Dr Bjorn Jensen

  • Lecturer in Computing Science( Applied Machine LEarning) (Computing Science)

telephone: 0141 330 1639
email: Bjorn.Jensen@glasgow.ac.uk

Biography

Coming soon...

Teaching

  • 2016-2017: Artificial Intelligence (H) COMPSCI4004 (Semester 1)

Additional information

  • 2016- : Member of the research student committee in the School of Computing Science

Publications

List by: Type | Date

Jump to: 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2008
Number of items: 18.

2015

Madsen, J., Sand Jensen, B., and Larson, J. (2015) Learning Combinations of Multiple Feature Representations for Music Emotion Prediction. In: ASM '15: 1st International Workshop on Affect and Sentiment in Multimedia, Brisbane, Australia, 26-30 Oct 2015, pp. 3-8. ISBN 9781450337502 (doi:10.1145/2813524.2813534)

Sand Jensen, B., Nielsen, J. B., and Larsen, J. (2015) Perspectives on Bayesian Optimization for HCI. In: CHI 2015: Workshop on Principles, Techniques and Perspectives on Optimization and HCI, Seoul, Republic of Korea, 18-23 Apr 2015,

2014

Madsen, J., Sand Jensen, B., and Larsen, J. (2014) Modeling Temporal Structure in Music for Emotion Prediction using Pairwise Comparisons. In: ISMIR 2014: 15th International Society of Music Information Retrieval Conference, Taipei, Taiwan, 27-31 Oct 2014,

2013

Nielsen, J. B., Sand Jensen, B., Hansen, T. J., and Larsen, J. (2013) Personalized audio systems - a Bayesian approach. In: 135th International AES Convention, New York City, NY, USA, 17-20 Oct 2013,

Madsen, J., Sand Jensen, B., and Larsen, J. (2013) Predictive modeling of expressed emotions in music using pairwise comparisons. Lecture Notes in Computer Science, 7900, pp. 253-277. (doi:10.1007/978-3-642-41248-6_14)

Nielsen, J. B., Nielsen, J., Sand Jensen, B., and Larsen, J. (2013) Hearing Aid Personalization. In: 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging 2013, Lake Tahoe, NV, USA, 5-10 Dec 2013,

Sand Jensen, B., Troelsgaard, R., Larsen, J., and Hansen, L. K. (2013) Towards a universal representation for audio information retrieval and analysis. In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, Canada, 26-31 May 2013, pp. 3168-3172. ISBN 9781479903566 (doi:10.1109/ICASSP.2013.6638242)

Sand Jensen, B., Nielsen, J. B., and Larsen, J. (2013) Bounded Gaussian Process Regression. In: 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Southampton, UK, 22-25 Sept 2013, pp. 1-6. ISBN 9781479911806 (doi:10.1109/MLSP.2013.6661916)

2012

Alstrøm, T. S., Sand Jensen, B., Schmidt, M. N., Kostesha, N. V., and Larsen, J. (2012) Haussdorff and hellinger for colorimetric sensor array classification. In: 2012 IEEE International Workshop on Machine Learning for Signal Processing, Santander, Spain, 23-26 Sep 2012, pp. 1-6. ISBN 9781467310246 (doi:10.1109/MLSP.2012.6349724)

Madsen, J., Nielsen, J. B., Sand Jensen, B., and Larsen, J. (2012) Modeling expressed emotions in music using pairwise comparisons. In: 9th International Symposium on Computer Music Modelling and Retrieval (CMMR 2012), London, UK, 19-22 Jun 2012, pp. 526-533.

Madsen, J., Sand Jensen, B., Larsen, J., and Nielsen, J. B. (2012) Towards predicting expressed emotion in music from pairwise comparisons. In: 9th Sound and Music Computing Conference (SMC 2012), Copenhagen, Denmark, 11-14 Jul 2012, pp. 350-357.

