94 citations · 397 across the 13 of their papers we have counts for
3 papers · 1 filter
Short-Term Load Forecasting using Bi-directional Sequential Models and Feature Engineering for Small Datasets
Abdul Wahab, Muhammad Anas Tahir, Naveed Iqbal +2
Electricity load forecasting enables the grid operators to optimally implement the smart grid's most essential features such as demand response and energy efficiency. Electricity d…
Revisiting Distillation and Incremental Classifier Learning
Khurram Javed, Faisal Shafait
One of the key differences between the learning mechanism of humans and Artificial Neural Networks (ANNs) is the ability of humans to learn one task at a time. ANNs, on the other h…
Efficient Estimation of k for the Nearest Neighbors Class of Methods
Aleksander Lodwich, Faisal Shafait, Thomas Breuel
The k Nearest Neighbors (kNN) method has received much attention in the past decades, where some theoretical bounds on its performance were identified and where practical optimizat…