2024
|
| 1. | Cejudo, Jorge Gutiérrez Gutiérrez; Andrés, Francisco Enguix Enguix; Lujak, Marin; Casamayor, Carlos Carrascosa Carrascosa; Fernandez, Alberto; López, Luís Hernández Hernández Towards Agrirobot Digital Twins: Agri-RO5— A Multi-Agent Architecture for Dynamic Fleet Simulation Journal Article In: Electronics, vol. 13, no. 1, pp. 1–20, 2024, ISSN: 2079-9292. @article{Guti_rrez_Cejudo_2023,
title = {Towards Agrirobot Digital Twins: Agri-RO5— A Multi-Agent Architecture for Dynamic Fleet Simulation},
author = {Jorge Gutiérrez Gutiérrez Cejudo and Francisco Enguix Enguix Andrés and Marin Lujak and Carlos Carrascosa Carrascosa Casamayor and Alberto Fernandez and Luís Hernández Hernández López},
url = {http://dx.doi.org/10.3390/electronics13010080},
doi = {10.3390/electronics13010080},
issn = {2079-9292},
year = {2024},
date = {2024-01-01},
journal = {Electronics},
volume = {13},
number = {1},
pages = {1--20},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 2. | Karanik, Marcelo; Bernabé-Sánchez, Iván; Fernández, Alberto Ontological Modeling and Clustering Techniques for Service Allocation on the Edge: A Comprehensive Framework Journal Article In: Electronics, vol. 13, no. 3, 2024, ISSN: 2079-9292. @article{Karanik2024electronics,
title = {Ontological Modeling and Clustering Techniques for Service Allocation on the Edge: A Comprehensive Framework},
author = {Marcelo Karanik and Iván Bernabé-Sánchez and Alberto Fernández},
url = {https://www.mdpi.com/2079-9292/13/3/477},
doi = {10.3390/electronics13030477},
issn = {2079-9292},
year = {2024},
date = {2024-01-01},
journal = {Electronics},
volume = {13},
number = {3},
abstract = {Nowadays, we are in a world of large amounts of heterogeneous devices with varying computational resources, ranging from small devices to large supercomputers, located on the cloud, edge or other abstraction layers in between. At the same time, software tasks need to be performed. They have specific computational or other types of requirements and must also be executed at a particular physical location. Moreover, both services and devices may change dynamically. In this context, methods are needed to effectively schedule efficient allocations of services to computational resources. In this article, we present a framework to address this problem. Our proposal first uses knowledge graphs for describing software requirements and the availability of resources for services and computing nodes, respectively. To this end, we proposed an ontology that extends our previous work. Then, we proposed a hierarchical filtering approach to decide the best allocation of services to computational nodes. We carried out simulations to evaluate four different clustering strategies. The results showed different performances in terms of the number of allocated services and node overload.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Nowadays, we are in a world of large amounts of heterogeneous devices with varying computational resources, ranging from small devices to large supercomputers, located on the cloud, edge or other abstraction layers in between. At the same time, software tasks need to be performed. They have specific computational or other types of requirements and must also be executed at a particular physical location. Moreover, both services and devices may change dynamically. In this context, methods are needed to effectively schedule efficient allocations of services to computational resources. In this article, we present a framework to address this problem. Our proposal first uses knowledge graphs for describing software requirements and the availability of resources for services and computing nodes, respectively. To this end, we proposed an ontology that extends our previous work. Then, we proposed a hierarchical filtering approach to decide the best allocation of services to computational nodes. We carried out simulations to evaluate four different clustering strategies. The results showed different performances in terms of the number of allocated services and node overload. |
2023
|
| 3. | Bernabé-Sánchez, Iván; Fernández, Alberto; Billhardt, Holger; Ossowski, Sascha Problem Detection in the Edge of IoT Applications Journal Article In: International Journal of Interactive Multimedia and Artificial Intelligence, vol. 8, no. 3, pp. 85-97, 2023, ISSN: 1989-1660. @article{Bernabe2023IJIMAI,
title = {Problem Detection in the Edge of IoT Applications},
author = {Iván Bernabé-Sánchez and Alberto Fernández and Holger Billhardt and Sascha Ossowski},
url = {https://www.ijimai.org/journal/sites/default/files/2023-08/ijimai8_3_8_0.pdf},
doi = {10.9781/ijimai.2023.07.007},
issn = {1989-1660},
year = {2023},
date = {2023-09-01},
urldate = {2023-09-01},
journal = {International Journal of Interactive Multimedia and Artificial Intelligence},
volume = {8},
number = {3},
pages = {85-97},
chapter = {85},
abstract = {Due to technological advances, Internet of Things (IoT) systems are becoming increasingly complex. They are characterized by being multi-device and geographically distributed, which increases the possibility of errors of different types. In such systems, errors can occur anywhere at any time and fault tolerance becomes an essential characteristic to make them robust and reliable. This paper presents a framework to manage and detect errors and malfunctions of the devices that compose an IoT system. The proposed solution approach takes into account both, simple devices such as sensors or actuators, as well as computationally intensive devices which are distributed geographically. It uses knowledge graphs to model the devices, the system’s topology, the software deployed on each device and the relationships between the different elements. The proposed framework retrieves information from log messages and processes this information automatically to detect anomalous situations or malfunctions that may affect the IoT system. This work also presents the ECO ontology to organize the IoT system information.},
