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Publications published by Cognitive Systems

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Model selection for Gaussian kernel PCA denoising Jørgensen, Kasper Winther ; Hansen, Lars Kai in journal: I E E E Transactions on Neural Networks and Learning Systems (ISSN: 1045-9227) (DOI: 10.1109/TNNLS.2011.2178325) , vol: 23, issue: 1, pages: 163-168, 2012, I E E E Type: Journal article - Journal article Status: published DOI: 10.1109/TNNLS.2011.2178325	2012
Latent semantics as cognitive components Petersen, Michael Kai ; Mørup, Morten ; Hansen, Lars Kai part of: 2nd International Workshop on Cognitive Information Processing (ISBN: 978-1-4244-6457-9) (DOI: 10.1109/CIP.2010.5604233) , pages: 434-439, 2010, IEEE Type: Full conference paper publ. in proceedings/book Presented at: 2nd International Workshop on Cognitive Information Processing (CIP), 2010, Elba Island, Italy Status: published DOI: 10.1109/CIP.2010.5604233	2011
Scalable tensor factorizations for incomplete data Acar, Evrim ; Dunlavy, Daniel M. ; KOlda, Tamara G. ; Mørup, Morten in journal: Chemometrics and Intelligent Laboratory Systems (ISSN: 0169-7439) (DOI: 10.1016/j.chemolab.2010.08.004) , vol: 106, issue: 1, pages: 41-56, 2011, Elsevier BV Type: Journal article - Journal article Status: published DOI: 10.1016/j.chemolab.2010.08.004	2011
Attenuation of beta and gamma oscillations in schizophrenia spectrum patients following hand posture perturbation Arnfred, Sidse M. ; Mørup, Morten ; Thalbitzer, Jørgen ; Jansson, Lennart ; Parnas, Josef in journal: Psychiatry Research (ISSN: 0165-1781) (DOI: 10.1016/j.psychres.2009.10.005) , vol: 185, issue: 1-2, pages: 215-224, 2011, Elsevier Ireland Ltd Type: Journal article - Journal article Status: published DOI: 10.1016/j.psychres.2009.10.005	2011
Augmenting the Sound Experience at Music Festivals using Mobile Phones Larsen, Jakob Eg ; Stopczynski, Arkadiusz ; Larsen, Jan ; Vesterskov, Claus ; Krogsgaard, Peter ; Sondrup, Thomas part of: Proceedings of IUI 2011 (ISBN: 978-1-4503-0419-1) , Type: Full conference paper publ. in proceedings/book Presented at: International Conference on Intelligent User Interfaces (IUI), 2011, Palo Alto, California, USA Status: published	2011
Visualization of nonlinear kernel models in neuroimaging by sensitivity maps Rasmussen, Peter Mondrup ; Madsen, Kristoffer Hougaard ; Lund, Torben Ellegaard ; Hansen, Lars Kai in journal: NeuroImage (ISSN: 1053-8119) (DOI: 10.1016/j.neuroimage.2010.12.035) , vol: 55, issue: 3, pages: 1120-1131, 2011, Academic Press Type: Journal article - Journal article Status: published DOI: 10.1016/j.neuroimage.2010.12.035	2011
Model sparsity and brain pattern interpretation of classification models in neuroimaging Rasmussen, Peter Mondrup ; Madsen, Kristoffer Hougaard ; Churchill, Nathan W ; Hansen, Lars Kai ; Strother, Stephen C in journal: Pattern Recognition (ISSN: 0031-3203) (DOI: 10.1016/j.patcog.2011.09.011) , vol: 45, issue: 6, pages: 2085-2100, 2012, Pergamon Type: Journal article - Journal article Status: published DOI: 10.1016/j.patcog.2011.09.011	2011
Emotional nodes among lines of lyrics Petersen, Michael Kai ; Hansen, Lars Kai part of: Proceedings of 9th IEEE Conference on automatic face and gesture recognition FG 2011 (ISBN: 978-1-4244-9140-7) (DOI: 10.1109/FG.2011.5771355) , pages: 821-826, 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE Conference on automatic face and gesture recognition (FG) - 9, 2011, Santa Barbara, California, USA Status: published DOI: 10.1109/FG.2011.5771355	2011
Serotonin transporter binding in the hypothalamus correlates negatively with tonic heat pain ratings in healthy subjects: A [11C]DASB PET study Kupers, Ron ; Frokjaer, Vibe G. ; Erritzoe, David ; Naert, Arne ; Budtz-Joergensen, Esben ; Nielsen, Finn Årup ; Kehlet, Henrik ; Knudsen, Gitte Moos in journal: NeuroImage (ISSN: 1053-8119) (DOI: 10.1016/j.neuroimage.2010.09.010) , vol: 54, issue: 2, pages: 1336-1343, 2010, Academic Press Type: Journal article - Journal article Status: published DOI: 10.1016/j.neuroimage.2010.09.010	2011
Applications of tensor (multiway array) factorizations and decompositions in data mining Mørup, Morten in journal: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (ISSN: ) (DOI: 10.1002/widm.1) , vol: 1, issue: 1, pages: 24-40, 2011, Wiley Type: Journal article - Journal article Status: published DOI: 10.1002/widm.1	2011
