Research output per year
Research output per year
- 13 results
Search results
-
2023
Parameter Estimation of A Physiological Diabetes Model Using Neural Networks
Moreira, A., Philipps, M. & Riel, N. V., 2023, CIBCB 2023 - 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology. Institute of Electrical and Electronics Engineers Inc., (CIBCB 2023 - 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2022
Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance
Pereira, J. P. B., Stroes, E. S. G., Zwinderman, A. H. & Levin, E., 30 Jun 2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022. Association for the Advancement of Artificial Intelligence, Vol. 36. p. 7984-7992 (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2 Citations (Scopus) -
Population and Individual Level Meal Response Patterns in Continuous Glucose Data
de Carvalho, D. F., Kaymak, U., van Gorp, P. & van Riel, N., 2022, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 19th International Conference, IPMU 2022, Proceedings. Ciucci, D., Couso, I., Medina, J., Ślęzak, D., Petturiti, D., Bouchon-Meunier, B. & Yager, R. R. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1602 CCIS. p. 235-247 13 p. (Communications in Computer and Information Science; vol. 1602 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2021
Interpretable Models via Pairwise Permutations Algorithm
Maasland, T., Pereira, J., Bastos, D., de Goffau, M., Nieuwdorp, M., Zwinderman, A. H. & Levin, E., 2021, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Proceedings. Kamp, M., Koprinska, I., Bibal, A., Bouadi, T., Frénay, B., Galárraga, L., Oramas, J., Adilova, L., Krishnamurthy, Y., Kang, B., Largeron, C., Lijffijt, J., Viard, T., Welke, P., Ruocco, M., Aune, E., Gallicchio, C., Schiele, G., Pernkopf, F., Blott, M., Fröning, H., Schindler, G., Guidotti, R., Monreale, A., Rinzivillo, S., Biecek, P., Ntoutsi, E., Pechenizkiy, M., Rosenhahn, B., Buckley, C., Cialfi, D., Lanillos, P., Ramstead, M., Verbelen, T., Ferreira, P. M., Andresini, G., Malerba, D., Medeiros, I., Fournier-Viger, P., Nawaz, M. S., Ventura, S., Sun, M., Zhou, M., Bitetta, V., Bordino, I., Ferretti, A., Gullo, F., Ponti, G., Severini, L., Ribeiro, R., Gama, J., Gavaldà, R., Cooper, L., Ghazaleh, N., Richiardi, J., Roqueiro, D., Saldana Miranda, D., Sechidis, K. & Graça, G. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1524 CCIS. p. 15-25 (Communications in Computer and Information Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
Specialized Software Tool for Pattern Recognition of Biological Objects
Kulik, S. D. & Levin, E. O., 2021, Brain-Inspired Cognitive Architectures for Artificial Intelligence: BICA*AI 2020 - Proceedings of the 11th Annual Meeting of the BICA Society. Samsonovich, A. V., Gudwin, R. R. & Simões, A. D. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1310. p. 173-180 8 p. (Advances in Intelligent Systems and Computing; vol. 1310).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
2020
Manifold mixing for stacked regularization
Pereira, J., Stroes, E. S. G., Groen, A. K., Zwinderman, A. H. & Levin, E., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, Vol. 1167 CCIS. p. 444-452 9 p. (Communications in Computer and Information Science; vol. 1167 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
3 Citations (Scopus) -
2019
Graph space embedding
Pereira, J., Groen, A. K., Stroes, E. S. G. & Levin, E., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2019-August. p. 3253-3259 (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
3 Citations (Scopus) -
2015
Investigating the Association of Rare Genetic Variants with Blood Pressure traits
Warren, HR., Surendran, P., Drenos, F., Young, R., Cook, JP., Manning, AK., Grarup, N., Sim, X., Saleheen, D., Asselbergs, FW., Lindgren, CM., Danesh, J., Wain, LV., Butterworth, AS., Howson, JMM. & Munroe, PB., 1 Nov 2015, GENETIC EPIDEMIOLOGY. Wiley-Blackwell, Vol. 39. p. 591-591 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2007
Qualitative analysis of nonlinear biochemical networks with piecewise-affine functions
Musters, M. W. J. M., De Jong, H., van den Bosch, P. P. J. & Van Riel, N. A. W., 2007, Hybrid Systems: Computation and Control - 10th International Conference, HSCC 2007, Proceedings. Springer Verlag, p. 727-730 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4416 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2 Citations (Scopus) -
2005
One-step ahead prediction for parameter estimation in physiological hybrid models
Van Riel, N. A. W., Juloski, A. L. & Op Den Buijs, J., 2005, Proceedings of the 16th IFAC World Congress, IFAC 2005. p. 43-48 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 16).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
2004
Analysis of the transforming growth factor-β1 pathway and extracellular matrix formation as a hybrid system
Musters, M. W. J. M. & Van Riel, N. A. W., 2004, Proceedings Annual International Conference of the IEEE Engineering in Medicine and Biology. Vol. 26 IV. p. 2901-2904 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2003
System identification to analyse changed kinetics of SERCA in intact rat heart
Van Riel, N. A. W., Ivanics, T., Ligeti, L. & Van Der Vusse, G. J., 2003, 5th IFAC Symposium on Modelling and Control in Biomedical Systems 2003. 15 ed. Vol. 36. p. 125-128 4 p. (IFAC Proceedings Volumes (IFAC-PapersOnline)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
3 Citations (Scopus) -
2002
Computational analysis of calcium transients in the intact rat heart; model identification
Van Riel, N. A. W. & van der Vusse, G. J., 2002, Proceedings of the IEEE Conference on Decision and Control. Vol. 3. p. 2536-2537 2 p. (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2 Citations (Scopus)