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Research Output

2020

Adipose tissue in health and disease through the lens of its building blocks

Lenz, M., Arts, I. C. W., Peeters, R. L. M., de Kok, T. M. & Ertaylan, G., 26 Jun 2020, In : Scientific Reports. 10, 1, 14 p., 10433.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Conformal Feature-Selection Wrappers and ensembles for negative-transfer avoidance

Zhou, S., Smirnov, E., Schoenmakers, G., Peeters, R. & Wu, X., 15 Jul 2020, In : Neurocomputing. 397, p. 309-319 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Heterogeneous Domain Adaptation for IHC Classification of Breast Cancer Subtypes

Ismailoglu, F., Cavill, R., Smirnov, E., Zhou, S., Collins, P. & Peeters, R., Feb 2020, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17, 1, p. 347-353 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Special Issue on Conformal and Probabilistic Prediction with Applications

Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Peeters, R., 15 Jul 2020, In : Neurocomputing. 397, p. 264-265 2 p.

Research output: Contribution to journalEditorialAcademicpeer-review

2019

A computational model of postprandial adipose tissue lipid metabolism derived using human arteriovenous stable isotope tracer data

O'Donovan, S. D., Lenz, M., Vink, R. G., Roumans, N. J. T., de Kok, T. M. C. M., Mariman, E. C. M., Peeters, R. L. M., van Riel, N. A. W., van Baak, M. A. & Arts, I. C. W., Oct 2019, In : PLoS Computational Biology. 15, 10, 23 p., e1007400.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Acute MI Detection Derived From ECG Parameters Distribution

Aranda Hernandez, A. R., Karel, J., Bonizzi, P. & Peeters, R., 2019, Computing in Cardiology (CinC). Vol. 46. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

Detection of Spatio-Temporal Recurrent Patterns in Dynamical Systems

Bonizzi, P., Peeters, R., Zeemering, S., van Hunnik, A., Meste, O. & Karel, J., 2 Aug 2019, In : Frontiers in Applied Mathematics and Statistics. 5, 36, p. 1-13

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

The application of omics-based human liver platforms for investigating the mechanism of drug-induced hepatotoxicity in vitro

Jiang, J., Pieterman, C. D., Ertaylan, G., Peeters, R. L. M. & de Kok, T. M. C. M., 5 Oct 2019, In : Archives of Toxicology. 93, 11, p. 3067-3098 32 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Open Access

The Influence of Using a Static Diastolic Geometry in ECG Imaging

Stoks, J., Cluitmans, M., Peeters, R. & Volders, P., 2019, Computing in Cardiology (CinC). Vol. 46. p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
2018

An Ensemble Approach to Time Dependent Classification

van Daalen, F., Smirnov, E., Davarzani, N., Peeters, R., Karel, J. & Brunner-La Rocca, H., 20 Dec 2018, 17th IEEE International Conference on Machine Learning and Applications. IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Conformal feature-selection wrappers for instance transfer

Zhou, S., Smirnov, E., Schoenmakers, G., Peeters, R. & Jiang, T., 2018, Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands.. Proceedings of Machine Learning Research, Vol. 91. p. 96-113 18 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Heterogeneous Domain Adaptation Based on Class Decomposition Schemes

Ismailoglu, F., Smirnov, E., Peeters, R., Zhou, S. & Collins, P., 19 Jun 2018, Advances in Knowledge Discovery and Data Mining: PAKDD 2018. Phung, D., Tseng, V., Webb, G., Ho, B., Ganji, M. & Rashidi, L. (eds.). Cham: Springer, p. 169-182 (Lecture Notes in Computer Science, Vol. 10937).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Myocardial Ischemia Diagnosis Using a Reduced Lead System

Aranda Hernandez, A., Bonizzi, P., Karel, J. & Peeters, R., Jul 2018, IEEE Engineering in Medicine and Biology Society. 2018. p. 5302-5305 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Novel concept to guide systolic heart failure medication by repeated biomarker testing—results from TIME-CHF in context of predictive, preventive, and personalized medicine

Davarzani, N., Sanders-van Wijk, S., Maeder, M. T., Rickenbacher, P., Smirnov, E., Karel, J., Suter, T., de Boer, R. A., Block, D., Rolny, V., Zaugg, C., Pfisterer, M. E., Peeters, R. & Brunner-La Rocca, H., Jun 2018, In : The EPMA Journal. 9, 2, p. 161-173 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Orthogonal Matched Wavelets with Vanishing Moments: A Sparsity Design Approach

Karel, J. & Peeters, R., Aug 2018, In : Circuits Systems and Signal Processing. 37, 8, p. 3487-3514 28 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Twelve Dimensional Vectorcardiography. Is More Better?