Optimizing the performance of mobile touch interfaces Jakobsen, Brian Høj in series: IMM-B.Eng.-2010-52 (ISBN: ) , 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Bachelor of Engineering thesis] Status: published	2011
How efficient is estimation with missing data? Karadogan, Seliz ; Marchegiani, Letizia ; Hansen, Lars Kai ; Larsen, Jan part of: Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (ISBN: 978-1-4577-0538-0) (DOI: 10.1109/ICASSP.2011.5946932) , pages: 2260-2263, 2011, IEEE, Prague Type: Full conference paper publ. in proceedings/book Presented at: International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, Prague, Czech Republic Status: published DOI: 10.1109/ICASSP.2011.5946932	2011
Sparse Multivariate Modeling: Priors and Applications Henao, Ricardo in series: IMM-PHD-2011-253 (ISBN: ) , 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - Ph.d.-thesis Status: published	2011
Multistage audiovisual integration of speech: dissociating identification and detection Eskelund, Kasper ; Tuomainen, Jyrki ; Andersen, Tobias in journal: Experimental Brain Research (ISSN: 0014-4819) (DOI: 10.1007/s00221-010-2495-9) , vol: 208, pages: 447-457, 2011, Springer Type: Journal article - Journal article Status: published DOI: 10.1007/s00221-010-2495-9	2011
Functional Brain Imaging by EEG: A Window to the Human Mind Stahlhut, Carsten in series: IMM-PHD-2011-254 (ISBN: ) , 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - Ph.d.-thesis Status: submitted	2011
Context-dependent literature search: a support for functional imaging coordinate-based databases Wilkowski, Bartlomiej ; Hansen, Lars Kai in journal: B M C Bioinformatics (ISSN: 1471-2105) (DOI: ) , 2011, BioMed Central Ltd. Type: Journal article - Journal article Status: submitted	2011
Discovery Browsing with Semantic Predications and Graph Theory Wilkowski, Bartlomiej ; Fiszman, Marcelo ; Miller, Christopher ; Hristovski, Dimitar ; Arabandi, Sivaram ; Rosemblat, Graciela ; Rindflesch, Thomas/C part of: AMIA 2011 Proceedings (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: AMIA 2011 Annual Symposium, 2011, Wasington, USA Status: published	2011
A bottom-up approach to MEDLINE indexing recommendations Jimeno-Yepes, Antonio ; Wilkowski, Bartlomiej ; Mork, James/G ; Van Lenten, Elizabeth ; Demner Fushman, Dina ; Aronson, Alan/R part of: AMIA 2011 Proceedings (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: AMIA 2011 Annual Symposium, 2011, Wasington, USA Status: published	2011
Multi-level contextual event detection Stopczynski, Arkadiusz in series: IMM-M.Sc.-2011-21 (ISBN: ) , 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2011
Semantiske analysemodeller : Med fokus på brugergenereret data Lange, Jens Christian ; Petersen, Michael Kai ; Larsen, Jakob Eg in series: IMM-M.Sc.-2011-26 (ISBN: ) , 2011 Type: Report - Report Status: published	2011
Inference in complex networks Herlau, Tue in series: IMM-M.Sc.-2011-27 (ISBN: ) , 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2011
Interaktionsdesign og brugervenlighed i et behandlingsforløb ved sundhedsvæsenet Laursen, Jesper Grann in series: IMM-M.Sc.-2011-30 (ISBN: ) , 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2011
Hyperspectral Image Analysis of Food Quality Arngren, Morten in series: IMM-PHD-2011-255 (ISBN: ) , 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - Ph.d.-thesis Status: submitted	2011
The Xsense project: The application of an intelligent sensor array for high sensitivity handheld explosives detectors Kostesha, Natalie ; Schmidt, Michael Stenbæk ; Bosco, Filippo ; Olsen, Jesper Kenneth ; Johnsen, Carsten ; Nielsen, Kent A ; Jeppesen, Jan Oskar ; Alstrøm, Tommy Sonne ; Larsen, Jan ; Thundat, Thomas ; Jakobsen, Mogens Havsteen ; Boisen, Anja part of: Proceedings of IEEE Sensors Applications Symposium (ISBN: 978-1-4244-8063-0) (DOI: 10.1109/SAS.2011.5739782) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: 2011 IEEE Sensors Applications Symposium (SAS 2011), 2011, San Antonio, TX Status: published DOI: 10.1109/SAS.2011.5739782	2011
Semantic Approaches for Knowledge Discovery and Retrieval in Biomedicine Wilkowski, Bartlomiej in series: IMM-PHD (ISSN: 0909-3192) (ISBN: ) , pages: 133, 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - Ph.d.-thesis Status: published	2011
Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources Petersen, Michael Kai ; Stahlhut, Carsten ; Stopczynski, Arkadiusz ; Larsen, Jakob Eg ; Hansen, Lars Kai part of: Affective Computing and Intelligent Interaction, 4th International Conference, ACII 2011 Memphis, TN, USA, October 9-12, 2011 Proceedings, Part II (ISBN: 978-3-642-24570-1) (DOI: 10.1007/978-3-642-24571-8_72) , pages: 578-587, 2011, Springer Type: Full conference paper publ. in proceedings/book Presented at: Conference of the HUMAINE Association on Affective Computing and Intelligent Interaction, Workshop on Machine Learning for Affective Computing (ACII & MLAC) - 4, 2011, Memphis, Tennessee, USA Status: published DOI: 10.1007/978-3-642-24571-8_72	2011
Observing the context of use of a media player on mobile phones using embedded and virtual sensors Larsen, Jakob Eg ; Petersen, Michael Kai ; Zandi, Nima ; Handler, Rasmus in journal: Wi: Journal of Mobile Media (ISSN: 1918-2104) (DOI: ) , issue: Spring, 2011, Mobile Media Lab Type: Journal article - Journal article Status: published	2011
Sparse Linear Identifiable Multivariate Modeling Henao, Ricardo ; Winther, Ole in journal: Journal of Machine Learning Research (ISSN: 1532-4435) (DOI: ) , vol: 12, pages: 863-905, 2011 Type: Journal article - Journal article Status: published	2011
Frontal cortex serotonin transporter binding is positively associated with basal physiological stress reactivity in healthy volunteers Frokjaer, V. G. ; Erritzoe, D. ; Jensen, P. ; Rasmussen, Peter Mondrup ; Holst, K. K. ; Madsen, J. ; Baare, W. ; Knudsen, G. M. in journal: European Neuropsychopharmacology (ISSN: 0924-977X) (paperid: P.3.019) , vol: 21, issue: Suppl. 1, pages: S74, 2011, Elsevier BV Type: Full conference paper publ. in journal Presented at: ECNP Workshop on Neuropsychopharmacology for Young Scientists in Europe, 2011, Nice, France Status: published	2011
In Vivo Imaging of Cerebral Serotonin Transporter and Serotonin(2A) Receptor Binding in 3,4-Methylenedioxymethamphetamine (MDMA or "Ecstasy") and Hallucinogen Users Erritzoe, David ; Frokjaer, Vibe G. ; Holst, Klaus K. ; Christoffersen, Maria ; Johansen, Sys S. ; Svarer, Claus ; Madsen, Jacob ; Rasmussen, Peter Mondrup ; Ramsoy, Thomas ; Jernigan, Terry L. ; Knudsen, Gitte M. in journal: Archives of General Psychiatry (ISSN: 0003-990X) (DOI: 10.1001/archgenpsychiatry.2011.56) , vol: 68, issue: 6, pages: 562-576, 2011, American Medical Association Type: Journal article - Journal article Status: published DOI: 10.1001/archgenpsychiatry.2011.56	2011
Multi-colorimetric sensor array for detection of explosives in gas and liquid phase Kostesha, Natalie ; Alstrøm, Tommy Sonne ; Johnsen, C. ; Nielsen, K. A. ; Jeppesen, J. O. ; Larsen, Jan ; Boisen, Anja ; Jakobsen, Mogens Havsteen in journal: Proceedings of SPIE, the International Society for Optical Engineering (ISSN: 0277-786X) (DOI: 10.1117/12.883895) , vol: 8018, 2011 Type: Full conference paper publ. in journal Presented at: Chemical, Biological, Radiological, Nuclear, and Explosives Sensing (CBRNE) - 12, 2011, Orlando, Forida, USA Status: published DOI: 10.1117/12.883895	2011
Good Friends, Bad News - Affect and Virality in Twitter Hansen, Lars Kai ; Arvidsson, Adam ; Nielsen, Finn Årup ; Colleoni, Elanor ; Etter, Michael part of: Future Information Technology, 6th International Conference, FutureTech 2011 - Loutraki, Greece, June 28-30, 2011 - Proceedings, Part II (ISBN: 978-3-642-22308-2) (DOI: 10.1007/978-3-642-22309-9) , 2011, Springer Type: Full conference paper publ. in proceedings/book Presented at: FTRA International Conference on Future Information Technology (FutureTech) - 6, 2011, Loutraki, Greece Status: published DOI: 10.1007/978-3-642-22309-9	2011
What to measure next to improve decision making? On top-down task driven feature saliency Hansen, Lars Kai ; Karadogan, Seliz ; Marchegiani, Letizia part of: 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB) (ISBN: 978-1-4244-9890-1) (DOI: 10.1109/CCMB.2011.5952120) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2011, Paris, France Status: published DOI: 10.1109/CCMB.2011.5952120	2011
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis Abrahamsen, Trine Julie ; Hansen, Lars Kai in journal: Journal of Machine Learning Research (ISSN: 1532-4435) (DOI: ) , vol: 12, pages: 2027-2044, 2011 Type: Journal article - Journal article Status: published	2011
