Juha Karhunen

Aalto University — Finland

Computer Science · Physical Sciences

35h-index9.7kcitations177works0.02yr avg
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Research Topics

Blind Source Separation Techniques(102), Neural Networks and Applications(83), Spectroscopy and Chemometric Analyses(42), Speech and Audio Processing(19), Wireless Communication Networks Research(13)

Publications176 total

METHOD FOR DETECTING AGING RELATED FAILURES OF PROCESS SENSORS VIA NOISE SIGNAL MEASUREMENT
International Journal of Computing·2019· 10 citedOpen Access
Stochastic discriminant analysis for linear supervised dimension reduction
Neurocomputing·2018· 8 citedOpen Access
Detecting aging of process sensors with noise signal measurement
2017· 2 cited
A pragmatic android malware detection procedure
Computers & Security·2017· 41 cited
Image pseudo tag generation with Deep Boltzmann machine anc topic-concept similarity map
2017
Semi-supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation
Lecture notes in computer science·2017· 25 cited
Computer Vision ACCV 2016
2017
A Character-Word Compositional Neural Language Model for Finnish
arXiv (Cornell University)·2016· 4 citedOpen Access
Air quality forecasting using neural networks
2016· 14 citedOpen Access
Android Malware Detection: Building Useful Representations
2016· 8 citedOpen Access
Gaussian Process Kernels for Popular State-Space Time Series Models
arXiv (Cornell University)·2016· 3 citedOpen Access
Proc. of The IEEE 15th Int. Conf. on Machine Learning and Applications (ICMLA 2016)
2016· 3 cited
Gaussian Process kernels for popular state-space time series models
2016· 4 citedOpen Access
Semi-Supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation
arXiv (Cornell University)·2016· 3 citedOpen Access
Bidirectional recurrent neural networks as generative models
Neural Information Processing Systems·2015· 96 cited
Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli Naive Bayes
2015 IEEE Trustcom/BigDataSE/ISPA·2015· 34 cited
Stochastic Discriminant Analysis
2015Open Access
Arbitrary Category Classification of Websites Based on Image Content
IEEE Computational Intelligence Magazine·2015· 27 cited
Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series
arXiv (Cornell University)·2015· 17 citedOpen Access
List of Contributors
Elsevier eBooks·2015
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Frequent Co-authors

Erkki Oja(15), Tapani Raiko(9), Harri Valpola(7), Aapo Hyvärinen(6), P. Pajunen(6), Alexander Ilin(5), Ricardo Vigário(4), J. Joutsensalo(4), Antti Honkela(4), Xavier Giannakopoulos(3), L. Wang(2), Christian Jutten(2), Andrzej Cichocki(2), Włodzimierz Kasprzak(2), Jarmo Hurri(2), Matti Tornio(2), Liuyue Wang(2), Markus Harva(2), K. Raju(2), Tapani Ristaniemi(2)