Using affective criteria in the decision-making of cognitive agents on flexible passenger transportation domain

D Cabrera-Paniagua, C Azola… - Journal of Ambient …, 2023 - Springer
Flexible passenger transportation occurs in response to the rigidity of the routes and travel
conditions offered by conventional public transportation systems. In this modality, both origin …

A novel artificial autonomous system for supporting investment decisions using a Big Five model approach

D Cabrera-Paniagua, R Rubilar-Torrealba - Engineering applications of …, 2021 - Elsevier
This paper presents the design of an artificial autonomous system (called AAS) for the stock
market domain that considers an approximation from the Big Five model, which proposes …

Human-augmented prescriptive analytics with interactive multi-objective reinforcement learning

K Lepenioti, A Bousdekis, D Apostolou… - IEEE Access, 2021 - ieeexplore.ieee.org
The rise of Artificial Intelligence (AI) enables enterprises to manage large amounts of data in
order to derive predictions about future performance and to gain meaningful insights. In this …

Bio-inspired artificial somatic index for reflecting the travel experience of passenger agents under a flexible transportation scenario

D Cabrera-Paniagua, D Flores, R Rubilar-Torrealba… - Scientific Reports, 2023 - nature.com
This work analyzes the implementation of an artificial mechanism inspired by a biological
somatic marker that ables a passenger agent to both, react to changes in the service, as well …

Affective autonomous agents for supporting investment decision processes using artificial somatic reactions

D Cabrera-Paniagua, R Rubilar-Torrealba - Journal of Ambient …, 2023 - Springer
Sometimes, the conscious act of decision-making in humans is dramatically interrupted by
situations that warrant an immediate response (eg when there is an imminent risk). The …

Framework for incorporating artificial somatic markers in the decision-making of autonomous agents

D Cabrera, C Cubillos, E Urra, R Mellado - Applied Sciences, 2020 - mdpi.com
The somatic marker hypothesis proposes that when a person faces a decision scenario,
many thoughts arise and different “physical consequences” are fleetingly observable. It is …

[HTML][HTML] Artificial Punishment Signals for Guiding the Decision-Making Process of an Autonomous System

D Cabrera-Paniagua, R Rubilar-Torrealba, N Castro… - Applied Sciences, 2024 - mdpi.com
Somatic markers have been evidenced as determinant factors in human behavior. In
particular, the concepts of somatic reward and punishment have been related to the decision …

Adaptive intelligent autonomous system using artificial somatic markers and Big Five personality traits

D Cabrera-Paniagua, R Rubilar-Torrealba - Knowledge-Based Systems, 2022 - Elsevier
This work presents the design of an adaptive, intelligent, autonomous system based on the
use of artificial somatic markers and personality traits of the Big Five model. The aim is for …

Time series model for stock market prediction utilising prophet

SL Sheeba, N Gupta… - Turkish Journal of …, 2021 - search.proquest.com
The importance of predicting the rise and fall of the stock market is indisputable, as it helps
investors make wise decisions in terms of buying and selling stocks; however, underlying …

Towards an affective intelligent agent system for decision-making on flexible transportation

D Cabrera-Paniagua, F Reyes… - 2021 IEEE CHILEAN …, 2021 - ieeexplore.ieee.org
This work analyzes the route time, the service cost, and well-being in flexible passenger
transportation. By using affective intelligent agents within an artificial environment, seven …