-663 - 1998
- [j14]Erkki Pesonen, Matti Eskelinen, Martti Juhola:
Treatment of missing data values in a neural network based decision support system for acute abdominal pain. Artif. Intell. Medicine 13(3): 139-146 (1998) - [c2]Jorma Laurikkala, Martti Juhola:
Population Size and Quality in Genetics-Based Rule Learning from Medical Data. MedInfo 1998: 389-393 - [c1]Martti Juhola:
A Signal Analysis Method for Retinal Image Velocity Computation of Vestibular-Ocular Reflex Eye Movement Investigations. MedInfo 1998: 1247-1249 - 1997
- [j13]Jilei Tian, Martti Juhola, Tapio Grönfors:
Latency estimation of auditory brainstem response by neural networks. Artif. Intell. Medicine 10(2): 115-128 (1997) - 1996
- [j12]Yrjö Auramo, Martti Juhola:
Modifying an expert system construction to pattern recognition solution. Artif. Intell. Medicine 8(1): 15-21 (1996) - [j11]Anneli Tikkala, Martti Juhola:
A neural network simulation of aphasic naming errors: Network dynamics and control. Neurocomputing 13(1): 11-29 (1996) - [j10]Antti Koski, Martti Juhola:
Segmentation of digital signals based on estimated compression ratio. IEEE Trans. Biomed. Eng. 43(9): 928-938 (1996) - 1995
- [j9]Anneli Tikkala, Martti Juhola:
A Neural Network Simulation Method of Aphasic Naming Errors: Properties and Behaviour. Neural Comput. Appl. 3(4): 192-201 (1995) - [j8]Martti Juhola, Antti Vauhkonen, Matti Laine:
Simulation of aphasic naming errors in finnish language with neural networks. Neural Networks 8(1): 1-9 (1995) - [j7]Antti Koski, Martti Juhola, Merik Meriste:
Syntactic recognition of ECG signals by attributed finite automata. Pattern Recognit. 28(12): 1927-1940 (1995) - 1992
- [j6]Tapio Grönfors, Martti Juhola, R. Johansson:
Evaluation of some nonrecursive digital filters for signals of auditory evoked responses. Biol. Cybern. 66(6): 533-536 (1992) - [j5]Tapio Grönfors, Martti Juhola:
Experiments and comparison of inference methods of regular grammars. IEEE Trans. Syst. Man Cybern. 22(4): 821-826 (1992) - 1991
- [j4]Martti Juhola, Tapio Grönfors:
A scheme of inference of regular grammars for the syntactic pattern recognition of saccadic eye movements. Artif. Intell. Medicine 3(2): 87-93 (1991) - [j3]Martti Juhola, Jyrki Katajainen, Timo Raita:
Comparison of algorithms for standard median filtering. IEEE Trans. Signal Process. 39(1): 204-208 (1991)
1980 – 1989
- 1988
- [j2]Martti Juhola:
Detection of nystagmus eye movements using a recursive digital filter. IEEE Trans. Biomed. Eng. 35(5): 389-395 (1988) - 1986
- [j1]Martti Juhola:
A syntactic method for analysis of saccadic eye movements. Pattern Recognit. 19(5): 353-359 (1986)
Coauthor Index
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