Giovanni Pilato

Deep Neural Attention-Based Model for the Evaluation of Italian Sentences Complexity

2020

In this paper, the Automatic Text Complexity Evaluation problem is modeled as a binary classification task tackled by a Neural Network based system. It exploits Recurrent Neural Units and the Attention mechanism to measure the …

Analyzing and assessing explainable AI models for smart agriculture environments

2024 · Multimedia Tools and Applications

Abstract We analyze a case study in the field of smart agriculture exploiting Explainable AI (XAI) approach, a field of study that aims to provide interpretations and explanations to the behaviour of AI systems. The …

Leveraging DALI to Refine Route Planning by Dynamically Avoiding Risky POIs

2024

Considering the diversity of attractions and activities in tourism, itinerary planning is being used to align visits to Points of Interest (POIs) with personal preferences. In this paper, we propose the use of DALI, an …