Nielsen, J. B., Sand Jensen, B., and Larsen, J. (2012) Pseudo inputs for pairwise learning with Gaussian processes. In: 2012 IEEE International Workshop on Machine Learning for Signal Processing, Santander, Spain, 23-26 Sep 2012, pp. 1-6. ISBN 9781467310246 (doi:10.1109/MLSP.2012.6349812)

Sand Jensen, B., Saez Gallego, J., and Larsen, J. (2012) A predictive model of music preference using pairwise comparisons. In: 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 Mar 2012, pp. 1977-1980. ISBN 9781467300452 (doi:10.1109/ICASSP.2012.6288294)

2011

Nielsen, J. B., Sand Jensen, B., and Larsen, J. (2011) On sparse multi-task Gaussian process priors for music preference learning. In: 25th Annual Conference on Neural Information Processing Systems : CMPL workshop, Granada, Spain, 12-17 Dec 2011, pp. 1-8.

Sand Jensen, B., Nielsen, J. B., and Larsen, J. (2011) Efficient preference learning with pairwise continuous observations and Gaussian processes. In: 2011 IEEE International Workshop on Machine Learning for Signal Processing, Santander, Spain, 18-21 Sep 2011, pp. 1-6. ISBN 9781457716218 (doi:10.1109/MLSP.2011.6064616)

2010

Sand Jensen, B., Larsen, J. E., Jensen, K., Larsen, J., and Hansen, L. K. (2010) Estimating human predictability from mobile sensor data. In: 2010 IEEE International Workshop on Machine Learning for Signal Processing, Kittilä, Finland, 29 Aug - 01 Sep 2010, pp. 196-201. ISBN 9781424478750 (doi:10.1109/MLSP.2010.5588997)

Sand Jensen, B., Larsen, J., Jensen, K., Larsen, J. E., and Hansen, L. K. (2010) Predictability of mobile phone associations. In: 21st European Conference on Machine Learning : Mining Ubiquitous and Social Environments Workshop, Barcelona, Spain, 20-24 Sep 2010, pp. 91-105.

2008

Tranberg-Hansen, A. S., Madsen, J., and Sand Jensen, B. (2008) A service based estimation method for MPSoC performance modelling. In: Third International Symposium on Industrial Embedded Systems (SIES 2008), Montpellier, France, 11-13 Jun 2008, pp. 43-50. ISBN 9781424419944 (doi:10.1109/SIES.2008.4577679)

This list was generated on Tue Mar 28 10:58:46 2017 BST.
Number of items: 18.

Articles

Madsen, J., Sand Jensen, B., and Larsen, J. (2013) Predictive modeling of expressed emotions in music using pairwise comparisons. Lecture Notes in Computer Science, 7900, pp. 253-277. (doi:10.1007/978-3-642-41248-6_14)

Conference Proceedings

Madsen, J., Sand Jensen, B., and Larson, J. (2015) Learning Combinations of Multiple Feature Representations for Music Emotion Prediction. In: ASM '15: 1st International Workshop on Affect and Sentiment in Multimedia, Brisbane, Australia, 26-30 Oct 2015, pp. 3-8. ISBN 9781450337502 (doi:10.1145/2813524.2813534)

Sand Jensen, B., Nielsen, J. B., and Larsen, J. (2015) Perspectives on Bayesian Optimization for HCI. In: CHI 2015: Workshop on Principles, Techniques and Perspectives on Optimization and HCI, Seoul, Republic of Korea, 18-23 Apr 2015,

Madsen, J., Sand Jensen, B., and Larsen, J. (2014) Modeling Temporal Structure in Music for Emotion Prediction using Pairwise Comparisons. In: ISMIR 2014: 15th International Society of Music Information Retrieval Conference, Taipei, Taiwan, 27-31 Oct 2014,

Nielsen, J. B., Sand Jensen, B., Hansen, T. J., and Larsen, J. (2013) Personalized audio systems - a Bayesian approach. In: 135th International AES Convention, New York City, NY, USA, 17-20 Oct 2013,

Nielsen, J. B., Nielsen, J., Sand Jensen, B., and Larsen, J. (2013) Hearing Aid Personalization. In: 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging 2013, Lake Tahoe, NV, USA, 5-10 Dec 2013,

