Recurrent Neural Networks for Time Series Forecasting: Current status and future directions
Hewamalage, Hansika, Bergmeir, Christoph, Bandara, Kasun
Published in International journal of forecasting (01.01.2021)
Published in International journal of forecasting (01.01.2021)
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Journal Article
Deep Learning Approaches for Long-Term Global Horizontal Irradiance Forecasting for Microgrids Planning
Medina-Santana, Alfonso, Hewamalage, Hansika, Cárdenas-Barrón, Leopoldo
Published in Designs (01.09.2022)
Published in Designs (01.09.2022)
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Journal Article
Forecast evaluation for data scientists: common pitfalls and best practices
Hewamalage, Hansika, Ackermann, Klaus, Bergmeir, Christoph
Published in Data mining and knowledge discovery (01.03.2023)
Published in Data mining and knowledge discovery (01.03.2023)
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Journal Article
Global models for time series forecasting: A Simulation study
Hewamalage, Hansika, Bergmeir, Christoph, Bandara, Kasun
Published in Pattern recognition (01.04.2022)
Published in Pattern recognition (01.04.2022)
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Journal Article
Improving the accuracy of global forecasting models using time series data augmentation
Bandara, Kasun, Hewamalage, Hansika, Liu, Yuan-Hao, Kang, Yanfei, Bergmeir, Christoph
Published in Pattern recognition (01.12.2021)
Published in Pattern recognition (01.12.2021)
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Journal Article
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices
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Paper
Journal Article
A Look at the Evaluation Setup of the M5 Forecasting Competition
Hewamalage, Hansika, Montero-Manso, Pablo, Bergmeir, Christoph, Hyndman, Rob J
Published in arXiv.org (08.08.2021)
Published in arXiv.org (08.08.2021)
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Paper
Journal Article
NeuralProphet: Explainable Forecasting at Scale
Triebe, Oskar, Hewamalage, Hansika, Pilyugina, Polina, Laptev, Nikolay, Bergmeir, Christoph, Rajagopal, Ram
Published in arXiv.org (29.11.2021)
Published in arXiv.org (29.11.2021)
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Paper
Journal Article
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation
Bandara, Kasun, Hewamalage, Hansika, Yuan-Hao, Liu, Kang, Yanfei, Bergmeir, Christoph
Published in arXiv.org (06.08.2020)
Published in arXiv.org (06.08.2020)
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Paper
Journal Article
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond
Pekaslan, Direnc, Alonso-Moral, Jose Maria, Bandara, Kasun, Bergmeir, Christoph, Bernabe-Moreno, Juan, Eigenmann, Robert, Einecke, Nils, Ergen, Selvi, Godahewa, Rakshitha, Hewamalage, Hansika, Lago, Jesus, Limmer, Steffen, Rebhan, Sven, Rabinovich, Boris, Rajapasksha, Dilini, Song, Heda, Wagner, Christian, Wu, Wenlong, Luis, Magdalena, Triguero, Isaac
Published in arXiv.org (07.11.2023)
Published in arXiv.org (07.11.2023)
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Paper
Journal Article
Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology
Bandara, Kasun, Shi, Peibei, Bergmeir, Christoph, Hewamalage, Hansika, Tran, Quoc, Seaman, Brian
Published in arXiv.org (11.08.2019)
Published in arXiv.org (11.08.2019)
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Paper
Journal Article
Evaluation of feature-based object identification for augmented reality applications on mobile devices
Hettige, Bhagya, Hewamalage, Hansika, Rajapaksha, Chathuranga, Wajirasena, Nuwan, Pemasiri, Akila, Perera, Indika
Published in 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS) (01.12.2015)
Published in 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS) (01.12.2015)
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Conference Proceeding