Anders Læsø Madsen

Publikationer

Publikationer pr. år 2012 2013 2014 2015 2016 2017 2018 2022 2024

• 48 Konferenceartikel i proceeding
• 23 Tidsskriftartikel
• 2 Poster
• 1 Bog
• 5 Mere
  • 1 Rapport
  • 1 Konferenceabstrakt i proceeding
  • 1 Konferenceartikel i tidsskrift
  • 1 Review (oversigtsartikel)
  • 1 Working paper

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2012

  On the Importance of Elimination Heuristics in Lazy Propagation

  Madsen, A. L. & Butz, C. J., 2012, Proceedings of the 6th European Workshop on Probabilistic Graphical Models. Universidad de Granada, s. 227-234 8 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
  6 Citationer (Scopus)
• 2013

  Approximate Lazy Evaluation of Influence Diagrams

  Cabañas, R., Cano, A., Gómez-Olmedo, M. & Madsen, A. L., 2013, Proceedings of the 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013. Bielza, C., Salmerón, A., Alonso-Betanzos, A., Ignacio Hidalgo, J., Martínez, L., Troncoso, A., Corchado, E. & Corchado, J. M. (red.). Springer Publishing Company, Bind LNCP 8109. s. 321-331 (Lecture Notes in Computer Science, Bind 8109).

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

• A software package for web deployment of probabilistic graphical models

  Madsen, A. L., Karlsen, M., Barker, G. C., Garcia, A. B., Hoorfar, J., Jensen, F. & Vigre, H., 2013, Frontiers in Artificial Intelligence and Applications. Jaeger, M., Nielsen, T. D. & Viappiani, P. (red.). IOS Press, Bind 257. s. 175-184 10 s. (Frontiers in Artificial Intelligence and Applications, Bind 257).

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

  • Graphical Model 100%
  • Internet 33%
  • Software Architecture 33%
  6 Citationer (Scopus)

• d-Separation: Strong Completeness of Semantics in Bayesian Network Inference

  Butz, C. J., Yan, W. & Madsen, A. L., 2013, Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, SK, Canada, May 28-31, 2013. Proceedings. Zaïane, O. R. & Zilles, S. (red.). Springer Publishing Company, Bind 7884. s. 13-24 (Lecture Notes in Computer Science, Bind 7884).

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

• Heuristics for determining the elimination ordering in the influence diagram evaluation with binary trees

  Cabañas, R., Cano, A., Gómez-Olmedo, M. & Madsen, A. L., 1 dec. 2013, Twelfth Scandinavian Conference on Artificial Intelligence. Jaeger, M., Nielsen, T. D. & Viappiani, P. (red.). IOS Press, Bind 257. s. 65-74 10 s. (Frontiers in Artificial Intelligence and Applications).

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

  • Binary Tree 100%
  • Heuristics 100%
  • Paper 100%
  • Traditional Method 50%
  • NP-hard Problem 25%
  2 Citationer (Scopus)

• On Semantics of Inference in Bayesian Networks

  Butz, C. J., Yan, W. & Madsen, A. L., 2013, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 12th European Conference, ECSQARU 2013, Utrecht, The Netherlands, July 8-10, 2013. Proceedings. van der Gaag, L. C. (red.). Springer Publishing Company, s. 73-84 (Lecture Notes in Computer Science, Bind 7958).

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

• On the Tree Structure used by Lazy Propagation for Inference in Bayesian Networks

  Madsen, A. L. & Butz, C., 2013, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 12th European Conference, ECSQARU 2013, Utrecht, The Netherlands, July 8-10, 2013. Proceedings. Springer Publishing Company, Bind 7958. s. 400-411 (Lecture Notes in Computer Science, Bind 7958).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
  1 Citationer (Scopus)
• 2014

  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
  11 Citationer (Scopus)

• Bayesian Network Inference Using Marginal Trees

  Butz, C. J., de S. Oliveira, J. & Madsen, A. L., 2014, Proceedings of the 7th European Workshop on Probabilistic Graphical Models. Springer Publishing Company, Bind 8754. s. 81-96 (Lecture Notes in Computer Science).

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

• Bayesian Networks with Function Nodes

  Madsen, A. L., 2014, Proceedings of the 7th European Workshop on Probabilistic Graphical Models. Springer Publishing Company, Bind 8754. s. 286-301 (Lecture Notes in Computer Science).

