@article{PhysRevE.110.044106,
title = {Herd behavior in public goods games},
author = {Pereda, Mar\'{\i}a},
journal = {Phys. Rev. E},
volume = {110},
issue = {4},
pages = {044106},
numpages = {8},
year = {2024},
month = {10},
publisher = {American Physical Society},
doi = {10.1103/PhysRevE.110.044106},
url = {https://link.aps.org/doi/10.1103/PhysRevE.110.044106}
}
@article{10.1093/pnasnexus/pgae409,
author = {Miranda, Manuel and Pereda, María and Sánchez, Angel and Estrada, Ernesto},
title = "{Indirect social influence and diffusion of innovations: An experimental approach}",
journal = {PNAS Nexus},
volume = {3},
number = {10},
pages = {pgae409},
year = {2024},
month = {10},
issn = {2752-6542},
doi = {10.1093/pnasnexus/pgae409},
url = {https://doi.org/10.1093/pnasnexus/pgae409},
eprint = {https://academic.oup.com/pnasnexus/article-pdf/3/10/pgae409/59599319/pgae409\_supplementary\_data.pdf},
}
@article{SANTOS2023109261,
title = {Explainable machine learning for project management control},
journal = {Computers & Industrial Engineering},
volume = {180},
pages = {109261},
year = {2023},
issn = {0360-8352},
doi = {https://doi.org/10.1016/j.cie.2023.109261},
url = {https://www.sciencedirect.com/science/article/pii/S0360835223002851},
author = {José Ignacio Santos and María Pereda and Virginia Ahedo and José Manuel Galán},
keywords = {Project management, Stochastic project control, Earned value management, Shapley values, Explainable machine learning, SHAP},
}
@article{tool_2024,
author = {Lorente, Pablo Jos{\é}, and Pereda, Mar\'{\i}a},
title = "{Experience the Prisoner's Dilemma: a game-based learning tool}",
url={https://revistadyo.es/DyO/index.php/dyo/article/view/666},
DOI={10.37610/ntvzy102},
volume = {3},
pages={18-27},
journal={Dirección y Organización},
year={2024},
month={7},
pages={18–27} }
@InProceedings{10.1007/978-3-031-27915-7_11,
author="Lorente, Pablo Jos{\'e} and Pereda, Mar{\'i}a",
editor="Garc{\'i}a M{\'a}rquez, Fausto Pedro
and Segovia Ram{\'i}rez, Isaac
and Bernalte S{\'a}nchez, Pedro Jos{\'e}
and Mu{\~{n}}oz del R{\'i}o, Alba",
title="An Iterated Prisoner's Dilemma Tool to Play and Learn Inside and Outside the Class",
booktitle="IoT and Data Science in Engineering Management",
year="2023",
publisher="Springer International Publishing",
address="Cham",
pages="59--63",
abstract="The information age in which we live presents us with a dynamic and overstimulated environment that inevitably affects the way we learn and impart knowledge. Teaching and studying human cooperation is no exception.",
isbn="978-3-031-27915-7"
}
@article{explainable,
author = {Santos, José Ignacio and Pereda, María and Ahedo, Virginia and Galán, José Manuel },
title = {Explainable machine learning for project management control},
journal = {Computers & Industrial Engineering},
volume = {180},
number = {109261},
pages = {0},
year = {2023},
doi = {https://doi.org/10.1016/j.cie.2023.109261},
URL = {https://www.sciencedirect.com/science/article/pii/S0360835223002851},
eprint = {https://www.sciencedirect.com/science/article/pii/S0360835223002851},
}
@article{doi:10.1073/pnas.2215041120,
author = {Ruiz-García, Miguel and Ozaita, Juan and Pereda, Mar{\'i}a and Alfonso, Antonio and Brañas-Garza, Pablo and Cuesta, Jos{\'e} A. and S{\'a}nchez, Angel},
title = {Triadic influence as a proxy for compatibility in social relationships},
journal = {Proceedings of the National Academy of Sciences},
volume = {120},
number = {13},
pages = {e2215041120},
year = {2023},
doi = {10.1073/pnas.2215041120},
URL = {https://www.pnas.org/doi/abs/10.1073/pnas.2215041120},
eprint = {https://www.pnas.org/doi/pdf/10.1073/pnas.2215041120},
}
@Article{Pereda2022,
author={Pereda, Mar{\'i}a},
title={Decision biases in human queuing systems: a simulation model to use in the class},
journal={Dirección y Organización},
year={2022},
month={July},
day={1},
volume={},
number={77},
pages={31--39},
issn={2171-6323},
doi={0.37610/dyo.v77i0.622},
url={https://doi.org/10.37610/dyo.v77i0.622}
}
@Article{Pereda2021,
