Hansika Hewamalage

According to our database, Hansika Hewamalage authored at least 11 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Forecast evaluation for data scientists: common pitfalls and best practices.

Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir

Data Min. Knowl. Discov., March, 2023

The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond.

Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara, Christoph Bergmeir, Juan Bernabé-Moreno, Robert Eigenmann, Nils Einecke, Selvi Ergen, Rakshitha Godahewa, Hansika Hewamalage, Jesus Lago, Steffen Limmer, Sven Rebhan, Boris Rabinovich, Dilini Rajapaksha, Heda Song, Christian Wagner, Wenlong Wu, Luis Magdalena, Isaac Triguero

CoRR, 2023

2022

Advancing Time Series Forecasting Techniques & Practices in a Big Data Environment.

Hansika Hewamalage

PhD thesis, 2022

Global models for time series forecasting: A Simulation study.

Hansika Hewamalage, Christoph Bergmeir, Kasun Bandara

Pattern Recognit., 2022

2021

LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series With Multiple Seasonal Patterns.

Kasun Bandara, Christoph Bergmeir, Hansika Hewamalage

IEEE Trans. Neural Networks Learn. Syst., 2021

Improving the accuracy of global forecasting models using time series data augmentation.

Kasun Bandara, Hansika Hewamalage, Yuan-Hao Liu, Yanfei Kang, Christoph Bergmeir

Pattern Recognit., 2021

NeuralProphet: Explainable Forecasting at Scale.

Oskar Triebe, Hansika Hewamalage, Polina Pilyugina, Nikolay Laptev, Christoph Bergmeir, Ram Rajagopal

CoRR, 2021

A Look at the Evaluation Setup of the M5 Forecasting Competition.

Hansika Hewamalage, Pablo Montero-Manso, Christoph Bergmeir, Rob J. Hyndman

CoRR, 2021

2019

Recurrent Neural Networks for Time Series Forecasting: Current Status and Future Directions.

Hansika Hewamalage, Christoph Bergmeir, Kasun Bandara

CoRR, 2019

Sales Demand Forecast in E-commerce Using a Long Short-Term Memory Neural Network Methodology.

Kasun Bandara, Peibei Shi, Christoph Bergmeir, Hansika Hewamalage, Quoc Tran, Brian Seaman

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2015

Evaluation of feature-based object identification for augmented reality applications on mobile devices.

Bhagya Hettige, Hansika Hewamalage, Chathuranga Rajapaksha, Nuwan Wajirasena, Akila Pemasiri, Indika Perera

Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015