Task-dependent modulation of oscillatory neural activity during movements : Abstract Herz, D. M. ; Christensen, M. S. ; Reck, C. ; Florin, E. ; Barbe, M. T. ; Stahlhut, Carsten ; Tittgemeyer, M. ; Pauls, K. A. M. ; Siebner, H.R. ; Timmermann, L. in journal: Basal Ganglia (ISSN: 2210-5336) (DOI: 10.1016/j.baga.2011.06.023) , vol: 1, issue: 2, pages: 113, 2011 Type: Full conference paper publ. in journal Presented at: International Symposium of the Clinical Research Group 219, Basal-Ganglia-Cortex Loops: Pathological Interaction and Therapeutic Modulation, 2011, Cologne, Germany Status: published DOI: 10.1016/j.baga.2011.06.023	2011
A Smartphone Interface for a Wireless EEG Headset with Real-Time 3D Reconstruction Stopczynski, Arkadiusz ; Larsen, Jakob Eg ; Stahlhut, Carsten ; Petersen, Michael Kai ; Hansen, Lars Kai part of: Affective Computing and Intelligent Interaction, 4th International Conference, ACII 2011 Memphis, TN, USA, October 9-12, 2011 Proceedings, Part II (ISBN: 978-3-642-24570-1) (DOI: 10.1007/978-3-642-24571-8_40) , pages: 317-318, 2011, Springer Type: Full conference paper publ. in proceedings/book Presented at: Conference of the HUMAINE Association on Affective Computing and Intelligent Interaction (ACII) - 4, 2011, Memphis, Tennessee, USA Status: published DOI: 10.1007/978-3-642-24571-8_40	2011
Xsense: a miniaturised multi-sensor platform for explosives detection Schmidt, Michael Stenbæk ; Kostesha, Natalie ; Bosco, Filippo ; Olsen, Jesper Kenneth ; Johnsen, Carsten ; Nielsen, Kent A. ; Jeppesen, Jan Oskar ; Alstrøm, Tommy Sonne ; Larsen, Jan ; Thundat, Thomas ; Jakobsen, Mogens Havsteen ; Boisen, Anja in journal: Proceedings of SPIE, The international society for optical engineering (ISSN: 0277786x) (DOI: 10.1117/12.884050) , vol: 8031, issue: 1, pages: 803123-7, 2011 Type: Full conference paper publ. in journal Presented at: Micro- and Nanotechnology Sensors, Systems, and Applications III, 2011, Orlando, Florida, USA Status: published DOI: 10.1117/12.884050	2011
Audiovisual integration in speech perception: a multi-stage process Eskelund, Kasper ; Tuomainen, Jyrki ; Andersen, Tobias part of: Proceedings of the International Symposium on Auditory and Audiological Research 2011 (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: International Symposium on Auditory and Audiological Research (ISAAR), 2011, Nyborg, Denmark Status: published	2011
Regularized Pre-image Estimation for Kernel PCA De-noising : Input Space Regularization and Sparse Reconstruction Abrahamsen, Trine Julie ; Hansen, Lars Kai in journal: Journal of Signal Processing Systems (ISSN: 1939-8018) (DOI: 10.1007/s11265-010-0515-4) , vol: 65, issue: 3, pages: 403-412, 2011, Springer New York LLC Type: Journal article - Journal article Status: published DOI: 10.1007/s11265-010-0515-4	2011
A Randomized Heuristic for Kernel Parameter Selection with Large-scale Multi-class Data Hansen, Toke Jansen ; Abrahamsen, Trine Julie ; Hansen, Lars Kai part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064582) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064582	2011
Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI Abrahamsen, Trine Julie ; Hansen, Lars Kai in journal: Pattern Recognition Letters (ISSN: 0167-8655) (DOI: 10.1016/j.patrec.2011.08.006) , vol: 32, issue: 15, pages: 2080-2085, 2011, Elsevier BV North-Holland Type: Journal article - Journal article Status: published DOI: 10.1016/j.patrec.2011.08.006	2011
Mining of Ship Operation Data for Energy Conservation Petersen, Jóan Petur in series: IMM-PHD-2011 (ISSN: 0909-3192) (ISBN: ) , pages: 104, 2011, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - Ph.d.-thesis Status: submitted	2011
Infinite multiple membership relational modeling for complex networks Mørup, Morten ; Schmidt, Mikkel Nørgaard ; Hansen, Lars Kai part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064546) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064546	2011
Top-down attentionwith features missing at random Karadogan, Seliz ; Marchegiani, Letizia ; Larsen, Jan ; Hansen, Lars Kai part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064577) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064577	2011
Transformation invariant sparse coding Mørup, Morten ; Schmidt, Mikkel Nørgaard part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064547) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064547	2011
