Ian T. Nabney

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 12

Top Topics

Visual Analytics

Heterogeneous Data

Top Venues

Publications

Doaa Alamoudi, Ian T. Nabney, Esther Crawley
Evaluating the Effectiveness of the SleepTracker App for Detecting Anxiety- and Depression-Related Sleep Disturbances. Sensors 24 (3) (2024)
Doaa Alamoudi, Ian T. Nabney, Esther Crawley
Smartphone Sensors to Measure Individual Sleeping Pattern: Experimental Study. BIODEVICES (2023)
Romana Burgess, Iryna Culpin, Helen Bould, Rebecca Pearson, Ian T. Nabney
A Quantitative Comparison of Manual vs. Automated Facial Coding Using Real Life Observations of Fathers. PervasiveHealth (2022)
Wajahat Kazmi, Ian T. Nabney, George Vogiatzis, Peter Rose, Alexander Codd
An Efficient Industrial System for Vehicle Tyre (Tire) Detection and Text Recognition Using Deep Learning. IEEE Trans. Intell. Transp. Syst. 22 (2) (2021)
Wajahat Kazmi, Ian T. Nabney, George Vogiatzis, Peter Rose, Alexander Codd
Vehicle tire (tyre) detection and text recognition using deep learning. CASE (2019)
Alex Endert, W. Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi
The State of the Art in Integrating Machine Learning into Visual Analytics. CoRR (2018)
Alina Patelli, Peter R. Lewis, Anikó Ekárt, Hai H. Wang, Ian T. Nabney, David Bennett, Ralph Lucas, Alex Cole
An architecture for the autonomic curation of crowdsourced knowledge. Clust. Comput. 20 (3) (2017)
Vânia Almeida, Ian T. Nabney
Detecting dynamical changes in vital signs using switching Kalman filter. EMBC (2017)
Alex Endert, W. Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi
The State of the Art in Integrating Machine Learning into Visual Analytics. Comput. Graph. Forum 36 (8) (2017)
Mehryar Emambakhsh, Yulan He, Ian T. Nabney
Handwritten and Machine-Printed Text Discrimination Using a Template Matching Approach. DAS (2016)
Vânia G. Almeida, Ian T. Nabney
Early warnings of heart rate deterioration. EMBC (2016)
Alina Patelli, Peter R. Lewis, Hai H. Wang, Ian T. Nabney, David Bennett, Ralph Lucas, Alex Cole
Autonomic Curation of Crowdsourced Knowledge: The Case of Career Data Management. ICCAC (2016)
Michel F. Randrianandrasana, Shahzad Mumtaz, Ian T. Nabney
Visualisation of Heterogeneous Data with the Generalised Generative Topographic Mapping. IVAPP (2015)
Egle Bunkute, Christopher Cummins, Fraser J. Crofts, Gareth Bunce, Ian T. Nabney, Darren R. Flower
PIP-DB: the Protein Isoelectric Point database. Bioinform. 31 (2) (2015)
Shahzad Mumtaz, Darren R. Flower, Ian T. Nabney
Multi-level Visualisation using Gaussian Process Latent Variable Models. IVAPP (2014)
William Plant, Joanna Lumsden, Ian T. Nabney
The Mosaic Test: measuring the effectiveness of colour-based image retrieval. Multim. Tools Appl. 64 (3) (2013)
Waljinder S. Gill, Ian T. Nabney, Daniel Wells
Inference of helicopter airframe condition. MLSP (2013)
Niya Chen, Zheng Qian, Ian T. Nabney, Xiaofeng Meng
Short-Term Wind Power Forecasting Using Gaussian Processes. IJCAI (2013)
Waljinder S. Gill, Ian T. Nabney, Daniel Wells
Helicopter vibration sensor selection using data visualisation. MLSP (2012)
Shahzad Mumtaz, Ian T. Nabney, Darren R. Flower
Novel visualization methods for protein data. CIBCB (2012)
J. Víctor Marcos, Roberto Hornero, Ian T. Nabney, Daniel Álvarez, Félix del Campo
Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis. EMBC (2011)
Ryszard Maciol, Yuan Yuan, Ian T. Nabney
Colour Image Coding with Matching Pursuit in the Spatio-frequency Domain. ICIAP (1) (2011)
John R. Owen, Ian T. Nabney, José L. Medina-Franco, Fabian López-Vallejo
Visualization of Molecular Fingerprints. J. Chem. Inf. Model. 51 (7) (2011)
William Plant, Joanna Lumsden, Ian T. Nabney
The Mosaic Test: Benchmarking Colour-based Image Retrieval Systems Using Image Mosaics. EuroHCIR (2011)
Hang T. Nguyen, Ian T. Nabney
Variational inference for Student-t MLP models. Neurocomputing 73 (16-18) (2010)
Hang T. Nguyen, Ian T. Nabney
Energy forward price prediction with a hybrid adaptive model. CIFEr (2009)
Martin Schroeder, Dan Cornford, Ian T. Nabney