keywords = {Complex Event Processing, Intelligent Agents, Internet of things, ontologies},
pubstate = {published},
tppubtype = {article}
}
Due to technological advances, Internet of Things (IoT) systems are becoming increasingly complex. They are characterized by being multi-device and geographically distributed, which increases the possibility of errors of different types. In such systems, errors can occur anywhere at any time and fault tolerance becomes an essential characteristic to make them robust and reliable. This paper presents a framework to manage and detect errors and malfunctions of the devices that compose an IoT system. The proposed solution approach takes into account both, simple devices such as sensors or actuators, as well as computationally intensive devices which are distributed geographically. It uses knowledge graphs to model the devices, the system’s topology, the software deployed on each device and the relationships between the different elements. The proposed framework retrieves information from log messages and processes this information automatically to detect anomalous situations or malfunctions that may affect the IoT system. This work also presents the ECO ontology to organize the IoT system information. |
| 4. | Khalid, Qasim; Fernandez, Alberto; Lujak, Marin; Doniec, Arnaud SBEO: Smart Building Evacuation Ontology Journal Article In: Computer Science and Information Systems, vol. 20, iss. 1, pp. 51–76, 2023. @article{Khalid_2023,
title = {SBEO: Smart Building Evacuation Ontology},
author = {Qasim Khalid and Alberto Fernandez and Marin Lujak and Arnaud Doniec},
url = {https://doi.org/10.2298/CSIS220118046K},
doi = {10.2298/csis220118046k},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
journal = {Computer Science and Information Systems},
volume = {20},
issue = {1},
pages = {51--76},
publisher = {National Library of Serbia},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 5. | Karanik, Marcelo; Bernabé-Sánchez, Iván; Fernández, Alberto Edge Service Allocation Based on Clustering Techniques Proceedings Article In: Ossa, Luis Fernando Castillo; Isaza, Gustavo; Cardona, Óscar; Castrillón, Omar Danilo; Rodriguez, Juan Manuel Corchado; la Prieta Pintado, Fernando De (Ed.): Trends in Sustainable Smart Cities and Territories, pp. 429–441, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-36957-5. @inproceedings{Karanik2023SSCt,
title = {Edge Service Allocation Based on Clustering Techniques},
author = {Marcelo Karanik and Iván Bernabé-Sánchez and Alberto Fernández},
editor = {Luis Fernando Castillo Ossa and Gustavo Isaza and Óscar Cardona and Omar Danilo Castrillón and Juan Manuel Corchado Rodriguez and Fernando De la Prieta Pintado},
doi = {10.1007/978-3-031-36957-5_37},
isbn = {978-3-031-36957-5},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {Trends in Sustainable Smart Cities and Territories},
pages = {429–441},
publisher = {Springer Nature Switzerland},
address = {Cham},
abstract = {The expansion of the Internet of Things is leading to the emergence of new IoT environments where devices not only act as sensors or actuators but also provide computing, storage and network resources. These resources are close to the local network and have a great potential to deploy IoT services, this is called fog computing. One of the challenges in this context is deciding the allocation of services to suitable computing nodes where they can run. In this paper, we propose a clustering-based method to allocate services to computing nodes along edge-cloud computing environments considering both functional and computational capacities. Additionally, the proposed framework is explained and an experimental example is used to test four clustering strategies. The results show that the proposed clustering approach is an efficient method for service allocation to computing nodes and depending on the selected strategy different workload distributions are obtained. Finally, we present some considerations about the proposed model.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
The expansion of the Internet of Things is leading to the emergence of new IoT environments where devices not only act as sensors or actuators but also provide computing, storage and network resources. These resources are close to the local network and have a great potential to deploy IoT services, this is called fog computing. One of the challenges in this context is deciding the allocation of services to suitable computing nodes where they can run. In this paper, we propose a clustering-based method to allocate services to computing nodes along edge-cloud computing environments considering both functional and computational capacities. Additionally, the proposed framework is explained and an experimental example is used to test four clustering strategies. The results show that the proposed clustering approach is an efficient method for service allocation to computing nodes and depending on the selected strategy different workload distributions are obtained. Finally, we present some considerations about the proposed model. |
| 6. | Lujak, Marin; Salvatore, Alessio; Fernández, Alberto; Giordani, Stefano; Cousy, Kendal How to fairly and efficiently assign tasks in individually rational agents’ coalitions? Models and fairness measures Journal Article In: Computer Science and Information Systems, no. 00, pp. 75–75, 2023, ISSN: 2406-1018. @article{Lujak_2023,
title = {How to fairly and efficiently assign tasks in individually rational agents’ coalitions? Models and fairness measures},
