Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting

no code implementations • 21 Apr 2023 • Md Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Mahardhika Pratama, Berlian Al Kindhi

The proposed model is evaluated for single-step and multi-step WPF, and compared with gated recurrent unit (GRU) and long short-term memory (LSTM) models on a wind power dataset.

Time Series Time Series Forecasting

Comparing Machine Learning Algorithms with or without Feature Extraction for DNA Classification

no code implementations • 1 Nov 2020 • Xiangxie Zhang, Ben Beinke, Berlian Al Kindhi, Marco Wiering

The classification of DNA sequences is a key research area in bioinformatics as it enables researchers to conduct genomic analysis and detect possible diseases.

BIG-bench Machine Learning General Classification