All Outputs (5)

Self-Organizing maps for the automatic interpretation of crowd dynamics (2008)
Journal Article
Monekosso, N., Zhan, B., Remagnino, P., Monekosso, D., & Velastin, S. (2008). Self-Organizing maps for the automatic interpretation of crowd dynamics. Lecture Notes in Artificial Intelligence, 5358 LNCS(PART 1), 440-449. https://doi.org/10.1007/978-3-540-89639-5_42

This paper introduces the use of self-organizing maps for the visualization of crowd dynamics and to learn models of the dominant motions of crowds in complex scenes. The self-organizing map (SOM) model is a well known dimensionality reduction method... Read More about Self-Organizing maps for the automatic interpretation of crowd dynamics.

Artificial ants to extract leaf outlines and primary venation patterns (2008)
Journal Article
Mullen, R. J., Monekosso, D., Barman, S., Remagnino, P., & Wilkin, P. (2008). Artificial ants to extract leaf outlines and primary venation patterns. Lecture Notes in Artificial Intelligence, 5217 LNCS, 251-258. https://doi.org/10.1007/978-3-540-87527-7_24

This paper presents preliminary results on an investigation into using artificial swarms to extract and quantify features in digital images. An ant algorithm has been developed to automatically extract the outlines and primary venation patterns from... Read More about Artificial ants to extract leaf outlines and primary venation patterns.

Semantic matching for the medical domain (2008)
Journal Article
Shamdasani, J., Bloodsworth, P., & McClatchey, R. (2008). Semantic matching for the medical domain. Lecture Notes in Artificial Intelligence, 5071 LNCS, 198-202. https://doi.org/10.1007/978-3-540-70504-8_21

This paper proposes some modifications to the SMatch algorithm that enables the semantic matching of medical terminologies using the Unified Medical Language System (UMLS) as a source of background knowledge. Semantic Matching is the process of disco... Read More about Semantic matching for the medical domain.

Semantic visualization of patient information (2008)
Journal Article
Zillner, S., Hauer, T., Rogulin, D., Tsymbal, A., Huber, M., & Solomonides, T. (2008). Semantic visualization of patient information. https://doi.org/10.1109/CBMS.2008.11

Clinical practice and research rely increasingly on analytic approaches to patient data. Visualization enables the comparative exploration of similar patients, a key requirement in certain clinical decision support systems. Patient data is complex an... Read More about Semantic visualization of patient information.

Detecting activities for assisted living (2008)
Journal Article
Monekosso, D., & Remagnino, P. (2008). Detecting activities for assisted living. Communications in Computer and Information Science, 11, 228-237. https://doi.org/10.1007/978-3-540-85379-4_28

The objective is to detect activities taking place in a home for the purpose of creating models of behavior for the occupant. An array of sensors captures the status of appliances used in the home. Models for the occupant’s activities are built from... Read More about Detecting activities for assisted living.