Daniël van Helden
YOU?
Author Swipe
View article: Coping with AI errors with provable guarantees
Coping with AI errors with provable guarantees Open
AI errors pose a significant challenge, hindering real-world applications. This work introduces a novel approach to cope with AI errors using weakly supervised error correctors that guarantee a specific level of error reduction. Our correc…
View article: Weakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees
Weakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees Open
We present a new methodology for handling AI errors by introducing weakly supervised AI error correctors with a priori performance guarantees. These AI correctors are auxiliary maps whose role is to moderate the decisions of some previousl…
View article: The Arch-I-Scan Project: Artificial Intelligence and 3D Simulation for Developing New Approaches to Roman Foodways
The Arch-I-Scan Project: Artificial Intelligence and 3D Simulation for Developing New Approaches to Roman Foodways Open
This article presents the aims, technical processes, and initial results of the Arch-I-Scan Project, which is using artificial intelligence and machine learning to enhance the collection of Roman ceramic data so that these data can contrib…
View article: Learning from Scarce Information: Using Synthetic Data to Classify Roman Fine Ware Pottery
Learning from Scarce Information: Using Synthetic Data to Classify Roman Fine Ware Pottery Open
In this article, we consider a version of the challenging problem of learning from datasets whose size is too limited to allow generalisation beyond the training set. To address the challenge, we propose to use a transfer learning approach…
View article: Historical fiction and archaeological interpretation
Historical fiction and archaeological interpretation Open
The transformation of the material traces of the past into archaeological narrative is a fundamentally creative act. But what happens when archaeologists engage with the work and methods of historical novelists and filmmakers? Do they risk…
View article: Building an Ontology of Tablewares using 'Legacy Data'
Building an Ontology of Tablewares using 'Legacy Data' Open
This article aims to demonstrate how an ontology can be constructed to encompass many of\nthe criteria needed for more consumption-oriented approaches to Roman tablewares. For this\nit demonstrates how a dataset in a relational database ca…