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Martti Juhola
2010 – today
- 2013
[j50]Martti Juhola, Youming Zhang, Jyrki Rasku: Biometric verification of a subject through eye movements. Comp. in Bio. and Med. 43(1): 42-50 (2013)- 2012
- [j49]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. Computer Methods and Programs in Biomedicine 108(2): 580-588 (2012)
- [j48]Martti Juhola, Markku Siermala: A scatter method for data and variable importance evaluation. Integrated Computer-Aided Engineering 19(2): 137-149 (2012)
- [c15]Henry Joutsijoki, Martti Juhola: DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset. MLDM 2012: 439-453
- 2011
- [j47]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. Comp. in Bio. and Med. 41(7): 463-472 (2011)
- [j46]Antti Järvelin, Martti Juhola: Comparison of machine learning methods for classifying aphasic and non-aphasic speakers. Computer Methods and Programs in Biomedicine 104(3): 349-357 (2011)
- [j45]Jorma Mattila, Virpi Hotti, Martti Juhola: Product mix and its optimisation in a paper mill according to the profitability computation of process measurements. IJCAET 3(2): 155-174 (2011)
- [j44]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 Transactions on Information Technology in Biomedicine 15(5): 795-801 (2011)
- [c14]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
- [c13]Henry Joutsijoki, Martti Juhola: Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification. MLDM 2011: 399-413
- 2010
- [j43]Jyrki Rasku, Martti Juhola: A detection method of body movement signals measured with magnetic tracking device for human balance investigations. IJMEI 2(1): 37-51 (2010)
- [j42]Katja Miettinen, Martti Juhola: Classification of Otoneurological Cases According to Bayesian Probabilistic Models. J. Medical Systems 34(2): 119-130 (2010)
2000 – 2009
- 2009
- [c12]Jyri Saarikoski, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola: On Document Classification with Self-Organising Maps. ICANNGA 2009: 140-149
- [c11]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
- [c10]Martti Juhola, Heikki Aalto, Timo Hirvonen: On Signal Analysis of Three-Dimensional Nystagmus. MIE 2009: 846-850
- 2008
- [j41]Markku Siermala, Martti Juhola, Erna Kentala: Neural network classification of otoneurological data and its visualization. Comp. in Bio. and Med. 38(8): 858-866 (2008)
- [j40]Kirsi Varpa, Kati Iltanen, Martti Juhola: Machine learning method for knowledge discovery experimented with otoneurological data. Computer Methods and Programs in Biomedicine 91(2): 154-164 (2008)
- [j39]Jukka Ollikainen, Martti Juhola: Comparing identification methods for DNA investigations of crimes and accidents. Intell. Data Anal. 12(4): 409-423 (2008)
- [j38]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)
- [c9]
- [c8]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
- [c7]
- [p1]
- 2007
- [j37]Martti Juhola, Jorma Laurikkala: On metricity of two heterogeneous measures in the presence of missing values. Artif. Intell. Rev. 28(2): 163-178 (2007)
- [j36]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. Comp. in Bio. and Med. 37(3): 388-397 (2007)
- [j35]Martti Juhola, Jyri Saarikoski, Howard T. Jacobs: On modeling of mutation probabilities. Comp. in Bio. and Med. 37(12): 1719-1723 (2007)
- [j34]Martti Juhola, Heikki Aalto, Timo Hirvonen: Using results of eye movement signal analysis in the neural network recognition of otoneurological patients. Computer Methods and Programs in Biomedicine 86(3): 216-226 (2007)
- [j33]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)
- [j32]Tuomo Korenius, Jorma Laurikkala, Martti Juhola: On principal component analysis, cosine and Euclidean measures in information retrieval. Inf. Sci. 177(22): 4893-4905 (2007)
- [j31]Tuomas Talvensaari, Martti Juhola, Jorma Laurikkala, Kalervo Järvelin: Corpus-based cross-language information retrieval in retrieval of highly relevant documents. JASIST 58(3): 322-334 (2007)
- [j30]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) (2007)
- 2006
- [j29]Markku Siermala, Martti Juhola: Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data. Computer Methods and Programs in Biomedicine 81(2): 128-136 (2006)
- [j28]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)
- [j27]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)
- [j26]Antti Järvelin, Martti Juhola, Matti Laine: Neural network modelling of word production in Finnish: coding semantic and non-semantic features. Neural Computing and Applications 15(2): 91-104 (2006)
- [j25]Pekka-Henrik Niemenlehto, Martti Juhola, Veikko Surakka: Detection of electromyographic signals from facial muscles with neural networks. TAP 3(1): 48-61 (2006)
