Van Nhan Nguyen; Robert Jenssen; Davide Roverso; LS-Net: fast single-shot line-segment detector Machine Vision and Applications, vol. 32, (ISSN 0932-8092 1432-1769 ), doi: https://doi.org/10.1007/s00138-020-01138-6 , 2021. Scientific article

Jose C. Principe; Robert Jenssen; Multivariate Extension of Matrix-Based Rényi's αα-Order Entropy Functional IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 42, pp. 2960 2966 , (ISSN 0162-8828 1939-3539 ), doi: https://doi.org/10.1109/TPAMI.2019.2932976 , 2020. Scientific article

Samuel Kuttner; Kristoffer Knutsen Wickstrøm; Gustav Kalda; Seyed Esmaeil Dorraji; Montserrat Martin-Armas; Ana Oteiza; Robert Jenssen; Kristin Andreassen Fenton; Rune Sundset; Jan Axelsson; Machine learning derived input-function in a dynamic 18F-FDG PET study of mice Biomedical Engineering & Physics Express, vol. 6:015020, pp. 1 13 , (ISSN 2057-1976 ), doi: https://doi.org/10.1088/2057-1976/ab6496 , 2020. Scientific article

Gregor Stiglic; Cristina Soguero Ruiz; Karl Øyvind Mikalsen; Robert Jenssen; Stein Olav Skrøvseth; Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Temporal Data Computational & Mathematical Methods in Medicine, vol. 2019, (ISSN 1748-670X 1748-6718 ), doi: https://doi.org/10.1155/2019/2059851 , 2019. Scientific article

van Nhan Nguyen; Robert Jenssen; Davide Roverso; Intelligent Monitoring and Inspection of Power Line Components Powered by UAVs and Deep Learning IEEE Power and Energy Technology Systems Journal, vol. 6, pp. 11 21 , (ISSN 2332-7707 ), doi: https://doi.org/10.1109/JPETS.2018.2881429 , 2019. Scientific article

Karl Øyvind Mikalsen; Cristina Soguero-Ruiz; Filippo Maria Bianchi; Robert Jenssen; Noisy multi-label semi-supervised dimensionality reduction Pattern Recognition, vol. 90, pp. 257 270 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2019.01.033 , 2019. Scientific article

Sigurd Løkse; Robert Jenssen; Ranking Using Transition Probabilities Learned from Multi-Attribute Data Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, vol. 2018-April, pp. 2851 2855 , (ISSN 1520-6149 2379-190X ), doi: https://doi.org/10.1109/ICASSP.2018.8462132 , 2018. Scientific article

Karl Øyvind Mikalsen; Filippo Maria Bianchi; Cristina Soguero Ruiz; Robert Jenssen; Time series cluster kernel for learning similarities between multivariate time series with missing data Pattern Recognition, vol. 76, pp. 569 581 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2017.11.030 , 2017. Scientific article

Karl Øyvind Mikalsen; Cristina Soguero Ruiz; Kasper Jensen; Kristian Hindberg; Mads Gran; Arthur Revhaug; Rolv-Ole Lindsetmo; Stein Olav Skrøvseth; Fred Godtliebsen; Robert Jenssen; Using anchors from free text in electronic health records to diagnose postoperative delirium Computer Methods and Programs in Biomedicine, vol. 152, pp. 105 114 , (ISSN 0169-2607 1872-7565 ), doi: https://doi.org/10.1016/j.cmpb.2017.09.014 , 2017. Scientific article

Sigurd Løkse; Filippo Maria Bianchi; Robert Jenssen; Training Echo State Networks with Regularization Through Dimensionality Reduction Cognitive Computation, vol. 9, pp. 364 378 , (ISSN 1866-9956 1866-9964 ), doi: https://doi.org/10.1007/s12559-017-9450-z , 2017. Scientific article

Filippo Maria Bianchi; Cesare Alippi; Robert Jenssen; Multiplex visibility graphs to investigate recurrent neural network dynamics Scientific Reports, vol. 7, pp. 1 13 , (ISSN 2045-2322 ), doi: https://doi.org/10.1038/srep44037 , 2017. Scientific article

