Analysis of MassIve Data STreams - AMIDST

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  • 2016

    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. p. 321-332 12 p. (JMLR Workshop and Conference Proceedings, Vol. 52).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    11 Citations (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, p. 743-750 8 p. (Frontiers in Artificial Intelligence and Applications, Vol. 285).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    1 Citation (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. p. 415-425 12 p. (JMLR Workshop and Conference Proceedings, Vol. 52).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access

  • 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, p. 7-16 10 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
  • 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., Oct 2015, The 27th Benelux Conference on Artificial Intelligence (BNAIC 2015).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    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, p. 17-26 (Frontiers in Artificial Intelligence and Applications, Vol. 278).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    4 Citations (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. (eds.). Springer, p. 529-540 (Lecture Notes in Computer Science; No. 9161).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    4 Citations (Scopus)

  • Learning Conditional Distributions Using Mixtures of Truncated Basis Functions

    Perez-Bernab, I., Salmerón, A. & Langseth, H., 2015, Proceedings of the Thirteenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty. p. 397-406 (Lecture Notes in Artificial Intelligence (LNAI)).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    3 Citations (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. (eds.). Springer, p. 72-83 (Lecture Notes in Computer Science; No. 9385).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    17 Citations (Scopus)
    730 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. (eds.). Springer, p. 407-416 (Lecture Notes in Computer Science; No. 9161).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    4 Citations (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. (eds.). Springer, p. 36-46 (Lecture Notes in Computer Science; No. 9422).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    7 Citations (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, p. 14-24 11 p. (Lecture Notes in Computer Science, Vol. 9422).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    8 Citations (Scopus)
    322 Downloads (Pure)
  • 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, Vol. 8754. p. 302-317 16 p. (Lecture Notes in Computer Science).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    11 Citations (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, p. 1626 -1631 6 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    11 Citations (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 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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  • Stochastic Discriminative EM

    Masegosa, A., 2014, Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence Conference (UAI). United States of America: AUAI Press, p. 573-582

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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    1 Citation (Scopus)
    119 Downloads (Pure)