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 …

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 algorithm for controlling emotional fluctuation of artificial investors in stock markets

D Cabrera, C Cubillos, A Cubillos, E Urra… - IEEE …, 2018 - ieeexplore.ieee.org
This paper presents the design of an affective algorithm for implementing autonomous
decisionmaking systems that incorporate an emotional stabilizer mechanism for the use in …

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 …

Resilience in the decision-making of an artificial autonomous system on the stock market

D Cabrera, R Rubilar, C Cubillos - IEEE Access, 2019 - ieeexplore.ieee.org
This paper presents the design of a resilience mechanism for supporting investment
decision-making processes performed by artificial autonomous systems. In the field of …

Intelligent Recommender System for online clothing optimization of casual clothing: An approach from the Competitive Imperialist Algorithm

A Loera, A Ochoa-Zezatti, J Sánchez… - Journal of Network …, 2019 - cspub-jnic.org
The future state of the companies that offer online services is of great importance for the
professionals of the stock market. According to the efficient theory of the market, it is …