Publications (13)

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A1 Journal article (refereed), original research
Assessing the performance of deep learning models for multivariate probabilistic energy forecasting (2021)
Applied Energy
Mashlakov Aleksei, Kuronen Toni, Lensu Lasse, Kaarna Arto, Honkapuro Samuli
A1 Journal article (refereed), original research
Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges (2021)
Computers in Biology and Medicine
Garifullin Azat, Lensu Lasse, Uusitalo Hannu
A1 Journal article (refereed), original research
Active learning of the ground truth for retinal image segmentation (2020)
Journal of Optical Technology
Nedoshivina Liubov, Lensu Lasse
A1 Journal article (refereed), original research
Efficient multi-scale Gaussian process regression for massive remote sensing data with satGP v0.1.2 (2020)
Geoscientific Model Development
Susiluoto Jouni, Spantini Alessio, Haario Heikki, Härkönen Teemu, Marzouk Youssef
A1 Journal article (refereed), original research
Modelling internal knot distribution using external log features (2020)
Computers and Electronics in Agriculture
Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Helin Tapio, Haario Heikki, Kauppi Tomi, Heikkinen Jere
A1 Journal article (refereed), original research
Resolving overlapping convex objects in silhouette images by concavity analysis and Gaussian process (2020)
Journal of Visual Communication and Image Representation
Zafari Sahar, Murashkina Mariia, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki
A1 Journal article (refereed), original research
Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control (2019)
IEEE Journal on Selected Areas in Communications
Mashlakov Aleksei, Lensu Lasse, Kaarna Arto, Tikka Ville, Honkapuro Samuli
A1 Journal article (refereed), original research
Comparison of bubble detectors and size distribution estimators (2018)
Pattern Recognition Letters
Ilonen Jarmo, Juránek Roman, Eerola Tuomas, Lensu Lasse, Dubská Markéta, Zemčík Pavel, Kälviäinen Heikki
A1 Journal article (refereed), original research
Sequential spectral clustering of hyperspectral remote sensing image over bipartite graph (2018)
Applied Soft Computing
Hassanzadeh Aidin, Kaarna Antti, Kauranne Tuomo
A1 Journal article (refereed), original research
Automatic individual identification of Saimaa ringed seals (2017)
IET Computer Vision
Chehrsimin Tina, Eerola Tuomas, Koivuniemi Meeri, Auttila Miina, Levänen Riikka, Niemi Marja, Kunnasranta Mervi, Kälviäinen Heikki
A1 Journal article (refereed), original research
Joint facial expression recognition and intensity estimation based on weighted votes of image sequences (2017)
Pattern Recognition Letters
Kamarol Siti Khairuni Amalina, Jaward Mohamed Hisham, Kälviäinen Heikki, Parkkinen Jussi, Parthibana Rajendran
A1 Journal article (refereed), original research
Large tree diameter distribution modelling using sparse airborne laser scanning data in a subtropical forest in Nepal (2017)
ISPRS Journal of Photogrammetry and Remote Sensing
Rana Parvez, Vauhkonen Jari, Junttila Virpi, Hou Zhengyang, Gautam Basanta, Cawkwell Fiona, Tokola Timo
A1 Journal article (refereed), original research
Spectrally optimal illuminations for diabetic retinopathy detection in retinal imaging (2017)
Optical Review
Bartczak Piotr, Fält Pauli, Penttinen Niko, Ylitepsa Pasi, Laaksonen Lauri, Lensu Lasse, Hauta-Kasari Markku, Uusitalo Hannu
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