Eindhoven University of Technology

Research Output

2020

Data-driven learning control for complex multivariable and linear parameter-varying systems

de Rozario, R., 28 Apr 2020, Eindhoven: Technische Universiteit Eindhoven. 293 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File
523 Downloads (Pure)
54 Downloads (Pure)

Data-Driven Policy on Feasibility Determination for the Train Shunting Problem

De Oliveira Da Costa, P., Rhuggenaath, J., Zhang, Y., Akcay, A., Lee, W-J. & Kaymak, U., 30 Apr 2020, The European Conference on Machine Learning and Principles (ECML2019) and Practice of Knowledge Discovery in Databases (PKDD2019). Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Berlin: Springer, p. 719-734 16 p. (Lecture Notes in Artificial Intelligence; vol. 11908 LNAI).

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

Open Access
File
54 Downloads (Pure)

Datagedreven werken in het ziekenhuis

Porte, P., 25 Aug 2020, Eindhoven: Technische Universiteit Eindhoven. 57 p.

Research output: ThesisPd Eng Thesis

Data-integratie voor klinische innovatie

Dekkers, N., 20 Aug 2020, Eindhoven: Technische Universiteit Eindhoven. 59 p.

Research output: ThesisPd Eng Thesis

Data Minimisation as Privacy and Trust Instrument in Business Processes

Zaman, R., Hassani, M. & van Dongen, B. F., 2020, (Accepted/In press) Business Process Management Workshops (BPM 2020). Springer

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

File
28 Downloads (Pure)

Data standards and data exchange for Construction 4.0

Shelden, D., Pauwels, P., Pishdad-Bozorgi, P. & Tang, S., 2020, Construction 4.0: An Innovation Platform for the Built Environment. Sawhney, A., Riley, M. & Irizarry, J. (eds.). Taylor and Francis Ltd., p. 222-239

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

1 Citation (Scopus)

Daylight: What makes the difference?

Knoop, M., Stefani, O., Bueno, B., Matusiak, B., Hobday, R., Wirz-Justice, A., Martiny, K., Kantermann, T., Aarts, M. P. J., Zemmouri, N., Appelt, S. & Norton, B., 1 May 2020, In : Lighting Research and Technology. 52, 3, p. 423-442 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
9 Citations (Scopus)

Day-to-day needs-based activity-travel dynamics and equilibria in multi-state supernetworks

Liu, P., Liao, F., Tian, Q., Huang, H. J. & Timmermans, H., Feb 2020, In : Transportation Research. Part B: Methodological. 132, p. 208-227 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Deactivation Kinetics of the Catalytic Alkylation Reaction

Sengar, A., Van Santen, R. A. & Kuipers, J. A. M., 2 Jul 2020, In : ACS Catalysis. 10, 13, p. 6988-7006 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Open Access
File
10 Downloads (Pure)

Deciphering the synergy between plasma and catalyst support for ammonia synthesis in a packed dielectric barrier discharge reactor

Patil, B. S., Van Kaathoven, A. S. R., Peeters, F. J. J., Cherkasov, N., Lang, J., Wang, Q. & Hessel, V., 1 Apr 2020, In : Journal of Physics D: Applied Physics. 53, 14, 13 p., 144003.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Decision support tool for energy flexible office buildings

Papachristou, C., Hoes, P-J., Loomans, M. G. L. C. & van Goch, T. A. J., Feb 2020, In : REHVA Journal. 2020, 01, p. 48-55 8 p.

Research output: Contribution to journalArticleProfessional

1 Downloads (Pure)

Decision support tools for pricing in a B2B setting

Ortega Del Vecchyo, M., 2020, Eindhoven: Technische Universiteit Eindhoven. 85 p.

Research output: ThesisPd Eng Thesis

Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction

Fotiadou, E., Xu, M., van Erp, B., van Sloun, R. J. G. & Vullings, R., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers, p. 608-611 4 p. 9175442

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

Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)

de Groof, A. J., Struyvenberg, M. R., Fockens, K. N., van der Putten, J., van der Sommen, F., Boers, T. G., Zinger, S., Bisschops, R., de With, P. H., Pouw, R. E., Curvers, W. L., Schoon, E. J. & Bergman, J. J. G. H. M., Jun 2020, In : Gastrointestinal Endoscopy. 91, 6, p. 1242-1250 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Deep learning and system identification

Ljung, L., Andersson, C., Tiels, K. & Schön, T. B., 27 Feb 2020, (Accepted/In press) Deep learning and system identification. 7 p.

