The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns JM Wandeto, B Dresp-Langley Neural Networks 120, 116-128, 2019 | 49 | 2019 |
Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection JM Wandeto, H Nyongesa, Y Rémond, B Dresp-Langley Informatics in Medicine Unlocked 7, 39-45, 2017 | 34 | 2017 |
Anomaly detection on data streams for smart agriculture JC Moso, S Cormier, C de Runz, H Fouchal, JM Wandeto Agriculture 11 (11), 1083, 2021 | 28 | 2021 |
Detection of smallest changes in complex images comparing self-organizing map to expert performance J Wandeto, H Nyongesa, B Dresp Perception, 2017 | 23 | 2017 |
Unsupervised classification of cell-imaging data using the quantization error in a self-organizing map B Dresp-Langley, JM Wandeto Advances in Artificial Intelligence and Applied Cognitive Computing …, 2021 | 18 | 2021 |
Ultrafast automatic classification of SEM image sets showing CD4+ cells with varying extent of HIV virion infection JM Wandeto, B Dresp-Langley Proceedings of the 7ièmes Journées de la Fédération de Médecine …, 2019 | 18 | 2019 |
Using the quantization error from Self‐Organizing Map (SOM) output for fast detection of critical variations in image time series B Dresp-Langley, JM Wandeto, HO Nyongesa ISTE Ltd. London, UK–openscience. fr, 2018 | 17 | 2018 |
Human symmetry uncertainty detected by a self-organizing neural network map B Dresp-Langley, JM Wandeto Symmetry 13 (2), 299, 2021 | 15 | 2021 |
Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data B Dresp-Langley, JM Wandeto Informatics in medicine unlocked 20, 100433, 2020 | 15 | 2020 |
Contribution to the Honour of Steve Grossberg’s 80th Birthday Special Issue: The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of … JM Wandeto, B Dresp-Langley Neural Networks 120, 116-128, 2019 | 12 | 2019 |
Vision-inspired automatic detection of water-level changes in satellite images: the example of Lake Mead JM Wandeto, B Dresp-Langley, HKO Nyongesa 41st European Conference on Visual Perception, Trieste, Italy. Perception 47, 57, 2018 | 11 | 2018 |
Spatiotemporal modeling of grip forces captures proficiency in manual robot control R Liu, J Wandeto, F Nageotte, P Zanne, M De Mathelin, B Dresp-Langley Bioengineering 10 (1), 59, 2023 | 9 | 2023 |
Evaluation of Open Source Software with QualiPSO OMM: a case for Bungeni and AT4AM for All KN Malanga MUSCAT, 2015 | 8 | 2015 |
Anomaly detection on roads using C-ITS messages JC Moso, R Boutahala, B Leblanc, H Fouchal, C De Runz, S Cormier, ... Communication Technologies for Vehicles: 15th International Workshop …, 2020 | 7 | 2020 |
Vision-inspired automatic detection of water level changes in satellite images: the example of Lake Mead B Dresp, H Nyongesa, J Wandeto Perception 48 (ECVP Supplement), 2019 | 7 | 2019 |
A biologically inspired technique to track a patient's condition through extraction of information from images J Wandeto, H Nyongesa, B Dresp 2nd DEKUT international conference on science, technology, innovation and …, 2016 | 7 | 2016 |
Surgical task expertise detected by a self-organizing neural network map B Dresp-Langley, R Liu, JM Wandeto arXiv preprint arXiv:2106.08995, 2021 | 4 | 2021 |
SOM-QE ANALYSIS: A biologically inspired technique to detect and track meaningful changes within image regions JM Wandeto, B Dresp-Langley Software Impacts 17, 100568, 2023 | 3 | 2023 |
Deep transfer learning optimization techniques for medical image classifcation-a surveyimage classifcation-a survey PW Kariuki, PK Gikunda, JM Wandeto TechRxiv, 2023 | 3 | 2023 |
Abnormal Behavior Detection in Farming Stream Data JC Moso, S Cormier, H Fouchal, C Runz, JM Wandeto Smart and Sustainable Agriculture: First International Conference, SSA 2021 …, 2021 | 3 | 2021 |