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

• On SPI for Evaluating Influence Diagrams

  Cabañas, R., Cano, A., Gómez-Olmedo, M. & Madsen, A. L., 2014, Proceedings of the 15th International IPMU Conference, Part I. Springer, Bind 442. s. 506-516

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

• On SPI-Lazy Evaluation of Influence Diagrams

  Cabañas, R., Cano, A., Gómez-Olmedo, M. & Madsen, A. L., 2014, Proceedings of the 7th European Workshop on Probabilistic Graphical Models. Springer Publishing Company, Bind 8754. s. 97-112 (Lecture Notes in Computer Science).

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

• Optimizing Bayesian Networks for Recognition of Driving Maneuvers to Meet the Automotive Requirements

  Weidl, G., Madsen, A. L., Dietmar, K. & Breuel, G., 2014, Intelligent Control (ISIC), 2014 IEEE International Symposium. IEEE, s. 1626 -1631 6 s.

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

  Fil
  11 Citationer (Scopus)

  1163 Downloads (Pure)

• Requirement Engineering for a Small Project with Pre-Specified Scope

  Nielsen, T. D., Hovda, S., Antontio, F., Langseth, H., Madsen, A. L., Masegosa, A. & Salmerón, A., 2014, NIK: Norsk Informatikkonferanse . 12 s.

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

  Fil
  1598 Downloads (Pure)
• 2015

  A Methodology for Developing Local Smart Diagnostic Models Using Expert Knowledge

  Madsen, A. L., Søndberg-Jeppesen, N., Lohse, N. & Sayed, M., 2015, Proceedings of the 2015 IEEE 13th International Conference on Industrial Informatics. IEEE, s. 1682 - 1687 6 s.

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

• 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%
  • Algorithm 100%
  • Bayesian Network 50%
  • Algorithms 25%
  • Bayesian Networks 25%
  478 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

  • Data Streaming 100%
  • Bayesian Modeling 100%
  • Feature Selection 50%
  • Data Classification 50%
  • Classifier 50%
  4 Citationer (Scopus)

  326 Downloads (Pure)

• Early Recognition of Maneuvers in Highway Traffic

  Weidl, G., Madsen, A. L., Tereshchenko, V., Dietmar, K. & Breuel, G., 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. 529-540 (Lecture Notes in Computer Science; Nr. 9161).

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

• Exploiting Semantics in Bayesian Network Inference Using Lazy Propagation

  Madsen, A. L. & Butz, C. J., 2015, Advances in Artificial Intelligence: 28th Canadian Conference on Artificial Intelligence, Canadian AI 2015, Halifax, Nova Scotia, Canada, June 2-5, 2015, Proceedings. Barbosa, D. & Milios, E. (red.). Springer, s. 3-15

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

• 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

  • Inference 100%
  • Model 100%
  • Data Set 100%
  • Graphical Model 100%
  • Concept Drift 100%
  17 Citationer (Scopus)

  728 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 Distribution 100%
  • Probable Explanation 100%
  • Bayesian Network 75%
  • Algorithm 75%
  4 Citationer (Scopus)

  512 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

  • Algorithms 100%
  • Computing Resource 100%
  7 Citationer (Scopus)

  489 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%
  • Dataset 16%
  • Experiments 16%
  8 Citationer (Scopus)

  322 Downloads (Pure)

• SelSus: Towards A Reference Architecture for Diagnostics and Predictive Maintenance Using Smart Manufacturing Devices

  Sayed, M., Lohse, N., Søndberg-Jeppesen, N. & Madsen, A. L., 2015, Proceedings of the 2015 IEEE International Conference on Industrial Informatics. IEEE, s. 1700 - 1705 6 s. (IEEE International Conference on Industrial Informatics (INDIN)).

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
  14 Citationer (Scopus)
• 2016

  Bayesian Network Inference with Simple Propagation

  Butz, C. J., Oliveira, J., E. dos Santos, A. & Madsen, A. L., 2016, Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference. AAAI Press Association for the Advancement of Artificial Intelligence, s. 650-655 6 s.

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

  Åben adgang
  6 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
  11 Citationer (Scopus)

• On Tree Structures Used by Simple Propagation

  Madsen, A. L., Butz, C. J., Oliveira, J. & E. dos Santos, A., 2016, Advances in Artificial Intelligence. Springer, s. 207-212 (Lecture Notes in Computer Science, Bind 9673).

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

• 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

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  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

• Situation Awareness and Early Recognition of Traffic Maneuvers

  Weidl, G., Madsen, A. L., Tereshchenko, V., Zhang, W., Wang, S. & Dietmar, K., 2016, Proceedings of the 9th EUROSIM Congress on Modelling and Simulation. IEEE, s. 7-16 10 s.

