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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
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
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
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
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
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
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
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
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
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
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
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
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
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
Data-driven Temporal Prediction of Surgical Site Infection AMIA Annual Symposium Proceedings, (ISSN 1559-4076 1942-597X ), 2015. Scientific article
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
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
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
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
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
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
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
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
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
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
Information Cut for Clustering using a Gradient Descent Approach Pattern Recognition, vol. 40, pp. 796 806 , (ISSN 0031-3203 1873-5142 ), 2007. Scientific article
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
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
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
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
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
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
Independent Component Analysis for Texture Segmentation Pattern Recognition, vol. 36, pp. 2301 2315 , (ISSN 0031-3203 1873-5142 ), 2003. Scientific article
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
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
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
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
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
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
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
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
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
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
Speckle Statistics in Adaptive Beamforming IEEE International Ultrasonics Symposium Proceedings, pp. 1545 1548 , (ISSN 1051-0117 ), 2007. Scientific article
Distortion-Free Delta-Sigma Beamforming with Dynamic Delays IEEE International Ultrasonics Symposium Proceedings, pp. 2136 2139 , (ISSN 1051-0117 ), 2006. Scientific article
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
Pragmatic Reasoning for Irony Detection With Large Language Models in English and Norwegian - SEMDIAL SemDial Proceedings, pp. 204 209 , (ISSN 2308-2275 ), doi: https://doi.org/https://www.semdial.org/anthology/Z25-Berg_semdial_4421.pdf , 2025. Scientific article
Declarative Design of Spoken Dialogue Systems with Probabilistic Rules SemDial Proceedings, (ISSN 2308-2275 ), , 2012. Scientific article
Self-Understanding and Self-Extension: A Systems and Representational Approach IEEE Transactions on Autonomous Mental Development, vol. 2, pp. 282 303 , (ISSN 1943-0604 ), 2010. Scientific article
Clustering and automatic labelling within time series of categorical observations - with an application to marine log messages Journal of the Royal Statistical Society, Series C (Applied Statistics), vol. 70, pp. 714 732 , (ISSN 0035-9254 1467-9876 ), doi: https://doi.org/10.1111/rssc.12483 , 2021. Scientific article