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ORCIDAmmar Belatreche
- > Home > Persons > Ammar Belatreche
Publications
- 2020
[j24]Aboozar Taherkhani
, Ammar Belatreche, Yuhua Li, Georgina Cosma, Liam P. Maguire, T. Martin McGinnity:
A review of learning in biologically plausible spiking neural networks. Neural Networks 122: 253-272 (2020)- 2018
- [j20]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5394-5407 (2018) - 2017
- [j19]Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche, Yuhua Li:
Forecasting price movements using technical indicators: Investigating the impact of varying input window length. Neurocomputing 264: 71-88 (2017) - 2016
- [j14]Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity:
Detecting Wash Trade in Financial Market Using Digraphs and Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 27(11): 2351-2363 (2016) - 2015
- [j13]Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity:
Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection. IEEE Trans. Neural Networks Learn. Syst. 26(2): 318-330 (2015) - [j12]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
Novelty Detection Using Level Set Methods. IEEE Trans. Neural Networks Learn. Syst. 26(3): 576-588 (2015) - [j11]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons. IEEE Trans. Neural Networks Learn. Syst. 26(12): 3137-3149 (2015) - [c30]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
EDL: An Extended Delay Learning Based Remote Supervised Method for Spiking Neurons. ICONIP (2) 2015: 190-197 - [c29]Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li:
Bio-Inspired Hybrid Framework for Multi-view Face Detection. ICONIP (4) 2015: 232-239 - [c27]Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li:
Bio-inspired hierarchical framework for multi-view face detection and pose estimation. IJCNN 2015: 1-8 - [c25]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
Multi-DL-ReSuMe: Multiple neurons Delay Learning Remote Supervised Method. IJCNN 2015: 1-7 - [c22]Fan Sun, Ammar Belatreche, Sonya A. Coleman, Thomas Martin McGinnity, Yuhua Li:
Sentiment Classification in the Financial Domain Using? SVM and Multi-Objective Optimisation. SSCI 2015: 910-916 - 2014
- [j10]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
An experimental evaluation of novelty detection methods. Neurocomputing 135: 313-327 (2014) - [c21]Eduardo A. Gerlein, T. Martin McGinnity, Ammar Belatreche, Sonya A. Coleman, Yuhua Li:
Hardware-based agent modelling: event-driven reactive architecture (EDRA). AAMAS 2014: 1497-1498 - [c20]Scott McDonald, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li, Ammar Belatreche:
A comparison of forecasting approaches for capital markets. CIFEr 2014: 32-39 - [c19]Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity:
Detecting price manipulation in the financial market. CIFEr 2014: 77-84 - [c18]Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity:
Detecting wash trade in the financial market. CIFEr 2014: 85-91 - [c17]Fan Sun, Ammar Belatreche, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li:
Pre-processing online financial text for sentiment classification: A natural language processing approach. CIFEr 2014: 122-129 - [c16]Eduardo A. Gerlein, T. Martin McGinnity, Ammar Belatreche, Sonya A. Coleman, Yuhua Li:
Multi-agent pre-trade analysis acceleration in FPGA. CIFEr 2014: 262-269 - [c15]Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Yuhua Li, Ammar Belatreche:
Forecasting stock price directional movements using technical indicators: Investigating window size effects on one-step-ahead forecasting. CIFEr 2014: 341-348 - [c14]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
A new biologically plausible supervised learning method for spiking neurons. ESANN 2014 - [c13]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
A locally adaptive boundary evolution algorithm for novelty detection using level set methods. IJCNN 2014: 1870-1876 - 2013
- [c12]Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, T. Martin McGinnity:
A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. SMC 2013: 3014-3019 - [c11]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
Novelty Detection Using Level Set Methods with Adaptive Boundaries. SMC 2013: 3020-3025 - 2012
- [c9]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
Constructing minimum volume surfaces using level set methods for novelty detection. IJCNN 2012: 1-6
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