Jonas Nordhaug Myhre; Robert Jenssen; Karl Øyvind Mikalsen; Sigurd Løkse; Robust clustering using a kNN mode seeking ensemble Pattern Recognition, vol. 76, pp. 491 505 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2017.11.023 , 2017. Scientific article

Michael C. Kampffmeyer; Sigurd Løkse; Filippo Maria Bianchi; Robert Jenssen; Lorenzo Livi; Deep kernelized autoencoders Lecture Notes in Computer Science (LNCS), vol. 10269 LNCS, pp. 419 430 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-319-59126-1_35 , 2017. Scientific article

Gustau Camps-Valls; Robert Jenssen; Optimized Kernel Entropy Components IEEE Transactions on Neural Networks and Learning Systems, vol. 28, pp. 1466 1472 , (ISSN 2162-237X 2162-2388 ), doi: https://doi.org/10.1109/TNNLS.2016.2530403 , 2016. Scientific article

Katalin Blix; Gustau Camps-Valls; Robert Jenssen; Gaussian Process Sensitivity Analysis for Oceanic Chlorophyll Estimation IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, pp. 1265 1277 , (ISSN 1939-1404 2151-1535 ), doi: https://doi.org/10.1109/JSTARS.2016.2641583 , 2016. Scientific article

José Luis Rojo-Álvarez; Kristian Hindberg; Stein Olav Skrøvseth; Fred Godtliebsen; Kim Erlend Mortensen; Arthur Revhaug; Rolv-Ole Lindsetmo; Knut Magne Augestad; Robert Jenssen; Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods Journal of Biomedical Informatics, vol. 61, pp. 87 96 , (ISSN 1532-0464 1532-0480 ), doi: https://doi.org/10.1016/j.jbi.2016.03.008 , 2016. Scientific article

José Luis Rojo-Álvarez; Kristian Hindberg; Stein Olav Skrøvseth; Fred Godtliebsen; Kim Erlend Mortensen; Arthur Revhaug; Rolv-Ole Lindsetmo; Knut Magne Augestad; Robert Jenssen; Support vector feature selection for early detection of anastomosis leakage from bag-of-words in electronic health records IEEE Journal of Biomedical and Health Informatics, vol. 20, pp. 1404 1415 , (ISSN 2168-2194 2168-2208 ), doi: https://doi.org/10.1109/JBHI.2014.2361688 , 2016. Scientific article

Gustavo Camps-Valls; Robert Jenssen; Spectral clustering with the probabilistic cluster kernel Neurocomputing, vol. 149, pp. 1299 1304 , (ISSN 0925-2312 1872-8286 ), doi: https://doi.org/10.1016/j.neucom.2014.08.068 , 2015. Scientific article

Inmaculada Mora Jiménez; Robert Jenssen; Knut Magne Augestad; Rolv-Ole Lindsetmo; Stein Olav Skrøvseth; Data-driven Temporal Prediction of Surgical Site Infection AMIA Annual Symposium Proceedings, (ISSN 1559-4076 1942-597X ), 2015. Scientific article

Cristina Soguero-Ruiz; Robert Jenssen; Kernel covariance series smoothing IEEE Workshop on Machine Learning for Signal Processing, vol. 2015-November, pp. 1 6 , (ISSN 2161-0363 2161-0371 ), doi: https://doi.org/10.1109/MLSP.2015.7324380 , 2015. Scientific article

Vidar Vangen Vikjord; Robert Jenssen; Information theoretic clustering using a k-nearest neighbors approach Pattern Recognition, vol. 47, pp. 3070 3081 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2014.03.018 , 2014. Scientific article

Robert Jenssen; Mean Vector Component Analysis for Visualization and Clustering of Nonnegative Data IEEE Transactions on Neural Networks and Learning Systems, vol. 24, pp. 1553 1564 , (ISSN 2162-237X 2162-2388 ), doi: https://doi.org/10.1109/TNNLS.2013.2262774 , 2013. Scientific article

Robert Jenssen; Mean vector component analysis: A New approach to un-centered PCA for non-negative data IEEE Workshop on Machine Learning for Signal Processing, pp. 1 6 , (ISSN 2161-0363 2161-0371 ), doi: https://doi.org/10.1109/MLSP.2013.6661966 , 2013. Scientific article

