Ammar Belatreche: search on Z-Library

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1

Evaluating machine learning classification for financial trading: an empirical approach

Gerlein, Eduardo A., Mcginnity, Martin, Belatreche, Ammar, Coleman, Sonya

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 7.65 MB

english, 2016

2

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Stock price prediction based on stock-specific and sub-industry-specific news articles

Shynkevich, Yauheniya, McGinnity, T.M., Coleman, Sonya, Belatreche, Ammar

Year:

2015

Language:

english

File:

PDF, 378 KB

english, 2015

3

A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua, Maguire, Liam P.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 2.73 MB

english, 2018

4

Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar, McGinnity, Thomas Martin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 3.16 MB

english, 2015

5

Detecting Wash Trade in Financial Market Using Digraphs and Dynamic Programming

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar, McGinnity, Thomas Martin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 2.27 MB

english, 2015

6

Supervised Learning in Spiking Neural Networks with Synaptic Delay-Weight Plasticity

Zhang, Malu, Wu, Jibin, Belatreche, Ammar, Pan, Zihan, Xie, Xiurui, Chua, Yansong, Li, Guoqi, Qu, Hong, Li, Haizhou

Journal:

Year:

2020

File:

PDF, 3.00 MB

2020

7

Detection of Stock Price Manipulation Using Kernel Based Principal Component Analysis and Multivariate Density Estimation

Rizvi, Baqar A, Belatreche, Ammar, Bouridane, Ahmed, Watson, Ian

Journal:

Year:

2020

File:

PDF, 7.07 MB

2020

8

Advances in Design and Application of Spiking Neural Networks

Ammar Belatreche, Liam P. Maguire, Martin McGinnity

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2007

Language:

english

File:

PDF, 262 KB

english, 2007

9

[IEEE 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - London, UK (2014.3.27-2014.3.28)] 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - Detecting price manipulation in the financial market

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar, McGinnity, T. M.

Year:

2014

Language:

english

File:

PDF, 433 KB

english, 2014

10

Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning

Shynkevich, Yauheniya, McGinnity, T.M., Coleman, Sonya A., Belatreche, Ammar

Journal:

Decision Support Systems

Year:

2016

Language:

english

File:

PDF, 681 KB

english, 2016

11

[IEEE 2016 27th Irish Signals and Systems Conference (ISSC) - Londonderry, United Kingdom (2016.6.21-2016.6.22)] 2016 27th Irish Signals and Systems Conference (ISSC) - Using artificial neural networks to predict short-term wholesale prices on the Irish Single Electricity Market

Pengfei Li,, Arci, Francesco, Reilly, Jane, Curran, Kevin, Belatreche, Ammar

Year:

2016

Language:

english

File:

PDF, 468 KB

english, 2016

12

Network on Chip Architecture for Multi-Agent Systems in FPGA

Gerlein, Eduardo A., Mcginnity, T. M., Belatreche, Ammar, Coleman, Sonya

Journal:

ACM Transactions on Reconfigurable Technology and Systems

Year:

2017

Language:

english

File:

PDF, 1.39 MB

english, 2017

13

[IEEE 2017 28th Irish Signals and Systems Conference (ISSC) - Killarney, Co Kerry, Ireland (2017.6.20-2017.6.21)] 2017 28th Irish Signals and Systems Conference (ISSC) - Predicting short-term wholesale prices on the Irish single electricity market with artificial neural networks

Li, Pengfei, Arci, Francesco, Reilly, Jane, Curran, Kevin, Belatreche, Ammar, Shynkevich, Yauheniya

Year:

2017

Language:

english

File:

PDF, 13.03 MB

english, 2017

14

A review of learning in biologically plausible spiking neural networks

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua, Cosma, Georgina, Maguire, Liam P., McGinnity, T.M.

Journal:

Neural Networks

Year:

2019

Language:

english

File:

PDF, 1.90 MB

english, 2019

15

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Stock Price Manipulation Detection based on Autoencoder Learning of Stock Trades Affinity

Rizvi, Baqar, Belatreche, Ammar, Bouridane, Ahmed, Mistry, Kamlesh

Year:

2020

File:

PDF, 1.20 MB

2020

16

2D co-ordinate transformation based on a spike timing-dependent plasticity learning mechanism

QingXiang Wu, Thomas Martin McGinnity, Liam Maguire, Ammar Belatreche, Brendan Glackin

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 7.17 MB

english, 2008

17

[IEEE 2010 IEEE 9th International Conference on Cybernetic Intelligent Systems (CIS) - Reading, United Kingdom (2010.09.1-2010.09.2)] 2010 IEEE 9th International Conference on Cyberntic Intelligent Systems - Online versus offline learning for spiking neural networks: A review and new strategies

Wang, Jinling, Belatreche, Ammar, Maguire, Liam, McGinnity, Martin

Year:

2010

Language:

english

File:

PDF, 301 KB

english, 2010

18

Compensating for synaptic loss in Alzheimer’s disease

Abuhassan, Kamal, Coyle, Damien, Belatreche, Ammar, Maguire, Liam

Journal:

Journal of Computational Neuroscience

Year:

2014

Language:

english

File:

PDF, 863 KB

english, 2014

19

An experimental evaluation of novelty detection methods

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar, Maguire, Liam P.