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

Open Access
File

Deep learning approach for ECG-based automatic sleep state classification in preterm infants

Werth, J., Radha, M., Andriessen, P., Aarts, R. & Long, X., 1 Feb 2020, In : Biomedical Signal Processing and Control. 56, 10 p., 101663.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk

Wetstein, S. C., Onken, A. M., Luffman, C., Baker, G. M., Pyle, M. E., Kensler, K. H., Liu, Y., Bakker, B., Vlutters, R., van Leeuwen, M. B., Collins, L. C., Schnitt, S. J., Pluim, J. P. W., Tamimi, R. M., Heng, Y. J. & Veta, M., 15 Apr 2020, In : PLoS ONE. 15, 4, 16 p., e0231653.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
13 Downloads (Pure)

Deep-learning-based preprocessing for quantitative myocardial perfusion MRI

Scannell, C. M., Veta, M., Villa, A. D. M., Sammut, E. C., Lee, J., Breeuwer, M. & Chiribiri, A., Jun 2020, In : Journal of Magnetic Resonance Imaging. 51, 6, p. 1689-1696 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2 Citations (Scopus)

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

Roy, S., Menapace, W., Oei, S., Luijten, B., Fini, E., Saltori, C., Huijben, I., Chennakeshava, N., Mento, F., Sentelli, A., Peschiera, E., Trevisan, R., Maschietto, G., Torri, E., Inchingolo, R., Smargiassi, A., Soldati, G., Rota, P., Passerini, A., van Sloun, R. J. G. & 2 others, Ricci, E. & Demi, L., Aug 2020, In : IEEE Transactions on Medical Imaging. 39, 8, p. 2676-2687 12 p., 9093068.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Deep learning in ultrasound imaging

van Sloun, R. J. G., Cohen, R. & Eldar, Y. C., Jan 2020, In : Proceedings of the IEEE. 108, 1, p. 11-29 19 p., 8808885.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
1 Downloads (Pure)

Deep-learning system detects neoplasia in patients with Barrett’s Esophagus with higher accuracy than endoscopists in a multi-step training and validation study with benchmarking

de Groof, A. J., Struyvenberg, M. R., van der Putten, J., van der Sommen, F., Fockens, K. N., Curvers, W. L., Zinger, S., Pouw, R. E., Coron, E., Baldaque-Silva, F., Pech, O., Weusten, B., Meining, A., Neuhaus, H., Bisschops, R. R., Dent, J., Schoon, E. J., de With, P. H. N. & Bergman, J. J., Mar 2020, In : Gastroenterology. 158, 4, p. 915-929.e4

Research output: Contribution to journalArticleAcademicpeer-review

21 Citations (Scopus)

Deep neural network through an InP SOA-based photonic integrated cross-connect

Shi, B., Calabretta, N. & Stabile, R., 1 Jan 2020, In : IEEE Journal of Selected Topics in Quantum Electronics. 26, 1, 11 p., 8859353.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)
5 Downloads (Pure)

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy

van der Putten, J., Struyvenberg, M., de Groof, J., Scheeve, T., Curvers, W., Schoon, E., Bergman, J. J. G. H. M., de With, P. H. N. & van der Sommen, F., Mar 2020, In : Computerized Medical Imaging and Graphics. 80, 10 p., 101701.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
27 Downloads (Pure)

Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet

Yang, H., Shan, C., Kolen, A. F. & de With, P. H. N., 2020, (Accepted/In press) Proceedings of the 23rd International Conference on Medical Image Computing & Computer Assisted Intervention.

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

Deep Structured Mixtures of Gaussian Processes

Trapp, M., Peharz, R., Pernkopf, F. & Rasmussen, C. E., 26 Apr 2020, (Accepted/In press) International Conference on Artificial Intelligence and Statistics (AISTATS). Proceedings of Machine Learning Research

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

Open Access

Deep unfolded robust PCA with application to clutter suppression in ultrasound

Solomon, O., Cohen, R., Zhang, Y., Yang, Y., He, Q., Luo, J., van Sloun, R. J. G. & Eldar, Y. C., Apr 2020, In : IEEE Transactions on Medical Imaging. 39, 4, p. 1051-1063 13 p., 8836615.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Defect engineering in few-layer black phosphorus for tunable and photostable infrared emission

Khatibi, A., Petruzzella, M., Shokri, B. & Curto, A. G., 1 Jul 2020, In : Optical Materials Express. 10, 7, p. 1488-1496 9 p., 1725.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Open Access

