Rakshitha Godahewa

17 papers B 1Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Predict+Optimize Problem in Renewable Energy Scheduling. IEEE Access Christoph Bergmeir, Frits de Nijs, Evgenii Genov, Abishek Sriramulu, Mahdi Abolghasemi, Richard Bean, John M. Betts, Quang Bui, Nam Trong Dinh, Nils Einecke, Rasul Esmaeilbeigi, Scott Ferraro, Priya Galketiya, Robert Glasgow, Rakshitha Godahewa, Yanfei Kang, Steffen Limmer, Luis Magdalena, Pablo Montero-Manso, Daniel Peralta, Yogesh Pipada Sunil Kumar, Alejandro Rosales-Pérez, Julian Ruddick, Akylas C. Stratigakos, Peter J. Stuckey, Guido Tack, Isaac Triguero, Rui Yuan
2023	J	`jnl`	Handling Concept Drift in Global Time Series Forecasting. CoRR Ziyi Liu, Rakshitha Godahewa, Kasun Bandara, Christoph Bergmeir
2023	J	`jnl`	On Forecast Stability. CoRR Rakshitha Godahewa, Christoph Bergmeir, Zeynep Erkin Baz, Chengjun Zhu, Zhangdi Song, Salvador García, Dario Benavides
2023	J	`jnl`	SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting. Mach. Learn. Rakshitha Godahewa, Geoffrey I. Webb, Daniel F. Schmidt, Christoph Bergmeir
2023	J	`jnl`	Scalable Probabilistic Forecasting in Retail with Gradient Boosted Trees: A Practitioner's Approach. CoRR Xueying Long, Quang Bui, Grady Oktavian, Daniel F. Schmidt, Christoph Bergmeir, Rakshitha Godahewa, Seong Per Lee, Kaifeng Zhao, Paul Condylis
2023	J	`jnl`	The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond. CoRR 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
2022	J	`jnl`	A Generative Deep Learning Framework Across Time Series to Optimize the Energy Consumption of Air Conditioning Systems. IEEE Access Rakshitha Godahewa, Chang Deng, Arnaud Prouzeau, Christoph Bergmeir
2022	J	`jnl`	Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy. CoRR Christoph Bergmeir, Frits de Nijs, Abishek Sriramulu, Mahdi Abolghasemi, Richard Bean, John M. Betts, Quang Bui, Nam Trong Dinh, Nils Einecke, Rasul Esmaeilbeigi, Scott Ferraro, Priya Galketiya, Evgenii Genov, Robert Glasgow, Rakshitha Godahewa, Yanfei Kang, Steffen Limmer, Luis Magdalena, Pablo Montero-Manso, Daniel Peralta, Yogesh Pipada Sunil Kumar, Alejandro Rosales-Pérez, Julian Ruddick, Akylas C. Stratigakos, Peter J. Stuckey, Guido Tack, Isaac Triguero, Rui Yuan
2022	J	`jnl`	SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting. CoRR Rakshitha Godahewa, Geoffrey I. Webb, Daniel F. Schmidt, Christoph Bergmeir
2021	J	`jnl`	Ensembles of localised models for time series forecasting. Knowl. Based Syst. Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb, Slawek Smyl, Christoph Bergmeir
2021	—	`conf`	Monash Time Series Forecasting Archive. NeurIPS Datasets and Benchmarks Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Rob J. Hyndman, Pablo Montero-Manso
2021	J	`jnl`	Monash Time Series Forecasting Archive. CoRR Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Rob J. Hyndman, Pablo Montero-Manso
2020	J	`jnl`	A Strong Baseline for Weekly Time Series Forecasting. CoRR Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Pablo Montero-Manso
2020	J	`jnl`	Ensembles of Localised Models for Time Series Forecasting. CoRR Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb, Slawek Smyl, Christoph Bergmeir
2020	B	`conf`	Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification. IJCNN Rakshitha Godahewa, Trevor Yann, Christoph Bergmeir, François Petitjean
2020	J	`jnl`	Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification. CoRR Rakshitha Godahewa, Trevor Yann, Christoph Bergmeir, François Petitjean
2020	J	`jnl`	Simulation and Optimisation of Air Conditioning Systems using Machine Learning. CoRR Rakshitha Godahewa, Chang Deng, Arnaud Prouzeau, Christoph Bergmeir