author = {Marin Lujak and Alessio Salvatore and Alberto Fernández and Stefano Giordani and Kendal Cousy},
url = {http://dx.doi.org/10.2298/csis230119075l},
doi = {10.2298/csis230119075l},
issn = {2406-1018},
year = {2023},
date = {2023-01-01},
journal = {Computer Science and Information Systems},
number = {00},
pages = {75–75},
publisher = {National Library of Serbia},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 7. | Gutiérrez-Cejudo, Jorge; Lujak, Marin; Fernández, Alberto Agrobots Architecture and Agrobots-Sim Simulator for Dynamic Agri-Robot Coordination Book Chapter In: Communications in Computer and Information Science, pp. 5–17, Springer Nature Switzerland, 2023, ISSN: 1865-0937. @inbook{Guti_rrez_Cejudo_2023b,
title = {Agrobots Architecture and Agrobots-Sim Simulator for Dynamic Agri-Robot Coordination},
author = {Jorge Gutiérrez-Cejudo and Marin Lujak and Alberto Fernández},
url = {http://dx.doi.org/10.1007/978-3-031-37593-4_1},
doi = {10.1007/978-3-031-37593-4_1},
issn = {1865-0937},
year = {2023},
date = {2023-01-01},
booktitle = {Communications in Computer and Information Science},
pages = {5–17},
publisher = {Springer Nature Switzerland},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
2022
|
| 8. | Billhardt, Holger; Santos, José-Antonio; Fernández, Alberto; Moreno, Mar; Ossowski, Sascha; Rodríguez, José A. Streamlining advanced taxi assignment strategies based on legal analysis Journal Article In: Neurocomputing, vol. 483, pp. 386-397, 2022. @article{Billhardt_2021b,
title = {Streamlining advanced taxi assignment strategies based on legal analysis},
author = {Holger Billhardt and José-Antonio Santos and Alberto Fernández and Mar Moreno and Sascha Ossowski and José A. Rodríguez},
doi = {10.1016/j.neucom.2021.10.085},
year = {2022},
date = {2022-04-28},
urldate = {2021-11-01},
journal = {Neurocomputing},
volume = {483},
pages = {386-397},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 9. | Billhardt, Holger; Fernández, Alberto; Martí, Pasqual; Tejedor, Javier Prieto; Ossowski, Sascha Towards the Prioritised Use of Transportation Infrastructures: The Case of Vehicle-Specific Dynamic Access Restrictions in City Centres Journal Article In: Electronics, vol. 11, no. 4, 2022, ISSN: 2079-9292. @article{electronics11040576,
title = {Towards the Prioritised Use of Transportation Infrastructures: The Case of Vehicle-Specific Dynamic Access Restrictions in City Centres},
author = {Holger Billhardt and Alberto Fernández and Pasqual Martí and Javier Prieto Tejedor and Sascha Ossowski},
url = {https://www.mdpi.com/2079-9292/11/4/576},
doi = {10.3390/electronics11040576},
issn = {2079-9292},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {Electronics},
volume = {11},
number = {4},
abstract = {One of the main problems that local authorities of large cities have to face is the regulation of urban mobility. They need to provide the means to allow for the efficient movement of people and distribution of goods. However, the provisioning of transportation services needs to take into account general global objectives, like reducing emissions and having more healthy living environments, which may not always be aligned with individual interests. Urban mobility is usually provided through a transport infrastructure that includes all the elements that support mobility. On many occasions, the capacity of the elements of this infrastructure is lower than the actual demand and thus different transportation activities compete for their use. In this paper, we argue that scarce transport infrastructure elements should be assigned dynamically and in a prioritised manner to transport activities that have a higher utility from the point of view of society; for example, activities that produce less pollution and provide more value to society. In this paper, we define a general model for prioritizing the use of a particular type of transportation infrastructure element called time-unlimited elements, whose usage time is unknown a priori, and illustrate its dynamics through two use cases: vehicle-specific dynamic access restriction in city centres (i) based on the usage levels of available parking spaces and (ii) to assure sustained admissible air quality levels in the city centre. We carry out several experiments using the SUMO traffic simulation tool to evaluate our proposal.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
One of the main problems that local authorities of large cities have to face is the regulation of urban mobility. They need to provide the means to allow for the efficient movement of people and distribution of goods. However, the provisioning of transportation services needs to take into account general global objectives, like reducing emissions and having more healthy living environments, which may not always be aligned with individual interests. Urban mobility is usually provided through a transport infrastructure that includes all the elements that support mobility. On many occasions, the capacity of the elements of this infrastructure is lower than the actual demand and thus different transportation activities compete for their use. In this paper, we argue that scarce transport infrastructure elements should be assigned dynamically and in a prioritised manner to transport activities that have a higher utility from the point of view of society; for example, activities that produce less pollution and provide more value to society. In this paper, we define a general model for prioritizing the use of a particular type of transportation infrastructure element called time-unlimited elements, whose usage time is unknown a priori, and illustrate its dynamics through two use cases: vehicle-specific dynamic access restriction in city centres (i) based on the usage levels of available parking spaces and (ii) to assure sustained admissible air quality levels in the city centre. We carry out several experiments using the SUMO traffic simulation tool to evaluate our proposal. |