author={D{\'i}az-de la Fuente, Silvia and Ahedo, Virginia and Caro, Jorge and Pereda, Mar{\'i}a, and Santos, Jose Ignacio, and Gal{\'a}n, Jose Manuel},
title={Multidisciplinary research in Spain. A network perspective},
journal={Dirección y Organización},
year={2021},
month={March},
day={5},
volume={},
number={74},
pages={39--53},
issn={2171-6323},
doi={10.37610/dyo.v0i74.601},
url={https://doi.org/10.37610/dyo.v0i74.601}
}
@Article{Pereda2020,
author={Pereda, Mar{\'i}a and Ozaita, Juan and Stavrakakis, Ioannis and S{\'a}nchez, Angel},
title={Competing for congestible goods: experimental evidence on parking choice},
journal={Scientific Reports},
year={2020},
month={November},
day={30},
volume={10},
number={1},
pages={20803},
issn={2045-2322},
doi={10.1038/s41598-020-77711-w},
url={https://doi.org/10.1038/s41598-020-77711-w}
}
@article{PhysRevE.102.042304,
title = {Hierarchical clustering of bipartite data sets based on the statistical significance of coincidences},
author = {Tamarit, Ignacio and Pereda, Mar\'{\i}a and Cuesta, Jos\'e A.},
journal = {Phys. Rev. E},
volume = {102},
issue = {4},
pages = {042304},
numpages = {12},
year = {2020},
month = {October},
publisher = {American Physical Society},
doi = {10.1103/PhysRevE.102.042304},
url = {https://link.aps.org/doi/10.1103/PhysRevE.102.042304}
}
@incollection{pereda2020LibroBlanco1,
title={An{\'a}lisis de la multidisciplinariedad de la investigación en Espa{ñ}a mediante la red de proyectos de I+D+I coordinados},
author={D{\'i}az-de la Fuente, Silvia and Ahedo, Virginia and Caro, Jorge and Pereda, Mar{\'\i}a and and Santos, Jos{\'e} I. and Gal{\'a}n, Jos{\'e} Manuel},
booktitle={Terra Incognita: Libro blanco sobre transdisciplinariedad y nuevas formas de investigaci{\'o}n en el Sistema Espa{\'~n}ol de Ciencia y Tecnolog{\'i}a},
pages={29--44},
year={2020},
publisher={Pressbooks},
url={https://terraincognita.pressbooks.com/chapter/diaz-de-la-fuente-s-ahedo-v-caro-j-pereda-m-santos-j-i-galan-j-m-analisis-de-la-multidisciplinariedad-de-la-investigacion-en-espana-mediante-la-red-de-proyectos-de/}
}
@incollection{pereda2020LibroBlanco2,
title={Conflicto y cooperación social en sociedades cazadoras-recolectoras tardías en Tierra de Fuego (Argentina)},
author={Zurro, Débora and Gal{\'a}n, Jos{\'e} Manuel and Álvarez, Myrian and Caro, Jorge and Pereda, Mar{\'\i}a and and Ahedo, Virginia and {Briz i Godino}, Ivan and Santos, Jos{\'e} I. and Izquierdo, L.R.},
booktitle={Terra Incognita: Libro blanco sobre transdisciplinariedad y nuevas formas de investigaci{\'o}n en el Sistema Espa{\'~n}ol de Ciencia y Tecnolog{\'i}a},
pages={147--156},
year={2020},
publisher={Pressbooks},
url={https://terraincognita.pressbooks.com/chapter/zurro-d-galan-j-m-alvarez-m-caro-j-pereda-m-ahedo-v-briz-i-godino-i-santos-j-i-centro-etc-social-cooperation-and-conflict-in-late-hunter-gatherer-societies-of-tierra-del/}
}
@article{article,
author = {Lumbreras, Sara and Wogrin, Sonja and Navarro, Guillermo and Bertazzi, Ilaria and Pereda, Mar\'ia'},
year = {2019},
month = {11},
pages = {4427},
title = {A Decentralized Solution for Transmission Expansion Planning: Getting Inspiration from Nature},
volume = {12},
journal = {Energies},
doi = {10.3390/en12234427}
}
@Article{Pereda2019,
author={Pereda, Mar\'ia and Tamarit, Ignacio and Antonioni, Alberto and Cuesta, Jose A. and Hern\'andez, Pen\'elope and S\'anchez, Angel},
title={Large scale and information effects on cooperation in public good games},
journal={Scientific Reports},
year={2019},
volume={9},
number={1},
pages={15023},