- [j24]Timo Tossavainen, Esko Toppila, Ilmari Pyykkö, Pia M. Forsman, Martti Juhola, Jonathan Starck: Virtual Reality in Posturography. IEEE Transactions on Information Technology in Biomedicine 10(2): 282-292 (2006)
- [c6]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
- [j23]Heikki Hyyrö, Martti Juhola, Mauno Vihinen: On exact string matching of unique oligonucleotides. Comp. in Bio. and Med. 35(2): 173-181 (2005)
- 2004
- [j22]Martti Juhola, Timo Tossavainen, Heikki Aalto: Influence of lossy compression on eye movement signals. Comp. in Bio. and Med. 34(3): 221-239 (2004)
- [c5]Tuomo Korenius, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola: Stemming and lemmatization in the clustering of finnish text documents. CIKM 2004: 625-633
- 2003
- [j21]Timo Tossavainen, Martti Juhola, Tapio Grönfors: Lossy compression of eye movement and auditory brainstem response signals. Computer Methods and Programs in Biomedicine 72(1): 43-54 (2003)
- [j20]Timo Tossavainen, Martti Juhola, Ilmari Pyykkö, Heikki Aalto, Esko Toppila: Development of virtual reality stimuli for force platform posturography. I. J. Medical Informatics 70(2-3): 277-283 (2003)
- [j19]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 Computing and Applications 11(3-4): 238-243 (2003)
- 2002
- [j18]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
- [j17]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. Comp. in Bio. and Med. 31(4): 239-257 (2001)
- [j16]Markku Siermala, Martti Juhola, Mauno Vihinen: On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures. Comp. in Bio. and Med. 31(5): 385-398 (2001)
- [c4]Jorma Laurikkala, Martti Juhola: Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers. ISMDA 2001: 161-167
- [c3]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
- [c2]Kati Viikki, Martti Juhola: Refining the Knowledge Base 0f an Otoneurological Expert System. ISMDA 2001: 276-281
- 2000
- [j15]Jouni M. Mykkänen, Martti Juhola, Ulla Ruotsalainen: Extracting VOIs from brain PET images. I. J. Medical Informatics 58: 51-57 (2000)
- [j14]Jorma Laurikkala, Erna Kentala, Martti Juhola, Ilmari Pyykkö, Seppo Lammi: Usefulness of imputation for the analysis of incomplete otoneurologic data. I. J. Medical Informatics 58: 235-242 (2000)
- [j13]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
- [c1]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
- 1998
- [j12]Erkki Pesonen, Matti Eskelinen, Martti Juhola: Treatment of missing data values in a neural network based decision support system for acute abdominal pain. Artificial Intelligence in Medicine 13(3): 139-146 (1998)
- 1997
- [j11]Jilei Tian, Martti Juhola, Tapio Grönfors: Latency estimation of auditory brainstem response by neural networks. Artificial Intelligence in Medicine 10(2): 115-128 (1997)
- 1996
- [j10]Yrjö Auramo, Martti Juhola: Modifying an expert system construction to pattern recognition solution. Artificial Intelligence in Medicine 8(1): 15-21 (1996)
- [j9]Anneli Tikkala, Martti Juhola: A neural network simulation of aphasic naming errors: Network dynamics and control. Neurocomputing 13(1): 11-29 (1996)
- 1995
- [j8]Anneli Tikkala, Martti Juhola: A Neural Network Simulation Method of Aphasic Naming Errors: Properties and Behaviour. Neural Computing and Applications 3(4): 192-201 (1995)
- [j7]Martti Juhola, Antti Vauhkonen, Matti Laine: Simulation of aphasic naming errors in finnish language with neural networks. Neural Networks 8(1): 1-9 (1995)
- [j6]Antti Koski, Martti Juhola, Merik Meriste: Syntactic recognition of ECG signals by attributed finite automata. Pattern Recognition 28(12): 1927-1940 (1995)
- 1992
- [j5]Tapio Grönfors, Martti Juhola, R. Johansson: Evaluation of some nonrecursive digital filters for signals of auditory evoked responses. Biological Cybernetics 66(6): 533-536 (1992)
- [j4]Tapio Grönfors, Martti Juhola: Experiments and comparison of inference methods of regular grammars. IEEE Transactions on Systems, Man, and Cybernetics 22(4): 821-826 (1992)
- 1991
- [j3]Martti Juhola, Tapio Grönfors: A scheme of inference of regular grammars for the syntactic pattern recognition of saccadic eye movements. Artificial Intelligence in Medicine 3(2): 87-93 (1991)
- [j2]Martti Juhola, Jyrki Katajainen, Timo Raita: Comparison of algorithms for standard median filtering. IEEE Transactions on Signal Processing 39(1): 204-208 (1991)
1980 – 1989
- 1986
- [j1]Martti Juhola: A syntactic method for analysis of saccadic eye movements. Pattern Recognition 19(5): 353-359 (1986)
Coauthor Index
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last updated on 2013-06-05 21:26 CEST by the dblp team