Publications published by Cognitive Systems

FindZebra: A search engine for rare diseases

Dragusin, Radu ; Petcu, Paula ; Lioma, Christina Amalia ; Larsen, Birger ; Jørgensen, Hans Henrik ; Cox, Ingemar ; Hansen, Lars Kai ; Ingwersen, Peter ; Winther, Ole

in journal: International Journal of Medical Informatics (ISSN: 1386-5056) (DOI: http://dx.doi.org/10.1016/j.ijmedinf.2013.01.005), vol: 82, issue: 6, pages: 528–538, 2013

Type: Journal article - Journal article

DOI: 10.1016/j.ijmedinf.2013.01.005

The effect of exposure duration on visual character identification in single, whole and partial report

Petersen, Anders ; Andersen, Tobias

in journal: Journal of Experimental Psychology: Human Perception and Performance (ISSN: 0096-1523) (DOI: http://dx.doi.org/10.1037/a0026728), vol: 38, issue: 2, pages: 498-514, 2012

Type: Journal article - Journal article

DOI: 10.1037/a0026728

Predictive Active Set Selection Methods for Gaussian Processes

Henao, Ricardo ; Winther, Ole

in journal: Neurocomputing (ISSN: 0925-2312) (DOI: http://dx.doi.org/10.1016/j.neucom.2011.09.017), vol: 80, issue: 15, 2012

Type: Journal article - Journal article

DOI: 10.1016/j.neucom.2011.09.017

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: http://dx.doi.org/10.1109/TNNLS.2011.2178325), vol: 23, issue: 1, pages: 163-168, 2012

Type: Journal article - Journal article

DOI: 10.1109/TNNLS.2011.2178325

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: http://dx.doi.org/10.1016/j.patcog.2011.09.011), vol: 45, issue: 6, pages: 2085-2100, 2012

Type: Journal article - Journal article

DOI: 10.1016/j.patcog.2011.09.011

A Machine-Learning Approach to Predict Main Energy Consumption under Realistic Operational Conditions

Petersen, Jóan Petur ; Winther, Ole ; Jacobsen, Daniel J

in journal: Ship Technology Research (ISSN: 0937-7255), vol: 59, issue: 1, pages: 64-72, 2012

Type: Journal article - Journal article

HemaExplorer: a Web server for easy and fast visualization of gene expression in normal and malignant hematopoiesis

Bagger, Frederik Otzen ; Rapin, Nicolas ; Theilgaard-Mönch, Kim ; Kaczkowski, Bogumil ; Jendholm, Johan ; Winther, Ole ; Porse, Bo

in journal: Blood (ISSN: 0006-4971) (DOI: http://dx.doi.org/10.1182/blood-2012-05-427310), vol: 119, issue: 26, pages: 6394-6395, 2012

Type: Letter - Letter

DOI: 10.1182/blood-2012-05-427310

Detecting Hierarchical Structure in Networks

Herlau, Tue ; Mørup, Morten ; Schmidt, Mikkel Nørgaard ; Hansen, Lars Kai

part of: 2012 3rd International Workshop on Cognitive Information Processing (CIP) (ISBN: 978-1-4673-1877-8), 2012, IEEE,

Type: Article in proceedings - Article in proceedings

Presented at: 3rd International Workshop on Cognitive Information Processing (CIP), Baiona

DOI: 10.1109/CIP.2012.6232913

Attention: A Machine Learning Perspective

Hansen, Lars Kai

part of: 2012 3rd International Workshop on Cognitive Information Processing (CIP) (ISBN: 978-1-4673-1877-8), 2012, IEEE,

Type: Article in proceedings - Article in proceedings

Presented at: 3rd International Workshop on Cognitive Information Processing (CIP), Baiona

DOI: 10.1109/CIP.2012.6232894

Bayesian community detection.