abstract={The problem of public good provision is central in economics and touches upon many challenging societal issues, ranging from climate change mitigation to vaccination schemes. However, results which are supposed to be applied to a societal scale have only been obtained with small groups of people, with a maximum group size of 100 being reported in the literature. This work takes this research to a new level by carrying out and analysing experiments on public good games with up to 1000 simultaneous players. The experiments are carried out via an online protocol involving daily decisions for extended periods. Our results show that within those limits, participants' behaviour and collective outcomes in very large groups are qualitatively like those in smaller ones. On the other hand, large groups imply the difficulty of conveying information on others' choices to the participants. We thus consider different information conditions and show that they have a drastic effect on subjects' contributions. We also classify the individual decisions and find that they can be described by a moderate number of types. Our findings allow to extend the conclusions of smaller experiments to larger settings and are therefore a relevant step forward towards the understanding of human behaviour and the organisation of our society.},
issn={2045-2322},
doi={10.1038/s41598-019-50964-w},
url={https://doi.org/10.1038/s41598-019-50964-w}
}
@article{doi:10.3828/hgr.2017.20,
author = {Zurro, Debora and Ahedo, Virginia and Pereda, María and Álvarez, Myrian and Briz i Godino, Ivan and Caro, Jorge and Santos, José Ignacio and Galán, José Manuel},
title = {Robustness assessment of the ‘cooperation under resource pressure’ (CURP) model},
journal = {Hunter Gatherer Research},
volume = {3},
number = {3},
pages = {401-428},
year = {2019},
doi = {10.3828/hgr.2017.20},
URL = {
https://doi.org/10.3828/hgr.2017.20
},
eprint = {
https://doi.org/10.3828/hgr.2017.20
}
,
abstract = { A well-known challenge in archaeological research is the exploration of the social mechanisms that hunter-gatherers may have implemented throughout history to deal with changes in resource availability. The agent-based model (ABM) ‘cooperation under resource pressure’ (CURP) was conceived to explore food stress episodes in societies lacking a food preservation technology. It was particularly aimed at understanding how cooperative behaviours in the form of food sharing practices emerge, increase and may become the prevailing strategy in relation to changes in resource availability and expectancy of reciprocity. CURP’s main outcome is the identification of three regimes of behaviour depending on the stress level. In this work, the model’s robustness to the original selection mechanism (random tournament) is assessed, as different dynamics can lead to different persistent regimes. For that purpose, three other selection mechanisms are implemented and evaluated, to identify the prevailing states of the system. Results show that the three regimes are robust irrespective of the analysed dynamics. We consequently examine in more detail the long-term archaeological implications that these results may have. }
}
@Article{Pereda2019,
author={Pereda, Mar\'ia and Capraro, Valerio and S\'anchez, Angel},
title={Group size effects and critical mass in public goods games},
journal={Scientific Reports},
year={2019},
volume={9},
number={1},
pages={5503},
abstract={Understanding whether the size of the interacting group has an effect on cooperative behavior has been a major topic of debate since the seminal works on cooperation in the 1960s. Half a century later, scholars have yet to reach a consensus, with some arguing that cooperation is harder in larger groups, while others that cooperation is easier in larger groups, and yet others that cooperation attains its maximum in intermediate size groups. Here we add to this field of work by reporting a two-treatment empirical study where subjects play a Public Goods Game with a Critical Mass, such that the return for full cooperation increases linearly for early contributions and then stabilizes after a critical mass is reached (the two treatments differ only on the critical mass). We choose this game for two reasons: it has been argued that it approximates real-life social dilemmas; previous work suggests that, in this case, group size might have an inverted-U effect on cooperation, where the pick of cooperation is reached around the critical mass. Our main innovation with respect to previous experiments is that we implement a within-subject