Mashud Rana

发表

SpringNet: Transformer and Spring DTW for Time Series Forecasting

Yang Lin, Irena Koprinska, Mashud Rana, 2020, ICONIP.

Solar Power Forecasting Using Pattern Sequences

Zheng Wang, Irena Koprinska, Mashud Rana, 2017, ICANN.

Forecasting solar power generated by grid connected PV systems using ensembles of neural networks

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Wavelet Neural Networks for Electricity Load Forecasting - Dealing with Border Distortion and Shift Invariance

Irena Koprinska, Mashud Rana, 2013, ICANN.

2D-interval forecasts for solar power production

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2015 .

Statistical and Machine Learning Methods for Electricity Demand Prediction

Irena Koprinska, Mashud Rana, Alexandra Kotillova, 2012, ICONIP.

Univariate and multivariate methods for very short-term solar photovoltaic power forecasting

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2016 .

Solar power prediction using weather type pair patterns

Zheng Wang, Irena Koprinska, Mashud Rana, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Multiple steps ahead solar photovoltaic power forecasting based on univariate machine learning models and data re-sampling

Mashud Rana, Ashfaqur Rahman, Ashfaqur Rahman, 2020 .

Solar power forecasting using weather type clustering and ensembles of neural networks

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Investigating data-driven approaches to understand the interaction between water quality and physiological response of sentinel oysters in natural environment

Mashud Rana, Andrew D. Hellicar, Ashfaqur Rahman, 2020, Comput. Electron. Agric..

Cooperative neuro-evolutionary recurrent neural networks for solar power prediction

Mashud Rana, Vassilios G. Agelidis, Rohitash Chandra, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Energy time series prediction

Mashud Rana, 2014 .

Electricity load forecasting using non-decimated wavelet prediction methods with two-stage feature selection

Irena Koprinska, Mashud Rana, I. Koprinska, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Solar Power Forecasting Based on Pattern Sequence Similarity and Meta-learning

Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, 2020, ICANN.

Feature Selection for Electricity Load Prediction

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2012, ICONIP.

Pattern Sequence Neural Network for Solar Power Forecasting

Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, 2019, ICONIP.

Yearly and seasonal models for electricity load forecasting

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2011, The 2011 International Joint Conference on Neural Networks.

Routing security in mobile ad hoc networks : an extension of DSR

Mashud Rana, Alimuzzaman Khan, Syeda Suhana Rahman, 2011 .

Feature Selection for Interval Forecasting of Electricity Demand Time Series Data

Irena Koprinska, Mashud Rana, Abbas Khosravi, 2015 .

Combining pattern sequence similarity with neural networks for forecasting electricity demand time series

Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Extended Weighted Nearest Neighbor for Electricity Load Forecasting

Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, 2016, ICANN.

Neural Network Ensemble Based Approach for 2D-Interval Prediction of Solar Photovoltaic Power

Irena Koprinska, Mashud Rana, 2016 .

Clustering based methods for solar power forecasting

Zheng Wang, Irena Koprinska, Mashud Rana, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Dynamic Ensemble Using Previous and Predicted Future Performance for Multi-step-ahead Solar Power Forecasting

Irena Koprinska, Mashud Rana, Ashfaqur Rahman, 2019, ICANN.

Forecasting hourly electricity load profile using neural networks

Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Prediction intervals for electricity load forecasting using neural networks

Irena Koprinska, Mashud Rana, Abbas Khosravi, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Feature Selection for Neural Network-Based Interval Forecasting of Electricity Demand Data

Irena Koprinska, Mashud Rana, Abbas Khosravi, 2013, ICANN.

Correlation and instance based feature selection for electricity load forecasting

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2015, Knowl. Based Syst..

Electricity Load Forecasting: A Weekday-Based Approach

Irena Koprinska, Mashud Rana, Vassilios G. Agelidis, 2012, ICANN.

Comparison and Sensitivity Analysis of Methods for Solar PV Power Prediction

Mashud Rana, Ashfaqur Rahman, Mohammed Nazim Uddin, 2018, PAKDD.

Forecasting electricity load with advanced wavelet neural networks

Irena Koprinska, Mashud Rana, I. Koprinska, 2016, Neurocomputing.

Temporal Convolutional Neural Networks for Solar Power Forecasting

Irena Koprinska, Mashud Rana, Yang Lin, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

A Data-driven Approach for Forecasting State Level Aggregated Solar Photovoltaic Power Production

Jiong Jin, Mashud Rana, Ashfaqur Rahman, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Spatially Aggregated Photovoltaic Power Prediction Using Wavelet and Convolutional Neural Networks

Mashud Rana, Mohammad Saiedur Rahaman, Sarah Almaghrabi, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Temporal Convolutional Attention Neural Networks for Time Series Forecasting

Irena Koprinska, Mashud Rana, Yang Lin, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

SSDNet: State Space Decomposition Neural Network for Time Series Forecasting

Irena Koprinska, Mashud Rana, Yang Lin, 2021, 2021 IEEE International Conference on Data Mining (ICDM).

Forecasting Regional Level Solar Power Generation Using Advanced Deep Learning Approach

Mashud Rana, Mohammad Saiedur Rahaman, Sarah Almaghrabi, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

An integrated framework of sensing, machine learning, and augmented reality for aquaculture prawn farm management

Mashud Rana, Matt Adcock, Ashfaqur Rahman, 2021 .