Non-parametric co-clustering of large scale sparse bipartite networks on the GPU Hansen, Toke Jansen ; Mørup, Morten ; Hansen, Lars Kai part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064611) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064611	2011
Large scale topic modeling made practical Wahlgreen, Bjarne Ørum ; Hansen, Lars Kai part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064628) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064628	2011
Monocular Visual Deprivation Suppresses Excitability in Adult Human Visual Cortex Lou, Astrid Rosenstand ; Madsen, Kristoffer Hougaard ; Paulson, Olaf Bjarne ; Julian, Hanne Olsen ; Prause, Jan Ulrik ; Siebner, Hartwig Roman ; Kjaer, Troels Wesenberg in journal: Cerebral Cortex (ISSN: 1047-3211) (DOI: 10.1093/cercor/bhr082) , vol: 21, issue: 12, pages: 2876-2882, 2011, Oxford University Press Type: Journal article - Journal article Status: published DOI: 10.1093/cercor/bhr082	2011
A hierarchical model for ordinal matrix factorization Paquet, Ulrich ; Thomson, Blaise ; Winther, Ole in journal: Statistics and Computing (ISSN: 0960-3174) (DOI: 10.1007/s11222-011-9264-x) , 2011, Springer New York LLC Type: Journal article - Journal article Status: epublished DOI: 10.1007/s11222-011-9264-x	2011
Predictive Active Set Selection Methods for Gaussian Processes Henao, Ricardo ; Winther, Ole in journal: Neurocomputing (ISSN: 0925-2312) (DOI: 10.1016/j.neucom.2011.09.017) , 2011, Elsevier BV Type: Journal article - Journal article Status: epublished DOI: 10.1016/j.neucom.2011.09.017	2011
A new ANEW: Evaluation of a word list for sentiment analysis in microblogs Nielsen, Finn Årup part of: Proceedings of the ESWC2011 Workshop on 'Making Sense of Microposts': Big things come in small packages (ISBN: ) , pages: 93-98, 2011 Type: Full conference paper publ. in proceedings/book Presented at: Workshop on 'Making Sense of Microposts, Big things come in small packages (ESWC), 2011, Heraklion, Crete Status: published	2011
Efficient preference learning with pairwise continuous observations and Gaussian Processes Jensen, Bjørn Sand ; Nielsen, Jens Brehm ; Larsen, Jan part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064616) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064616	2011
Capture of exogenous attention modulates the attentional blink Nielsen, Simon ; Andersen, Tobias part of: Proceedings of the Cognitive Neurosciences Society's Annual meeting 2011 (ISBN: ) , 2011 Type: Conference contribution (posters, abstracts) - Conference abstract Presented at: Cognitive Neurosciences Society's Annual meeting (CNS) - 2011, 2011, San Francisco, California, USA Status: published	2011
The Attentional Blink is Modulated by First Target Contrast: Implications of an Attention Capture Hypothesis Nielsen, Simon ; Andersen, Tobias part of: Proceedings of the Cognitive Neurosciences Society's Annual meeting 2011 (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: Cognitive Sciences Society's Annual meeting (CogSci), 2011, Boston, Massachusetts, USA Status: published	2011
Artificial Neural Networks for Nonlinear Dynamic Response Simulation in Mechanical Systems Christiansen, Niels Hørbye ; Høgsberg, Jan Becker ; Winther, Ole part of: Proceedings of the 24th Nordic Seminar on Computational Mechanics (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: NSCM-24, 2011, Helsinki, Finland Status: published	2011
PHYCAA: Data-driven measurement and removal of physiological noise in BOLD fMRI Churchill, Nathan W. ; Yourganov, Grigori ; Spring, Robyn ; Rasmussen, Peter Mondrup ; Lee, Wayne ; Ween, Jon E. ; Strother, Stephen C. in journal: NeuroImage (ISSN: 1053-8119) (DOI: 10.1016/j.neuroimage.2011.08.021) , vol: 59, issue: 2, pages: 1299-1314, 2012, Academic Press Type: Journal article - Journal article Status: published DOI: 10.1016/j.neuroimage.2011.08.021	2011
Functional connectivity metrics during stroke recovery Yourganov, Grigori ; Schmah, Tanya ; Small, Steven L. ; Rasmussen, Peter Mondrup ; Strother, Stephen C. in journal: Archives Italiennes de Biologie (ISSN: 0003-9829) , vol: 148, issue: 3, Sp. Iss. SI, pages: 259-270, 2010, Edizioni/Plus - Universita di Pisa (Pisa University Press) Type: Journal article - Journal article Status: published	2011