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

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• 2017

  Applying object-oriented bayesian networks for smart diagnosis and health monitoring at both component and factory level

  Madsen, A. L., Søndberg-Jeppesen, N., Sayed, M. S., Peschl, M. & Lohse, N., 2017, Advances in Artificial Intelligence: From Theory to Practice: 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Proceedings. Springer, Bind Part II. s. 132-141 10 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 10351 LNCS).

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

  • Bayesian Networks 100%
  • Component Level 66%
  • Gas Fuel Manufacture 66%
  • Supports 66%
  • Machine Components 33%
  3 Citationer (Scopus)

• 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

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  • Data Stream 100%
  • Computational 50%
  • Data Set 50%
  • Conjugate Prior 50%
  • Bayesian Perspective 50%
  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%
  • Analysis 100%
  • Behavior (Neuroscience) 100%
  • Data Streaming 66%
  4 Citationer (Scopus)

• Parameter learning algorithms for continuous model improvement using operational data

  Madsen, A. L., Jeppesen, N. S., Jensen, F., Sayed, M. S., Moser, U., Neto, L., Reis, J. & Lohse, N., 2017, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 14th European Conference, ECSQARU 2017, Proceedings. Springer, s. 115-124 10 s. (Lecture Notes In Artificial Intelligence; Nr. 10369).

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

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  Fil

  • Bayesian Networks 100%
  • Operational Data 100%
  • Algorithms 75%
  • Control Software 25%
  • Online Learning 25%
  2 Citationer (Scopus)

  180 Downloads (Pure)
• 2018

  A component framework as an enabler for industrial cyber physical systems

  Neto, L., Madsen, A. L., Søndberg-Jeppesen, N., Silva, R., Reis, J., McIntyre, P. & Gonçalves, G., 15 jun. 2018, Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018. IEEE, s. 339-344 6 s.

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

  • Bayesian Network Model 100%
  • Data Processing 100%
  • Virtualizations 100%
  • Engineering Concept 100%
  • Cyber Physical Systems 100%
  2 Citationer (Scopus)

• Simple Propagation with Arc-Reversal in Bayesian Networks

  Madsen, A. L., Butz, C. J., Oliveira, J. & dos Santos, A. E., 2018, Proceedings of Machine Learning Research. PMLR Press, Bind 72. s. 260-271 (The Proceedings of Machine Learning Research).

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  1 Citationer (Scopus)
• 2019

  Exploiting Symmetry of Independence in d-Separation

  Butz, C. J., dos Santos, A. E., Oliveira, J. & Madsen, A. L., 2019, Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings. Meurs, M-J. & Rudzicz, F. (red.). Cham: Springer, s. 42-54 13 s. (Lecture Notes in Computer Science, Bind 11489).

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

• Solving Influence Diagrams with Simple Propagation

  Madsen, A. L., Butz, C. J., Oliveira, J. & dos Santos, A. E., 2019, Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Proceedings. Rudzicz, F. & Meurs, M-J. (red.). Cham: Springer, s. 68-79 12 s. (Lecture Notes in Computer Science, Bind 11489).

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

  • Algorithms 100%
  • Construction Process 50%
  • Message Passing 40%
  • Message Construction 40%
  • Decision Variable 25%
• 2020

  A Software System for Predicting Patient Flow at the Emergency Department of Aalborg University Hospital

  Madsen, A. L., Olesen, K. G., Møller, J. M., Søndberg-Jeppesen, N., Jensen, F., Larsen, T. M., Henriksen, P., Lindblad, M. & Christensen, T. S., 2020, Proceedings of the 10th International Conference on Probabilistic Graphical Models, PMLR. Jaeger, M. & Dyhre Nielsen, T. (red.). ML Research Press, s. 617-620 (The Proceedings of Machine Learning Research, Bind 138).

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  1 Citationer (Scopus)

• Prediction of High Risk of Deviations in Home Care Deliveries

  Madsen, A. L., Olesen, K. G., Løvschall, H. L., Søndberg-Jeppesen, N., Jensen, F., Lindblad, M., Mogensen, M. L. & Christensen, T. S., 2020, Proceedings of the 10th International Conference on Probabilistic Graphical Models, PMLR. Jaeger, M. & Dyhre Nielsen, T. (red.). ML Research Press, s. 281-292 12 s. (The Proceedings of Machine Learning Research, Bind 138).

