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Publications of Thomas D. Nielsen Thomas Dyhre Nielsen ( http://dblp.L3S.de/Authors/Thomas_D._Nielsen )

  Author page on DBLP  Author page in RDF  Community of Thomas D. Nielsen in ASPL-2

Publication years (Num. hits)
1999-2005 (16) 2006-2010 (15) 2011-2014 (19) 2015-2017 (20) 2018-2019 (6)
Publication types (Num. hits)
article(42) inproceedings(32) proceedings(2)
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Found 77 publication records. Showing 76 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Andrés R. Masegosa, Ana M. Martínez, Darío Ramos-López, Rafael Cabañas, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen AMIDST: A Java toolbox for scalable probabilistic machine learning. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Darío Ramos-López, Andrés R. Masegosa, Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen A Review of Inference Algorithms for Hybrid Bayesian Networks. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Davide Frazzetto, Bijay Neupane, Torben Bach Pedersen, Thomas Dyhre Nielsen Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tobias Skovgaard Jepsen, Christian S. Jensen, Thomas Dyhre Nielsen, Kristian Torp On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network. Search on Bibsonomy BigData The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Davide Frazzetto, Bijay Neupane, Torben Bach Pedersen, Thomas Dyhre Nielsen Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices. Search on Bibsonomy e-Energy The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Anders L. Madsen, Frank Jensen, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen A parallel algorithm for Bayesian network structure learning from large data sets. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Andrés R. Masegosa, Ana M. Martínez, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Darío Ramos-López, Anders L. Madsen Scaling up Bayesian variational inference using distributed computing clusters. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Andrés R. Masegosa, Thomas D. Nielsen, Helge Langseth, Darío Ramos-López, Antonio Salmerón, Anders L. Madsen Bayesian Models of Data Streams with Hierarchical Power Priors. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Andrés R. Masegosa, Ana M. Martínez, Darío Ramos-López, Rafael Cabañas, Antonio Salmerón, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Darío Ramos-López, Andrés R. Masegosa, Ana M. Martínez, Antonio Salmerón, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen MAP inference in dynamic hybrid Bayesian networks. Search on Bibsonomy Progress in AI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Andrés R. Masegosa, Thomas D. Nielsen, Helge Langseth, Darío Ramos-López, Antonio Salmerón, Anders L. Madsen Bayesian Models of Data Streams with Hierarchical Power Priors. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Jacinto Arias, José A. Gámez 0001, Thomas D. Nielsen, José Miguel Puerta A scalable pairwise class interaction framework for multidimensional classification. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Manuel Luque, Thomas D. Nielsen, Finn Verner Jensen Anytime Decision Making Based on Unconstrained Influence Diagrams. Search on Bibsonomy Int. J. Intell. Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Hua Mao, Yingke Chen, Manfred Jaeger, Thomas D. Nielsen, Kim G. Larsen, Brian Nielsen Learning deterministic probabilistic automata from a model checking perspective. Search on Bibsonomy Machine Learning The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Rafael Cabañas, Ana M. Martínez, Andrés R. Masegosa, Darío Ramos-López, Antonio Salmerón, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen Financial Data Analysis with PGMs Using AMIDST. Search on Bibsonomy ICDM Workshops The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Darío Ramos-López, Antonio Salmerón, Rafael Rumí, Ana M. Martínez, Thomas D. Nielsen, Andrés R. Masegosa, Helge Langseth, Anders L. Madsen Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. Search on Bibsonomy Probabilistic Graphical Models The full citation details ... 2016 DBLP  BibTeX  RDF
1Andrés R. Masegosa, Ana M. Martínez, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Darío Ramos-López, Anders L. Madsen d-VMP: Distributed Variational Message Passing. Search on Bibsonomy Probabilistic Graphical Models The full citation details ... 2016 DBLP  BibTeX  RDF