Data representation and feature selection for colorimetric sensor arrays used as explosives detectors Alstrøm, Tommy Sonne ; Larsen, Jan ; Kostesha, Natalie ; Jakobsen, Mogens Havsteen ; Boisen, Anja part of: 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4577-1621-8) (DOI: 10.1109/MLSP.2011.6064615) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011, Beijing, China Status: published DOI: 10.1109/MLSP.2011.6064615	2011
Analysis of Pregerminated Barley Using Hyperspectral Image Analysis Arngren, Morten ; Hansen, Per Waaben ; Eriksen, Birger ; Larsen, Jan ; Larsen, Rasmus in journal: Journal of Agricultural and Food Chemistry (ISSN: 0021-8561) (DOI: 10.1021/jf202122y) , vol: 59, issue: 21, pages: 11385-11394, 2011 Type: Journal article - Journal article Status: published DOI: 10.1021/jf202122y	2011
Trends in Machine Learning for Signal Processing Adali, Tulay ; Miller, David J. ; Diamantaras, Konstantinos I. ; Larsen, Jan in journal: I E E E - Signal Processing Magazine (ISSN: 1053-5888) (DOI: 10.1109/MSP.2011.942319) , vol: 28, issue: 6, pages: 193-196, 2011, I E E E Type: Journal article - Journal article Status: published DOI: 10.1109/MSP.2011.942319	2011
Mathematical modeling and visualization of functional neuroimages Rasmussen, Peter Mondrup in series: IMM-PHD-2011 (ISSN: 0909-3192) (ISBN: ) , pages: 149, 201112, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - Ph.d.-thesis Status: submitted	2011
An Electronic Patch for Wearable Health Monitoring by Reflectance Pulse Oximetry Haahr, Rasmus Grønbek ; Duun, Sune Bro ; Toft, Mette H. ; Belhage, Bo ; Larsen, Jan ; Birkelund, Karen ; Thomsen, Erik Vilain in journal: I E E E Transactions on Biomedical Circuits and Systems (ISSN: 1932-4545) (DOI: 10.1109/TBCAS.2011.2164247) , vol: 6, issue: 1, pages: 45-53, 2012, I E E E Type: Journal article - Journal article Status: published DOI: 10.1109/TBCAS.2011.2164247	2011
The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry’s Experiment after Sixty Years Marchegiani, Letizia ; Karadogan, Seliz ; Andersen, Tobias ; Larsen, Jan ; Hansen, Lars Kai part of: Proceedings of the tenth International Conference on Machine Learning and Applications (ICMLA'11) (ISBN: ) , 2011, IEEE Type: Full conference paper publ. in proceedings/book Presented at: International Conference on Machine Learning and Applications (ICMLA) - 10, 2011, Honolulu, Hawaii Status: published	2011
Archetypal analysis for machine learning and data mining Mørup, Morten ; Hansen, Lars Kai in journal: Neurocomputing (ISSN: 0925-2312) (DOI: 10.1016/j.neucom.2011.06.033) , 2011, Elsevier BV Type: Journal article - Journal article Status: epublished DOI: 10.1016/j.neucom.2011.06.033	2011
Frequency Constrained ShiftCP Modeling of Neuroimaging Data Mørup, Morten ; Hansen, Lars Kai ; Madsen, Kristoffer H. part of: Procedings of the Asilomar Conference on Signals, Systems and Computers (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: Asilomar Conference on Signals, Systems, and Computers (SS&C), 2011, Pacific Grove, California, USA (Invited conference contribution) Status: published	2011
Modeling Latency and Shape Changes in Trial Based Neuroimaging Data Mørup, Morten ; Hansen, Lars Kai ; Madsen, Kristoffer Hougaard part of: Procedings of the Asilomar Conference on Signals, Systems and Computers (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: Asilomar Conference on Signals, Systems, and Computers (SS&C), 2011, Pacific Grove, California, USA Status: published	2011
Ordinal models of audiovisual speech perception Andersen, Tobias part of: Proceedings of the International Symposium on Auditory and Audiological Research 2011 (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: International Symposium on Auditory and Audiological Research (ISAAR), 2011, Nyborg, Denmark Status: published	2011
An ordinal model of the McGurk illusion Andersen, Tobias part of: Proceedings of AVSP (ISBN: ) , pages: 81-86, 2011 Type: Full conference paper publ. in proceedings/book Presented at: International Conference on Auditory-Visual Speech Processing (AVSP), 2011, Volterra, Italy Status: published	2011
Mobile Context Toolbox - An Extensible Context Framework for the Maemo Platform Stopczynski, Arkadiusz ; Larsen, Jakob Eg ; Skomial, Lukasz part of: Acta Universatis Lappeenrantaensis 440, Selected Papers from Fruct 8 (ISBN: 978-952-265-119-8) , pages: 81, 2011, Lappeenranta University of Technology Type: Full conference paper publ. in proceedings/book Presented at: Conference of Finnish-Russian University Cooperation in Telecommunications (FRUCT) - 8, 2010, Lappeenranta, Finland Status: published	2011
