Mashud Rana

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 29

Top Topics

Load Forecasting

Wavelet Coefficients

Top Venues

Publications

Sarah Almaghrabi, Mashud Rana, Margaret Hamilton, Mohammad Saiedur Rahaman
Multivariate solar power time series forecasting using multilevel data fusion and deep neural networks. Inf. Fusion 104 (2024)
Mashud Rana, Ashfaqur Rahman, Daniel V. Smith
A Semi-supervised Approach for Activity Recognition from Indoor Trajectory Data. CoRR (2023)
Mashud Rana, Ashfaqur Rahman, Mahathir Almashor, John McCulloch, Subbu Sethuvenkatraman
Automatic Classification of Sensors in Buildings: Learning from Time Series Data. AI (1) (2023)
Mahathir Almashor, Mashud Rana, John McCulloch, Ashfaqur Rahman, Subbu Sethuvenkatraman
What's The Point: AutoEncoding Building Point Names. BuildSys@SenSys (2023)
Sarah Almaghrabi, Mashud Rana, Margaret Hamilton, Mohammad Saiedur Rahaman
Solar Power Time Series Forecasting Utilising Wavelet Coefficients. CoRR (2022)
Joel Janek Dabrowski, Ashfaqur Rahman, Andrew D. Hellicar, Mashud Rana, Stuart Arnold
Deep Learning for Prawn Farming - Forecasting and Anomaly Detection. PAKDD (3) (2022)
Joel Janek Dabrowski, Ashfaqur Rahman, Andrew D. Hellicar, Mashud Rana, Stuart Arnold
Deep Learning for Prawn Farming: Forecasting and Anomaly Detection. CoRR (2022)
Sarah Almaghrabi, Mashud Rana, Margaret Hamilton, Mohammad Saiedur Rahaman
Solar power time series forecasting utilising wavelet coefficients. Neurocomputing 508 (2022)
Peter Baumgartner, Daniel V. Smith, Mashud Rana, Reena Kapoor, Elena Tartaglia, Andreas Schutt, Ashfaqur Rahman, John Taylor, Simon Dunstall
Movement Analytics: Current Status, Application to Manufacturing, and Future Prospects from an AI Perspective. CoRR (2022)
Yang Lin, Irena Koprinska, Mashud Rana
Temporal Convolutional Attention Neural Networks for Time Series Forecasting. IJCNN (2021)
Yang Lin, Irena Koprinska, Mashud Rana
SSDNet: State Space Decomposition Neural Network for Time Series Forecasting. CoRR (2021)
Sarah Almaghrabi, Mashud Rana, Margaret Hamilton, Mohammad Saiedur Rahaman
Forecasting Regional Level Solar Power Generation Using Advanced Deep Learning Approach. IJCNN (2021)
Sarah Almaghrabi, Mashud Rana, Margaret Hamilton, Mohammad Saiedur Rahaman
Spatially Aggregated Photovoltaic Power Prediction Using Wavelet and Convolutional Neural Networks. IJCNN (2021)
Yang Lin, Irena Koprinska, Mashud Rana
SSDNet: State Space Decomposition Neural Network for Time Series Forecasting. ICDM (2021)
Mashud Rana, Ashfaqur Rahman, Daniel Hugo, John McCulloch, Andrew D. Hellicar
Investigating data-driven approaches to understand the interaction between water quality and physiological response of sentinel oysters in natural environment. Comput. Electron. Agric. 175 (2020)
Mashud Rana, Ashfaqur Rahman, Jiong Jin
A Data-driven Approach for Forecasting State Level Aggregated Solar Photovoltaic Power Production. IJCNN (2020)
Yang Lin, Irena Koprinska, Mashud Rana
Temporal Convolutional Neural Networks for Solar Power Forecasting. IJCNN (2020)
Yang Lin, Irena Koprinska, Mashud Rana
SpringNet: Transformer and Spring DTW for Time Series Forecasting. ICONIP (3) (2020)
Yang Lin, Irena Koprinska, Mashud Rana, Alicia Troncoso
