Heikki Huttunen
Heikki Huttunen
Tampere University
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Critical assessment of automated flow cytometry data analysis techniques
N Aghaeepour, G Finak, H Hoos, TR Mosmann, R Brinkman, R Gottardo, ...
Nature methods 10 (3), 228-238, 2013
4862013
Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects
E Moradi, A Pepe, C Gaser, H Huttunen, J Tohka, ...
Neuroimage 104, 398-412, 2015
3602015
Convolutional recurrent neural networks for polyphonic sound event detection
E Cakır, G Parascandolo, T Heittola, H Huttunen, T Virtanen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1291 …, 2017
3132017
Recurrent neural networks for polyphonic sound event detection in real life recordings
G Parascandolo, H Huttunen, T Virtanen
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
2602016
Polyphonic sound event detection using multi label deep neural networks
E Cakir, T Heittola, H Huttunen, T Virtanen
2015 international joint conference on neural networks (IJCNN), 1-7, 2015
2392015
Computational framework for simulating fluorescence microscope images with cell populations
A Lehmussola, P Ruusuvuori, J Selinummi, H Huttunen, O Yli-Harja
IEEE transactions on medical imaging 26 (7), 1010-1016, 2007
1952007
Robust detection of periodic time series measured from biological systems
M Ahdesmäki, H Lähdesmäki, R Pearson, H Huttunen, O Yli-Harja
BMC bioinformatics 6 (1), 117, 2005
1482005
Recognition of acoustic events using deep neural networks
O Gencoglu, T Virtanen, H Huttunen
2014 22nd European signal processing conference (EUSIPCO), 506-510, 2014
1052014
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment
F Briggs, Y Huang, R Raich, K Eftaxias, Z Lei, W Cukierski, SF Hadley, ...
2013 IEEE international workshop on machine learning for signal processing …, 2013
1002013
Car type recognition with deep neural networks
H Huttunen, FS Yancheshmeh, K Chen
2016 IEEE Intelligent Vehicles Symposium (IV), 1115-1120, 2016
642016
Comparison of feature selection techniques in machine learning for anatomical brain MRI in dementia
J Tohka, E Moradi, H Huttunen, ...
Neuroinformatics 14 (3), 279-296, 2016
532016
Benchmark set of synthetic images for validating cell image analysis algorithms
P Ruusuvuori, A Lehmussola, J Selinummi, T Rajala, H Huttunen, ...
2008 16th European Signal Processing Conference, 1-5, 2008
492008
Hypermetabolism after coronary artery bypass
H Tulla, J Takala, E Alhava, H Huttunen, A Kari
The Journal of thoracic and cardiovascular surgery 101 (4), 598-600, 1991
471991
Mind reading with regularized multinomial logistic regression
H Huttunen, T Manninen, JP Kauppi, J Tohka
Machine vision and applications 24 (6), 1311-1325, 2013
392013
Optimization of soft-morphological filters by genetic algorithms
H Huttunen, P Kuosmanen, L Koskinen, JT Astola
Image Algebra and Morphological Image Processing V 2300, 13-24, 1994
391994
Identity verification based on vessel matching from fundus images
H Oinonen, H Forsvik, P Ruusuvuori, O Yli-Harja, V Voipio, H Huttunen
2010 IEEE International Conference on Image Processing, 4089-4092, 2010
352010
Alzheimer’s disease neuroimaging I
E Moradi, A Pepe, C Gaser, H Huttunen, J Tohka
Machine learning framework for early MRI-based Alzheimer’s conversion …, 2015
312015
Respiratory changes after open-heart surgery
H Tulla, J Takala, E Alhava, H Huttunen, A Kari, H Manninen
Intensive care medicine 17 (6), 365-369, 1991
311991
Clustering benefits in mobile-centric WiFi positioning in multi-floor buildings
A Cramariuc, H Huttunen, ES Lohan
2016 International Conference on Localization and GNSS (ICL-GNSS), 1-6, 2016
302016
Multi-label vs. combined single-label sound event detection with deep neural networks
E Cakir, T Heittola, H Huttunen, T Virtanen
2015 23rd European signal processing conference (EUSIPCO), 2551-2555, 2015
302015
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Artículos 1–20