1Antonio Salmerón, Anders L. Madsen, Frank Jensen, Helge Langseth, Thomas D. Nielsen, Darío Ramos-López, Ana M. Martínez, Andrés R. Masegosa Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs. Search on Bibsonomy ECAI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen Scalable learning of probabilistic latent models for collaborative filtering. Search on Bibsonomy Decision Support Systems The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Gherardo Varando, Pedro L. López-Cruz, Thomas D. Nielsen, Pedro Larrañaga, Concha Bielza Conditional Density Approximations with Mixtures of Polynomials. Search on Bibsonomy Int. J. Intell. Syst. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Antonio Salmerón, Rafael Rumí, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen MPE Inference in Conditional Linear Gaussian Networks. Search on Bibsonomy ECSQARU The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Antonio Salmerón, Darío Ramos-López, Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Antonio Fernández 0002, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen Parallel Importance Sampling in Conditional Linear Gaussian Networks. Search on Bibsonomy CAEPIA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anders L. Madsen, Frank Jensen, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen Parallelisation of the PC Algorithm. Search on Bibsonomy CAEPIA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández 0002, Anders L. Madsen, Ramón Sáez Dynamic Bayesian modeling for risk prediction in credit operations. Search on Bibsonomy SCAI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández 0002, Anders L. Madsen, Ramón Sáez Modeling Concept Drift: A Probabilistic Graphical Model Based Approach. Search on Bibsonomy IDA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen, Inmaculada Pérez-Bernabé, Antonio Salmerón Learning mixtures of truncated basis functions from data. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen, Sigve Hovda, Antonio Fernández 0002, Helge Langseth, Anders L. Madsen, Andrés R. Masegosa, Antonio Salmerón Requirement Engineering for a Small Project with Pre-Specified Scope. Search on Bibsonomy NIK The full citation details ... 2014 DBLP  BibTeX  RDF
1Anders L. Madsen, Frank Jensen, Antonio Salmerón, Martin Karlsen, Helge Langseth, Thomas D. Nielsen A New Method for Vertical Parallelisation of TAN Learning Based on Balanced Incomplete Block Designs. Search on Bibsonomy Probabilistic Graphical Models The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Jacinto Arias, José A. Gámez 0001, Thomas D. Nielsen, José Miguel Puerta A Pairwise Class Interaction Framework for Multilabel Classification. Search on Bibsonomy Probabilistic Graphical Models The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Shengtong Zhong, Helge Langseth, Thomas Dyhre Nielsen A classification-based approach to monitoring the safety of dynamic systems. Search on Bibsonomy Rel. Eng. & Sys. Safety The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Andrés Cano, Manuel Gómez-Olmedo, Thomas Dyhre Nielsen Special Issue on PGM-2012. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Representing and Solving Asymmetric Bayesian Decision Problems Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Welldefined Decision Scenarios Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Pierre-Henri Wuillemin, Finn Verner Jensen, Uffe Kjærulff Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Pedro L. López-Cruz, Thomas D. Nielsen, Concha Bielza, Pedro Larrañaga Learning Mixtures of Polynomials of Conditional Densities from Data. Search on Bibsonomy CAEPIA The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Finn Verner Jensen, Thomas Dyhre Nielsen Probabilistic decision graphs for optimization under uncertainty. Search on Bibsonomy Annals OR The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Manfred Jaeger, Thomas Dyhre Nielsen, Paolo Viappiani (eds.) Twelfth Scandinavian Conference on Artificial Intelligence, SCAI 2013, Aalborg, Denmark, November 20-22, 2013 Search on Bibsonomy SCAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón Mixtures of truncated basis functions. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Hua Mao, Yingke Chen, Manfred Jaeger, Thomas D. Nielsen, Kim G. Larsen, Brian Nielsen Learning Markov Decision Processes for Model Checking Search on Bibsonomy QFM The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas Dyhre Nielsen A latent model for collaborative filtering. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Yingke Chen, Hua Mao, Manfred Jaeger, Thomas Dyhre Nielsen, Kim Guldstrand Larsen, Brian Nielsen Learning Markov Models for Stationary System Behaviors. Search on Bibsonomy NASA Formal Methods The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Yingke Chen, Thomas Dyhre Nielsen Active Learning of Markov Decision Processes for System Verification. Search on Bibsonomy ICMLA (2) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Finn Verner Jensen, Thomas D. Nielsen Probabilistic decision graphs for optimization under uncertainty. Search on Bibsonomy 4OR The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Hua Mao, Yingke Chen, Manfred Jaeger, Thomas D. Nielsen, Kim G. Larsen, Brian Nielsen Learning Probabilistic Automata for Model Checking. Search on Bibsonomy QEST The full citation details ... 2011 DBLP  DOI  BibTeX  RDF Probabilistic Linear Time Temporal Logic, Model Checking, Learning, Probabilistic Automata
