27 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR6 papers
- Université de StrasbourgFR6 papers
- Laboratoire des Sciences de l'Ingénieur, de l'Informatique et de l'ImagerieFR5 papers
- Genomic (Brazil)BR1 paper
- Genomix Biotech (India)IN1 paper
- Helsinki Institute for Information TechnologyFI1 paper
- Institute of Molecular BiologyDE1 paper
- Radboud Institute for Molecular Life SciencesNL1 paper
- Radboud University Medical CenterNL1 paper
- Radboud University NijmegenNL1 paper
- University of HelsinkiFI1 paper
- University of ManchesterGB1 paper
12 papers
A Game-theoretic model of forex trading with stochastic strategies and information asymmetry
Patrick Naivasha, George Musumba, Patrick Gikunda +1
Interaction strategies for reward in competitive environments are significantly influenced by the nature and extent of available information. In financial markets, particularly for…
Spatiotemporal modeling of grip forces captures proficiency in manual robot control
Rongrong Liu, John M. Wandeto, Florent Nageotte +3
This paper builds on our previous work by exploiting Artificial Intelligence to predict individual grip force variability in manual robot control. Grip forces were recorded from va…
Using Multivariate Linear Regression for Biochemical Oxygen Demand Prediction in Waste Water
Isaiah K. Mutai, Kristof Van Laerhoven, Nancy W. Karuri +1
There exist opportunities for Multivariate Linear Regression (MLR) in the prediction of Biochemical Oxygen Demand (BOD) in waste water, using the diverse water quality parameters a…
An empirical investigation into audio pipeline approaches for classifying bird species
David Behr, Ciira wa Maina, Vukosi Marivate
This paper is an investigation into aspects of an audio classification pipeline that will be appropriate for the monitoring of bird species on edges devices. These aspects include…
Unsupervised classification of cell imaging data using the quantization error in a Self Organizing Map
Birgitta Dresp-Langley, JM Wandeto
This study exploits previously demonstrated properties such as sensitivity to the spatial extent and the intensity of local image contrast of the quantization error in the output o…
Surgical task expertise detected by a self-organizing neural network map
Birgitta Dresp-Langley, Rongrong Liu, John M. Wandeto
Individual grip force profiling of bimanual simulator task performance of experts and novices using a robotic control device designed for endoscopic surgery permits defining benchm…
Human Symmetry Uncertainty Detected by a Self-Organizing Neural Network Map
Birgitta Dresp-Langley, John M. Wandeto
Symmetry in biological and physical systems is a product of self organization driven by evolutionary processes, or mechanical systems under constraints. Symmetry based feature extr…
Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data
Birgitta Dresp-Langley, John M. Wandeto
Cellular and molecular imaging techniques and models have been developed to characterize single stages of viral proliferation after focal infection of cells in vitro. The fast and…
The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns
John M Wandeto, Birgitta Dresp-Langley
The quantization error in a fixed-size Self-Organizing Map (SOM) with unsupervised winner-take-all learning has previously been used successfully to detect, in minimal computation…
Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection
John Wandeto, Henry Nyongesa, Yves Remond +1
Radiologists use time series of medical images to monitor the progression of a patient condition. They compare information gleaned from sequences of images to gain insight on progr…
Unsupervised automatic classification of Scanning Electron Microscopy (SEM) images of CD4+ cells with varying extent of HIV virion infection
John M. Wandeto, Birgitta Dresp-Langley
Archiving large sets of medical or cell images in digital libraries may require ordering randomly scattered sets of image data according to specific criteria, such as the spatial e…
Inference of RNA Polymerase II Transcription Dynamics from Chromatin Immunoprecipitation Time Course Data
Ciira wa Maina, Antti Honkela, Filomena Matarese +5
Gene transcription mediated by RNA polymerase II (pol-II) is a key step in gene expression. The dynamics of pol-II moving along the transcribed region influence the rate and timing…