Outputs (126)

Human-machine interaction issues in quality control based on on-line image classification (2009)
Journal Article
Lughofer, E., Smith, J., Tahir, M., Caleb-Solly, P., Eitzinger, C., Sannen, D., & Nuttin, M. (2009). Human-machine interaction issues in quality control based on on-line image classification. IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, 39(5), 960-971. https://doi.org/10.1109/TSMCA.2009.2025025

This paper considers on a number of issues that arise when a trainable machine vision system learns directly from humans. We contrast this to the ldquonormalrdquo situation where machine learning (ML) techniques are applied to a ldquocleanedrdquo dat... Read More about Human-machine interaction issues in quality control based on on-line image classification.

Aspect oriented software fault tolerance (2009)
Presentation / Conference
Hameed, K., Williams, R., & Smith, J. (2009, July). Aspect oriented software fault tolerance. Paper presented at 4th International Conference on Computer Science & Education (WCE09), Nanning, China

A genetic approach to statistical disclosure control (2009)
Journal Article
Smith, J., Clark, A., & Staggemeier, A. T. (2009). A genetic approach to statistical disclosure control

Learning through programming games: Teaching AI with pacman and netlogo (2009)
Presentation / Conference
Smith, J. (2009, June). Learning through programming games: Teaching AI with pacman and netlogo. Paper presented at Proceedings of the 5th UK Conference on AI in Education, Higher Education Academy Information and Computer Sciences Subject Centre (HEA-ICS)

On human-machine interaction during online image classifier training (2008)
Presentation / Conference
Lughofer, E., Smith, J., Tahir, M., Caleb-Solly, P., Eitzinger, C., Sannen, D., & van Brussels, H. (2008, December). On human-machine interaction during online image classifier training. Paper presented at Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA), Vienna, Austria

Interactive parameter adaptation tool for image segmentation (2008)
Presentation / Conference
Pauplin, O., Caleb-Solly, P., & Smith, J. (2008, July). Interactive parameter adaptation tool for image segmentation. Paper presented at IADIS Computer Graphics and Visualization 2008 (CGV 2008) Conference, Amsterdam, The Netherlands

An on-line interactive self-adaptive image classification framework (2008)
Journal Article
Sannen, D., Nuttin, M., Smith, J., Tahir, M. A., Caleb-Solly, P., Lughofer, E., & Eitzinger, C. (2008). An on-line interactive self-adaptive image classification framework. Lecture Notes in Artificial Intelligence, 5008 LNCS, 171-180. https://doi.org/10.1007/978-3-540-79547-6_17

In this paper we present a novel image classification framework, which is able to automatically re-configure and adapt its feature-driven classifiers and improve its performance based on user interaction during on-line processing mode. Special emphas... Read More about An on-line interactive self-adaptive image classification framework.

Proposing a pre-processing optimisation applied to the classical integer programming model for statistical disclosure control (2008)
Presentation / Conference
Serpell, M., Clark, A., Smith, J., & Staggemeier, A. T. (2008, June). Proposing a pre-processing optimisation applied to the classical integer programming model for statistical disclosure control. Paper presented at PSD '08 Proceedings of the UNESCO Chair in data privacy international conference on Privacy in Statistical Databases

Re-usable online assessment materials for teaching artificial intelligence (2008)
Presentation / Conference
Smith, J. (2008, June). Re-usable online assessment materials for teaching artificial intelligence. Paper presented at Proceedings of the 4th UK Conference on AI in Education, Higher Education Academy Information and Computer Sciences Subject Centre (HEA-ICS)

A novel feature selection based semi-supervised method for image classification (2008)
Presentation / Conference
Tahir, M. A., Smith, J., & Caleb-Solly, P. (2008, June). A novel feature selection based semi-supervised method for image classification. Paper presented at Proceedings of 6th International Conference on Computer Vision Systems