Data Visualisation and Exploration with Prior Knowledge. EANN (2009)
Hang T. Nguyen, Ian T. Nabney
Combining the Wavelet Transform and Forecasting Models to Predict Gas Forward Prices. ICMLA (2008)
Ben Van Calster, Dirk Timmerman, Ian T. Nabney, Lil Valentin, Antonia C. Testa, Caroline Van Holsbeke, Ignace Vergote, Sabine Van Huffel
Using Bayesian neural networks with ARD input selection to detect malignant ovarian masses prior to surgery. Neural Comput. Appl. 17 (5-6) (2008)
Dharmesh M. Maniyar, Ian T. Nabney, Bruce S. Williams, Andreas Sewing
Data Visualization during the Early Stages of Drug Discovery. J. Chem. Inf. Model. 46 (4) (2006)
Dharmesh M. Maniyar, Ian T. Nabney
Visual data mining using principled projection algorithms and information visualization techniques. KDD (2006)
Ben Van Calster, Dirk Timmerman, Ian T. Nabney, Lil Valentin, Caroline Van Holsbeke, Sabine Van Huffel
Classifying ovarian tumors using Bayesian Multi-Layer Perceptrons and Automatic Relevance Determination: A multi-center study. EMBC (2006)
Dharmesh M. Maniyar, Ian T. Nabney
Data Visualization with Simultaneous Feature Selection. CIBCB (2006)
Ian T. Nabney, Yi Sun, Peter Tiño, Ata Kabán
Semisupervised Learning of Hierarchical Latent Trait Models for Data Visualization. IEEE Trans. Knowl. Data Eng. 17 (3) (2005)
Davide D'Alimonte, David Lowe, Ian T. Nabney, Vassilis Mersinias, Colin P. Smith
MILVA: An interactive tool for the exploration of multidimensional microarray data. Bioinform. 21 (22) (2005)
Dharmesh M. Maniyar, Ian T. Nabney
Guiding Local Regression Using Visualisation. Deterministic and Statistical Methods in Machine Learning (2004)
Ian T. Nabney
Efficient Training Of Rbf Networks For Classification. Int. J. Neural Syst. 14 (3) (2004)
Peter Tiño, Ian T. Nabney, Bruce S. Williams, Jens Lösel, Yi Sun
Nonlinear Prediction of Quantitative Structure-Activity Relationships. J. Chem. Inf. Model. 44 (5) (2004)
Robert J. Bullen, Dan Cornford, Ian T. Nabney
Outlier detection in scatterometer data: neural network approaches. Neural Networks 16 (3-4) (2003)
Peter Tiño, Ian T. Nabney
Hierarchical GTM: Constructing Localized Nonlinear Projection Manifolds in a Principled Way. IEEE Trans. Pattern Anal. Mach. Intell. 24 (5) (2002)
Peter Tiño, Ian T. Nabney, Yi Sun
Using Directional Curvatures to Visualize Folding Patterns of the GTM Projection Manifolds. ICANN (2001)
David J. Evans, Dan Cornford, Ian T. Nabney
Structured neural network modelling of multi-valued functions for wind vector retrieval from satellite scatterometer measurements. Neurocomputing 30 (1-4) (2000)
Lars U. Hjorth, Ian T. Nabney
Bayesian Training of Mixture Density Networks. IJCNN (4) (2000)
Ian T. Nabney, Dan Cornford, Christopher K. I. Williams
Bayesian inference for wind field retrieval. Neurocomputing 30 (1-4) (2000)
Dan Cornford, Guillaume Ramage, Ian T. Nabney
A scatterometer neural network sensor model with input noise. Neurocomputing 30 (1-4) (2000)
W. A. Wright, Guillaume Ramage, Dan Cornford, Ian T. Nabney
Neural Network Modelling with Input Uncertainty: Theory and Application. J. VLSI Signal Process. 26 (1-2) (2000)
Mehdi Azzouzi, Ian T. Nabney
Modelling financial time series with switching state space models. CIFEr (1999)
Dan Cornford, Ian T. Nabney, Christopher M. Bishop
Neural Network-Based Wind Vector Retrieval from Satellite Scatterometer Data. Neural Comput. Appl. 8 (3) (1999)
Dan Cornford, Ian T. Nabney, Christopher K. I. Williams
Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields. NIPS (1998)
Ian T. Nabney, Mickael J. S. Paven, Richard C. Eldridge, Clive Lee
Practical Assessment of Neural Network Applications. SAFECOMP (1997)
Christopher M. Bishop, Ian T. Nabney
Modeling Conditional Probability Distributions for Periodic Variables. Neural Comput. 8 (5) (1996)
Ansgar Heinrich Ludolf West, David Saad, Ian T. Nabney
The Learning Dynamcis of a Universal Approximator. NIPS (1996)
Ian T. Nabney, David C. Cressy
Neural Network Control of a Gas Turbine. Neural Comput. Appl. 4 (4) (1996)
David C. Cressy, Ian T. Nabney, Adrian M. Simper
Neural Control of a Batch Distillation. Neural Comput. Appl. 1 (2) (1993)