| 10. | Haz, Lidice; Rodríguez-García, Miguel; Fernández, Alberto Detecting Narcissist Dark Triad Psychological Traits from Twitter Conference Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,, INSTICC SciTePress, 2022, ISBN: 978-989-758-547-0. @conference{icaart22,
title = {Detecting Narcissist Dark Triad Psychological Traits from Twitter},
author = {Lidice Haz and Miguel Rodríguez-García and Alberto Fernández},
doi = {10.5220/0010839100003116},
isbn = {978-989-758-547-0},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
pages = {313-322},
publisher = {SciTePress},
organization = {INSTICC},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 11. | Bruns, Ralf; Dötterl, Jeremias; Dunkel, Jürgen; Ossowski, Sascha A Collaborative Approach to Mobile Crowdsourcing Based on Data Stream
Learning Proceedings Article In: González-Briones, Alfonso; Almeida, Ana; Fernández, Alberto; Bolock, Alia El; Durães, Dalila; Jordán, Jaume; Lopes, Fernando (Ed.): Highlights in Practical Applications of Agents, Multi-Agent Systems,
and Complex Systems Simulation. The PAAMS Collection - International
Workshops of PAAMS 2022, LÁquila, Italy, July 13-15, 2022, Proceedings, pp. 83–94, Springer, 2022. @inproceedings{DBLP:conf/paams/BrunsDDO22,
title = {A Collaborative Approach to Mobile Crowdsourcing Based on Data Stream
Learning},
author = {Ralf Bruns and Jeremias Dötterl and Jürgen Dunkel and Sascha Ossowski},
editor = {Alfonso González-Briones and Ana Almeida and Alberto Fernández and Alia El Bolock and Dalila Durães and Jaume Jordán and Fernando Lopes},
url = {https://doi.org/10.1007/978-3-031-18697-4_7},
doi = {10.1007/978-3-031-18697-4_7},
year = {2022},
date = {2022-01-01},
booktitle = {Highlights in Practical Applications of Agents, Multi-Agent Systems,
and Complex Systems Simulation. The PAAMS Collection - International
Workshops of PAAMS 2022, LÁquila, Italy, July 13-15, 2022, Proceedings},
volume = {1678},
pages = {83--94},
publisher = {Springer},
series = {Communications in Computer and Information Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 12. | Bernabé, Iván; Fernández, Alberto; Billhardt, Holger; Ossowski, Sascha Towards Semantic Modelling of the Edge-Cloud Continuum Proceedings Article In: González-Briones, Alfonso; Almeida, Ana; Fernández, Alberto; Bolock, Alia El; Durães, Dalila; Jordán, Jaume; Lopes, Fernando (Ed.): Highlights in Practical Applications of Agents, Multi-Agent Systems,
and Complex Systems Simulation. The PAAMS Collection - International
Workshops of PAAMS 2022, LÁquila, Italy, July 13-15, 2022, Proceedings, pp. 71–82, Springer, 2022. @inproceedings{DBLP:conf/paams/Bernabe0BO22,
title = {Towards Semantic Modelling of the Edge-Cloud Continuum},
author = {Iván Bernabé and Alberto Fernández and Holger Billhardt and Sascha Ossowski},
editor = {Alfonso González-Briones and Ana Almeida and Alberto Fernández and Alia El Bolock and Dalila Durães and Jaume Jordán and Fernando Lopes},
url = {https://doi.org/10.1007/978-3-031-18697-4_6},
doi = {10.1007/978-3-031-18697-4_6},
year = {2022},
date = {2022-01-01},
booktitle = {Highlights in Practical Applications of Agents, Multi-Agent Systems,
and Complex Systems Simulation. The PAAMS Collection - International
Workshops of PAAMS 2022, LÁquila, Italy, July 13-15, 2022, Proceedings},
volume = {1678},
pages = {71--82},
publisher = {Springer},
series = {Communications in Computer and Information Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 13. | Cousy, Kendal; Lujak, Marin; Salvatore, Alessio; Fernández, Alberto; Giordani, Stefano On Balancing Fairness and Efficiency of Task Assignment in Agent Societies Proceedings Article In: González-Briones, Alfonso; Almeida, Ana; Fernandez, Alberto; Bolock, Alia El; aes, Dalila Dur; Jordán, Jaume; Lopes, Fernando (Ed.): Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, pp. 95–107, Springer International Publishing, Cham, 2022. @inproceedings{10.1007/978-3-031-18697-4_8,
title = {On Balancing Fairness and Efficiency of Task Assignment in Agent Societies},
author = {Kendal Cousy and Marin Lujak and Alessio Salvatore and Alberto Fernández and Stefano Giordani},
editor = {Alfonso González-Briones and Ana Almeida and Alberto Fernandez and Alia El Bolock and Dalila Dur aes and Jaume Jordán and Fernando Lopes},
doi = {10.1007/978-3-031-18697-4_8},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection},
pages = {95--107},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 14. | Fernández-Martinez, Carmen; Fernández, Alberto HR machine learning on audio and video data Book Chapter In: Handbook of Research on Artificial Intelligence in Human Resource Management, pp. 68-88, Edward Elgar Publishing, Cheltenham, UK, 2022, ISBN: 9781839107528. @inbook{HRmachinelearningonaudioandvideodata,
title = {HR machine learning on audio and video data},
author = {Carmen Fernández-Martinez and Alberto Fernández},
url = {https://www.elgaronline.com/view/edcoll/9781839107528/9781839107528.00013.xml},
isbn = {9781839107528},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Handbook of Research on Artificial Intelligence in Human Resource Management},
pages = {68-88},
publisher = {Edward Elgar Publishing},
address = {Cheltenham, UK},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
2021
|
| 15. | Billhardt, Holger; Fernández, Alberto; Ossowski, Sascha Smart Recommendations for Renting Bikes in Bike-Sharing Systems Journal Article In: Applied Sciences, vol. 11, no. 20, pp. 25, 2021, ISSN: 2076-3417. @article{nokey,
title = {Smart Recommendations for Renting Bikes in Bike-Sharing Systems},
