Items where Author is "Belatreche, Ammar"

Article

Bouzegza, Mourad, Belatreche, Ammar, Bouridane, Ahmed and Tounsi, Mohamed (2022) A Comprehensive Review of Video Steganalysis. IET Image Processing, 16 (13). pp. 3407-3425. ISSN 1751-9659

Easom-McCaldin, Philip, Bouridane, Ahmed, Belatreche, Ammar, Jiang, Richard and Almaadeed, Sumaya (2022) Efficient Quantum Image Classification Using Single Qubit Encoding. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-237X (In Press)

Zhang, Malu, Wang, Jiadong, Wu, Jibin, Belatreche, Ammar, Amornpaisannon, Burin, Zhang, Zhixuan, Miriyala, V. P. K., Qu, Hong, Chua, Yansong, Carlson, Trevor E. and Li, Haizhou (2022) Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. IEEE Transactions on Neural Networks and Learning Systems, 33 (5). pp. 1947-1958. ISSN 2162-237X

Easom-McCaldin, Philip, Bouridane, Ahmed, Belatreche, Ammar and Jiang, Richard (2022) Towards Building a Facial Identification System Using Quantum Machine Learning Techniques. Journal of Advances in Information Technology, 13 (2). pp. 198-202. ISSN 1798-2340

Easom, Philip, Bouridane, Ahmed, Belatreche, Ammar and Jiang, Richard (2021) On Depth, Robustness and Performance Using the Data Re-Uploading Single-Qubit Classifier. IEEE Access, 9. pp. 65127-65139. ISSN 2169-3536

Souahlia, Abdelkerim, Belatreche, Ammar, Benyettou, Abdelkader, Zoubir, Ahmed-Foitih, Benkhelifa, Elhadj and Curran, Kevin (2020) Echo state network‐based feature extraction for efficient color image segmentation. Concurrency Computation Practice and Experience, 32 (21). e5719. ISSN 1532-0626

Zhang, Malu, Wu, Jibin, Belatreche, Ammar, Pan, Zihan, Xie, Xiurui, Chua, Yansong, Li, Guoqi, Qu, Hong and Li, Haizhou (2020) Supervised Learning in Spiking Neural Networks with Synaptic Delay-Weight Plasticity. Neurocomputing, 409. pp. 103-118. ISSN 0925-2312

Rizvi, Baqar, Belatreche, Ammar, Bouridane, Ahmed and Watson, Ian (2020) Detection of Stock Price Manipulation Using Kernel Based Principal Component Analysis and Multivariate Density Estimation. IEEE Access, 8. pp. 135989-136003. ISSN 2169-3536

Zhang, Malu, Luo, Xiaoling, Wu, Jibin, Chen, Yi, Belatreche, Ammar, Pan, Zihan, Qu, Hong and Li, Haizhou (2020) An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing. IEEE Journal of Selected Topics in Signal Processing, 14 (3). pp. 592-602. ISSN 1932-4553

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua, Cosma, Georgina, Maguire, Liam P. and McGinnity, T.M. (2020) A review of learning in biologically plausible spiking neural networks. Neural Networks, 122. pp. 253-272. ISSN 0893-6080

Zhang, Malu, Qu, Hong, Belatreche, Ammar, Chen, Yi and Yi, Zhang (2019) A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons. IEEE Transactions on Neural Networks and Learning Systems, 30 (1). pp. 123-137. ISSN 2162-237X

Arci, Francesco, Reilly, Jane, Li, Pengfei, Curran, Kevin and Belatreche, Ammar (2018) Forecasting Short-term Wholesale Prices on the Irish Single Electricity Market. International Journal of Electrical and Computer Engineering (IJECE), 8 (6). pp. 4060-4078. ISSN 2088-8708

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua and Maguire, Liam (2018) A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks. IEEE Transactions on Neural Networks and Learning Systems, 29 (11). pp. 5394-5407. ISSN 2162-237X

Zhang, Malu, Qu, Hong, Belatreche, Ammar and Xie, Xiurui (2018) EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons. IEEE Transactions on Cognitive and Developmental Systems, 10 (2). pp. 151-162. ISSN 2379-8920

Zhang, Malu, Qu, Hong, Li, Jianping, Belatreche, Ammar, Xie, Xiurui and Zeng, Zhi (2018) Feedforward computational model for pattern recognition with spiking neurons. International Journal of Robotics and Automation, 33. pp. 206-5044. ISSN 1925-7090

Gerlein, Eduardo, McGinnity, T. M., Belatreche, Ammar and Coleman, Sonya (2017) Network on Chip Architecture for Multi-Agent Systems in FPGA. ACM Transactions on Reconfigurable Technology and Systems, 10 (4). p. 25. ISSN 1936-7406

