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  • 2022

    AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks

    Yang, Y. & Mehrkanoon, S., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. IEEE, (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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  • Graphical Representations for Algebraic Constraints of Linear Structural Equations Models

    van Ommen, T. & Drton, M., 19 Sept 2022, Proceedings of The 11th International Conference on Probabilistic Graphical Models. Salmerón, A. & Rumı́, R. (eds.). PMLR, Vol. 186. p. 409-420 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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  • 2021

    Deep Graph Convolutional Networks for Wind Speed Prediction

    Stańczyk, T. & Mehrkanoon, S., 2021, ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, p. 147-152 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Detection of Critical Events in Renewable Energy Production Time Series

    Stoop, L. P., Duijm, E., Feelders, A. & Broek, M. V. D., 2021, Advanced Analytics and Learning on Temporal Data: 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers. Lemaire, V., Malinowski, S., Bagnall, A., Guyet, T., Tavenard, R. & Ifrim, G. (eds.). 1 ed. Springer, p. 104-119 16 p. (Lecture Notes in Computer Science; vol. 13114).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Enhancing brain decoding using attention augmented deep neural networks

    Abdellaoui, I. A., Fernández, J. G., Sahinli, C. & Mehrkanoon, S., 2021, ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, p. 183-188 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Exploiting Transitivity for Entity Matching

    Baas, J., Dastani, M. & Feelders, A., 31 Jul 2021, The Semantic Web: ESWC 2021 Satellite Events: Virtual Event, June 6–10, 2021, Revised Selected Papers. Verborgh, R., Dimou, A., Hogan, A., d'Amato, C., Tiddi, I., Bröring, A., Mayer, S., Ongenae, F., Tommasini, R. & Alam, M. (eds.). Springer, p. 109-114 (Lecture Notes in Computer Science; vol. 12739).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Generating Realistic Natural Language Counterfactuals

    Robeer, M., Bex, F. & Feelders, A., 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih , S.W.-T. (eds.). Punta Cana, Dominican Republic: Association for Computational Linguistics, p. 3611–3625

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Statistical Analysis of Pairwise Connectivity.

    Krempl, G., Kottke, D. & Pham, T., 2021, Discovery Science: 24th International Conference, DS 2021, Halifax, NS, Canada, October 11–13, 2021, Proceedings. Soares, C. & Torgo, L. (eds.). Springer, p. 138-148 (Lecture Notes in Computer Science; vol. 12986).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • TORS: A train unit shunting and servicing simulator

    Van Der Linden, J. G. M., Mulderij, J., Huisman, B., Den Ouden, J. W., Van Den Akker, M., Hoogeveen, H. & De Weerdt, M. M., 2021, 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1773-1775 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • TORS: a Train Unit Shunting and Servicing Simulator

    Van Der Linden, J. G. M., Mulderij, J., Huisman, B., Den Ouden, J. W., van den Akker, M., Hoogeveen, H. & de Weerdt, M., 2021, AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems. International Foundation for Autonomous Agents and Multiagent Systems, p. 1785–1787

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
  • 2020

    A real-time PCB defect detector based on supervised and semi-supervised learning

    He, F., Tang, S., Mehrkanoon, S., Huang, X. & Yang, J., 2020, ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN (i6doc.com), p. 527-532 6 p. (ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Conditional Forecasting of Water Level Time Series with RNNs

    van der Lugt, B. & Feelders, A. J., 2020, Advanced Analytics and Learning on Temporal Data: 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers. Lemaire, V., Malinowski, S., Bagnall, A., Bondu, A., Guyet, T. & Tavenard, R. (eds.). Springer, p. 55-71 (Lecture Notes in Computer Science; vol. 11986).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Constructing and Predicting School Advice for Academic Achievement: A Comparison of Item Response Theory and Machine Learning Techniques

    Niemeijer, K., Feskens, R., Krempl, G., Koops, J. & Brinkhuis, M. J. S., 2020, Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK ’20). Association for Computing Machinery, p. 462-471 10 p. 15

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Learning from partially labeled data

    Mehrkanoon, S., Huang, X. & Suykens, J. A. K., 2020, ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN (i6doc.com), p. 493-502 10 p. (ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Wind speed prediction using multidimensional convolutional neural networks