Robert Jenssen; Vidar Vangen Vikjord; A new information theoretic clustering algorithm based on k-nn IEEE Workshop on Machine Learning for Signal Processing, pp. 1 6 , (ISSN 2161-0363 2161-0371 ), doi: https://doi.org/10.1109/MLSP.2013.6661968 , 2013. Scientific article

Robert Jenssen; Entropy-relevant dimensions in the kernel feature space IEEE Signal Processing Magazine, vol. 30, pp. 30 39 , (ISSN 1053-5888 1558-0792 ), doi: https://doi.org/10.1109/MSP.2013.2249692 , 2013. Scientific article

Gustavo Camps-Valls; Robert Jenssen; Kernel Entropy Component Analysis for Remote Sensing Image Clustering IEEE Geoscience and Remote Sensing Letters, vol. 9, pp. 312 316 , (ISSN 1545-598X 1558-0571 ), doi: https://doi.org/10.1109/LGRS.2011.2167212 , 2012. Scientific article

Robert Jenssen; Klaus R. Müller; A Scatter-Based Prototype Framework and Multi-Class Extension of Support Vector Machines PLOS ONE, vol. 7, (ISSN 1932-6203 ), doi: https://doi.org/10.1371/journal.pone.0042947 , 2012. Scientific article

Robert Jenssen; Kernel Entropy Component Analysis IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, pp. 847 860 , (ISSN 0162-8828 1939-3539 ), doi: https://doi.org/10.1109/TPAMI.2009.100 , 2010. Scientific article

Deniz Erdogmus; Robert Jenssen; Mean shift spectral clustering Pattern Recognition, vol. 41, pp. 1924 1938 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2007.09.009 , 2008. Scientific article

Robert Jenssen; Jose Principe; Torbjørn Eltoft; Information Cut for Clustering using a Gradient Descent Approach Pattern Recognition, vol. 40, pp. 796 806 , (ISSN 0031-3203 1873-5142 ), 2007. Scientific article

Robert Jenssen; Jose C. Principe; Torbjørn Eltoft; The Laplacian classifier IEEE Transactions on Signal Processing, vol. 55, pp. 3262 3271 , (ISSN 1053-587X 1941-0476 ), doi: https://doi.org/10.1109/TSP.2007.894391 , 2007. Scientific article

Deniz Erdogmus; Robert Jenssen; Spectral feature projections that maximize Shannon mutual information with class labels Pattern Recognition, vol. 39, pp. 1241 1252 , (ISSN 0031-3203 1873-5142 ), 2006. Scientific article

Robert Jenssen; Deniz Erdogmus; Torbjørn Eltoft; The Cauchy-Schwarz Divergence and Parzen Windowing: Connections to Graph Theory and Mercer Kernels Journal of the Franklin Institute, vol. 343, pp. 614 629 , (ISSN 0016-0032 1879-2693 ), 2006. Scientific article

Jose Principe; Robert Jenssen; Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing Journal of VLSI Signal Processing Systems for Signal, Image and Video Technology, vol. 45, pp. 67 83 , (ISSN 0922-5773 1573-109X ), 2006. Scientific article

Robert Jenssen; Torbjørn Eltoft; Jose Principe; Some Equivalences Between Kernel Methods and Information Theoretic Methods Journal of VLSI Signal Processing Systems for Signal, Image and Video Technology, vol. 45, pp. 49 65 , (ISSN 0922-5773 1573-109X ), 2006. Scientific article

Robert Jenssen; Jose c. Principe; Torbjørn Eltoft; Optimizing the Cauchy-Schwarz PDF distance for information theoretic, non-parametric clustering Lecture Notes in Computer Science (LNCS), vol. 3757, (ISSN 0302-9743 1611-3349 ), 2005. Scientific article

Robert Jenssen; Torbjørn Eltoft; Independent Component Analysis for Texture Segmentation Pattern Recognition, vol. 36, pp. 2301 2315 , (ISSN 0031-3203 1873-5142 ), 2003. Scientific article

