Thomas Dyhre Nielsen

Publikationer

Publikationer pr. år 1999 2001 2004 2006 2009 2010 2012 2014 2015 2016 2017 2021 2022 2023

• 43 Tidsskriftartikel
• 40 Konferenceartikel i proceeding
• 6 Bog
• 4 Bidrag til bog/antologi
• 21 Mere
  • 3 Paper uden forlag/tidsskrift
  • 3 Review (oversigtsartikel)
  • 2 Konferenceabstrakt til konference
  • 2 Poster
  • 2 Konferenceartikel i tidsskrift
  • 2 Preprint
  • 1 Antologi
  • 1 Rapport
  • 1 Ph.d.-afhandling
  • 1 Konferenceabstrakt i proceeding
  • 1 Encyclopædiartikel
  • 1 Leder
  • 1 Working paper

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2023

  Clinical explainable machine learning models for early identification of patients at risk of hospital-acquired urinary tract infection

  Jakobsen, R. S., Nielsen, T. D., Leutscher, P. & Koch, K., 31 mar. 2023, (E-pub ahead of print) I: Journal of Hospital Infection.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Urinary Tract Infection 100%
  • Learning 100%
  • Hospital 100%
  • Patient 100%
  • Retrospective Study 33%
• 2022

  A Reparameterization of Mixtures of Truncated Basis Functions and its Applications

  Salmerón, A., Langseth, H., Masegosa, A. & Nielsen, T. D., 2022, Proceedings of the 11th International Conference on Probabilistic Graphical Models : PMLR. Salmerón, A. & Rumı́, R. (red.). PMLR Press, Bind 186. s. 205-216 (The Proceedings of Machine Learning Research, Bind 186).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  • Utilization 100%
  • Mixture 100%
  • Reparameterization 100%
  • Basis Function 100%
  • Application 100%

• Controlling Stormwater Detention Ponds under Partial Observability

  Kim, E. H., Nielsen, T. D., Larsen, K. G. & Goorden, M., 2 nov. 2022, NWPT: 33rd Nordic Workshop on Programming Theory. Nordic Workshop on Programming Theory, s. 1-3 3 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  Fil

  • Pond 100%
  • Stormwater 100%
  • Strategy 100%
  • Stream 75%
  • Water 75%
  1 Downloads (Pure)

• Graph Neural Networks for Microbial Genome Recovery

  Lamurias, A., Tibo, A., Hose, K., Albertsen, M. & Nielsen, T. D., 2022, arXiv.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • DNA Sequence 100%
  • Microbial Genome 100%
  • Graph Neural Network 100%
  • Metagenomics 44%
  • Representation 33%

• Inducing Gaussian Process Networks

  Tibo, A. & Nielsen, T. D., 2022, arXiv.

  Publikation: Working paper/Preprint › Preprint

  Åben adgang

  • Process Network 100%
  • Domains 100%
  • Gaussian Process 100%
  • Feature Space 66%
  • Models 66%

• Metagenomic binning with assembly graph embeddings

  Lamurias, A., Sereika, M., Albertsen, M., Hose, K. & Nielsen, T. D., okt. 2022, I: Bioinformatics. 38, 19, s. 4481-4487 7 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Information Structure 100%
  • Availability 100%
  • Deep Learning 100%
  • Learning Algorithm 100%
  • Data Structure 100%
  44 Downloads (Pure)

• Metagenomic binning with assembly graph embeddings

  Lamurias, A., Sereika, M., Albertsen, M., Hose, K. & Nielsen, T. D., 25 feb. 2022.

  Publikation: Konferencebidrag uden forlag/tidsskrift › Paper uden forlag/tidsskrift › Forskning

  Åben adgang

  Fil

  • Information Structure 100%
  • Deep Learning 100%
  • Learning Algorithm 100%
  • Data Structure 100%
  • Full Advantage 100%
  37 Downloads (Pure)

• Relational Fusion Networks: Graph Convolutional Networks for Road Networks

  Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., jan. 2022, I: IEEE Transactions on Intelligent Transportation Systems. 23, 1, s. 418-429 12 s., 9167450.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Graph Convolutional Network 100%
  • Networks 100%
  • Application 22%
  • Machine Learning 11%
  • Network Architecture 11%
  10 Citationer (Scopus)

  73 Downloads (Pure)

• Sleep Classification Using Consumer Sleep Technologies and AI: A review of the current landscape

  Djanian, S., Bruun, A. & Nielsen, T. D., dec. 2022, I: Sleep Medicine. 100, s. 390-403 14 s.

