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Evolving modular networks with genetic algorithms: application to nonlinear time series JOURNAL ARTICLE published September 2004 in Expert Systems |
Time series forecasting based on a novel ensemble‐based network and variational mode decomposition JOURNAL ARTICLE published August 2023 in Expert Systems |
Time and frequency-domain feature fusion network for multivariate time series classification JOURNAL ARTICLE published October 2024 in Expert Systems with Applications |
Extended vertical lists for temporal pattern mining from multivariate time series JOURNAL ARTICLE published October 2019 in Expert Systems Research funded by National Institute of General Medical Sciences (R01 GM-110240) |
Privacy‐preserving federated learning cyber‐threat detection for intelligent transport systems with blockchain‐based security JOURNAL ARTICLE published June 2023 in Expert Systems |
A lightweight CORONA-NET for COVID-19 detection in X-ray images JOURNAL ARTICLE published September 2023 in Expert Systems with Applications |
Memetic evolutionary training for recurrent neural networks: an application to time-series prediction JOURNAL ARTICLE published May 2006 in Expert Systems |
Web traffic anomaly detection using C-LSTM neural networks JOURNAL ARTICLE published September 2018 in Expert Systems with Applications Research funded by Agency for Defense Development (UD160066BD) |
Multi‐scale Internet traffic forecasting using neural networks and time series methods JOURNAL ARTICLE published May 2012 in Expert Systems |
A hybrid model for financial JOURNAL ARTICLE published March 2021 in Expert Systems Research funded by National Natural Science Foundation of China (61973084,71871066,71991471) |
Time-aware personalized graph convolutional network for multivariate time series forecasting JOURNAL ARTICLE published April 2024 in Expert Systems with Applications |
Predicting time series of railway speed restrictions with time-dependent machine learning techniques JOURNAL ARTICLE published November 2013 in Expert Systems with Applications |
Real-time forecasting of time series in financial markets using sequentially trained dual-LSTMs JOURNAL ARTICLE published August 2023 in Expert Systems with Applications Research funded by Google Inc (397744870419) |
An approach for robust decision making rule generation: Solving transport and logistics decision making problems JOURNAL ARTICLE published September 2018 in Expert Systems with Applications Research funded by Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja (TR-35049) |
Using Fourier coefficients in time series analysis for student performance prediction in blended learning environments JOURNAL ARTICLE published April 2016 in Expert Systems |
Vehicle re-routing under disruption in cross-dock network with time constraints JOURNAL ARTICLE published March 2024 in Expert Systems with Applications |
A heuristic time-invariant model for fuzzy time series forecasting JOURNAL ARTICLE published March 2011 in Expert Systems with Applications |
Surveillance scene representation and trajectory abnormality detection using aggregation of multiple concepts JOURNAL ARTICLE published July 2018 in Expert Systems with Applications |
Forecasting financial time series using a methodology based on autoregressive integrated moving average and Taylor expansion JOURNAL ARTICLE published October 2016 in Expert Systems Research funded by National Natural Science Foundation of China (71371113) | Humanity & Social Science Foundation by the Ministry of Education of China (13YJA790154) |
A two-level detector of short-term unique changes in time series based on a similarity method JOURNAL ARTICLE published July 2012 in Expert Systems |