Solar Power Forecasting Based on Pattern Sequence Similarity and Meta-learning. ICANN (1) (2020)
Irena Koprinska, Mashud Rana, Ashfaqur Rahman
Dynamic Ensemble Using Previous and Predicted Future Performance for Multi-step-ahead Solar Power Forecasting. ICANN (4) (2019)
Yang Lin, Irena Koprinska, Mashud Rana, Alicia Troncoso
Pattern Sequence Neural Network for Solar Power Forecasting. ICONIP (5) (2019)
Mashud Rana, Ashfaqur Rahman, Liwan H. Liyanage, Mohammed Nazim Uddin
Comparison and Sensitivity Analysis of Methods for Solar PV Power Prediction. PAKDD (Workshops) (2018)
Zheng Wang, Irena Koprinska, Mashud Rana
Solar Power Forecasting Using Pattern Sequences. ICANN (2) (2017)
Zheng Wang, Irena Koprinska, Mashud Rana
Solar power prediction using weather type pair patterns. IJCNN (2017)
Mashud Rana, Irena Koprinska, Alicia Troncoso, Vassilios G. Agelidis
Extended Weighted Nearest Neighbor for Electricity Load Forecasting. ICANN (2) (2016)
Mashud Rana, Rohitash Chandra, Vassilios G. Agelidis
Cooperative neuro-evolutionary recurrent neural networks for solar power prediction. CEC (2016)
Mashud Rana, Irena Koprinska, Vassilios G. Agelidis
Solar power forecasting using weather type clustering and ensembles of neural networks. IJCNN (2016)
Mashud Rana, Irena Koprinska
Forecasting electricity load with advanced wavelet neural networks. Neurocomputing 182 (2016)
Zheng Wang, Irena Koprinska, Mashud Rana
Clustering based methods for solar power forecasting. IJCNN (2016)
Mashud Rana, Irena Koprinska, Vassilios G. Agelidis
Forecasting solar power generated by grid connected PV systems using ensembles of neural networks. IJCNN (2015)
Irena Koprinska, Mashud Rana, Vassilios G. Agelidis
Correlation and instance based feature selection for electricity load forecasting. Knowl. Based Syst. 82 (2015)
Mashud Rana, Irena Koprinska, Alicia Troncoso Lora
Forecasting hourly electricity load profile using neural networks. IJCNN (2014)
Mashud Rana, Irena Koprinska, Abbas Khosravi
Feature Selection for Neural Network-Based Interval Forecasting of Electricity Demand Data. ICANN (2013)
Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, Francisco Martínez-Álvarez
Combining pattern sequence similarity with neural networks for forecasting electricity demand time series. IJCNN (2013)
Mashud Rana, Irena Koprinska, Abbas Khosravi, Vassilios G. Agelidis
Prediction intervals for electricity load forecasting using neural networks. IJCNN (2013)
Mashud Rana, Irena Koprinska
Wavelet Neural Networks for Electricity Load Forecasting - Dealing with Border Distortion and Shift Invariance. ICANN (2013)
Mashud Rana, Irena Koprinska, Vassilios G. Agelidis
Feature Selection for Electricity Load Prediction. ICONIP (2) (2012)
Irena Koprinska, Mashud Rana, Vassilios G. Agelidis
Electricity Load Forecasting: A Weekday-Based Approach. ICANN (2) (2012)
Alexandra Kotillova, Irena Koprinska, Mashud Rana
Statistical and Machine Learning Methods for Electricity Demand Prediction. ICONIP (2) (2012)
Mashud Rana, Irena Koprinska
Electricity load forecasting using non-decimated wavelet prediction methods with two-stage feature selection. IJCNN (2012)
Irena Koprinska, Mashud Rana, Vassilios G. Agelidis
Yearly and seasonal models for electricity load forecasting. IJCNN (2011)