1Manfred Jaeger, Thomas D. Nielsen Special Issue on PGM-2008. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón Parameter estimation and model selection for mixtures of truncated exponentials. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Shengtong Zhong, Ana M. Martínez, Thomas D. Nielsen, Helge Langseth Towards a More Expressive Model for Dynamic Classification. Search on Bibsonomy FLAIRS Conference The full citation details ... 2010 DBLP  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón Inference in hybrid Bayesian networks. Search on Bibsonomy Rel. Eng. & Sys. Safety The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Kristian S. Ahlmann-Ohlsen, Finn Verner Jensen, Thomas D. Nielsen, Ole Pedersen, Marta Vomlelová A comparison of two approaches for solving unconstrained influence diagrams. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen Latent classification models for binary data. Search on Bibsonomy Pattern Recognition The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón Maximum Likelihood Learning of Conditional MTE Distributions. Search on Bibsonomy ECSQARU The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Søren Holbech Nielsen, Thomas D. Nielsen Adapting Bayes network structures to non-stationary domains. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen On-line alert systems for production plants: A conflict based approach. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen, Jean-Yves Jaffray Dynamic decision making without expected utility: An operational approach. Search on Bibsonomy European Journal of Operational Research The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Finn Verner Jensen, Thomas D. Nielsen, Prakash P. Shenoy Sequential influence diagrams: A unified asymmetry framework. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen Classification using Hierarchical Naïve Bayes models. Search on Bibsonomy Machine Learning The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Naïve Bayes models, Classification, Hierarchical models
1Jens A. Hansen, Thomas D. Nielsen, Henrik Schiøler Sensor Fusion Using Dynamic Bayesian Networks in Livestock Production Buildings. Search on Bibsonomy CIMCA/IAWTIC The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Jens A. Hansen, Thomas D. Nielsen, Henrik Schiøler A COTS framework for sensor fusion using dynamic bayesian networks in livestock production. Search on Bibsonomy CAINE The full citation details ... 2006 DBLP  BibTeX  RDF
1Søren Holbech Nielsen, Thomas D. Nielsen Adapting Bayes Network Structures to Non-stationary Domains. Search on Bibsonomy Probabilistic Graphical Models The full citation details ... 2006 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Nevin Lianwen Zhang Special Issue on ECSQARU-2003: The Seventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty: Message from the Guest Editors. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen Latent Classification Models. Search on Bibsonomy Machine Learning The full citation details ... 2005 DBLP  DOI  BibTeX  RDF Naïve Bayes, classification, correlation, probabilistic graphical models
1Thomas D. Nielsen, Finn Verner Jensen Alert Systems for Production Plants: A Methodology Based on Conflict Analysis. Search on Bibsonomy ECSQARU The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Learning a decision maker's utility function from (possibly) inconsistent behavior. Search on Bibsonomy Artif. Intell. The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Nevin Lianwen Zhang, Thomas D. Nielsen, Finn Verner Jensen Latent variable discovery in classification models. Search on Bibsonomy Artificial Intelligence in Medicine The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Sensitivity analysis in influence diagrams. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics, Part A The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Representing and Solving Asymmetric Decision Problems. Search on Bibsonomy International Journal of Information Technology and Decision Making The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Helge Langseth, Thomas D. Nielsen Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2003 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Nevin Lianwen Zhang (eds.) Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 7th European Conference, ECSQARU 2003, Aalborg, Denmark, July 2-5, 2003. Proceedings Search on Bibsonomy ECSQARU The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen Decomposition of influence diagrams. Search on Bibsonomy Journal of Applied Non-Classical Logics The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
1Thomas D. Nielsen Decomposition of Influence Diagrams. Search on Bibsonomy ECSQARU The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Olav Bangsø, Helge Langseth, Thomas D. Nielsen Structural Learning in Object Oriented Domains. Search on Bibsonomy FLAIRS Conference The full citation details ... 2001 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Cutting Influence Diagrams Down to the Core. Search on Bibsonomy SCAI The full citation details ... 2001 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Representing and Solving Asymmetric Bayesian Decision Problems. Search on Bibsonomy UAI The full citation details ... 2000 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Pierre-Henri Wuillemin, Finn Verner Jensen, Uffe Kjærulff Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example. Search on Bibsonomy UAI The full citation details ... 2000 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Finn Verner Jensen Welldefined Decision Scenarios. Search on Bibsonomy UAI The full citation details ... 1999 DBLP  BibTeX  RDF
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