design, such that the same subject plays in groups of different size (from 5 to 40 subjects). Groups are formed at random at every round and there is no feedback. This allows us to explore if and how subjects change their choice as a function of the size of the group. We report three main results, which partially contrast what has been suggested by previous work: in our setting (i) the critical mass has no effect on cooperation; (ii) group size has a positive effect on cooperation; (iii) the most chosen option (played by about 50\% of the subjects) is All Defection, followed by All Cooperation (about 10\% of the subjects), whereas the rest have a slight trend to switch preferentially from defection to cooperation as the group size increases.},
issn={2045-2322},
doi={10.1038/s41598-019-41988-3},
url={https://doi.org/10.1038/s41598-019-41988-3}
}
@article{DBLP:journals/pr/PeredaE19,
author= {Pereda, Mar\'ia
and Estrada, Ernesto},
title = {Visualization and machine learning analysis of complex networks in
hyperspherical space},
journal = {Pattern Recognit.},
volume = {86},
pages = {320--331},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.09.018},
doi = {10.1016/j.patcog.2018.09.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/PeredaE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@Article{Antonioni2018,
author={Antonioni, Alberto and Pereda, Mar\'ia and Cronin, Katherine A. and Tomassini, Marco and S\'anchez, Angel},
title={Collaborative hierarchy maintains cooperation in asymmetric games},
journal={Scientific Reports},
year={2018},
volume={8},
number={1},
pages={5375},
abstract={The interplay of social structure and cooperative behavior is under much scrutiny lately as behavior in social contexts becomes increasingly relevant for everyday life. Earlier experimental work showed that the existence of a social hierarchy, earned through competition, was detrimental for the evolution of cooperative behaviors. Here, we study the case in which individuals are ranked in a hierarchical structure based on their performance in a collective effort by having them play a Public Goods Game. In the first treatment, participants are ranked according to group earnings while, in the second treatment, their rankings are based on individual earnings. Subsequently, participants play asymmetric Prisoner's Dilemma games where higher-ranked players gain more than lower ones. Our experiments show that there are no detrimental effects of the hierarchy formed based on group performance, yet when ranking is assigned individually we observe a decrease in cooperation. Our results show that different levels of cooperation arise from the fact that subjects are interpreting rankings as a reputation which carries information about which subjects were cooperators in the previous phase. Our results demonstrate that noting the manner in which a hierarchy is established is essential for understanding its effects on cooperation.},
issn={2045-2322},
doi={10.1038/s41598-018-23681-z},
url={https://doi.org/10.1038/s41598-018-23681-z}
}
@Article{Pereda2017,
author={Pereda, Mar\'ia and Brañas-Garza, Pablo and Rodr\'iguez-Lara, Ismael and S\'anchez, Angel},
title={The emergence of altruism as a social norm},
journal={Scientific Reports},
year={2017},
volume={7},
number={1},
pages={9684},
abstract={Expectations, exerting influence through social norms, are a very strong candidate to explain how complex societies function. In the Dictator game (DG), people expect generous behavior from others even if they cannot enforce any sharing of the pie. Here we assume that people donate following their expectations, and that they update their expectations after playing a DG by reinforcement learning to construct a model that explains the main experimental results in the DG. Full agreement with the experimental results is reached when some degree of mismatch between expectations and donations is added into the model. These results are robust against the presence of envious agents, but affected if we introduce selfish agents that do not update their expectations. Our results point to social norms being on the basis of the generous behavior observed in the DG and also to the wide applicability of reinforcement learning to explain many strategic interactions.},