    Trebing, K. & Mehrkanoon, S., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. IEEE, p. 713-720 8 p. 9308323. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2019

    Efficient Algorithms for Minimax Decisions under Tree-Structured Incompleteness

    van Ommen, T., Koolen, W. M. & Grünwald, P. D., Sept 2019, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, Proceedings. Kern-Isberner, G. & Ognjanović, Z. (eds.). 1 ed. Springer, p. 336-347 12 p. (Lecture Notes in Artificial Intelligence; vol. 11726).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File

  • Robust Causal Domain Adaptation in a Simple Diagnostic Setting.

    van Ommen, T., Jun 2019, Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications. De Bock, J., de Campos, C. P., de Cooman, G., Quaeghebeur, E. & Wheeler, G. (eds.). PMLR, Vol. 103. p. 424-429

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
  • 2018

    Shallow and deep models for domain adaptation problems

    Mehrkanoon, S., Blaschko, M. B. & Suykens, J. A. K., 2018, ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, p. 291-299 9 p. (ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2017

    Scalable hybrid deep neural kernel networks

    Mehrkanoon, S., Zell, A. & Suykens, J. A. K., 2017, ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, p. 17-22 6 p. (ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2014

    Large scale semi-supervised learning using KSC based model

    Mehrkanoon, S. & Suykens, J. A. K., 3 Sept 2014, Proceedings of the International Joint Conference on Neural Networks. IEEE, p. 4152-4159 8 p. 6889824. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Optimal reduced sets for sparse kernel spectral clustering

    Mall, R., Mehrkanoon, S., Langone, R. & Suykens, J. A. K., 3 Sept 2014, Proceedings of the International Joint Conference on Neural Networks. IEEE, p. 2436-2443 8 p. 6889474. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • SVD truncation schemes for fixed-size kernel models

    Castro, R., Mehrkanoon, S., Marconato, A., Schoukens, J. & Suykens, J. A. K., 3 Sept 2014, Proceedings of the International Joint Conference on Neural Networks. IEEE, p. 3922-3929 8 p. 6889808. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2013

    Non-parallel semi-supervised classification based on kernel spectral clustering

    Mehrkanoon, S. & Suykens, J. A. K., 2013, 2013 International Joint Conference on Neural Networks, IJCNN 2013. 6707029. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2012

    Parameter estimation for time varying dynamical systems using least squares support vector machines

    Mehrkanoon, S., Falck, T. & Suykens, J. A. K., 2012, SYSID 2012 - 16th IFAC Symposium on System Identification, Final Program. PART 1 ed. IFAC Secretariat, p. 1300-1305 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 16, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2011

    Symbolic computing of LS-SVM based models

    Mehrkanoon, S., Jiang, L., Alzate, C. & Suykens, J. A. K., 2011, ESANN 2011 - 19th European Symposium on Artificial Neural Networks. ESANN (i6doc.com), p. 183-188 6 p. (ESANN 2011 - 19th European Symposium on Artificial Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2010

    Parallel block method for solving large systems of ODEs using MPI

    Majid, Z. A., Mehrkanoon, S. & Othman, K. I., 2010, Latest Trends on Applied Mathematics, Simulation, Modelling - 4th International Conference on Applied Mathematics, Simulation, Modelling, ASM'10. p. 34-38 5 p. (International Conference on Applied Mathematics, Simulation, Modelling - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2008

    Integrated gate and bus assignment at amsterdam airport schiphol

    Diepen, G., Van Den Akker, J. M. & Hoogeveen, J. A., 2008, 8th Workshop on Algorithmic Approaches for Transportation Modeling, Optimization, and Systems, ATMOS 2008. (OpenAccess Series in Informatics; vol. 9).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2007

    A column generation based destructive lower bound for resource constrained project scheduling problems

    Van Den Akker, J. M., Diepen, G. & Hoogeveen, J. A., 2007, Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems - 4th International Conference, CPAIOR 2007, Proceedings. Springer, p. 376-390 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4510 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2006

    Parallel machine scheduling through column generation: Minimax objective functions (extended abstract)

    Van Den Akker, J. M., Hoogeveen, J. A. & Van Kempen, J. W., 2006, Algorithms, ESA 2006 - 14th Annual European Symposium, Proceedings. Springer, p. 648-659 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4168 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review