Sand Jensen, B., Troelsgaard, R., Larsen, J., and Hansen, L. K. (2013) Towards a universal representation for audio information retrieval and analysis. In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, Canada, 26-31 May 2013, pp. 3168-3172. ISBN 9781479903566 (doi:10.1109/ICASSP.2013.6638242)

Sand Jensen, B., Nielsen, J. B., and Larsen, J. (2013) Bounded Gaussian Process Regression. In: 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Southampton, UK, 22-25 Sept 2013, pp. 1-6. ISBN 9781479911806 (doi:10.1109/MLSP.2013.6661916)

Alstrøm, T. S., Sand Jensen, B., Schmidt, M. N., Kostesha, N. V., and Larsen, J. (2012) Haussdorff and hellinger for colorimetric sensor array classification. In: 2012 IEEE International Workshop on Machine Learning for Signal Processing, Santander, Spain, 23-26 Sep 2012, pp. 1-6. ISBN 9781467310246 (doi:10.1109/MLSP.2012.6349724)

Madsen, J., Nielsen, J. B., Sand Jensen, B., and Larsen, J. (2012) Modeling expressed emotions in music using pairwise comparisons. In: 9th International Symposium on Computer Music Modelling and Retrieval (CMMR 2012), London, UK, 19-22 Jun 2012, pp. 526-533.

Madsen, J., Sand Jensen, B., Larsen, J., and Nielsen, J. B. (2012) Towards predicting expressed emotion in music from pairwise comparisons. In: 9th Sound and Music Computing Conference (SMC 2012), Copenhagen, Denmark, 11-14 Jul 2012, pp. 350-357.

Nielsen, J. B., Sand Jensen, B., and Larsen, J. (2012) Pseudo inputs for pairwise learning with Gaussian processes. In: 2012 IEEE International Workshop on Machine Learning for Signal Processing, Santander, Spain, 23-26 Sep 2012, pp. 1-6. ISBN 9781467310246 (doi:10.1109/MLSP.2012.6349812)

Sand Jensen, B., Saez Gallego, J., and Larsen, J. (2012) A predictive model of music preference using pairwise comparisons. In: 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 Mar 2012, pp. 1977-1980. ISBN 9781467300452 (doi:10.1109/ICASSP.2012.6288294)

Nielsen, J. B., Sand Jensen, B., and Larsen, J. (2011) On sparse multi-task Gaussian process priors for music preference learning. In: 25th Annual Conference on Neural Information Processing Systems : CMPL workshop, Granada, Spain, 12-17 Dec 2011, pp. 1-8.

Sand Jensen, B., Nielsen, J. B., and Larsen, J. (2011) Efficient preference learning with pairwise continuous observations and Gaussian processes. In: 2011 IEEE International Workshop on Machine Learning for Signal Processing, Santander, Spain, 18-21 Sep 2011, pp. 1-6. ISBN 9781457716218 (doi:10.1109/MLSP.2011.6064616)

Sand Jensen, B., Larsen, J. E., Jensen, K., Larsen, J., and Hansen, L. K. (2010) Estimating human predictability from mobile sensor data. In: 2010 IEEE International Workshop on Machine Learning for Signal Processing, Kittilä, Finland, 29 Aug - 01 Sep 2010, pp. 196-201. ISBN 9781424478750 (doi:10.1109/MLSP.2010.5588997)

Sand Jensen, B., Larsen, J., Jensen, K., Larsen, J. E., and Hansen, L. K. (2010) Predictability of mobile phone associations. In: 21st European Conference on Machine Learning : Mining Ubiquitous and Social Environments Workshop, Barcelona, Spain, 20-24 Sep 2010, pp. 91-105.

Tranberg-Hansen, A. S., Madsen, J., and Sand Jensen, B. (2008) A service based estimation method for MPSoC performance modelling. In: Third International Symposium on Industrial Embedded Systems (SIES 2008), Montpellier, France, 11-13 Jun 2008, pp. 43-50. ISBN 9781424419944 (doi:10.1109/SIES.2008.4577679)

This list was generated on Tue Mar 28 10:58:46 2017 BST.