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Evolving modular networks with genetic algorithms: application to nonlinear time series

JOURNAL ARTICLE published September 2004 in Expert Systems

Authors: A.S. Cofiño | J.M. Gutiérrez | M.L. Ivanissevich

Time series forecasting based on a novel ensemble‐based network and variational mode decomposition

JOURNAL ARTICLE published August 2023 in Expert Systems

Authors: Fatemeh Nazarieh | Mohammad Naderi Dehkordi

Time and frequency-domain feature fusion network for multivariate time series classification

JOURNAL ARTICLE published October 2024 in Expert Systems with Applications

Authors: Tianyang Lei | Jichao Li | Kewei Yang

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)

Authors: Anton Kocheturov | Petar Momcilovic | Azra Bihorac | Panos M. Pardalos

Privacy‐preserving federated learning cyber‐threat detection for intelligent transport systems with blockchain‐based security

JOURNAL ARTICLE published June 2023 in Expert Systems

Authors: Tarek Moulahi | Rateb Jabbar | Abdulatif Alabdulatif | Sidra Abbas | Salim El Khediri | Salah Zidi | Muhammad Rizwan

A lightweight CORONA-NET for COVID-19 detection in X-ray images

JOURNAL ARTICLE published September 2023 in Expert Systems with Applications

Authors: Muhammad Usman Hadi | Rizwan Qureshi | Ayesha Ahmed | Nadeem Iftikhar

Memetic evolutionary training for recurrent neural networks: an application to time-series prediction

JOURNAL ARTICLE published May 2006 in Expert Systems

Authors: M. Delgado | M.C. Pegalajar | M.P. Cuéllar

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)

Authors: Tae-Young Kim | Sung-Bae Cho

Multi‐scale Internet traffic forecasting using neural networks and time series methods

JOURNAL ARTICLE published May 2012 in Expert Systems

Authors: Paulo Cortez | Miguel Rio | Miguel Rocha | Pedro Sousa

A hybrid model for financial time‐series forecasting based on mixed methodologies

JOURNAL ARTICLE published March 2021 in Expert Systems

Research funded by National Natural Science Foundation of China (61973084,71871066,71991471)

Authors: Zhidan Luo | Wei Guo | Qingfu Liu | Zhengjun Zhang

Time-aware personalized graph convolutional network for multivariate time series forecasting

JOURNAL ARTICLE published April 2024 in Expert Systems with Applications

Authors: ZhuoLin Li | ZiHeng Gao | XiaoLin Zhang | GaoWei Zhang | LingYu Xu

Predicting time series of railway speed restrictions with time-dependent machine learning techniques

JOURNAL ARTICLE published November 2013 in Expert Systems with Applications

Authors: Olga Fink | Enrico Zio | Ulrich Weidmann

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)

Authors: Kelum Gajamannage | Yonggi Park | Dilhani I. Jayathilake

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)

Authors: Goran S. Petrović | Miloš Madić | Jurgita Antucheviciene

Using Fourier coefficients in time series analysis for student performance prediction in blended learning environments

JOURNAL ARTICLE published April 2016 in Expert Systems

Authors: Jasna Gamulin | Ozren Gamulin | Dragutin Kermek

Vehicle re-routing under disruption in cross-dock network with time constraints

JOURNAL ARTICLE published March 2024 in Expert Systems with Applications

Authors: Fahim Ahmed | Nathan Huynh | William Ferrell | Vishal Badyal | Bhavya Padmanabhan

A heuristic time-invariant model for fuzzy time series forecasting

JOURNAL ARTICLE published March 2011 in Expert Systems with Applications

Authors: Enjian Bai | W.K. Wong | W.C. Chu | Min Xia | Feng Pan

Surveillance scene representation and trajectory abnormality detection using aggregation of multiple concepts

JOURNAL ARTICLE published July 2018 in Expert Systems with Applications

Authors: Sk. Arif Ahmed | Debi Prosad Dogra | Samarjit Kar | Partha Pratim Roy

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)

Authors: Guisheng Zhang | Xindong Zhang | Hongyinping Feng

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

Authors: Tomasz Pełech-Pilichowski | Jan T. Duda