Bayesian Intelligent Autonomous Systems Lab

Onderzoeksoutput 1999 2019

Filter
Conferentiebijdrage
2019

Robust Bayesian beamforming for sources at different distances with applications in urban monitoring

Wijnings, P., Stuijk, S., de Vries, B. & Corporaal, H., 17 apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: Institute of Electrical and Electronics Engineers, blz. 4325-4329 5 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Beamforming
Acoustics
Sampling
Smart sensors
Importance sampling
2018

Acoustic scene classification from few examples

Bocharov, I., Tjalkens, T. & de Vries, B., sep 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. Piscataway: Institute of Electrical and Electronics Engineers, Vol. 2018-September, blz. 862-866 5 blz. 8553184

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Classifiers
Acoustics
Hearing aids

ForneyLab.jl: a Julia toolbox for factor graph-based probabilistic programming

van de Laar, T. W., Cox, M. G. H. & de Vries, A., 8 aug 2018, JuliaCon.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

1 Citaat (Scopus)

Online variational message passing in the hierarchical Gaussian filter

Senoz, I. & De Vries, B., 17 sep 2018, 2018 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2018 - Proceedings. Pustelnik, N., Tan, Z-H., Ma, Z. & Larsen, J. (redactie). Piscataway: IEEE Computer Society, Vol. 2018-September, 6 blz. 8517019

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Message passing
State estimation
Parameter estimation
Free energy
Casting
2017

A Gaussian process mixture prior for hearing loss modeling

Cox, M. G. H. & de Vries, A., 9 jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, Technische Universiteit Eindhoven, 9-10 June 2017. Duivesteijn, W., Pechenizkiy, M. & Fletcher, G. H. L. (redactie). blz. 74-76

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Audition
Learning systems
Experiments

An in-situ trainable gesture classifier

van Diepen, A., Cox, M. G. H. & de Vries, A., 10 jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, Technische Universiteit Eindhoven, 9-10 June 2017. Duivesteijn, W., Pechenizkiy, M. & Fletcher, G. H. L. (redactie). blz. 66-68

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Gesture recognition
Classifiers
Casting

A parametric approach to Bayesian optimization with pairwise comparisons

Cox, M. G. H. & de Vries, A., 9 dec 2017, NIPS Workshop on Bayesian Optimization, December 9, 2017, Long Beach, USA.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand

K-shot learning of acoustic context

Bocharov, I., de Vries, A. & Tjalkens, T., 2017, NIPS Workshop on Machine Learning for Audio Signal Processing, 8 December 2017, Long Beach, California. blz. 1-6

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaties (Scopus)

Smart office lighting control using occupancy sensors

Wang, X., Linnartz, J-P. & Tjalkens, T. J., 16 mei 2017, 2017 IEEE 14th International Conference on Networking, Sensing and Control (ICNSC) . Piscataway: Institute of Electrical and Electronics Engineers, 6 blz. 8000135

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Lighting
Sensors
Light emitting diodes
Energy utilization

Variational stabilized linear forgetting in state-space models

van de Laar, T. W., Cox, M. G. H., van Diepen, A. & de Vries, A., 23 okt 2017, 2017 25th European Signal Processing Conference (EUSIPCO), 28 August - 2 September 2017, Kos, Greece . Piscataway: Institute of Electrical and Electronics Engineers, blz. 818-822 5 blz. 8081321

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Message passing
State estimation
Parameter estimation
Switches
Data storage equipment
2016

An intelligent lighting system: learn user preferences from inconsistent feedback

Wang, X., Linnartz, J. P. & Tjalkens, T. J., 2016, Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct. New York: Association for Computing Machinery, Inc, blz. 1620-1626 7 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Lighting
Feedback
Learning algorithms
2015
1 Citaat (Scopus)

Using a penalized maximum likelihood model for feature selection

Jalalirad, A. & Tjalkens, T. J., 2015, Machine Learning for Signal Processing (MLSP), 2015 IEEE 25th International Workshop on. Institute of Electrical and Electronics Engineers

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2014
1 Citaat (Scopus)

A probabilistic approach to hearing loss compensation

Farmani, M. & Vries, de, B., 2014, IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 21-24 September 2014, Reims, France. Piscataway: Institute of Electrical and Electronics Engineers, blz. 14-1/6

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Audition
Compaction
Hearing aids
Compensation and Redress
3 Citaties (Scopus)

Contrast-ultrasound dispersion imaging of cancer neovascularization by mutual-information analysis

Mischi, M., Bouhouch, N., Demi, L., Kuenen, M. P. J., Arnoud, P., Rosette, de la, J. J. M. C. H., Tjalkens, T. J. & Wijkstra, H., 2014, Proceedings of the 2014 IEEE International Ultrasonics Symposium (IUS), 3-6 September 2014, Chicago, Illinois. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1148-1151

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Ultrasonography
Prostatic Neoplasms
Contrast Media
Neoplasms
Spatio-Temporal Analysis

Maximum-likelihood feature model selection

Jalalirad, A. & Tjalkens, T. J., 2014, Proceedings of the 35th Symposium on Information Theory in the Benelux and the 4th Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux, 12-13 May 2014, Eindhoven, The Netherlands. Skoric, B. & Ignatenko, T. (redactie). Eindhoven: Eindhoven University of Technology, blz. -126-131

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review