  Publikation: Bidrag til tidsskrift › Review (oversigtsartikel) › peer review

  Åben adgang

  Fil

  • Classification 100%
  • Artificial Intelligence 100%
  • Sleep 100%
  • Models 20%
  • Current-State 6%
  1 Citationer (Scopus)

  39 Downloads (Pure)

• UniTE - The Best of Both Worlds - Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation.

  Jepsen, T. S., Jensen, C. S. & Nielsen, T. D., 2 nov. 2022, I: Transactions on Spatial Algorithms and Systems. 8, 4, s. 1 26 s., 30.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Aggregation Function 100%
  • Fitting Function 100%
  • Functions 100%
  • Accuracy 71%
  • Generalizability 42%
• 2021

  Developing new bioinformatic methods to supercharge genome-centric metagenomics using machine learning

  Heidelbach, S., Lamurias, A., Sereika, M., Nielsen, T. D., Hose, K. & Albertsen, M., 15 nov. 2021.

  Publikation: Konferencebidrag uden forlag/tidsskrift › Konferenceabstrakt til konference › Formidling

  Fil

  • Bioinformatics 100%
  • Learning 100%
  • Metagenomics 100%
  • Methylation 30%
  • Organisms 10%
  39 Downloads (Pure)

• Do You Feel the Same? On the Robustness of Cued-Recall Debriefing for User Experience Evaluation

  Bruun, A., Law, E. L. C., Nielsen, T. D. & Heintz, M., aug. 2021, I: ACM Transactions on Computer-Human Interaction. 28, 4, s. 1-45 45 s., 25.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Galvanic Skin Response 100%
  • User Experience Evaluation 100%
  • Evaluation Study 100%
  • Heart Rate 100%
  • Time 100%
  3 Citationer (Scopus)

• Learning Safe and Optimal Control Strategies for Storm Water Detention Ponds

  Goorden, M., Larsen, K. G., Nielsen, J. E., Nielsen, T. D., Rasmussen, M. R. & Srba, J., 2021, IFAC-PapersOnLine: 7th IFAC Conference on Analysis and Design of Hybrid Systems. 5 udg. Elsevier, Bind 54. s. 13-18 6 s. (IFAC-PapersOnLine; Nr. 5, Bind 54).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  Fil

  • Optimal Control 100%
  • Pond 100%
  • Strategy 100%
  • Water 100%
  • Storm 100%
  5 Citationer (Scopus)

  66 Downloads (Pure)

• Probabilistic Models with Deep Neural Networks

  Masegosa, A., Cabañas, R., Langseth, H., Nielsen, T. D. & Salmerón, A., 2021, I: Entropy. 23, 1, s. 1-27 27 s., 117.

  Publikation: Bidrag til tidsskrift › Review (oversigtsartikel) › peer review

  Åben adgang

  Fil

  • Deep Neural Network 100%
  • Models 100%
  • Probabilistic Model 100%
  • Modeling 83%
  • Probabilistic Inference 50%
  1 Citationer (Scopus)

  30 Downloads (Pure)

• SolveDB⁺: SQL-based prescriptive analytics

  Siksnys, L., Pedersen, T. B., Nielsen, T. D. & Frazzetto, D., 2021, Advances in Database Technology - EDBT 2021: 24th International Conference on Extending Database Technology, Proceedings. Velegrakis, Y., Zeinalipour, D., Chrysanthis, P. K. & Guerra, F. (red.). OpenProceedings.org, s. 133-144 12 s. (Advances in Database Technology).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  Fil

  • Structured Query Language 100%
  • Prescriptive Analytics 100%
  • Database Management System 30%
  • Application 30%
  • Modeling 30%
  1 Citationer (Scopus)

