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List of works by Tome Eftimov

A Fine-Tuned Bidirectional Encoder Representations From Transformers Model for Food Named-Entity Recognition: Algorithm Development and Validation

scientific article published on 09 August 2021

A rule-based named-entity recognition method for knowledge extraction of evidence-based dietary recommendations

scientific article

Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances

scientific article published on 12 July 2023

Comparing Algorithm Selection Approaches on Black-Box Optimization Problems

scientific article published on 24 July 2023

ISO-FOOD ontology: A formal representation of the knowledge within the domain of isotopes for food science

scientific article published on 28 October 2018

Identification of Requirements for Computer-Supported Matching of Food Consumption Data with Food Composition Data

scientific article published on 30 March 2018

Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization

scientific article published on 01 August 2024

Mixed deep learning and natural language processing method for fake-food image recognition and standardization to help automated dietary assessment

scientific article published on 6 April 2018

Optimising an FFQ Using a Machine Learning Pipeline to teach an Efficient Nutrient Intake Predictive Model

scientific article published on 10 December 2020

StandFood: Standardization of Foods Using a Semi-Automatic System for Classifying and Describing Foods According to FoodEx2.

scientific article

TransOptAS: Transformer-Based Algorithm Selection for Single-Objective Optimization

scientific article published on 01 August 2024

Transfer Learning Analysis of Multi-Class Classification for Landscape-Aware Algorithm Selection

scientific article published on 30 January 2022

Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms

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