Fundamentals of Evolutionary Machine Learning

W Banzhaf, P Machado - Handbook of Evolutionary Machine Learning, 2023 - Springer
In this opening chapter, we overview the quickly develo** field of evolutionary machine
learning. We first motivate the field and define how we understand evolutionary machine …

New classification method for independent data sources using Pawlak conflict model and decision trees

M Przybyła-Kasperek, K Kusztal - Entropy, 2022 - mdpi.com
The research concerns data collected in independent sets—more specifically, in local
decision tables. A possible approach to managing these data is to build local classifiers …

Making sense of negotiation and AI: The blossoming of a new collaboration

HA Falcão Filho - International Journal of Commerce and …, 2024 - journals.sagepub.com
The integration of artificial intelligence (AI), including the recent appearance of revolutionary
large language models (LLMs), marks a transformative era in the field of negotiations …

Dispersed Data Classification Model with Conflict Analysis and Parameterized Allied Relations

M Przybyła-Kasperek, K Kusztal, BA Addo - Procedia Computer Science, 2024 - Elsevier
In the paper, a classification model for dispersed data is proposed. By dispersed data we
mean a set of local tables that are collected independently by different units. This model …