Aranda Hernandez, A. R., Bonizzi, P., Karel, J. & Peeters, R., 25 Sep 2018, Computing in Cardiology.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Wavelet-promoted sparsity for non-invasive reconstruction of electrical activity of the heart

Cluitmans, M., Karel, J., Bonizzi, P., Volders, P., Westra, R. & Peeters, R., Nov 2018, In : Medical & Biological Engineering & Computing. 56, 11, p. 2039-2050 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2017

3D Motion Consistency Analysis for Segmentation in 2D Video Projection

Zhao, W., Roos, N. & Peeters, R., 2017, Computer Analysis of Images and Patterns. Felsberg, M., Heyden, A. & Krüger, N. (eds.). Cham: Springer, p. 440-452 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

A Bayesian analysis for the bivariate geometric distribution in the presence of covariates and censored data

Davarzani, N., Achcar, J. A., Peeters, R. & Smirnov, E., 2017, In : Journal of Statistics and Management Systems. 20, 1, p. 1-16 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Conformal Decision-tree Approach to Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 85-104 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Conformity-Based Source Subset Selection for Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., 4 Oct 2017, In : Neurocomputing. 258, p. 41-51 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Estimation on dependent right censoring scheme in an ordinary bivariate geometric distribution

Davarzani, N., Golpalvar, L., Parsian, A. & Peeters, R., 2017, In : Journal of Applied Statistics. 44, 8, p. 1369-1384 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

In Vivo Validation of Electrocardiographic Imaging

Cluitmans, M. J. M., Bonizzi, P., Karel, J. M. H., Das, M., Kietselaer, B. L. J. H., Jong, M. M. J. D., Prinzen, F. W., Peeters, R. L. M., Westra, R. L. & Volders, P. G. A., 2017, In : JACC: Clinical Electrophysiology. 3, 3, p. 232 - 242

Research output: Contribution to journalArticleAcademicpeer-review

Noninvasive Characterisation of Short-and Long-Term Recurrence of Atrial Signals During Persistent Atrial Fibrillation

Bonizzi, P., Zeemering, S., Karel, J., azman, M. H., Lankveld, T. A. R., Schotten, U., Crijns, H., Peeters, R. & Meste, O., 1 Sep 2017, Computing in Cardiology. Rennes, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Open Access

N-Terminal Pro-B-Type Natriuretic Peptide-Guided Therapy in Chronic Heart Failure Reduces Repeated Hospitalizations-Results From TIME-CHF

Davarzani, N., van Wijk, S., Karel, J., Maeder, M. T., Leibundgut, G., Gutmann, M., Pfisterer, M. E., Rickenbacher, P., Peeters, R. & Brunner-La Rocca, H., May 2017, In : Journal of Cardiac Failure. 23, 5, p. 382-389 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Physiology-based regularization of the electrocardiographic inverse problem

Cluitmans, M. J. M., Clerx, M., Vandersickel, N., Peeters, R. L. M., Volders, P. G. A. & Westra, R. L., Aug 2017, In : Medical & Biological Engineering & Computing. 55, 8, p. 1353-1365 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Robust reconstruction of a signal from its unthresholded recurrence plot subject to disturbances

Sipers, A., Borm, P. & Peeters, R., 12 Feb 2017, In : Physics Letters A. 381, 6, p. 604-615 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Smart mathematics

Peeters, R. L. M., 30 Jun 2017, Maastricht: Maastricht University.