Mørup, Morten ; Schmidt, Mikkel Nørgaard

in journal: Neural Computation (ISSN: 0899-7667) (DOI: http://dx.doi.org/10.1162/NECO_a_00314), vol: 24, issue: 9, pages: 2434-2456, 2012

Type: Journal article - Journal article

DOI: 10.1162/NECO_a_00314

Temporal constraints on visual perception: A psychophysical investigation of the relation between attention capture and the attentional blink

Nielsen, Simon ; Andersen, Tobias ; Hansen, Lars Kai

Type: Ph.d. thesis - Ph.d. thesis

Feature extraction using distribution representation for colorimetric sensor arrays used as explosives detectors

Alstrøm, Tommy Sonne ; Raich, Raviv ; Kostesha, Natalie ; Larsen, Jan

part of: 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (ISBN: 978-1-4673-0045-2), pages: 2125-2128, 2012, IEEE,

Type: Article in proceedings - Article in proceedings

Presented at: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Kyoto

DOI: 10.1109/ICASSP.2012.6288331

Feature-based Ontology Mapping from an Information Receivers’ Viewpoint

Glückstad, Fumiko Kano ; Mørup, Morten

part of: Proceedings of the 9th International Workshop on Natural Language Processing and Cognitive Science, NLPCS 2012 (ISBN: 9789898565167), pages: 34-43, 2012, SciTePress,

Type: Article in proceedings - Article in proceedings

Presented at: 9th International Workshop on Natural Language Processing and Cognitive Science (NLPCS 2012), Wroclaw

Gender Recognition Using Cognitive Modeling

Fagertun, Jens ; Andersen, Tobias ; Paulsen, Rasmus Reinhold

part of: Computer Vision – ECCV 2012 (ISBN: 978-3-642-33867-0), pages: 300-308, 2012, Springer,

Type: Article in proceedings - Article in proceedings

Presented at: 12th European Conference on Computer Vision (ECCV 2012), Florence

DOI: 10.1007/978-3-642-33868-7_30

Towards Predicting Expressed Emotion in Music from Pairwise Comparisons

Madsen, Jens ; Jensen, Bjørn Sand ; Larsen, Jan ; Nielsen, Jens Brehm

part of: Proceedings of the 9th Sound and Music Computing Conference, pages: 350-357, 2012,

Type: Article in proceedings - Article in proceedings

Presented at: 9th Sound and Music Computing Conference (SMC 2012), Copenhagen

Haussdorff and hellinger for colorimetric sensor array classification

Alstrøm, Tommy Sonne ; Jensen, Bjørn Sand ; Schmidt, Mikkel Nørgaard ; Kostesha, Natalie ; Larsen, Jan

part of: 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4673-1024-6), 2012, IEEE, 978-1-4673-1025-3

Type: Article in proceedings - Article in proceedings

Presented at: 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Santander

DOI: 10.1109/MLSP.2012.6349724

The Theory of Visual Attention without the race: a new model of visual selection

Andersen, Tobias ; Kyllingsbæk, Søren

part of: Proceedings of CogSci 2012, pages: 1284-1289, 2012,

Type: Article in proceedings - Article in proceedings

Presented at: 34th Annual Meeting of the Cognitive Science Society (CogSci 2012), Sapporo

Mobile Context-Aware Support for Public Transportation Users

von Buchwald, Esben ; Larsen, Jakob Eg ; Murray-Smith, Roderick

part of: Mobile Context Awareness (ISBN: 978-0-85729-624-5), pages: 133-142, 2012, Springer,

Type: Book chapter - Book chapter

DOI: 10.1007/978-0-85729-625-2_8

Online open neuroimaging mass meta-analysis

Nielsen, Finn Årup ; Kempton, Matthew J. ; Williams, Steven C. R.

Type: Paper - Paper

Presented at: Extended Semantic Web Conference (ESWC2012), Heraklion, Crete

Link prediction in weighted networks

Wind, David Kofoed ; Mørup, Morten

part of: 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4673-1024-6), 2012, IEEE, 978-1-4673-1025-3

Type: Article in proceedings - Article in proceedings

Presented at: 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Santander

DOI: 10.1109/MLSP.2012.6349745

Modelling dense relational data

Herlau, Tue ; Mørup, Morten ; Schmidt, Mikkel Nørgaard ; Hansen, Lars Kai

part of: 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (ISBN: 978-1-4673-1024-6), 2012, IEEE, 978-1-4673-1025-3

Type: Article in proceedings - Article in proceedings

Presented at: 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Santander

DOI: 10.1109/MLSP.2012.6349747

Application of the Infinite Relational Model combined with the Bayesian Model of Generalization for Effective Cross-Cultural Knowledge Transfer

Glückstad, Fumiko Kano ; Mørup, Morten

part of: The 26th Annual Conference of the Japanese Society for Artificial Intelligence, 2012, 2012,

Type: Article in proceedings - Article in proceedings

Presented at: 26th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2012), Yamaguchi

Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling

Jørgensen, Kasper Winther ; Madsen, Kristoffer Hougaard ; Siebner, Hartwig ; Hansen, Lars Kai ; Mørup, Morten

part of: Machine Learning and Interpretation in Neuroimaging (ISBN: 978-3-642-34712-2), pages: 226-233, 2012, Springer,

Type: Article in proceedings - Article in proceedings

Presented at: International Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI 2011), Granada

DOI: 10.1007/978-3-642-34713-9_29

Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRI

Hansen, Toke Jansen ; Hansen, Lars Kai ; Madsen, Kristoffer Hougaard

part of: Machine Learning and Interpretation in Neuroimaging (ISBN: 978-3-642-34712-2), pages: 76-83, 2012, Springer,

Type: Article in proceedings - Article in proceedings

Presented at: International Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI 2011), Granada

DOI: 10.1007/978-3-642-34713-9_10

mir-129-5p and Let-7 are Down-Regulated in Carcinoid Tumors

Dossing, K. ; Binderup, T. ; Kaczkowski, B. ; Jacobsen, A. ; Winther, Ole ; Rossing, M. ; Federspiel, B. ; Knigge, U. ; Kjaer, A. ; Friis-Hansen, L.

in journal: Neuroendocrinology (ISSN: 0028-3835), vol: 96, issue: Supplement 1, pages: 2-3, 2012

Type: Conference abstract in journal - Conference abstract in journal

Presented at: 9th Annual ENETS Conference for the Diagnosis and Treatment of Neuroendocrine Tumor Disease, Copenhagen

An automated approach for annual layer counting in ice cores

Winstrup, Mai ; Svensson, A. M. ; Rasmussen, S. O. ; Winther, Ole ; Steig, E. J. ; Axelrod, A. E.

in journal: Climate of the Past Discussions (ISSN: 1814-9340) (DOI: http://dx.doi.org/10.5194/cp-8-1881-2012), vol: 8, issue: 6, pages: 1881-1895, 2012

Type: Journal article - Journal article

DOI: 10.5194/cp-8-1881-2012

Probabilistic M/EEG source imaging from sparse spatio-temporal event structure

Stahlhut, Carsten ; Attias, Hagai T. ; Wipf, David ; Hansen, Lars Kai ; Nagarajan, Srikantan S.

Type: Paper - Paper

Presented at: 2nd NIPS Workshop on Machine Learning and Interpretation in NeuroImaging (MLINI 2012), Lake Tahoe, Nevada

A Bayesian Analysis of the Radioactive Releases of Fukushima

Tomioka, Ryota ; Mørup, Morten

part of: Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS) 2012, pages: 1243-1251, 2012,

Type: Article in proceedings - Article in proceedings

Presented at: 15th International Conference on Artificial Intelligence and Statistics (AISTATS 2012), La Palma, Canary Islands

An Evaluation of EEG Scanner’s Dependence on the Imaging Technique, Forward Model Computation Method, and Array Dimensionality

Stahlhut, Carsten ; Attias, Hagai Thomas ; Stopczynski, Arkadiusz ; Petersen, Michael Kai ; Larsen, Jakob Eg ; Hansen, Lars Kai

part of: 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (ISBN: 978-1-4244-4119-8), pages: 1538-1541, 2012, IEEE,

Type: Article in proceedings - Article in proceedings

Presented at: 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, CA

DOI: 10.1109/EMBC.2012.6346235

Applications of tensor (multiway array) factorizations and decompositions in data mining

Mørup, Morten

in journal: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (DOI: http://dx.doi.org/10.1002/widm.1), vol: 1, issue: 1, pages: 24-40, 2011

Type: Journal article - Journal article

DOI: 10.1002/widm.1

Functional Brain Imaging by EEG: A Window to the Human Mind

Stahlhut, Carsten ; Hansen, Lars Kai ; Winther, Ole

Type: Ph.d. thesis - Ph.d. thesis

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: http://dx.doi.org/10.1016/j.psychres.2009.10.005), vol: 185, issue: 1-2, pages: 215-224, 2011

Type: Journal article - Journal article

DOI: 10.1016/j.psychres.2009.10.005

Semantiske analysemodeller

Lange, Jens Christian ; Petersen, Michael Kai ; Larsen, Jakob Eg

Type: Report - Report

Hyperspectral Image Analysis of Food Quality

Arngren, Morten ; Larsen, Jan ; Larsen, Rasmus

Type: Ph.d. thesis - Ph.d. thesis

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), 2011,

Type: Article in proceedings - Article in proceedings

Presented at: International Conference on Intelligent User Interfaces, Palo Alto, California, USA