IEEE International Workshop on Machine Learning for Signal Processing: Preface Tan, Tieniu ; Katagiri, Shigeru ; Tao, Jianhua ; Nakamura, Atsushi ; Larsen, Jan in series: (ISSN: 2161-0371) (ISBN: 978‐1‐4577‐1623‐2) , 2011, IEEE Type: Book - Book Status: published DOI: 10.1109/MLSP.2011.6064499	2011
On Sparse Multi-Task Gaussian Process Priors for Music Preference Learning Nielsen, Jens Brehm ; Jensen, Bjørn Sand ; Larsen, Jan part of: Proceedings of NIPS 2011 (ISBN: ) , 2011 Type: Full conference paper publ. in proceedings/book Presented at: Annual Conference on Neural Information Processing Systems, CMPL workshop (NIPS) - 25, 2011, Granada, Spain Status: published	2011
Graph-Based Methods for Discovery Browsing with Semantic Predications Wilkowski, Bartlomiej ; Fiszman, Marcelo ; Miller, Christopher M ; Hristovski, Dimitar ; Arabandi, Sivaram ; Rosemblat, Graciela ; Rindflesch, Thomas C in journal: A A M I Annual Meeting. Proceedings (ISSN: 0146-146X) , vol: 2011, pages: 1514-1523, 2011 Type: Full conference paper publ. in journal Presented at: AMIA Annual Symposium, 2011, Wasington, USA Status: published	2011
Mobil Sundheds IT : Analyse af en konkret case i den kommunale hjemmepleje Præstegaard Nørregaard, Stinne Maria in series: IMM-M.Sc.-2010-15 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Data–driven modeling of nano-nose gas sensor arrays Alstrøm, Tommy Sonne ; Larsen, Jan ; Nielsen, Claus Højgård ; Larsen, Niels Bent part of: SPIE, Defense, Security and Sensing (ISBN: ) , 2010 Type: Full conference paper publ. in proceedings/book Presented at: SPIE, Defense, Security and Sensing - 7697-30, 2010 Status: published	2010
MuZeeker - Adapting a music search engine for mobile phones Larsen, Jakob Eg ; Halling, Søren Christian ; Sigurdsson, Magnus Kristinn ; Hansen, Lars Kai part of: Mobile Multimedia Processing, Fundamentals, Methods, and Applications (DOI: 10.1007/978-3-642-12349-8_9) , pages: 154-169, 2010, Springer Type: Book chapter Status: published	2010
People, places and playlists: modeling soundscapes in a mobile context Zandi, Nima ; Handler, Rasmus ; Larsen, Jakob Eg ; Petersen, Michael Kai part of: CPR 2010, The Second International Workshop on Mobile Multimedia Processing (ISBN: ) , 2010 Type: Full conference paper publ. in proceedings/book Presented at: The Second International Workshop on Mobile Multimedia Processing, 2010, Instanbul, Turkey Status: published	2010
ContextTag - Context-aware media annotation utilizing Social Networks Manniche, Christian in series: IMM-M.Sc.-2010-34 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Context Mining Ciosek, Tomasz Lukasz in series: IMM-M.Sc.-2010-40 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Computing the Minimum-Phase Filter using the QL-Factorization Hansen, Morten ; Christensen, Lars P.B. ; Winther, Ole in journal: I E E E Transactions on Signal Processing (ISSN: 1053-587X) (DOI: 10.1109/TSP.2010.2045795) , vol: 58, issue: 6, pages: 3195-3205, 2010, I E E E Type: Journal article - Journal article Status: published DOI: 10.1109/TSP.2010.2045795	2010
Seasonal Changes in Brain Serotonin Transporter Binding in Short Serotonin Transporter Linked Polymorphic Region-Allele Carriers but Not in Long-Allele Homozygotes Kalbitzer, Jan ; Erritzoe, David ; Holst, Klaus K ; Nielsen, Finn Årup ; Marner, Lisbeth ; Lehel, Szabolcs ; Arentzen, Tine ; Jernigan, Terry L ; Knudsen, Gitte M. in journal: Biological Psychiatry (ISSN: 0006-3223) (DOI: 10.1016/j.biopsych.2009.11.027) , vol: 67, issue: 11, pages: 1033-1039, 2010, Elsevier Inc. Type: Journal article - Journal article Status: published DOI: 10.1016/j.biopsych.2009.11.027	2010
Distributed Topic Modeling of Web-scale Text Corpora Wahlgreen, Bjarne Ørum in series: IMM-M.Sc.-2010-45 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Utilizing context awareness to enrich relations in social networks Pawlak, Blazej Andrzej in series: IMM-M.Sc.-2010-48 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Medical decision support systems for sepsis Jeppesen, Signe Søndergaard in series: IMM-M.Sc.-2010-44 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Semi-Supervised Kernel PCA Walder, Christian ; Henao, Ricardo ; Mørup, Morten ; Hansen, Lars Kai in series: IMM-Technical Report-2010-10 (ISBN: ) , 2010, DTU Informatics, Building 321, Kgs. Lyngby, Denmark Type: Report - Report Status: published	2010