Research output: Book/ReportInaugural speechPopular

Testing Exchangeability for Transfer Decision

Zhou, S., Smirnov, E., Schoenmakers, G., Driessens, K. & Peeters, R., 1 Mar 2017, In : Pattern Recognition Letters. 88, p. 64-71 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

2016

Decision Trees for Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., 2016, Proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications. p. 116-127

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Deconvolution of the white adipose tissue cell types from whole genome gene expression profiles

Lenz, M., Peeters, R., Arts, I., de Kok, T. & Ertaylan, G., 10 Nov 2016, VPH2016, book of abstracts. Hoekstra, A. G. (ed.). Amsterdam: University of Amsterdam, p. 528-531

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Noninvasive Recurrence Quanti cation Analysis Predicts Atrial Fibrillation Recurrence in Persistent Patients Undergoing Electrical Cardioversion

Meste, O., Zeemering, S., Karel, J., Lankveld, T. A. R., Schotten, U., Crijns, H., Peeters, R. & Bonizzi, P., 1 Sep 2016, Computing in Cardiology. Vancouver, Canada

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Ranking Accuracy for Logistic-GEE Models

Davarzani, N., Peeters, R., Smirnov, E., Karel, J. & Brunner-la Rocca, H., 21 Sep 2016, IDA 2016: Advances in Intelligent Data Analysis XV . Boström, H., Knobbe, A., Soares, C. & Papapetrou, P. (eds.). Springer, p. 14-25 (Lecture Notes in Computer Science, Vol. 9897).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Spatiotemporal Activation Time Estimation Improves Noninvasive Localization of Cardiac Electrical Activity

Cluitmans, M., Coll-Font, J., Brooks, D., Erem, B., Bonizzi, P., Karel, J., Volders, P., Peeters, R. & Westra, R., 1 Sep 2016, Computing in Cardiology. Vancouver, Canada

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2015

A Non-parametric Conformity-Based Test for Transfer Decisions

Zhou, S., Smirnov, E. N., Schoenmakers, G., Peeters, R. & Driessens, K., 2015, Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2015). Vietri sul Mare, Italy, p. 628-635 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

6 Downloads (Pure)

Bivariate lifetime geometric distribution in presence of cure fraction

Davarzani, N., Achcar, J. A., Smirnov, E. & Peeters, R., 2015, In : Journal of Data Science. 13, 2, p. 755-770 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Conformity Region Classification with Instance-Transfer Boosting

Zhou, S., Smirnov, E. N. & Peeters, R., 2015, In : International Journal on Artificial Intelligence Tools. 24, 6

Research output: Contribution to journalArticleAcademicpeer-review

Dependent right censorship in the Marshall-Olkin bivariate Weibull distribution

Davarzani, N., Parsian, A. & Peeters, R., 2015, In : Communications in Statistics - Theory and Methods. 44, 11, p. 2222-2242 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

High-resolution validation of localization of electrocardiographic imaging shows a centimeter-accuracy

Cluitmans, M., de Jong, M., Karel, J., Bonizzi, P., Prinzen, F., Peeters, R., Westra, R. & Volders, P., 2015, International Society for Computerized Electrocardiology (ISCE). Dolce Hayes Mansion, San Jose, CA, USA

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Largest Source Subset Selection for Instance Transfer

Zhou, S., Schoenmakers, G., Smirnov, E. N., Peeters, R., Driessens, K. & Chen, S., 2015, Proceedings of The 7th Asian Conference on Machine Learning. Hong Kong, China, p. 423-438 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

10 Citations (Scopus)

On time-optimal trajectories in non-uniform mediums

Berger, A., Grigoriev, A., Peeters, R. L. M. & Usotskaya, N., 1 Jan 2015, In : Journal of Optimization Theory and Applications. 165, 2, p. 586-626

Research output: Contribution to journalArticleAcademicpeer-review

Performance of Dower's inverse transform and Frank lead system for Identification of Myocardial Infarction

Aranda, A., Bonizzi, P., Karel, J. & Peeters, R., Aug 2015, In : IEEE Engineering in Medicine and Biology Society. 2015, p. 4495-4498 4 p.

Research output: Contribution to journalArticleAcademicpeer-review

Sleep Apnea Detection Directly from Unprocessed ECG through Singular Spectrum Decomposition

Bonizzi, P., Karel, J., Zeemering, S. & Peeters, R., 1 Sep 2015, Computing in Cardiology. Nice, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Spatiotemporal Activation Time Estimation Improves Noninvasive Localization of Cardiac Electrical Activity

Cluitmans, M., Karel, J., Bonizzi, P., de Jong, M., Volders, P., Peeters, R. & Westra, R., 1 Sep 2015, Computing in Cardiology. Nice, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Statistical Inference on Middle-Censored Data in a Dependent Setup

Davarzani, N., Parsian, A. & Peeters, R., 2015, In : Journal of Statistical Theory and Practice. 9, 3, p. 646-657 12 p.

Research output: Contribution to journalArticleAcademicpeer-review