  60 Downloads (Pure)
• 2020

  Analyzing concept drift: A case study in the financial sector

  Masegosa, A., Martinez, A., Ramos-Lopez, D., Langseth, H., Nielsen, T. D. & Samerón, A., 2020, I: Intelligent Data Analysis. 24, 3, s. 665-688 24 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Case Study 100%
  • Financial Sector 100%
  • Concept Drift 100%
  • Data-Client 50%
  • Domains 50%
  6 Citationer (Scopus)

  72 Downloads (Pure)

• Automatic Anomaly Detection for Sewage Network Sensors

  Tibo, A., Nielsen, T. D., Jaeger, M., Ahm, M. & Rasch, P., 2020.

  Publikation: Konferencebidrag uden forlag/tidsskrift › Konferenceabstrakt til konference › Forskning › peer review

  • Anomaly 100%
  • Model 100%
  • Network 100%
  • Sewage 100%
  • Anomaly Detection 100%

• Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions

  Pérez-Bernabé, I., Maldonado, A. D., Nielsen, T. D. & Salmerón, A., 2020, I: R Journal. 12, 2, s. 321-341 17 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Bayesian Network 100%
  • Basis Function 100%
  • Functions 75%
  • Functionality 75%
  • Continuous Variable 50%
  2 Citationer (Scopus)

  74 Downloads (Pure)

• Variational Inference over Nonstationary Data Streams for Exponential Family Models

  Masegosa, A. R., Ramos-López, D., Cerdán, A. S., Langseth, H. & Nielsen, T. D., nov. 2020, I: Mathematics. 8, 11, s. 1-27 27 s., 1942.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Data Stream 100%
  • Exponential Family 100%
  • Models 100%
  • Real World 25%
  • Parameter Model 25%
  9 Citationer (Scopus)

  15 Downloads (Pure)
• 2019

  AMIDST: A Java toolbox for scalable probabilistic machine learning

  Masegosa, A., Martinez, A. M., Ramos-López, D., Cabanas de Paz, R., Salmerón, A., Langseth, H., Nielsen, T. D. & Madsen, A. L., 1 jan. 2019, I: Knowledge-Based Systems. 163, s. 595-597 3 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Algorithms 100%
  • Machine Learning 100%
  • Probabilistic Inference 50%
  • Graphical Model 50%
  • Discrete Variable 50%
  7 Citationer (Scopus)

  63 Downloads (Pure)

• Graph Convolutional Networks for Road Networks

  Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., 5 nov. 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (red.). Association for Computing Machinery, s. 460-463 4 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  Fil

  • Graph Convolutional Network 100%
  • Networks 100%
  • Application 28%
  • Machine Learning 14%
  • Machine Learning Technique 14%
  19 Citationer (Scopus)

  274 Downloads (Pure)

• Prescriptive Analytics: A Survey of Emerging Trends And Technologies

  Frazzetto, D., Nielsen, T. D., Pedersen, T. B. & Siksnys, L., 1 aug. 2019, I: V L D B Journal. 28, 4, s. 575-595 21 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Prescriptive Analytics 100%
  • Survey 100%
  • Analytics System 44%
  • Business Analytics 33%
  • Decision-Making 22%
  16 Citationer (Scopus)

  995 Downloads (Pure)
• 2018

  Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices

  Frazzetto, D., Neupane, B., Pedersen, T. B. & Nielsen, T. D., 12 jun. 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. Association for Computing Machinery, s. 1-11 11 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Control 100%
  • User 100%
  • Demand Response 46%
  • Models 30%
  • Survey 23%
  8 Citationer (Scopus)

• A Review of Inference Algorithms for Hybrid Bayesian Networks

  Salmerón, A., Rumí, R., Langseth, H., Nielsen, T. D. & Madsen, A. L., 1 aug. 2018, I: Journal of Artificial Intelligence Research. 62, s. 799-828 30 s.