Defining trained immunity and its role in health and disease

Netea, M. G., Domínguez-Andrés, J., Barreiro, L. B., Chavakis, T., Divangahi, M., Fuchs, E., Joosten, L. A. B., van der Meer, J. W. M., Mhlanga, M. M., Mulder, W. J. M., Riksen, N. P., Schlitzer, A., Schultze, J. L., Stabell Benn, C., Sun, J. C., Xavier, R. J. & Latz, E., Jun 2020, In : Nature Reviews Immunology. 20, 6, p. 375–388 14 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Open Access
62 Citations (Scopus)

Defying the Gibbs Phase Rule: Evidence for an Entropy-Driven Quintuple Point in Colloid-Polymer Mixtures

Peters, V. F. D., Vis, M., Gonzalez Garcia, A., Wensink, H. H. & Tuinier, R., 18 Sep 2020, In : Physical Review Letters. 125, 12, 6 p., 127803.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Degradation and excretion of poly(2-oxazoline) based hemostatic materials

Boerman, M. A., Roozen, E. A., Franssen, G. M., Bender, J. C. M. E., Hoogenboom, R., Leeuwenburgh, S. C. G., Laverman, P., van Hest, J. C. M., van Goor, H. & Félix Lanao, R. P., Aug 2020, In : Materialia. 12, 11 p., 100763.

Research output: Contribution to journalArticleAcademicpeer-review

Degradation of Pd/Nb30Ti35Co35/Pd hydrogen permeable membrane: a numerical description

Liang, X., Li, X., Nagaumi, H., Guo, J., Gallucci, F., van Sint Annaland, M. & Liu, D., 1 Mar 2020, In : Journal of Membrane Science. 601, 11 p., 117922.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
3 Downloads (Pure)
17 Downloads (Pure)

De impact van flexibele arbeidscontracten op de vitaliteit en productiviteit van de flexwerkers

Hosseini, Z., Koopmans, L. & Verbiest, S., 11 Feb 2020, In : Tijdschrift voor HRM. 23, 1, p. 1-26 26 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

De invloed van de stedelijke omgeving en routekeuze op de actieradius van elektrische voertuigen

Donkers, A. J. A., Quee, J. & de Vries, L., Jun 2020, In : Tijdschrift Vervoerswetenschap. 2020-3

Research output: Contribution to journalArticleProfessional

Open Access

De invloed van lean management op de beheersing van het bouwproces

van den Bouwhuijsen, W. J. M. J., 30 Jun 2020, Eindhoven: Technische Universiteit Eindhoven. 238 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File
234 Downloads (Pure)

De invloed van verwachtingsmanagement op postoperatieve tevredenheid van totale knieprothese patiënten, een gerandomiseerde gecontroleerde studie: de EKSPECT-studie

Tolk, J. J., Janssen, R. P. A., Bierma-Zeinstra, S. M. A., Runhaar, J., van der Steen, M. C. & Reijman, M., 26 Mar 2020, (Accepted/In press).

Research output: Contribution to conferencePaper

Delineation of the molecular determinants of the unique allosteric binding site of the orphan nuclear receptor RORγt

Leijten-van de Gevel, I. A. & Brunsveld, L., 3 Jul 2020, In : Journal of Biological Chemistry. 295, 27, p. 9183-9191 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Deliverable D1.1e: Report of Historic Urban Landscape Workshop V Amsterdam (online)

Pintossi, N. & Ikiz Kaya, D., 2020, (Unpublished) 43 p.

Research output: Book/ReportReportAcademic

Deliverable D1.2: Videos online of HUL workshops

Pintossi, N. & Ikiz Kaya, D., 2020, (Unpublished) 20 p.

Research output: Book/ReportReportAcademic

Delivery Systems with Crowd-Sourced Drivers: A Pickup and Delivery Problem with Transfers

Sampaio, A. H., Savelsbergh, M. W. P., Veelenturf, L. P. & van Woensel, T., 1 Sep 2020, In : Networks. 76, 2, p. 232-255 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Demand-driven science parks: the perceived benefits and trade-offs of tenant firms with regard to science park attributes

Ng, W. K. B., 14 Jan 2020, Eindhoven: Technische Universiteit Eindhoven. 184 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File
163 Downloads (Pure)
Open Access
File
9 Downloads (Pure)

Demonstration of SDN-Enabled Hybrid Polling Algorithm for Packet Contention Resolution in Optical Data Center Network

Wang, F., Liu, B., Xue, X., Zhang, L., Yan, F., Magalhaes, E., Zhang, Q., Xin, X. & Calabretta, N., 15 Jun 2020, In : Journal of Lightwave Technology. 38, 12, p. 3296-3304 9 p., 9015983.

Research output: Contribution to journalArticleAcademicpeer-review