Irene Brox Nilsen; Anita Verpe Dyrrdal; Thea Roksvåg; Julia Lutz; Kolbjørn Engeland; Styrtregn og styrtflom: Hvordan kan vi unngå skader? Naturen, vol. 146, pp. 48 55 , (ISSN 0028-0887 1504-3118 ), doi: https://doi.org/10.18261/naturen.146.1.6 , 2022. Scientific article

Thea Roksvåg; Ingelin Steinsland; Kolbjørn Engeland; A Two-Field Geostatistical Model Combining Point and Areal Observations—A Case Study of Annual Runoff Predictions in the Voss Area Journal of the Royal Statistical Society, Series C (Applied Statistics), vol. 70, pp. 934 960 , (ISSN 0035-9254 1467-9876 ), doi: https://doi.org/10.1111/rssc.12492 , 2021. Scientific article

Ines Hafizovic; Carl-Inge Colombo Nilsen; Sverre Holm; Transformation Between Uniform Linear and Spherical Microphone Arrays With Symmetric Responses IEEE Transactions on Audio, Speech, and Language Processing, vol. 20, pp. 1189 1195 , (ISSN 1558-7916 1558-7924 ), doi: https://doi.org/10.1109/TASL.2011.2173194 , 2012. Scientific article

Ines Hafizovic; Carl-Inge Colombo Nilsen; Kai Morgan Kjølerbakken; Vibeke Jahr; Design and implementation of a MEMS microphone array system for real-time speech acquisition Applied Acoustics, vol. 73, pp. 132 143 , (ISSN 0003-682X 1872-910X ), doi: https://doi.org/10.1016/j.apacoust.2011.07.009 , 2012. Scientific article

Ines Hafizovic; Carl-Inge Colombo Nilsen; Speech enhancement based on a simplified generalized sidelobe canceller structure International Conference on Systems, Signals, and Image Processing, (ISSN 2157-8672 2157-8702 ), 2011. Scientific article

Ines Hafizovic; Carl-Inge Colombo Nilsen; Sverre Holm; Decorrelation for adaptive beamforming applied to arbitrarily sampled spherical microphone arrays Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, (ISSN 1931-1168 1947-1629 ), doi: https://doi.org/10.1109/aspaa.2011.6082300 , 2011. Scientific article

Carl-Inge Colombo Nilsen; Sverre Holm; Wiener Beamforming and the Coherence Factor in Ultrasound Imaging IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, vol. 57, pp. 1329 1346 , (ISSN 0885-3010 1525-8955 ), doi: https://doi.org/10.1109/TUFFC.2010.1553 , 2010. Scientific article

Carl-Inge Colombo Nilsen; Ines Hafizovic; Digital beamforming using a GPU Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, (ISSN 1520-6149 2379-190X ), , 2009. Scientific article

Carl-Inge Colombo Nilsen; Ines Hafizovic; Beamspace Adaptive Beamforming for Ultrasound Imaging IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, vol. 56, pp. 2187 2197 , (ISSN 0885-3010 1525-8955 ), doi: https://doi.org/10.1109/TUFFC.2009.1301 , 2009. Scientific article

Carl Inge Colombo Nilsen; Sverre Holm; Distortion-free delta-sigma beamforming IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, vol. 55, pp. 1719 1728 , (ISSN 0885-3010 1525-8955 ), doi: https://doi.org/10.1109/TUFFC.2008.857 , 2008. Scientific article

Johan-Fredrik Synnevåg; Carl Inge Colombo Nilsen; Sverre Holm; Speckle Statistics in Adaptive Beamforming IEEE International Ultrasonics Symposium Proceedings, pp. 1545 1548 , (ISSN 1051-0117 ), 2007. Scientific article

Carl Inge Colombo Nilsen; Sverre Holm; Distortion-Free Delta-Sigma Beamforming with Dynamic Delays IEEE International Ultrasonics Symposium Proceedings, pp. 2136 2139 , (ISSN 1051-0117 ), 2006. Scientific article

Trenton Wade Schulz; Jo Herstad; Jim Tørresen; Classifying Human and Robot Movement at Home and Implementing Robot Movement Using the Slow In, Slow Out Animation Principle International Journal on Advances in Intelligent Systems, vol. 11, pp. 234 244 , (ISSN 1942-2679 ), doi: https://doi.org/10.1109/ro-man46459.2019.8956355 , 2018. Scientific article