author = {Holger Billhardt and Alberto Fernández and Sascha Ossowski},
doi = {10.3390/app11209654},
issn = {2076-3417},
year = {2021},
date = {2021-10-16},
urldate = {2021-10-16},
journal = {Applied Sciences},
volume = {11},
number = {20},
pages = {25},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 16. | Fernández-Martínez, Carmen; Losada, Isidoro Hernán; Fernández, Alberto Early Introduction of AI in Spanish Middle Schools. A Motivational Study Journal Article In: KI - Künstliche Intelligenz, vol. 35, no. 2, pp. 163-170, 2021, ISSN: 0933-1875. @article{Fern_ndez_Mart_nez_2021,
title = {Early Introduction of AI in Spanish Middle Schools. A Motivational Study},
author = {Carmen Fernández-Martínez and Isidoro Hernán Losada and Alberto Fernández},
url = {https://doi.org/10.1007%2Fs13218-021-00735-5},
doi = {10.1007/s13218-021-00735-5},
issn = {0933-1875},
year = {2021},
date = {2021-08-01},
journal = {KI - Künstliche Intelligenz},
volume = {35},
number = {2},
pages = {163-170},
publisher = {Springer Science and Business Media LLC},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 17. | Alizadehsani, Zakieh; Gomez, Enrique Goyenechea; Ghaemi, Hadi; González, Sara Rodríguez; Jordan, Jaume; Fernández, Alberto; Pérez-Lancho, Belén Modern Integrated Development Environment (IDEs) Book Section In: J.M., Corchado; S., Trabelsi (Ed.): Sustainable Smart Cities and Territories, pp. 274–288, Springer International Publishing, 2021, ISBN: 978-3-030-78900-8. @incollection{Alizadehsani_2021,
title = {Modern Integrated Development Environment (IDEs)},
author = {Zakieh Alizadehsani and Enrique Goyenechea Gomez and Hadi Ghaemi and Sara Rodríguez González and Jaume Jordan and Alberto Fernández and Belén Pérez-Lancho},
editor = {Corchado J.M. and Trabelsi S.},
url = {https://doi.org/10.1007%2F978-3-030-78901-5_24},
doi = {10.1007/978-3-030-78901-5_24},
isbn = {978-3-030-78900-8},
year = {2021},
date = {2021-07-01},
booktitle = {Sustainable Smart Cities and Territories},
pages = {274--288},
publisher = {Springer International Publishing},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
| 18. | Billhardt, Holger; Fernández, Alberto; Gómez-Gálvez, Sandra; Martí, Pasqual; Tejedor, Javier Prieto; Ossowski, Sascha Reducing Emissions Prioritising Transport Utility Book Section In: J.M., Corchado; S., Trabelsi (Ed.): Sustainable Smart Cities and Territories, pp. 300–311, Springer International Publishing, 2021, ISBN: 978-3-030-78900-8. @incollection{Billhardt_2021,
title = {Reducing Emissions Prioritising Transport Utility},
author = {Holger Billhardt and Alberto Fernández and Sandra Gómez-Gálvez and Pasqual Martí and Javier Prieto Tejedor and Sascha Ossowski},
editor = {Corchado J.M. and Trabelsi S. },
url = {https://doi.org/10.1007%2F978-3-030-78901-5_26},
doi = {10.1007/978-3-030-78901-5_26},
isbn = {978-3-030-78900-8},
year = {2021},
date = {2021-07-01},
booktitle = {Sustainable Smart Cities and Territories},
pages = {300--311},
publisher = {Springer International Publishing},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
| 19. | Lujak, Marin; Fernández, Alberto; Onaindia, Eva Spillover Algorithm: A decentralised coordination approach for multi-robot production planning in open shared factories Journal Article In: Robotics and Computer-Integrated Manufacturing, vol. 70, pp. 102110, 2021, ISSN: 0736-5845. @article{LUJAK2021102110,
title = {Spillover Algorithm: A decentralised coordination approach for multi-robot production planning in open shared factories},
author = {Marin Lujak and Alberto Fernández and Eva Onaindia},
url = {http://www.sciencedirect.com/science/article/pii/S0736584520303203},
doi = {https://doi.org/10.1016/j.rcim.2020.102110},
issn = {0736-5845},
year = {2021},
date = {2021-01-01},
journal = {Robotics and Computer-Integrated Manufacturing},
volume = {70},
pages = {102110},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
| 20. | Orozco, Walter; Rodríguez-García, Miguel Ángel; Fernández, Alberto Estimating Expected Student Academic Performance Proceedings Article In: Herrero, Álvaro; Cambra, Carlos; Urda, Daniel; Sedano, Javier; Quintián, Héctor; Corchado, Emilio (Ed.): The 11th International Conference on EUropean Transnational Educational (ICEUTE 2020), pp. 121–131, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-57799-5. @inproceedings{10.1007/978-3-030-57799-5_13,
title = {Estimating Expected Student Academic Performance},
author = {Walter Orozco and Miguel Ángel Rodríguez-García and Alberto Fernández},
editor = {Álvaro Herrero and Carlos Cambra and Daniel Urda and Javier Sedano and Héctor Quintián and Emilio Corchado},
doi = {10.1007/978-3-030-57799-5_13},
isbn = {978-3-030-57799-5},
year = {2020},
date = {2020-09-01},
booktitle = {The 11th International Conference on EUropean Transnational Educational (ICEUTE 2020)},
pages = {121--131},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {In recent decades, society has a primary need for improving education systems. Predicting the performance of students has become a reference topic very analyzed by the research community. Currently, there are several cutting-edge technologies that make very easy to collect educational data in institutional systems due to the new information management systems where almost everything is digitalized. The analysis of this information offers unique opportunities that have a direct impact on students, instructors and academic institutions programs. Concretely, we propose a modular system to evaluate teaching performance by considering several primary factors related to students learning process. In this work, we present the first module, a statistical model that aims at obtaining the expected student's achievements in a particular course. We first analyzed students' performance primary factors on Higher Education Systems. To identify these factors, we have conducted a literature review. Then, we examine three different techniques to build the prediction model: Multiple Linear Regression (MLR), Support Vector Machine (SVM) and Artificial Neural Networks (ANN). To select the suitable technique, we carried out a variety of experiments by using a real dataset from University of Santa Elena (Ecuador). The achieved experiments revealed promising results.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
