Martti Juhola

	2011
56		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
55		Henry Joutsijoki, Martti Juhola: Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification. MLDM 2011: 399-413
54		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)
53		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)
52		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)
51		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)
	2010
50		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)
49		Katja Miettinen, Martti Juhola: Classification of Otoneurological Cases According to Bayesian Probabilistic Models. J. Medical Systems 34(2): 119-130 (2010)
	2009
48		Jyri Saarikoski, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola: On Document Classification with Self-Organising Maps. ICANNGA 2009: 140-149
47		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
46		Martti Juhola, Heikki Aalto, Timo Hirvonen: On Signal Analysis of Three-Dimensional Nystagmus. MIE 2009: 846-850
	2008
45		Jyrki Rasku, Martti Juhola: Classification of Task Driven Swaying Paths. CBMS 2008: 284-286
44		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
43		Martti Juhola: On Machine Learning Classification of Otoneurological Data. MIE 2008: 211-216
42		Martti Juhola: Data Classification. Wiley Encyclopedia of Computer Science and Engineering 2008
41		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)
40		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)
39		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)
38		Jukka Ollikainen, Martti Juhola: Comparing identification methods for DNA investigations of crimes and accidents. Intell. Data Anal. 12(4): 409-423 (2008)
	2007
37		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)
36		Martti Juhola, Jorma Laurikkala: On metricity of two heterogeneous measures in the presence of missing values. Artif. Intell. Rev. 28(2): 163-178 (2007)
35		Martti Juhola, Jyri Saarikoski, Howard T. Jacobs: On modeling of mutation probabilities. Comp. in Bio. and Med. 37(12): 1719-1723 (2007)
34		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)
33		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)
32		Tuomo Korenius, Jorma Laurikkala, Martti Juhola: On principal component analysis, cosine and Euclidean measures in information retrieval. Inf. Sci. 177(22): 4893-4905 (2007)
31		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)
30		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)
	2006
29		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
28		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)
27		Timo Tossavainen, Esko Toppila, Ilmari Pyykkö, P. M. Forsman, Martti Juhola, Jonathan Starck: Virtual Reality in Posturography. IEEE Transactions on Information Technology in Biomedicine 10(2): 282-292 (2006)
26		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)
25		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)
24		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)
23		Pekka-Henrik Niemenlehto, Martti Juhola, Veikko Surakka: Detection of electromyographic signals from facial muscles with neural networks. TAP 3(1): 48-61 (2006)
	2005
22		Heikki Hyyrö, Martti Juhola, Mauno Vihinen: On exact string matching of unique oligonucleotides. Comp. in Bio. and Med. 35(2): 173-181 (2005)
	2004
21		Tuomo Korenius, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola: Stemming and lemmatization in the clustering of finnish text documents. CIKM 2004: 625-633
	2003
20		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)
19		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)
18		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
17		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
16		Jorma Laurikkala, Martti Juhola: Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers. ISMDA 2001: 161-167
15		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
14		Kati Viikki, Martti Juhola: Refining the Knowledge Base 0f an Otoneurological Expert System. ISMDA 2001: 276-281
	2000
13		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)
	1999
12		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
11		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
10		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
9		Yrjö Auramo, Martti Juhola: Modifying an expert system construction to pattern recognition solution. Artificial Intelligence in Medicine 8(1): 15-21 (1996)
8		Anneli Tikkala, Martti Juhola: A neural network simulation of aphasic naming errors: Network dynamics and control. Neurocomputing 13(1): 11-29 (1996)
	1995
7		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)
6		Martti Juhola, Antti Vauhkonen, Matti Laine: Simulation of aphasic naming errors in finnish language with neural networks. Neural Networks 8(1): 1-9 (1995)
5		Antti Koski, Martti Juhola, Merik Meriste: Syntactic recognition of ECG signals by attributed finite automata. Pattern Recognition 28(12): 1927-1940 (1995)
	1992
4		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)
	1991
3		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)
2		Martti Juhola, Jyrki Katajainen, Timo Raita: Comparison of algorithms for standard median filtering. IEEE Transactions on Signal Processing 39(1): 204-208 (1991)
	1986
1		Martti Juhola: A syntactic method for analysis of saccadic eye movements. Pattern Recognition 19(5): 353-359 (1986)

Coauthor Index

1	Heikki Aalto	[19] [29] [33] [44] [46]
2	Johanna Ärje	[54]
3	Yrjö Auramo	[9] [12]
4	Lassi Autio	[34]
5	Matti Eskelinen	[11]
6	P. M. Forsman	[27]
7	Moncef Gabbouj	[54]
8	Tapio Grönfors	[3] [4] [10] [20]
9	Timo Hirvonen	[29] [33] [44] [46]
10	Virpi Hotti	[51]
11	Heikki Hyyrö	[22]
12	Kati Iltanen	[31] [40]
13	Turker Ince	[54]
14	Howard T. Jacobs	[35]
15	Antti Järvelin	[24] [25] [53]
16	Kalervo Järvelin	[21] [26] [30] [37] [39] [48] [56]
17	R. Johansson	[4]
18	Henry Joutsijoki	[55]
19	Salme Kärkkäinen	[54]
20	Jyrki Katajainen	[2]
21	Erna Kentala	[12] [31] [41]
22	Heikki Keskustalo	[37]
23	Serkan Kiranyaz	[54]
24	Tuomo Korenius	[21] [26] [32]
25	Antti Koski	[5]
26	Matti Laine	[6] [24] [25]
27	Jorma Laurikkala	[12] [16] [21] [26] [30] [31] [32] [34] [36] [37] [39] [48] [56]
28	Jukka Lekkala	[52]
29	Jorma Mattila	[51]
30	Kristian Meissner	[54]
31	Merik Meriste	[5]
32	Katja Miettinen	[49]
33	Pekka-Henrik Niemenlehto	[23] [52]
34	Jukka Ollikainen	[38]
35	Erkki Pesonen	[11]
36	Ari Pirkola	[39]
37	Jenni Pulkkinen	[54]
38	Ilmari Pyykkö	[12] [19] [27] [31] [47]
39	Timo Raita	[2]
40	Ville Rantanen	[52]
41	Jyrki Rasku	[45] [47] [50]
42	Jyri Saarikoski	[35] [48] [56]
43	Markku Siermala	[15] [17] [18] [28] [31] [41]
44	Jonathan Starck	[27]
45	Veikko Surakka	[23] [52]
46	Tuomas Talvensaari	[30] [37] [39]
47	Jilei Tian	[10]
48	Anneli Tikkala	[7] [8]
49	Ville Tirronen	[54]
50	Esko Toppila	[19] [27] [47]
51	Timo Tossavainen	[19] [20] [27]
52	Outi Tuisku	[52]
53	Tuomas Turpeinen	[54]
54	Toni Vanhala	[52]
55	Kirsi Varpa	[40] [47]
56	Antti Vauhkonen	[6] [13]
57	Jarmo Verho	[52]
58	Mauno Vihinen	[15] [18] [22]
59	Kati Viikki	[12] [14]

Colors in the list of coauthors

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