Shynkevich, Yauheniya, McGinnity, T. M., Coleman, Sonya A., Belatreche, Ammar and Li, Yuhua (2017) Forecasting price movements using technical indicators: Investigating the impact of varying input window length. Neurocomputing, 264. pp. 71-88. ISSN 0925-2312

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Thomas Martin (2017) SpikeTemp: An Enhanced Rank-Order-Based Learning Approach for Spiking Neural Networks With Adaptive Structure. IEEE Transactions on Neural Networks and Learning Systems, 28 (1). pp. 30-43. ISSN 2162-237X

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar and McGinnity, Thomas Martin (2016) Detecting Wash Trade in Financial Market Using Digraphs and Dynamic Programming. IEEE Transactions on Neural Networks and Learning Systems, 27 (11). pp. 2351-2363. ISSN 2162-237X

Gerlein, Eduardo, McGinnity, Martin, Belatreche, Ammar and Coleman, Sonya (2016) Evaluating machine learning classification for financial trading: An empirical approach. Expert Systems with Applications, 54. pp. 193-207. ISSN 0957-4174

Shynkevich, Yauheniya, McGinnity, T. M., Coleman, Sonya and Belatreche, Ammar (2016) Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning. Decision Support Systems, 85. pp. 74-83. ISSN 0167-9236

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua and Maguire, Liam (2015) DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons. IEEE Transactions on Neural Networks and Learning Systems, 26 (12). pp. 3137-3149. ISSN 2162-237X

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, Liam (2015) Novelty Detection Using Level Set Methods. IEEE Transactions on Neural Networks and Learning Systems, 26 (3). pp. 576-588. ISSN 2162-237X

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar and McGinnity, Thomas Martin (2015) Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection. IEEE Transactions on Neural Networks and Learning Systems, 26 (2). pp. 318-330. ISSN 2162-237X

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Thomas Martin (2014) An online supervised learning method for spiking neural networks with adaptive structure. Neurocomputing, 144. pp. 526-536. ISSN 0925-2312

Book Section

Perera, Kaveen, Khelifi, Fouad and Belatreche, Ammar (2022) A Filtering Method for SIFT based Palm Vein Recognition. In: The 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2022). IEEE, Piscataway, NJ. (In Press)

Perera, Kaveen, Khelifi, Fouad and Belatreche, Ammar (2022) A novel image enhancement method for palm vein images. In: Proceedings of the IEEE International Conference on Control, Decisions and Information Technologies (CODIT 2022). IEEE, Piscataway, NJ, pp. 1-6. ISBN 9781665496070; 9781665496063

Rizvi, Baqar, Belatreche, Ammar, Bouridane, Ahmed and Mistry, Kamlesh (2020) Stock Price Manipulation Detection based on Autoencoder Learning of Stock Trades Affinity. In: 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Proceedings of the International Joint Conference on Neural Networks . Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ. ISBN 9781728169279 ; 9781728169262

Abbas, Baqar, Belatreche, Ammar and Bouridane, Ahmed (2020) Immune inspired Dendritic Cell Algorithm for Stock Price Manipulation detection. In: Intelligent Systems and Applications: IntelliSys 2019. Advances in Intelligent Systems and Computing, 1037 . Springer, Cham, pp. 352-361. ISBN 9783030295158, 9783030295165

Rizvi, Baqar, Belatreche, Ammar and Bouridane, Ahmed (2019) A Dendritic Cell Immune System Inspired Approach Stock Market Manipulation Detection. In: 2019 IEEE Congress on Evolutionary Computation (CEC 2019): 10-13 June 2019, Wellington, New Zealand. IEEE, Piscataway, NJ, pp. 3325-3333. ISBN 9781728121543, 9781728121536

Souahlia, Abdelkenm, Belatreche, Ammar, Benyettou, Abdelkader and Curran, Kevin (2017) Blood vessel segmentation in retinal images using echo state networks. In: 2017 Ninth International Conference on Advanced Computational Intelligence (ICACI). IEEE, pp. 91-98.

Souahlia, Abdelkerim, Belatreche, Ammar, Benyettou, Abdelkader and Curran, Kevin (2016) An experimental evaluation of echo state network for colour image segmentation. In: 2016 International Joint Conference on Neural Networks (IJCNN). IEEE, Piscataway, pp. 1143-1150. ISBN 978-1-5090-0621-2

Conference or Workshop Item

Ogutcen, Omer, Belatreche, Ammar and Seker, Huseyin (2018) A Multi-Objective Pareto-Optimal Wrapper based Framework for Cancer-Related Gene Selection. In: SAI Intelligent Systems Conference, 6-7 September 2018, London.

Rizvi, Baqar, Belatreche, Ammar and Bouridane, Ahmed (2018) Stock Price Manipulation Detection using Empirical Mode Decomposition based Kernel Density Estimation Clustering Method. In: SAI Intelligent Systems Conference, 6-7 September 2018, London.