In recent decades, society has a primary need for improving education systems. Predicting the performance of students has become a reference topic very analyzed by the research community. Currently, there are several cutting-edge technologies that make very easy to collect educational data in institutional systems due to the new information management systems where almost everything is digitalized. The analysis of this information offers unique opportunities that have a direct impact on students, instructors and academic institutions programs. Concretely, we propose a modular system to evaluate teaching performance by considering several primary factors related to students learning process. In this work, we present the first module, a statistical model that aims at obtaining the expected student's achievements in a particular course. We first analyzed students' performance primary factors on Higher Education Systems. To identify these factors, we have conducted a literature review. Then, we examine three different techniques to build the prediction model: Multiple Linear Regression (MLR), Support Vector Machine (SVM) and Artificial Neural Networks (ANN). To select the suitable technique, we carried out a variety of experiments by using a real dataset from University of Santa Elena (Ecuador). The achieved experiments revealed promising results. |
| 21. | Billhardt, Holger; Santos, José-Antonio; Fernández, Alberto; Moreno-Rebato, Mar; Ossowski, Sascha; Rodríguez-García, José A Legal Implications of Novel Taxi Assignment Strategies Proceedings Article In: F., De La Prieta (Ed.): Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness. The PAAMS Collection, pp. 361–372, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-51999-5. @inproceedings{10.1007/978-3-030-51999-5_30,
title = {Legal Implications of Novel Taxi Assignment Strategies},
author = {Holger Billhardt and José-Antonio Santos and Alberto Fernández and Mar Moreno-Rebato and Sascha Ossowski and José A Rodríguez-García},
editor = {De La Prieta F. et al.},
doi = {10.1007/978-3-030-51999-5_30},
isbn = {978-3-030-51999-5},
year = {2020},
date = {2020-07-06},
booktitle = {Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness. The PAAMS Collection},
pages = {361--372},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {In the last years, many novel applications have appeared that promote the provision of services or activities in a collaborative way. Examples of such proposals are collaborative transportation services (uber, glovo, amazon flex, etc.), crowdsourcing, exchange help services among citizens, and others. The intrinsic idea behind such systems is to take advantage of existing ``capacities'' for providing new services or incrementing the efficiency of daily tasks of people at a low cost. Also, many researchers have focused and are analysing novel ideas and approaches in this direction. The concept of Smart Cities is a clear representation of this hype and provides a playground for novel approaches where the aim is to provide a high level of services to citizens in an optimized and thus, more efficient way. As a result of this research effort, many proposals have been and are suggested that could be deployed in the real world. However, such proposals also bring up multiple non-technical issues that need to be tackled before they can be actually implemented in practice. In this sense, in this paper we analyse legal implications of a proposal for collaborative service provision. In particular, we analyse the legal issues related to a recent work on taxi assignments with compensation from the standpoint of the Spanish legislation. From this exercise, we extract a set of topics and requirements, which need to be addressed so as to pave the way for the potential real-world deployment of such a system in a future.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
In the last years, many novel applications have appeared that promote the provision of services or activities in a collaborative way. Examples of such proposals are collaborative transportation services (uber, glovo, amazon flex, etc.), crowdsourcing, exchange help services among citizens, and others. The intrinsic idea behind such systems is to take advantage of existing ``capacities'' for providing new services or incrementing the efficiency of daily tasks of people at a low cost. Also, many researchers have focused and are analysing novel ideas and approaches in this direction. The concept of Smart Cities is a clear representation of this hype and provides a playground for novel approaches where the aim is to provide a high level of services to citizens in an optimized and thus, more efficient way. As a result of this research effort, many proposals have been and are suggested that could be deployed in the real world. However, such proposals also bring up multiple non-technical issues that need to be tackled before they can be actually implemented in practice. In this sense, in this paper we analyse legal implications of a proposal for collaborative service provision. In particular, we analyse the legal issues related to a recent work on taxi assignments with compensation from the standpoint of the Spanish legislation. From this exercise, we extract a set of topics and requirements, which need to be addressed so as to pave the way for the potential real-world deployment of such a system in a future. |