  Publikation: Bidrag til tidsskrift › Review (oversigtsartikel) › peer review

  Åben adgang

  Fil

  • Algorithms 100%
  • Bayesian Networks 100%
  • Models 60%
  • Discrete Variable 20%
  • Continuous Variable 20%
  22 Citationer (Scopus)

  265 Downloads (Pure)

• On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network

  Jepsen, T. S., Jensen, C. S., Nielsen, T. D. & Torp, K., 2018, Proceedings of the 2018 IEEE International Conference on Big Data. IEEE, s. 3421-3430 10 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Case Studies 100%
  • Road Network 100%
  • Danish 100%
  • Learning 100%
  • Machines 100%
  8 Citationer (Scopus)

• Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks

  Ramos-López, D., Masegosa, A., Salmerón, A., Rumí, R., Langseth, H., Nielsen, T. D. & Madsen, A. L., 1 sep. 2018, I: International Journal of Approximate Reasoning. 100, s. 115-134 20 s., 100.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Bayesian Networks 100%
  • Importance Sampling 100%
  • Gaussian Mixture 100%
  • Networks 100%
  • Mixtures 100%
  11 Citationer (Scopus)
• 2017

  A parallel algorithm for Bayesian network structure learning from large data sets

  Madsen, A. L., Jensen, F., Salmerón, A., Langseth, H. & Nielsen, T. D., 2017, I: Knowledge-Based Systems. 117, s. 46-55

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  65 Citationer (Scopus)

  203 Downloads (Pure)

• Bayesian models of data streams with Hierarchical Power Priors

  Masegosa, A., Nielsen, T. D., Langseth, H., Ramos-López, D., Salmerón, A. & Madsen, A. L., 2017, Proceedings of the 34th International Conference on Machine Learning. Bind 70. s. 2334-2343

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  • Bayesian Model 100%
  • Data Stream 100%
  • Models 100%
  • Inference 66%
  • Parameter Model 33%
  5 Citationer (Scopus)

• Financial Data Analysis with PGMs Using AMIDST

  Cabanas, R., Martinez, A. M., Masegosa, A. R., Ramos-Lopez, D., Sameron, A., Nielsen, T. D., Langseth, H. & Madsen, A. L., 30 jan. 2017, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. IEEE, s. 1284-1287 4 s. 7836816

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Graphical Model 100%
  • Financial Data 100%
  • Data Analysis 100%
  • Data Streaming 33%
  • Application Domain 33%
  4 Citationer (Scopus)

• MAP inference in dynamic hybrid Bayesian networks

  Ramos-López, D., Masegosa, A., Martinez, A. M., Salmerón, A., Nielsen, T. D., Langseth, H. & Madsen, A. L., 2017, I: Progress in Artificial Intelligence. 6, 2, s. 133–144 12 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  6 Citationer (Scopus)

  166 Downloads (Pure)

• Scaling up Bayesian variational inference using distributed computing clusters

  Masegosa, A. R., Martinez, A. M., Langseth, H., Nielsen, T. D., Salmerón, A., Ramos-López, D. & Madsen, A. L., 1 sep. 2017, I: International Journal of Approximate Reasoning. 88, s. 435-451 17 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Distributed Computing 100%
  • Models 100%
  • Algorithms 66%
  • Real World 33%
  • Scalability 33%
  10 Citationer (Scopus)
• 2016

  A Java Toolbox for Analysis of MassIve Data STreams using Probabilistic Graphical Models

  Masegosa, A., Martinez, A. M., Ramos-López, D., Langseth, H., Nielsen, T. D., Salmerón, A., Cabanas, R. & Madsen, A. L., 2016.

  Publikation: Konferencebidrag uden forlag/tidsskrift › Poster › Forskning › peer review

  Fil

  • Graphical Model 100%
  • Data Stream 100%
  • Algorithms 50%
  • Dynamic Bayesian Network 50%
  • Software Systems 50%
  108 Downloads (Pure)

• Anytime decision making based on unconstrained influence diagrams

  Luque, M., Nielsen, T. D. & Jensen, F. V., 2016, I: International Journal of Intelligent Systems. 31, 4, s. 379-398 20 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Fil

  • Algorithms 100%
  • Decision-Making 100%
  • Influence Diagram 100%
  • Decision Problem 20%
  • Heuristics 20%
  1 Citationer (Scopus)

  436 Downloads (Pure)

• A scalable pairwise class interaction framework for multidimensional classification