Journal:

Year:

2014

Language:

english

File:

PDF, 795 KB

english, 2014

20

An online supervised learning method for spiking neural networks with adaptive structure

Wang, Jinling, Belatreche, Ammar, Maguire, Liam, McGinnity, Thomas Martin

Journal:

Year:

2014

Language:

english

File:

PDF, 820 KB

english, 2014

21

[IEEE 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013) - Manchester (2013.10.13-2013.10.16)] 2013 IEEE International Conference on Systems, Man, and Cybernetics - A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar, McGinnity, T.M.

Year:

2013

Language:

english

File:

PDF, 356 KB

english, 2013

22

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Dynamic cluster formation using populations of spiking neurons

Belatreche, Ammar, Paul, Rakesh

Year:

2012

Language:

english

File:

PDF, 1.03 MB

english, 2012

23

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Constructing minimum volume surfaces using level set methods for novelty detection

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar, Maguire, Liam

Year:

2012

Language:

english

File:

PDF, 1.04 MB

english, 2012

24

[IEEE 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - London, UK (2014.3.27-2014.3.28)] 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - A comparison of forecasting approaches for capital markets

McDonald, Scott, Coleman, Sonya, McGinnity, T. M., Li, Yuhua, Belatreche, Ammar

Year:

2014

Language:

english

File:

PDF, 378 KB

english, 2014

25

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - A locally adaptive boundary evolution algorithm for novelty detection using level set methods

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar, Maguire, Liam

Year:

2014

Language:

english

File:

PDF, 3.24 MB

english, 2014

26

[IEEE 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - London, UK (2014.3.27-2014.3.28)] 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - Pre-processing online financial text for sentiment classification: A natural language processing approach

Sun, Fan, Belatreche, Ammar, Coleman, Sonya, McGinnity, T. M., Li, Yuhua

Year:

2014

Language:

english

File:

PDF, 424 KB

english, 2014

27

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Evaluating the training dynamics of a CMOS based synapse

Ghani, Arfan, McDaid, Liam J, Belatreche, Ammar, Kelly, Peter, Hall, Steve, Dowrick, Tom, Huang, Shou, Marsland, John, Smith, Andy

Year:

2011

Language:

english

File:

PDF, 660 KB

english, 2011

28

[IEEE 2009 IEEE International SOC Conference (SOCC) - Belfast, Northern Ireland (2009.09.9-2009.09.11)] 2009 IEEE International SOC Conference (SOCC) - Neuro inspired reconfigurable architecture for hardware/software co-design

Ghani, Arfan, McDaid, Liam J, Belatreche, Ammar, Ahmed, Waqar

Year:

2009

Language:

english

File:

PDF, 222 KB

english, 2009

29

[IEEE 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - London, UK (2014.3.27-2014.3.28)] 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) - Multi-agent pre-trade analysis acceleration in FPGA

Gerlein, Eduardo, McGinnity, T. M., Belatreche, Ammar, Coleman, Sonya, Li, Yuhua

Year:

2014

Language:

english

File:

PDF, 288 KB

english, 2014

30

[IEEE 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013) - Manchester (2013.10.13-2013.10.16)] 2013 IEEE International Conference on Systems, Man, and Cybernetics - Novelty Detection Using Level Set Methods with Adaptive Boundaries

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar, Maguire, Liam P.

Year:

2013

Language:

english

File:

PDF, 1.44 MB

english, 2013

31

Novelty Detection Using Level Set Methods

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar, Maguire, Liam P.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 2.43 MB

english, 2015

32

EVOLUTIONARY DESIGN OF SPIKING NEURAL NETWORKS

BELATRECHE, AMMAR, MAGUIRE, LIAM P., MCGINNITY, MARTIN, WU, QING XIANG

Journal:

New Mathematics and Natural Computation

Year:

2006

Language:

english

File:

PDF, 339 KB

english, 2006

33

DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua, Maguire, Liam P.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 2.15 MB

english, 2015

34

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Bio-inspired hierarchical framework for multi-view face detection and pose estimation

McCarroll, Niall, Belatreche, Ammar, Harkin, Jim, Li, Yuhua

Year:

2015

Language:

english

File:

PDF, 1.08 MB

english, 2015

35

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Predicting Stock Price Movements Based on Different Categories of News Articles

Shynkevich, Yauheniya, McGinnity, T.M., Coleman, Sonya, Belatreche, Ammar

Year:

2015

Language:

english

File:

PDF, 213 KB

english, 2015

36

SpikeTemp: An Enhanced Rank-Order-Based Learning Approach for Spiking Neural Networks With Adaptive Structure

Wang, Jinling, Belatreche, Ammar, Maguire, Liam P., McGinnity, Thomas Martin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 2.58 MB

english, 2015

37

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Multi-DL-ReSuMe: Multiple neurons Delay Learning Remote Supervised Method

Taherkhani, Aboozar, Belatreche, Ammar, Yuhua Li,, Maguire, Liam P.

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

38

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Sentiment Classification in the Financial Domain Using? SVM and Multi-Objective Optimisation

Sun, Fan, Belatreche, Ammar, Coleman, Sonya A., Mcginnity, Thomas, Li, Yuhua

Year:

2015

File:

PDF, 274 KB

2015

39

[IEEE 2007 International Conference on Machine Learning and Cybernetics - Hong Kong, China (2007.08.19-2007.08.22)] 2007 International Conference on Machine Learning and Cybernetics - Simulation of Intelligent Computational Models in Biological Systems

Wu, Qing-Xiang, Mcginnity, Martin, Maguire, Liam, Belatreche, Ammar, Glackin, Brendan

Year:

2007

Language:

english

File:

PDF, 682 KB

english, 2007

40

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Dynamically Evolving Spiking Neural network for pattern recognition

Wang, Jinling, Belatreche, Ammar, Maguire, Liam, McGinnity, T.M.

Year:

2015

Language:

english

File:

PDF, 1.09 MB

english, 2015

41

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - An experimental evaluation of echo state network for colour image segmentation

Souahlia, Abdelkerim, Belatreche, Ammar, Benyettou, Abdelkader, Curran, Kevin

Year:

2016

Language:

english

File:

PDF, 912 KB

english, 2016

42

EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons

Zhang, Malu, Qu, Hong, Belatreche, Ammar, Xie, Xiurui

Journal:

IEEE Transactions on Cognitive and Developmental Systems

Year:

2017

Language:

english

File:

PDF, 1.38 MB

english, 2017

43

Forecasting price movements using technical indicators: Investigating the impact of varying input window length

Shynkevich, Yauheniya, McGinnity, T.M., Coleman, Sonya A., Belatreche, Ammar, Li, Yuhua

Journal:

Year:

2017

Language:

english

File:

PDF, 4.03 MB

english, 2017

44

[IEEE 2017 Ninth International Conference on Advanced Computational Intelligence (ICACI) - Doha, Qatar (2017.2.4-2017.2.6)] 2017 Ninth International Conference on Advanced Computational Intelligence (ICACI) - Blood vessel segmentation in retinal images using echo state networks

Souahlia, Abdelkenm, Belatreche, Ammar, Benyettou, Abdelkader, Curran, Kevin

Year:

2017

File:

PDF, 658 KB

2017

45

A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons

Zhang, Malu, Qu, Hong, Belatreche, Ammar, Chen, Yi, Yi, Zhang

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 3.84 MB

english, 2018

46

Computing with Biologically Inspired Neural Oscillators: Application to Colour Image Segmentation

Belatreche, Ammar, Maguire, Liam, McGinnity, Martin, McDaid, Liam, Ghani, Arfan

Journal:

Advances in Artificial Intelligence

Year:

2010

Language:

english

File:

PDF, 5.20 MB

english, 2010

47

[IEEE 2019 IEEE Congress on Evolutionary Computation (CEC) - Wellington, New Zealand (2019.6.10-2019.6.13)] 2019 IEEE Congress on Evolutionary Computation (CEC) - A Dendritic Cell Immune System Inspired Approach for Stock Market Manipulation Detection

Rizvi, Baqar, Belatreche, Ammar, Bouridane, Ahmed

Year:

2019

Language:

english

File:

PDF, 34 KB

english, 2019

48

Echo state network-based feature extraction for efficient color image segmentation

Souahlia, Abdelkerim, Belatreche, Ammar, Benyettou, Abdelkader, Ahmed-Foitih, Zoubir, Benkhelifa, Elhadj, Curran, Kevin

Journal:

Concurrency and Computation: Practice and Experience

Year:

2020

Language:

english

File:

PDF, 5.83 MB

english, 2020

49

An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing

Zhang, Malu, Luo, Xiaoling, Wu, Jibin, Chen, Yi, Belatreche, Ammar, Pan, Zihan, Qu, Hong, Li, Haizhou

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2020

File:

PDF, 1.92 MB

2020

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