The State of the Art in Integrating Machine Learning into Visual Analytics
Endert, A., Ribarsky, W., Turkay, C., Wong, B.L. William, Nabney, I., Blanco, I. Díaz, Rossi, F.
Published in Computer graphics forum (01.12.2017)
Published in Computer graphics forum (01.12.2017)
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Journal Article
Quantifying the efficacy of an automated facial coding software using videos of parents
Burgess, R., Culpin, I., Costantini, I., Bould, H., Nabney, I., Pearson, R. M.
Published in Frontiers in psychology (31.07.2023)
Published in Frontiers in psychology (31.07.2023)
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Journal Article
Hierarchical GTM: constructing localized nonlinear projection manifolds in a principled way
Tino, P., Nabney, I.
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2002)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2002)
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Journal Article
The Bayesian approach: a natural framework for statistical modeling
Van Calster, B., Nabney, I., Timmerman, D., Van Huffel, S.
Published in Ultrasound in obstetrics & gynecology (01.05.2007)
Published in Ultrasound in obstetrics & gynecology (01.05.2007)
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Journal Article
Semisupervised learning of hierarchical latent trait models for data visualization
Nabney, I.T., Sun, Y., Tino, P., Kaban, A.
Published in IEEE transactions on knowledge and data engineering (01.03.2005)
Published in IEEE transactions on knowledge and data engineering (01.03.2005)
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Journal Article
Helicopter vibration sensor selection using data visualisation
Gill, W. S., Nabney, I. T., Wells, D.
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
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Conference Proceeding
Benchmarking beat classification algorithms
Nabney, I.T., Evans, D.J., Tenner, J., Gamlyn, L.
Published in Computers in Cardiology 2001. Vol.28 (Cat. No.01CH37287) (2001)
Published in Computers in Cardiology 2001. Vol.28 (Cat. No.01CH37287) (2001)
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Conference Proceeding
Neural network modelling with input uncertainty: Theory and application
Wright, W A, Ramage, G, Cornford, D, Nabney, I T
Published in Journal of VLSI signal processing (01.08.2000)
Published in Journal of VLSI signal processing (01.08.2000)
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Journal Article
The State of the Art in Integrating Machine Learning into Visual Analytics
Endert, A, Ribarsky, W, Turkay, C, Wong, W, Nabney, I, I Díaz Blanco, Rossi, Fabrice
Published in arXiv.org (22.02.2018)
Published in arXiv.org (22.02.2018)
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Paper
Journal Article
Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis
Marcos, J. V., Hornero, R., Nabney, I. T., Alvarez, D., Del Campo, F.
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
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Conference Proceeding
Journal Article
Novel visualization methods for protein data
Mumtaz, S., Nabney, I. T., Flower, D.
Published in 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (01.05.2012)
Published in 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (01.05.2012)
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Conference Proceeding
Nonlinear Prediction of Quantitative Structure−Activity Relationships
Tiño, Peter, Nabney, Ian T, Williams, Bruce S, Lösel, Jens, Sun, Yi
Published in Journal of Chemical Information and Computer Sciences (01.09.2004)
Published in Journal of Chemical Information and Computer Sciences (01.09.2004)
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Journal Article
MILVA: An interactive tool for the exploration of multidimensional microarray data
D'Alimonte, Davide, Lowe, David, Nabney, Ian T., Mersinias, Vassilis, Smith, Colin P.
Published in Bioinformatics (15.11.2005)
Published in Bioinformatics (15.11.2005)
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Journal Article
Classifying ovarian tumors using Bayesian Multi-Layer Perceptrons and Automatic Relevance Determination: A multi-center study
Van Calster, B., Timmerman, D., Nabney, I.T., Valentin, L., Van Holsbeke, C., Van Huffel, S.
Published in 2006 International Conference of the IEEE Engineering in Medicine and Biology Society (2006)
Published in 2006 International Conference of the IEEE Engineering in Medicine and Biology Society (2006)
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Conference Proceeding
Journal Article
Guiding Local Regression Using Visualisation
Maniyar, Dharmesh M., Nabney, Ian T.
Published in Deterministic and Statistical Methods in Machine Learning (2005)
Published in Deterministic and Statistical Methods in Machine Learning (2005)
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Book Chapter
Conference Proceeding
Bayesian inference for wind field retrieval
Nabney, Ian T., Cornford, Dan, Williams, Christopher K.I.
Published in Neurocomputing (Amsterdam) (2000)
Published in Neurocomputing (Amsterdam) (2000)
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Journal Article