| 22. | Fernández-Martínez, Carmen; Fernández, Alberto AI and recruiting software: Ethical and legal implications Journal Article In: Paladyn, Journal of Behavioral Robotics, vol. 11, no. 1, pp. 199-216, 2020. @article{Fernández-Martínez2020,
title = {AI and recruiting software: Ethical and legal implications},
author = {Carmen Fernández-Martínez and Alberto Fernández},
url = {https://www.degruyter.com/view/journals/pjbr/11/1/article-p199.xml},
doi = {https://doi.org/10.1515/pjbr-2020-0030},
year = {2020},
date = {2020-01-01},
journal = {Paladyn, Journal of Behavioral Robotics},
volume = {11},
number = {1},
pages = {199-216},
publisher = {De Gruyter},
address = {Berlin, Boston},
keywords = {AI&Law},
pubstate = {published},
tppubtype = {article}
}
|
| 23. | Santos, J A; Fernández, Alberto; Moreno-Rebato, Mar; Billhardt, Holger; Rodríguez-García, J A; Ossowski, Sascha Legal and ethical implications of applications based on agreement technologies: the case of auction-based road intersections Journal Article In: Artificial Intelligence and Law, vol. 28, no. 4, pp. 385-414, 2020. @article{1013,
title = {Legal and ethical implications of applications based on agreement technologies: the case of auction-based road intersections},
author = {J A Santos and Alberto Fernández and Mar Moreno-Rebato and Holger Billhardt and J A Rodríguez-García and Sascha Ossowski},
doi = {10.1007/s10506-019-09259-8},
year = {2020},
date = {2020-01-01},
journal = {Artificial Intelligence and Law},
volume = {28},
number = {4},
pages = {385-414},
keywords = {AI&Law},
pubstate = {published},
tppubtype = {article}
}
|
| 24. | Fernández, Alberto; Billhardt, Holger; Ossowski, Sascha; Sánchez, Óscar Bike3S: A tool for bike sharing systems simulation Journal Article In: Journal of Simulation, vol. 14, no. 4, pp. 278-294, 2020. @article{Fernández2020,
title = {Bike3S: A tool for bike sharing systems simulation},
author = {Alberto Fernández and Holger Billhardt and Sascha Ossowski and Óscar Sánchez},
doi = {10.1080/17477778.2020.1718022},
year = {2020},
date = {2020-01-01},
journal = {Journal of Simulation},
volume = {14},
number = {4},
pages = {278-294},
publisher = {Taylor & Francis},
keywords = {Simulation},
pubstate = {published},
tppubtype = {article}
}
|
| 25. | Lujak, Marin; Fernandez, Alberto; Onaindia, Eva A Decentralized Multi-Agent Coordination Method for Dynamic and Constrained Production Planning Proceedings Article In: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, pp. 1913–1915, International Foundation for Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 2020, ISBN: 9781450375184. @inproceedings{10.5555/3398761.3399025,
title = {A Decentralized Multi-Agent Coordination Method for Dynamic and Constrained Production Planning},
author = {Marin Lujak and Alberto Fernandez and Eva Onaindia},
url = {https://dl.acm.org/doi/10.5555/3398761.3399025},
isbn = {9781450375184},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems},
pages = {1913–1915},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
address = {Auckland, New Zealand},
series = {AAMAS ’20},
keywords = {artificial intelligence, distributed optimization, multi-agent systems},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2019
|
| 26. | Fernández-Martínez, María Carmen; Fernández, Alberto AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing Proceedings Article In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Doctoral Consortium Track, pp. 6428-6429, 2019, ISBN: 978-0-9992411-4-1. @inproceedings{Fern_ndez_Mart_nez_2019,
title = {AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing},
author = {María Carmen Fernández-Martínez and Alberto Fernández},
doi = {10.24963/ijcai.2019/903},
isbn = {978-0-9992411-4-1},
year = {2019},
date = {2019-08-10},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Doctoral Consortium Track},
pages = {6428-6429},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 27. | Cavallera, Giselle; Salgado, Carlos; Fernandez, Alberto; Sanchez, Alberto; Peralta, Mario Medición y Evaluación de Calidad de Sistemas Software para Flotas Dinámicas en Ciudades Inteligentes Conference XXI Workshop de Investigadores en Ciencias de la Computación (WICC 2019), San Juan, Argentina, 2019, ISBN: 78-987-3984-85-3. @conference{Cavallera2019,
title = {Medición y Evaluación de Calidad de Sistemas Software para Flotas Dinámicas en Ciudades Inteligentes},
author = {Giselle Cavallera and Carlos Salgado and Alberto Fernandez and Alberto Sanchez and Mario Peralta},
url = {http://sedici.unlp.edu.ar/handle/10915/77125},
isbn = {78-987-3984-85-3},
year = {2019},
date = {2019-04-25},
booktitle = {XXI Workshop de Investigadores en Ciencias de la Computación (WICC 2019)},
address = {San Juan, Argentina},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 28. | Fernández, Alberto; Billhardt, Holger; Timón, Sandra; Ruiz, Carlos; Sánchez, Óscar; Bernabé, Iván Balancing Strategies for Bike Sharing Systems Proceedings Article In: Lujak, Marin (Ed.): Agreement Technologies, pp. 208–222, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-17294-7. @inproceedings{10.1007/978-3-030-17294-7_16,
title = {Balancing Strategies for Bike Sharing Systems},
author = {Alberto Fernández and Holger Billhardt and Sandra Timón and Carlos Ruiz and Óscar Sánchez and Iván Bernabé},
editor = {Marin Lujak},
doi = {10.1007/978-3-030-17294-7_16},
isbn = {978-3-030-17294-7},
year = {2019},
date = {2019-01-01},
booktitle = {Agreement Technologies},
