Publications by authors named "Sonya Coleman"

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Structure-Aware Feature Disentanglement With Knowledge Transfer for Appearance-Changing Place Recognition.
Cao Qin, Yunzhou Zhang, Yingda Liu, Delong Zhu, Sonya A Coleman

IEEE Trans Neural Netw Learn Syst· March 2023

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Vital information matching in vision-and-language navigation.
Zixi Jia, Kai Yu, Jingyu Ru, Sikai Yang, Sonya Coleman

Front Neurorobot· November 2022

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Image Sensing and Processing with Convolutional Neural Networks.
Sonya Coleman, Dermot Kerr, Yunzhou Zhang

Sensors (Basel)· May 2022

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Using Social Signals to Predict Shoplifting: A Transparent Approach to a Sensitive Activity Analysis Problem.
Shane Reid, Sonya Coleman, Philip Vance, Dermot Kerr, Siobhan O'Neill

Sensors (Basel)· October 2021

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Variations in the oral microbiome are associated with depression in young adults.
Benjamin Wingfield, Coral Lapsley, Andrew McDowell, Georgios Miliotis, Margaret McLafferty, Sonya Coleman

Sci Rep· July 2021

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An Efficient and Lightweight Deep Learning Model for Human Activity Recognition Using Smartphones.
Ankita, Shalli Rani, Himanshi Babbar, Sonya Coleman, Aman Singh

Sensors (Basel)· June 2021

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A predictive model for paediatric autism screening.
Benjamin Wingfield, Shane Miller, Pratheepan Yogarajah, Dermot Kerr, Bryan Gardiner, Sonya Coleman

Health Informatics J· December 2020

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Emotion recognition with convolutional neural network and EEG-based EFDMs.
Fei Wang, Shichao Wu, Weiwei Zhang, Zongfeng Xu, Yahui Zhang, Sonya Coleman

Neuropsychologia· September 2020

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DENSE-INception U-net for medical image segmentation.
Ziang Zhang, Chengdong Wu, Sonya Coleman, Dermot Kerr

Comput Methods Programs Biomed· August 2020

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Robust Microbial Markers for Non-Invasive Inflammatory Bowel Disease Identification.
Benjamin Wingfield, Sonya Coleman, T M McGinnity, A J Bjourson

IEEE/ACM Trans Comput Biol Bioinform· July 2020

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Biologically Inspired Intensity and Depth Image Edge Extraction.
Dermot Kerr, Sonya Coleman, Martin Thomas McGinnity

IEEE Trans Neural Netw Learn Syst· November 2018

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A Computational Model of Thalamocortical Dysrhythmia in People With Tinnitus.
Richard Gault, Thomas Martin Mcginnity, Sonya Coleman

IEEE Trans Neural Syst Rehabil Eng· September 2018

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Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques.
Philip J Vance, Gautham P Das, Dermot Kerr, Sonya A Coleman, T Martin McGinnity

IEEE Trans Neural Netw Learn Syst· May 2018

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Patient satisfaction with nurse-led chronic kidney disease clinics: A multicentre evaluation.
Sonya Coleman, Kathryn Havas, Susanne Ersham, Cassandra Stone, Berndatte Taylor

J Ren Care· March 2017

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Detecting Wash Trade in Financial Market Using Digraphs and Dynamic Programming.
Yi Cao, Yuhua Li, Sonya Coleman, Ammar Belatreche, Thomas Martin McGinnity

IEEE Trans Neural Netw Learn Syst· November 2016

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Multiscale Edge Detection Using a Finite Element Framework for Hexagonal Pixel-Based Images.
Bryan Gardiner, Sonya A Coleman, Bryan W Scotney

IEEE Trans Image Process· April 2016

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Temporal changes of diffusion patterns in mild traumatic brain injury via group-based semi-blind source separation.
Min Jing, T Martin McGinnity, Sonya Coleman, Armin Fuchs, J A Scott Kelso

IEEE J Biomed Health Inform· July 2015

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Adaptive hidden Markov model with anomaly States for price manipulation detection.
Yi Cao, Yuhua Li, Sonya Coleman, Ammar Belatreche, Thomas Martin McGinnity

IEEE Trans Neural Netw Learn Syst· February 2015

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Linguistic decision making for robot route learning.
Hongmei He, Thomas Martin McGinnity, Sonya Coleman, Bryan Gardiner

IEEE Trans Neural Netw Learn Syst· January 2014

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Enhancement of fiber orientation distribution reconstruction in diffusion-weighted imaging by single channel blind source separation.
Min Jing, T Martin McGinnity, Sonya Coleman, Huaizhong Zhang, Armin Fuchs

IEEE Trans Biomed Eng· February 2012

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Edge detecting for range data using Laplacian operators.
Sonya A Coleman, Bryan W Scotney, Shanmugalingam Suganthan

IEEE Trans Image Process· November 2010

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