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), issue: Spring 2011, 2011

Type: Journal article - Journal article

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 (ISBN: 978-3-642-22308-2), 2011, Springer,

Type: Article in proceedings - Article in proceedings

Presented at: FTRA International Conference on Future Information Technology, Loutraki, Greece

DOI: 10.1007/978-3-642-22309-9

Task-dependent modulation of oscillatory neural activity during movements

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: http://dx.doi.org/10.1016/j.baga.2011.06.023), vol: 1, issue: 2, pages: 113, 2011

Type: Conference article - Conference article

Presented at: International Symposium of the Clinical Research Group 219 : Basal-Ganglia-Cortex Loops: Pathological Interaction and Therapeutic Modulation, Cologne, Germany

DOI: 10.1016/j.baga.2011.06.023

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, 2011,

Type: Article in proceedings - Article in proceedings

Presented at: 3rd International Symposium on Auditory and Audiological Research, Nyborg

Mining of Ship Operation Data for Energy Conservation

Petersen, Jóan Petur ; Winther, Ole

Type: Ph.d. thesis - Ph.d. thesis

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: http://dx.doi.org/10.1016/j.patrec.2011.08.006), vol: 32, issue: 15, pages: 2080-2085, 2011

Type: Journal article - Journal article

DOI: 10.1016/j.patrec.2011.08.006

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 (ISBN: 978-3-642-24570-1), pages: 578-587, 2011, Springer,

Type: Article in proceedings - Article in proceedings

Presented at: Conference of the HUMAINE Association on Affective Computing and Intelligent Interaction (ACII), Memphis, Tennessee

DOI: 10.1007/978-3-642-24571-8_72

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), 2011, IEEE,

Type: Article in proceedings - Article in proceedings

Presented at: 2011 IEEE International Workshop on Machine Learning for Signal Processing, Beijing

DOI: 10.1109/MLSP.2011.6064577

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), 2011, IEEE,

Type: Article in proceedings - Article in proceedings

Presented at: 2011 IEEE International Workshop on Machine Learning for Signal Processing, Beijing

DOI: 10.1109/MLSP.2011.6064611

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), 2011, IEEE,

Type: Article in proceedings - Article in proceedings

Presented at: 2011 IEEE International Workshop on Machine Learning for Signal Processing, Beijing

DOI: 10.1109/MLSP.2011.6064582

Unmixing of Hyperspectral Images using Bayesian Non-negative Matrix Factorization with Volume Prior

Arngren, Morten ; Schmidt, Mikkel Nørgaard ; Larsen, Jan

in journal: Journal of Signal Processing Systems (ISSN: 1939-8018) (DOI: http://dx.doi.org/10.1007/s11265-010-0533-2), vol: 65, issue: 3, pages: 479-496, 2011

Type: Journal article - Journal article

DOI: 10.1007/s11265-010-0533-2

Regularized Pre-image Estimation for Kernel PCA De-noising

Abrahamsen, Trine Julie ; Hansen, Lars Kai

in journal: Journal of Signal Processing Systems (ISSN: 1939-8018) (DOI: http://dx.doi.org/10.1007/s11265-010-0515-4), vol: 65, issue: 3, pages: 403-412, 2011

Type: Journal article - Journal article

DOI: 10.1007/s11265-010-0515-4

Semantic Approaches for Knowledge Discovery and Retrieval in Biomedicine

Wilkowski, Bartlomiej ; Hansen, Lars Kai

Type: Ph.d. thesis - Ph.d. thesis

Capture of exogenous attention modulates the attentional blink

Nielsen, Simon ; Andersen, Tobias

part of: Proceedings of the Cognitive Neurosciences Society's Annual meeting 2011, 2011,

Type: Conference abstract in proceedings - Conference abstract in proceedings

Presented at: 18th Cognitive Neurosciences Society's Annual meeting, San Francisco, CA

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 the SPIE - The International Society for Optical Engineering (ISSN: 0277-786X) (DOI: http://dx.doi.org/10.1117/12.883895), vol: 8018, pages: 80181H, 2011

Type: Conference article - Conference article

Presented at: Chemical, Biological, Radiological, Nuclear, and Explosives Sensing, Orlando, Forida, USA

DOI: 10.1117/12.883895