Browse by Journal

Wu, Lin and An, Yi and Qin, Pan and Hu, Huo-Sheng (2025) Prediction of significant wave height based on feature decomposition and enhancement. Expert Systems with Applications, 277. p. 127255. DOI https://doi.org/10.1016/j.eswa.2025.127255 (In Press)

Zhu, Minling and Xu, Zhixin and Zhang, Qi and Lu, Yonglin and Gu, Dongbing and Xu, Sendren Shengdong (2025) GCSTormer: Gated Swin Transformer with Channel weights for Image Denoising. Expert Systems with Applications. p. 12724. DOI https://doi.org/10.1016/j.eswa.2025.127924

Batsis, Alex and Samothrakis, Spyridon (2024) Contextual reinforcement learning for supply chain management. Expert Systems with Applications, 249. p. 123541. DOI https://doi.org/10.1016/j.eswa.2024.123541

Habbab, Fatim Zahra and Kampouridis, Michail (2024) An in-depth investigation of five machine learning algorithms for optimizing mixed-asset portfolios including REITs. Expert Systems with Applications, 235. p. 121102. DOI https://doi.org/10.1016/j.eswa.2023.121102

Li, Xin and Wang, Lei and An, Yi and Huang, Qi-Li and Cui, Yun-Hao and Hu, Huosheng (2024) Dynamic path planning of mobile robots using adaptive dynamic programming. Expert Systems with Applications, 235. p. 121112. DOI https://doi.org/10.1016/j.eswa.2023.121112

Amorim, Renato and Lopez Ruiz, Carlos D (2021) Identifying meaningful clusters in malware data. Expert Systems with Applications, 177. DOI https://doi.org/10.1016/j.eswa.2021.114971

Adegbgoye, Adesola and Kampouridis, Michail (2021) Machine Learning Classification and Regression Models for Predicting Directional Changes Trend Reversal in FX Markets. Expert Systems with Applications, 173. p. 114645. DOI https://doi.org/10.1016/j.eswa.2021.114645

Alhelbawy, Ayman and Lattimer, Mark and Kruschwitz, Udo and Fox, Chris and Poesio, Massimo (2020) An NLP-Powered Human Rights Monitoring Platform. Expert Systems with Applications, 153. p. 113365. DOI https://doi.org/10.1016/j.eswa.2020.113365

Kaljahi, Maryam Asadzadeh and Shivakumara, Palaiahnakote and Idris, Mohd Yamani Idna and Anisi, Mohammad Hossein and Lu, Tong and Blumenstein, Michael and Noor, Noorzaily Mohamed (2019) An Automatic Zone Detection System for Safe Landing of UAVs. Expert Systems with Applications, 122. pp. 319-333. DOI https://doi.org/10.1016/j.eswa.2019.01.024

Arunachalam, Deepak and Kumar, Niraj (2018) Benefit-based consumer segmentation and performance evaluation of clustering approaches: An evidence of data-driven decision-making. Expert Systems with Applications, 111. pp. 11-34. DOI https://doi.org/10.1016/j.eswa.2018.03.007

Cramer, Sam and Kampouridis, Michael and Freitas, Alex A and Alexandridis, Antonis K (2017) An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives. Expert Systems with Applications, 85. pp. 169-181. DOI https://doi.org/10.1016/j.eswa.2017.05.029

Kampouridis, Michael and Otero, Fernando EB (2017) Evolving trading strategies using directional changes. Expert Systems with Applications, 73. pp. 145-160. DOI https://doi.org/10.1016/j.eswa.2016.12.032

Wei, Jian and He, Jianhua and Chen, Kai and Zhou, Yi and Tang, Zuoyin (2017) Collaborative filtering and deep learning based recommendation system for cold start items. Expert Systems with Applications, 69. pp. 29-39. DOI https://doi.org/10.1016/j.eswa.2016.09.040

Vella, Vince and Lon Ng, Wing (2016) Improving risk-adjusted performance in high frequency trading using interval type-2 fuzzy logic. Expert Systems with Applications, 55. pp. 70-86. DOI https://doi.org/10.1016/j.eswa.2016.01.056

Hawalah, Ahmad and Fasli, Maria (2015) Dynamic user profiles for web personalisation. Expert Systems with Applications, 42 (5). pp. 2547-2569. DOI https://doi.org/10.1016/j.eswa.2014.10.032

Neville, Brendan and Fasli, Maria and Pitt, Jeremy (2015) Utilising social recommendation for decision-making in distributed multi-agent systems. Expert Systems with Applications, 42 (6). pp. 2884-2906. DOI https://doi.org/10.1016/j.eswa.2014.10.029

Mijumbi, Rashid and Gorricho, Juan-Luis and Serrat, Joan and Shen, Meng and Xu, Ke and Yang, Kun (2015) A neuro-fuzzy approach to self-management of virtual network resources. Expert Systems with Applications, 42 (3). pp. 1376-1390. DOI https://doi.org/10.1016/j.eswa.2014.08.058

Hawalah, Ahmad and Fasli, Maria (2014) Utilizing contextual ontological user profiles for personalized recommendations. Expert Systems with Applications, 41 (10). pp. 4777-4797. DOI https://doi.org/10.1016/j.eswa.2014.01.039

Hermoso, Ramón and Centeno, Roberto and Fasli, Maria (2014) From blurry numbers to clear preferences: A mechanism to extract reputation in social networks. Expert Systems with Applications, 41 (5). pp. 2269-2285. DOI https://doi.org/10.1016/j.eswa.2013.09.025

Marra, M and Ho, W and Edwards, JS (2012) Supply chain knowledge management: A literature review. Expert Systems with Applications, 39 (5). pp. 6103-6110. DOI https://doi.org/10.1016/j.eswa.2011.11.035