15 citations · 24 across the 15 of their papers we have counts for
3 papers · 1 filter
Counterfactual Explanations for Time Series Forecasting
Zhendong Wang, Ioanna Miliou, Isak Samsten +1
Among recent developments in time series forecasting methods, deep forecasting models have gained popularity as they can utilize hidden feature patterns in time series to improve f…
An End-to-End Workflow using Topic Segmentation and Text Summarisation Methods for Improved Podcast Comprehension
Andrew Aquilina, Sean Diacono, Panagiotis Papapetrou +1
The consumption of podcast media has been increasing rapidly. Due to the lengthy nature of podcast episodes, users often carefully select which ones to listen to. Although episode…
Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information
Van Long Ho, Nguyen Ho, Torben Bach Pedersen +1
Big time series are increasingly available from an ever wider range of IoT-enabled sensors deployed in various environments. Significant insights can be gained by mining temporal p…