  Arias, J., Gámez, J. A., Nielsen, T. D. & Puerta, J. M., 2016, I: International Journal of Approximate Reasoning. 68, s. 194–210

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Classification 100%
  • General Framework 100%
  • Scalability 100%
  • Base Classifier 100%
  • Framework Interaction 100%
  11 Citationer (Scopus)

• Bayesian Graphical Models

  Jensen, F. V. & Nielsen, T. D., 2016, Wiley StatsRef: Statistics Reference Online. Wiley, s. 1-9 (Wiley StatsRef: Statistics Reference Online).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Encyclopædiartikel › Forskning › peer review

  • Model 100%
  • Network 100%
  • Bayesian 100%
  • Graphical Model 100%
  • Bayesian Network 80%
  90 Citationer (Scopus)

• d-VMP: Distributed Variational Message Passing

  Masegosa, A., Martinez, A. M., Langseth, H., Nielsen, T. D., Salmerón, A., Ramos-López, D. & Madsen, A. L., 2016, JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. s. 321-332 12 s. (JMLR Workshop and Conference Proceedings, Bind 52).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang
  10 Citationer (Scopus)

• Learning deterministic probabilistic automata from a model checking perspective

  Mao, H., Chen, Y., Jaeger, M., Nielsen, T. D., Larsen, K. G. & Nielsen, B., 2016, I: Machine Learning. 105, 2, s. 255-299 45 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Fil

  • Automaton 100%
  • Model Checking 100%
  • Models 100%
  • System Property 40%
  • Learning Algorithm 40%
  34 Citationer (Scopus)

  343 Downloads (Pure)

• Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs

  Salmerón, A., Madsen, A. L., Jensen, F., Langseth, H., Nielsen, T. D., Ramos-López, D., Martinez, A. M. & Masegosa, A., 2016, ECAI 2016: 22nd European Conference on Artificial Intelligence. IOS Press, s. 743-750 8 s. (Frontiers in Artificial Intelligence and Applications, Bind 285).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang
  1 Citationer (Scopus)

• Scalable MAP inference in Bayesian networks based on a Map-Reduce approach

  Ramos-López, D., Salmerón, A., Rumí, R., Martinez, A. M., Nielsen, T. D., Masegosa, A., Langseth, H. & Madsen, A. L., 2016, JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. s. 415-425 12 s. (JMLR Workshop and Conference Proceedings, Bind 52).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang
• 2015

  AMIDST: Analysis of MassIve Data STreams

  Masegosa, A., Martinez, A. M., Borchani, H., Ramos-López, D., Nielsen, T. D., Langseth, H., Salmerón, A. & Madsen, A. L., okt. 2015, The 27th Benelux Conference on Artificial Intelligence (BNAIC 2015).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Data Stream 100%
  • Algorithms 25%
  • Bayesian Networks 25%
  • Software Development Tool 25%
  • Functionality 25%
  444 Downloads (Pure)

• Conditional Density Approximations with Mixtures of Polynomials

  Varando, G., López-Cruz, P. L., Nielsen, T. D., Bielza, C. & Larrañga, P., 2015, I: International Journal of Intelligent Systems. 30, 3, s. 236-264

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Fil

  • Conditionals 100%
  • Polynomial 100%
  • Approximation 100%
  • Conditional Density 100%
  • Approximation (Algorithm) 100%
  3 Citationer (Scopus)

  278 Downloads (Pure)

• Dynamic Bayesian modeling for risk prediction in credit operations

  Borchani, H., Martinez, A. M., Masegosa, A., Langseth, H., Nielsen, T. D., Salmerón, A., Fernández, A., Madsen, A. L. & Sáez, R., 2015, The 13th Scandinavian Conference on Artificial Intelligence (SCAI'2015). IOS Press, s. 17-26 (Frontiers in Artificial Intelligence and Applications, Bind 278).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Bayesian Modeling 100%
  • Models 100%
  • General Framework 50%
  • Classification Problem 50%
  • Feature Selection 50%
  4 Citationer (Scopus)

