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Sonya Coleman
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Cited by
Year
Evaluating machine learning classification for financial trading: An empirical approach
EA Gerlein, M McGinnity, A Belatreche, S Coleman
Expert Systems with Applications 54, 193-207, 2016
1332016
Forecasting price movements using technical indicators: Investigating the impact of varying input window length
Y Shynkevich, TM McGinnity, SA Coleman, A Belatreche, Y Li
Neurocomputing 264, 71-88, 2017
1072017
DENSE-INception U-net for medical image segmentation
Z Zhang, C Wu, S Coleman, D Kerr
Computer methods and programs in biomedicine 192, 105395, 2020
922020
Adaptive hidden Markov model with anomaly states for price manipulation detection
Y Cao, Y Li, S Coleman, A Belatreche, TM McGinnity
IEEE transactions on neural networks and learning systems 26 (2), 318-330, 2014
902014
Image-based visual servoing of a 7-DOF robot manipulator using an adaptive distributed fuzzy PD controller
I Siradjuddin, L Behera, TM McGinnity, S Coleman
IEEE/ASME Transactions On Mechatronics 19 (2), 512-523, 2013
852013
A distributed task allocation algorithm for a multi-robot system in healthcare facilities
GP Das, TM McGinnity, SA Coleman, L Behera
Journal of Intelligent & Robotic Systems 80 (1), 33-58, 2015
812015
Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning
Y Shynkevich, TM McGinnity, SA Coleman, A Belatreche
Decision Support Systems 85, 74-83, 2016
802016
Material recognition using tactile sensing
E Kerr, TM McGinnity, S Coleman
Expert Systems with Applications 94, 94-111, 2018
482018
Robotic ubiquitous cognitive ecology for smart homes
G Amato, D Bacciu, M Broxvall, S Chessa, S Coleman, M Di Rocco, ...
Journal of Intelligent & Robotic Systems 80 (1), 57-81, 2015
462015
Emotion recognition with convolutional neural network and EEG-based EFDMs
F Wang, S Wu, W Zhang, Z Xu, Y Zhang, C Wu, S Coleman
Neuropsychologia 146, 107506, 2020
432020
A position based visual tracking system for a 7 DOF robot manipulator using a Kinect camera
I Siradjuddin, L Behera, TM McGinnity, S Coleman
The 2012 international joint conference on neural networks (IJCNN), 1-7, 2012
432012
Edge detecting for range data using laplacian operators
SA Coleman, BW Scotney, S Suganthan
IEEE Transactions on Image Processing 19 (11), 2814-2824, 2010
412010
Multi-scale edge detection on range and intensity images
SA Coleman, BW Scotney, S Suganthan
Pattern Recognition 44 (4), 821-838, 2011
382011
Microservice-based cloud robotics system for intelligent space
C Xia, Y Zhang, L Wang, S Coleman, Y Liu
Robotics and Autonomous Systems 110, 139-150, 2018
322018
Stock price prediction based on stock-specific and sub-industry-specific news articles
Y Shynkevich, TM McGinnity, S Coleman, A Belatreche
2015 international joint conference on neural networks (ijcnn), 1-8, 2015
322015
Predicting stock price movements based on different categories of news articles
Y Shynkevich, TM McGinnity, S Coleman, A Belatreche
2015 IEEE symposium series on computational intelligence, 703-710, 2015
312015
Improving angular error via systematically designed near-circular Gaussian-based feature extraction operators
BW Scotney, SA Coleman
Pattern Recognition 40 (5), 1451-1465, 2007
302007
A biologically inspired spiking model of visual processing for image feature detection
D Kerr, TM McGinnity, S Coleman, M Clogenson
Neurocomputing 158, 268-280, 2015
292015
A cognitive robotic ecology approach to self-configuring and evolving AAL systems
M Dragone, G Amato, D Bacciu, S Chessa, S Coleman, M Di Rocco, ...
Engineering Applications of Artificial Intelligence 45, 269-280, 2015
282015
Detecting price manipulation in the financial market
Y Cao, Y Li, S Coleman, A Belatreche, TM McGinnity
2014 IEEE Conference on Computational Intelligence for Financial Engineering …, 2014
272014
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