DSIPTS: A high productivity environment for time series forecasting models by Andrea Gobbi, Andrea Martinelli, Marco Cristoforetti

Subjects: “…Time series forecasting…”
Get full text

Decompose and Conquer: Time Series Forecasting with Multiseasonal Trend Decomposition Using Loess by Amirhossein Sohrabbeig, Omid Ardakanian, Petr Musilek

Subjects: “…time series forecasting…”
Get full text

Improving demand forecasting with LSTM by taking into account the seasonality of data by Hossein Abbasimehr, Mohammad Khodizadeh Nahari

Subjects: Get full text

Cluster-based LSTM models to improve Dengue cases forecast by Juan Vicente Bogado Machuca, Diego Herbin Stalder Díaz, Christian Emilio Schaerer Serra

Subjects: Get full text

Polynomial and Wavelet-Type Transfer Function Models to Improve Fisheries’ Landing Forecasting with Exogenous Variables by Eliana Vivas, Héctor Allende-Cid, Rodrigo Salas, Lelys Bravo

Subjects: Get full text

Advanced series decomposition with a gated recurrent unit and graph convolutional neural network for non-stationary data patterns by Huimin Han, Harold Neira-Molina, Asad Khan, Meie Fang, Haitham A. Mahmoud, Emad Mahrous Awwad, Bilal Ahmed, Yazeed Yasin Ghadi

Subjects: “…Time series forecasting…”
Get full text

Forecasting of GPU Prices Using Transformer Method by Risyad Faisal Hadi, Siti Sa'adah, Didit Adytia

Subjects: Get full text

Multi-Step-Ahead Time Series Forecasting using Deep Learning and Fuzzy Time Series-based Error Correction Method by Samit Bhanja, Banani Ghose, Abhishek Das

Subjects: “…Time series forecasting…”
Get full text

Time series demand forecasting on NYC taxi dataset by Teh, Timothy Rui Sheng

Subjects: Get full text

Development of Trading Strategies Using Time Series Based on Robust Interval Forecasts by Evgeny Nikulchev, Alexander Chervyakov

Subjects: “…time series forecasting…”
Get full text

RPM-ETC: A Risk Prediction Model for Elevators Based on Transformer and Self-Temporal Compression Mechanism by Haoxiang Yu, Libin Wang, Weiquan Xu, Siya Mi, Yu Zhang

Subjects: “…time series forecasting…”
Get full text

Time-Universal Data Compression by Boris Ryabko

Subjects: Get full text

AQIPred: A Hybrid Model for High Precision Time Specific Forecasting of Air Quality Index with Cluster Analysis by Farhana Yasmin, Md. Mehedi Hassan, Mahade Hasan, Sadika Zaman, Jarif Huda Angon, Anupam Kumar Bairagi, Yang Changchun

Subjects: Get full text

Umformer: A Transformer Dedicated to Univariate Multistep Prediction by Min Li, Qinghui Chen, Gang Li, Delong Han

Subjects: Get full text

Forecasting basal area increment in forest ecosystems using deep learning: A multi-species analysis in the Himalayas by P. Casas-Gómez, J.F. Torres, J.C. Linares, A. Troncoso, F. Martínez-Álvarez

Subjects: Get full text

A robust maximum correntropy forecasting model for time series with outliers by Jing Ren, Wei-Qin Li

Subjects: Get full text

Investigating Explainability Methods in Recurrent Neural Network Architectures for Financial Time Series Data by Warren Freeborough, Terence van Zyl

Subjects: “…time series forecasting…”
Get full text

Data augmentation in economic time series: Behavior and improvements in predictions by Ana Lazcano de Rojas

Subjects: “…time series forecasting…”
Get full text

Exchange rate forecasting with Artificial Intelligence by Katerina Zela (Male)

Subjects: Get full text

Walking Back the Data Quantity Assumption to Improve Time Series Prediction in Deep Learning by Ana Lazcano, Pablo Hidalgo, Julio E. Sandubete

Subjects: “…time series forecasting…”
Get full text