issn={2045-2322},
doi={10.1038/s41598-017-07712-9},
url={https://doi.org/10.1038/s41598-017-07712-9}
}
@Article{Pereda2017,
author={Pereda, Mar\'ia and Zurro, D\'ebora and Santos, Jos\'e I. and Briz i Godino, Ivan and \'Alvarez, Myrian and Caro, Jorge and Gal\'an, Jos\' M.},
title={Emergence and Evolution of Cooperation Under Resource Pressure},
journal={Scientific Reports},
year={2017},
volume={7},
number={1},
pages={45574},
abstract={We study the influence that resource availability has on cooperation in the context of hunter-gatherer societies. This paper proposes a model based on archaeological and ethnographic research on resource stress episodes, which exposes three different cooperative regimes according to the relationship between resource availability in the environment and population size. The most interesting regime represents moderate survival stress in which individuals coordinate in an evolutionary way to increase the probabilities of survival and reduce the risk of failing to meet the minimum needs for survival. Populations self-organise in an indirect reciprocity system in which the norm that emerges is to share the part of the resource that is not strictly necessary for survival, thereby collectively lowering the chances of starving. Our findings shed further light on the emergence and evolution of cooperation in hunter-gatherer societies.},
issn={2045-2322},
doi={10.1038/srep45574},
url={https://doi.org/10.1038/srep45574}
}
@article{DBLP:journals/games/PeredaV17,
author = {Pereda, Mar\'ia and Vilone, Daniele},
title = {Social Pressure and Environmental Effects on Networks: {A} Path to
Cooperation},
journal = {Games},
volume = {8},
number = {1},
pages = {7},
year = {2017},
url = {https://doi.org/10.3390/g8010007},
doi = {10.3390/g8010007},
timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/games/PeredaV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{PhysRevE.94.032314,
title = {Evolution of cooperation under social pressure in multiplex networks},
author = {Pereda, Mar\'ia},
journal = {Phys. Rev. E},
volume = {94},
issue = {3},
pages = {032314},
numpages = {6},
year = {2016},
month = {Sep},
publisher = {American Physical Society},
doi = {10.1103/PhysRevE.94.032314},
url = {https://link.aps.org/doi/10.1103/PhysRevE.94.032314}
}
@article{ACEBES20151597,
title = "Stochastic earned value analysis using Monte Carlo simulation and statistical learning techniques",
journal = "International Journal of Project Management",
volume = "33",
number = "7",
pages = "1597 - 1609",
year = "2015",
issn = "0263-7863",
doi = "https://doi.org/10.1016/j.ijproman.2015.06.012",
url = "http://www.sciencedirect.com/science/article/pii/S0263786315001106",
author = {Acebes, Fernando and Pereda, María and Poza, David and Pajares, Javier and Galán,Jos\'e' Manuel},
keywords = "Project Management, Earned Value Management, Project control, Monte Carlo simulation, Project risk management, Statistical learning, Anomaly Detection",
abstract = "The aim of this paper is to describe a new integrated methodology for project control under uncertainty. This proposal is based on Earned Value Methodology and risk analysis and presents several refinements to previous methodologies. More specifically, the approach uses extensive Monte Carlo simulation to obtain information about the expected behavior of the project. This dataset is exploited in several ways using different statistical learning methodologies in a structured fashion. Initially, simulations are used to detect if project deviations are a consequence of the expected variability using Anomaly Detection algorithms. If the project follows this expected variability, probabilities of success in cost and time and expected cost and total duration of the project can be estimated using classification and regression approaches."