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

  • Forecasting 100%
  • Bayesian Networks 100%
  • Bayesian 100%
  • Network Modeling 66%
  • Supervision 42%
• 2022

  A Decision Support System to Predict Acute Fish Toxicity

  Madsen, A. L., Moe, S. J., Braunbeck, T., Connors, K. A., Embry, M., Schirmer, K., Scholz, S., Wolf, R. & Lillicrap, A. D., 2022, Proceedings of the 11th International Conference on Probabilistic Graphical Models. Salmerón, A. & Rumi, R. (red.). PMLR Press, s. 253-264 12 s. (The Proceedings of Machine Learning Research, Bind 186).

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  • Chemical Compound 100%
  • Cytotoxicity 50%
  • Alga 50%
  • Acute Toxicity 50%
  • Ecosystem Toxicology 50%
  10 Downloads (Pure)

• Data driven Bayesian network to predict critical alarm

  Mietkiewicz, J. & Madsen, A. L., 2022, Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022). Leva, M. C., Patelli, E., Podofillini, L. & Wilson, S. (red.). Research Publishing, Singapore, 522

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  Fil

  • Offshore Gas 100%
  • Industrial Plant 66%
  • Human Operator 33%
  • Alarm System 33%
  • Models 33%
  16 Downloads (Pure)

• Improvement of the Fine tuning algorithm

  Mietkiewicz, J. & Madsen, A. L., 2022, BNAIC/BeNeLearn - Joint International Scientific Conferences on AI and Machine Learning. 12 s.

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  Fil

  • Algorithm 100%
  • Algorithms 100%
  • Naïve Bayes 55%
  • Probability Theory 22%
  • Training Phase 16%
  14 Downloads (Pure)

• Online Updating of Conditional Linear Gaussian Bayesian Networks

  Madsen, A. L., Olesen, K. G., Jensen, F., Henriksen, P. A., Larsen, T. M. & Møller, J. M., 2022, Proceedings of the 11th International Conference on Probabilistic Graphical Models: PMLR. Salmeròn, A. & Rumi, R. (red.). PMLR Press, Bind 186. s. 97-108 12 s. (The Proceedings of Machine Learning Research, Bind 186).

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  Fil

  • Bayesian Networks 100%
  • Bayesian Network Model 100%
  • Prevents 100%
  • Procedures 100%
  • Heuristics 100%
  24 Downloads (Pure)
• 2023

  A Comparison of Different Marginalization Operations in Simple Propagation

  Madsen, A. L. & Butz, C., 2023, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 17th European Conference, ECSQARU 2023, Proceedings. Bouraoui, Z. & Vesic, S. (red.). Springer, Bind 14294. s. 172-182 11 s. (Lecture Notes in Computer Science).

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

  • Algorithms 100%
  • Symbolics 100%
  • Variable Elimination 66%
  • Bayesian Networks 33%
  • Message Passing 33%

• Dynamic Influence Diagram-Based Deep Reinforcement Learning Framework and Application for Decision Support for Operators in Control Rooms

  Mietkiewicz, J., Abbas, A. N., Amazu, C. W., Madsen, A. L. & Baldissone, G., 2023, Proceedings of the 33rd European Safety and Reliability Conference (ESREL 2023). Brito, M. P., Aven, T., Baraldi, P., Čepin, M. & Zio, E. (red.). Research Publishing, s. 2806-2813 P531

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

  • Reinforcement Learning 100%
  • Artificial Intelligence 50%
  • Formaldehyde 50%
  • Process Safety 50%

• Enhancing Control Room Operator Decision Making: An Application of Dynamic Influence Diagrams in Formaldehyde Manufacturing

  Mietkiewicz, J. & Madsen, A. L., 2023, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 17th European Conference, ECSQARU 2023, Arras, France, September 19–22, 2023, Proceedings. Bouraoui, Z. & Vesic, S. (red.). Springer, s. 15-26 12 s. (Lecture Notes in Computer Science, Bind LNCS 14294).

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

  • Influence Diagram 100%
  • Control Room 100%
  • Dynamic Influence Diagram 100%
  • Procedures 100%
  • Formaldehyde 100%

• Learning Style Classification by Using Bayesian Networks Based on the Index of Learning Style

  Usme, Y. P. V., Normann, M., Sapsai, I., Abke, J., Madsen, A. L. & Weidl, G., 19 jun. 2023, Proceedings of the 5th European Conference on Software Engineering Education, ECSEE 2023. Association for Computing Machinery, s. 73-82 10 s.

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

  • Bayesian Networks 100%
  • Learning Style 100%
  • Bayesian Network 100%
  • Learning System 100%
  • Questionnaire 42%
  1 Citationer (Scopus)