IEEE

Pattern-Based Feature Extraction for Improved Deep Learning in Financial Time Series Classification

Abstract: In this paper, the authors introduce a novel feature extraction method based on pattern detection in financial data to enhance the performance of deep learning models for financial time ...
IEEE

A New Metric Based on Association Rules to Assess Feature-Attribution Explainability Techniques for Time Series Forecasting

Abstract: This paper introduces a new, model-independent, metric, called RExQUAL, for quantifying the quality of explanations provided by attribution-based explainable artificial intelligence ...
Independent.ie

Appeal against Beyond the Trees Avondale’s new feature was made on invalid grounds

An appeal against permission granted for a series of new activities for children at Beyond the Trees Avondale in Wicklow has been deemed invalid by An Coimisiún Pleanála. In March, Wicklow County ...