}
@article{Pereda2015304,
title = "Modelado Basado en Agentes: un Enfoque desde la Ingeniería de Sistemas ",
journal = "Revista Iberoamericana de Automática e Informática Industrial {RIAI} ",
volume = "12",
number = "3",
pages = "304 - 312",
year = "2015",
note = "",
issn = "1697-7912",
doi = "http://dx.doi.org/10.1016/j.riai.2015.02.007",
url = "http://www.sciencedirect.com/science/article/pii/S169779121500031X",
author = Pereda, Mar\'ia and Zamarreño, Jesús M. ,
keywords = "Agentes",
keywords = "Modelado dinámico",
keywords = "Ingeniería de sistemas",
keywords = "Espacio de estados",
keywords = "Representaciones conceptuales.",
keywords = "Agents",
keywords = "Dynamic modelling",
keywords = "Systems engineering",
keywords = "State space",
keywords = "Conceptual representations. ",
abstract = "[Resumen El modelado basado en agentes (ABM, Agent Based Modeling) es una técnica de modelado que está siendo explotada con gran éxito en áreas como la ecología, ciencias sociales, economía, etc. Sin embargo, su uso como técnica de modelado en el campo de la Automática es más bien testimonial. En este artículo mostramos cómo se puede abordar el modelado basado en agentes desde el punto de vista de la Ingeniería de Sistemas y Automática y las particularidades que tiene como herramienta de modelado. Asimismo, proponemos una descripción matemática de los modelos basados en agentes que ilustramos con un par de ejemplos. , Abstract Agent-Based Modelling (ABM) is a modelling technique with great success in fields like ecology, social sciences, economy, etc. However, it is not so widespread in the Automatic field. In this paper, we present how to deal with \{ABM\} from the point of view of the System Engineering and Automatic Control field and the specific issues to take into account as modelling technique. Besides, we propose a mathematical description that is illustrated through two simple examples. ] "
}
@incollection{pereda2015quality,
title={Quality Uncertainty and Market Failure: An Interactive Model to Conduct Classroom Experiments},
author={Pereda, Mar\'ia and Poza, David and Santos, Jos{\'e} I and Gal{\'a}n, Jos{\'e} M},
booktitle={International Joint Conference},
pages={549--557},
year={2015},
publisher={Springer International Publishing}
}
@article{doi:10.1179/1362171815Y.0000000052,
author = {Pereda, M and Santos, J. I. and Martín, O. and Galán, J. M. },
title = {Direct quality prediction in resistance spot welding process: Sensitivity, specificity and predictive accuracy comparative analysis},
journal = {Science and Technology of Welding and Joining},
volume = {20},
number = {8},
pages = {679-685},
year = {2015},
publisher = {Taylor & Francis},
doi = {10.1179/1362171815Y.0000000052},
URL = {
https://doi.org/10.1179/1362171815Y.0000000052
},
eprint = {
https://doi.org/10.1179/1362171815Y.0000000052
}
}
@article{10.1371/journal.pone.0121888,
author = {Santos, Jos\'e Ignacio and Pereda, María and Zurro, D\'ebora and \'Alvarez, Myrian and Caro, Jorge and Gal\'an, Jos\'e Manuel and Briz i Godino, Ivan},
journal = {PLOS ONE},
publisher = {Public Library of Science},
title = {Effect of Resource Spatial Correlation and Hunter-Fisher-Gatherer Mobility on Social Cooperation in Tierra del Fuego},
year = {2015},
month = {04},
volume = {10},
url = {https://doi.org/10.1371/journal.pone.0121888},
pages = {1-29},