  304 Downloads (Pure)

• Modeling concept drift: A probabilistic graphical model based approach

  Borchani, H., Martinez, A. M., Masegosa, A. R., Langseth, H., Nielsen, T. D., Salmerón, A., Fernández, A., Madsen, A. L. & Sáez, R., 2015, Advances in Intelligent Data Analysis XIV: 14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings. Fromont, E., De Bie, T. & van Leeuwen, M. (red.). Springer, s. 72-83 (Lecture Notes in Computer Science; Nr. 9385).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Graphical Model 100%
  • Concept Drift 100%
  • Modeling 100%
  • Classification 25%
  • Financial Data 25%
  16 Citationer (Scopus)

  646 Downloads (Pure)

• MPE inference in conditional linear gaussian networks

  Salmerón, A., Rumí, R., Langseth, H., Madsen, A. L. & Nielsen, T. D., 2015, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings. Destercke, S. & Denoeux, T. (red.). Springer, s. 407-416 (Lecture Notes in Computer Science; Nr. 9161).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Conditionals 100%
  • Gaussian 100%
  • Inference 100%
  • Probable Explanation 100%
  • Networks 100%
  4 Citationer (Scopus)

  467 Downloads (Pure)

• Parallel importance sampling in conditional linear Gaussian networks

  Salmerón, A., Ramos-López, D., Borchani, H., Martinez, A. M., Masegosa, A. R., Fernández, A., Langseth, H., Madsen, A. L. & Nielsen, T. D., 2015, Advances in Artificial Intelligence: 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9–12, 2015 Proceedings. Puerta, J. M., Gámez, J. A., Dorronsoro, B., Barrenechea, E., Troncoso, A., Baruque, B. & Galar, M. (red.). Springer, s. 36-46 (Lecture Notes in Computer Science; Nr. 9422).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Importance Sampling 100%
  • Networks 100%
  • Probabilistic Inference 66%
  • Algorithms 33%
  • Experimental Result 33%
  7 Citationer (Scopus)

  449 Downloads (Pure)

• Parallelisation of the PC Algorithm

  Madsen, A. L., Jensen, F., Salmerón, A., Langseth, H. & Nielsen, T. D., 2015, Advances in Artificial Intelligence: 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9–12, 2015 Proceedings. Springer, s. 14-24 11 s. (Lecture Notes in Computer Science, Bind 9422).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Algorithms 100%
  • Parallelization 100%
  • Bayesian Networks 50%
  • Conditional Independence 50%
  • Real World 16%
  6 Citationer (Scopus)

  300 Downloads (Pure)

• Scalable learning of probabilistic latent models for collaborative filtering

  Langseth, H. & Nielsen, T. D., 2015, I: Decision Support Systems. 74

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Fil

  • Collaborative Filtering 100%
  • Models 100%
  • Algorithms 50%
  • Scalability 33%
  • User 33%
  18 Citationer (Scopus)

  395 Downloads (Pure)
• 2014

  A classification-based approach to monitoring the safety of dynamic systems

  Zhong, S., Langseth, H. & Nielsen, T. D., jan. 2014, I: Reliability Engineering & System Safety. 121, s. 61-71

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Fil

  • Classification 100%
  • System Dynamic 100%
  • Models 100%
  • Building-Blocks 25%
  • Complex Process 25%
  4 Citationer (Scopus)

  1093 Downloads (Pure)

• A new method for vertical parallelisation of TAN learning based on balanced incomplete block designs

  Madsen, A. L., Jensen, F., Salmerón, A., Karlsen, M., Langseth, H. & Nielsen, T. D., 2014, Proceedings of the 7th European Workshop on Probabilistic Graphical Models. Springer Publishing Company, Bind 8754. s. 302-317 16 s. (Lecture Notes in Computer Science).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
  10 Citationer (Scopus)

• A pairwise class interaction framework for multilabel classification

  Arias, J., Gámez, J. A., Nielsen, T. D. & Puerta, J. M., 2014, Proceedings of the 7th European Workshop on Probabilistic Graphical Models. van der Gaag, L. C. & Feelders, A. J. (red.). Springer Publishing Company, Bind 8754. s. 17-32 16 s. (Lecture Notes in Computer Science).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceabstrakt i proceeding › Forskning › peer review
  5 Citationer (Scopus)