Modeling lyrics as emotional semantics Petersen, Michael Kai ; Hansen, Lars Kai part of: (ISBN: ) , Type: Full conference paper publ. in proceedings/book Presented at: YoungCT 2010, KAIST Korea Advanced Institute of Science and Technology, 2010, Korea Status: published	2010
Preference based personalization of hearing aids Nielsen, Jens Brehm in series: IMM-M.Sc.-2010 (ISBN: ) , pages: 112, 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Collecting, Analysing and Visualising Context Data for Enriching Relationships - Using a Mobile Social Networking Application Hommelhoff Jensen, Jakob ; Larsen, Regin in series: IMM-M.Sc.-2010-70 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Intelligent signal processing for loudspeaker protection Christiansen, Theis in series: IMM-M.Sc.-2010-52 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Intrusion Detection System for Classifying Process Behavior Trung, Nguyen Quang in series: IMM-M.Sc.-2010-58 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Signal processing of visual behavior - Eye tracking and EEG Rabøl, Ditlev Munk in series: IMM-M.Sc.-2010-75 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Lydmiljøklassifikation Fazzi, Stefano in series: IMM-M.Sc.-2010-76 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Development of Desktop Computing Applications and Engineering Tools on GPUs Sørensen, Hans Henrik Brandenborg ; Glimberg, Stefan Lemvig ; Hansen, Toke Jansen ; Frisvad, Jeppe Revall ; Engsig-Karup, Allan Peter part of: (ISBN: ) , Type: Conference contribution (posters, abstracts) - Poster presentation Presented at: GPU Technology Conference 2010, 2010, San Jose, California, USA Status: published	2010
Archetypal Analysis for Machine Learning Mørup, Morten ; Hansen, Lars Kai part of: IEEE International Workshop on Machine Learning for Signal Processing (ISBN: 978-1-4244-7875-0) (DOI: 10.1109/MLSP.2010.5589222) , pages: 172, 2010, IEEE Type: Full conference paper publ. in proceedings/book Presented at: IEEE Workshop on Machine Learning for Signal Processing (MLSP), 2010 Status: published DOI: 10.1109/MLSP.2010.5589222	2010
Scalable Tensor Factorizations with Missing Data Acar, Evrim ; Dunlavy, Daniel M. ; Kolda, Tamara G. ; Mørup, Morten part of: Proceedings of the 2010 SIAM International Conference on Data Mining (ISBN: ) , pages: 701-712, 2010 Type: Full conference paper publ. in proceedings/book Presented at: Siam Datamining 2010 (SDM 2010), 2010 Status: published	2010
Sparse Spatio-temporal Inference of Electromagnetic Brain Sources Stahlhut, Carsten ; Attias, Hagai Thomas ; Wipf, David ; Hansen, Lars Kai ; Nagarajan, Srikantan S. in journal: Lecture Notes in Computer Science (ISSN: 0302-9743) (DOI: 10.1007/978-3-642-15948-0_20) , vol: 6357, pages: 157-164, 2010, Springer Type: Full conference paper publ. in journal Presented at: International Workshop on Machine Learning in Medical Imaging (MLMI), In conjunction with MICCAI 2010, 2010 Status: published DOI: 10.1007/978-3-642-15948-0_20	2010
T1 difficulty modulates the attentional blink only when T1 is unmasked Nielsen, Simon ; Andersen, Tobias part of: Journal of Vision (ISSN: 1534-7362) (DOI: 10.1167/10.7.204) , pages: 204, 2010, Association for Research in Vision and Ophthalmology Type: Conference contribution (posters, abstracts) - Poster presentation Presented at: Vision Sciences Society (VSS10), 2010, Naples, Florida, USA Status: published DOI: 10.1167/10.7.204 ; 10.1167/10.7.204	2010
Collaborative approach to mobile context awareness Skomial, Lukasz Tomasz in series: IMM-M.Sc.-2010-88 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Unified approach to management of distributed personal information Szymanski, Piotr in series: IMM-M.Sc.-2010-01 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Master thesis] Status: published	2010
Kontekst-baserede forslag til sociale arrangementer Wordenskjold Jarlskov, Jesper in series: IMM-B.Sc.-2010-03 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Bachelor thesis] Status: published	2010
The context-aware phonebook Stendal Sørensen, Bo in series: IMM-B.Sc.-2010-06 (ISBN: ) , 2010, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark Type: Academic dissertation - [Bachelor thesis] Status: published	2010
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