abstract = {This article presents an agent-based model designed to explore the development of cooperation in hunter-fisher-gatherer societies that face a dilemma of sharing an unpredictable resource that is randomly distributed in space. The model is a stylised abstraction of the Yamana society, which inhabited the channels and islands of the southernmost part of Tierra del Fuego (Argentina-Chile). According to ethnographic sources, the Yamana developed cooperative behaviour supported by an indirect reciprocity mechanism: whenever someone found an extraordinary confluence of resources, such as a beached whale, they would use smoke signals to announce their find, bringing people together to share food and exchange different types of social capital. The model provides insight on how the spatial concentration of beachings and agents’ movements in the space can influence cooperation. We conclude that the emergence of informal and dynamic communities that operate as a vigilance network preserves cooperation and makes defection very costly.},
number = {4},
doi = {10.1371/journal.pone.0121888}
}
@article{MARTIN20142478,
title = "Assessment of resistance spot welding quality based on ultrasonic testing and tree-based techniques",
journal = "Journal of Materials Processing Technology",
volume = "214",
number = "11",
pages = "2478 - 2487",
year = "2014",
issn = "0924-0136",
doi = "https://doi.org/10.1016/j.jmatprotec.2014.05.021",
url = "http://www.sciencedirect.com/science/article/pii/S0924013614001964",
author = {Martín, \'Oscar and Pereda, Mar\'ia and Santos, Jos\'e Ignacio and Gal\'an, Jos\'e Manuel},
keywords = "Resistance spot welding, Non-destructive ultrasonic testing, Random forest technique, CART trees, Classification, Quality control",
abstract = "Classification and regression tree (CART) and random forest techniques were proposed as pattern recognition tools for classification of ultrasonic oscillograms of resistance spot welding (RSW) joints. The results showed that CART models produced an acceptable error rate with high interpretability. These features may be used to understand and control the decision processes, instruct other human operators, compare margins of safety or modify them depending on the criticality of the industrial process. Compared with CART trees, random forests reduced the error rate at the cost of decreasing decision interpretability. The use of the agreement of the forest was proposed as a measure to reduce the workload of human operators, who would only have to focus on the analysis of ultrasonic oscillograms that are difficult to interpret."
}
@inproceedings{DBLP:conf/dcai/PeredaC12,
author = Pereda, Mar\'ia and Zamarreño, Jesús M.,
editor = {Sigeru Omatu and
Juan F. De Paz Santana and
Sara Rodr{\'{\i}}guez{-}Gonz{\'{a}}lez and
Jos{\'{e}} M. Molina and
Ana M. Bernardos and
Juan M. Corchado Rodr{\'{\i}}guez},
title = {An {OOP} Agent-Based Model for the Activated Studge Process Using
{MATLAB}},
booktitle = {Distributed Computing and Artificial Intelligence - 9th International
Conference, {DCAI} 2012, Salamanca, Spain, 28-30th March, 2012},
series = {Advances in Intelligent and Soft Computing},
volume = {151},
pages = {241--248},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28765-7\_28},
doi = {10.1007/978-3-642-28765-7\_28},
timestamp = {Thu, 07 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcai/PeredaC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@conference{AMOAASPIABR,
author = Pereda, Mar\'ia and Zamarreño, Jesús M.,
address = "Corfu (Grecia)",
booktitle = "19th Mediterranean Conference on Control {\&} Automation (MED), 2011",
day = "we",
doi = "10.1109/MED.2011.5983027",
extra = "cdrom",
isbn = "978-1-4577-0124-5",
month = "20-23 June 2011",
pages = "1128 - 1133",
title = "{A}gent-{B}ased {M}odeling of an {A}ctivated {S}ludge {P}rocess in a {B}atch {R}eactor",
year = "2011",
}