pages = {208--222},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {The increase of population in big cities has produced several problems related to mobility of humans in the city, such as congestions, CO2 emissions, etc. Lately, governments are trying to mitigate this situation by promoting the use of greener means of transportation such as electrical vehicles or bikes. In this paper, we focus on station-based bike sharing systems (BSS). This type of infrastructure (bikes and parking docks) is shared by many users. However, there are some inefficiencies in their management due to imbalanced situations in which some stations fail to provide the service (bike hires or returns) because they are empty or full. We tackle this problem by suggesting users to take (or return) bikes from stations with the goal of keeping the system as balanced as possible. We evaluate our proposal with Bike3S, a bike sharing system simulator developed for testing these types of strategies.},
keywords = {MAS},
pubstate = {published},
tppubtype = {inproceedings}
}
The increase of population in big cities has produced several problems related to mobility of humans in the city, such as congestions, CO2 emissions, etc. Lately, governments are trying to mitigate this situation by promoting the use of greener means of transportation such as electrical vehicles or bikes. In this paper, we focus on station-based bike sharing systems (BSS). This type of infrastructure (bikes and parking docks) is shared by many users. However, there are some inefficiencies in their management due to imbalanced situations in which some stations fail to provide the service (bike hires or returns) because they are empty or full. We tackle this problem by suggesting users to take (or return) bikes from stations with the goal of keeping the system as balanced as possible. We evaluate our proposal with Bike3S, a bike sharing system simulator developed for testing these types of strategies. |
| 29. | Rodríguez-García, Miguel Ángel; Fernández, Alberto; Billhardt, Holger Dynamic Delivery Plan Adaptation in Open Systems Proceedings Article In: Lujak, Marin (Ed.): Agreement Technologies, pp. 190–198, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-17294-7. @inproceedings{10.1007/978-3-030-17294-7_14,
title = {Dynamic Delivery Plan Adaptation in Open Systems},
author = {Miguel Ángel Rodríguez-García and Alberto Fernández and Holger Billhardt},
editor = {Marin Lujak},
doi = {10.1007/978-3-030-17294-7_14},
isbn = {978-3-030-17294-7},
year = {2019},
date = {2019-01-01},
booktitle = {Agreement Technologies},
pages = {190--198},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {MAS},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 30. | Fernández, Carmen; Fernández, Alberto Ethical and Legal Implications of AI Recruiting Software Journal Article In: ERCIM News, no. 116, pp. 22-23, 2019, ISSN: 0926-4981. @article{1009,
title = {Ethical and Legal Implications of AI Recruiting Software},
author = {Carmen Fernández and Alberto Fernández},
url = {https://ercim-news.ercim.eu/en116/special/ethical-and-legal-implications-of-ai-recruiting-software},
issn = {0926-4981},
year = {2019},
date = {2019-01-01},
journal = {ERCIM News},
number = {116},
pages = {22-23},
keywords = {AI&Law},
pubstate = {published},
tppubtype = {article}
}
|
| 31. | Billhardt, Holger; Fernandez, Alberto; Ossowski, Sascha; Palanca, Javier; Bajo, Javier Taxi Dispatching Strategies with Compensations Journal Article In: Expert Systems With Applications, no. 122, pp. 173-182, 2019. @article{1008,
title = {Taxi Dispatching Strategies with Compensations},
author = {Holger Billhardt and Alberto Fernandez and Sascha Ossowski and Javier Palanca and Javier Bajo},
doi = {10.1016/j.eswa.2019.01.001},
year = {2019},
date = {2019-01-01},
journal = {Expert Systems With Applications},
number = {122},
pages = {173-182},
keywords = {MAS},
pubstate = {published},
tppubtype = {article}
}
|
| 32. | Rodríguez, Sara; Prieto, Javier; Faria, Pedro; Klos, Slawomir; Fernández, Alberto; Mazuelas, Santiago; Jiménez-López, M. Dolores; Moreno, María N.; Navarro, Elena M. (Ed.) Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference Book Springer International Publishing, 2019. @book{2019b,
title = {Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference},
editor = {Sara Rodríguez and Javier Prieto and Pedro Faria and Slawomir Klos and Alberto Fernández and Santiago Mazuelas and M. Dolores Jiménez-López and María N. Moreno and Elena M. Navarro},
url = {https://doi.org/10.1007%2F978-3-319-99608-0},
doi = {10.1007/978-3-319-99608-0},
year = {2019},
date = {2019-01-01},
publisher = {Springer International Publishing},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
| 33. | Fernández, Carmen; Fernández, Alberto Inclusive AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing Proceedings Article In: Prieta, Fernando De La; González-Briones, Alfonso; Pawleski, Pawel; Calvaresi, Davide; Val, Elena Del; Lopes, Fernando; Julian, Vicente; Osaba, Eneko; Sánchez-Iborra, Ramón (Ed.): Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, pp. 326–329, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-24299-2. @inproceedings{10.1007/978-3-030-24299-2_30,
title = {Inclusive AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing},
author = {Carmen Fernández and Alberto Fernández},
editor = {Fernando De La Prieta and Alfonso González-Briones and Pawel Pawleski and Davide Calvaresi and Elena Del Val and Fernando Lopes and Vicente Julian and Eneko Osaba and Ramón Sánchez-Iborra},
doi = {10.1007/978-3-030-24299-2_30},
isbn = {978-3-030-24299-2},
year = {2019},
date = {2019-01-01},
booktitle = {Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection},
pages = {326--329},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 34. | Orozco, Walter; Rodríguez-García, Miguel Ángel; Fernández, Alberto Teaching Effectiveness: An Innovative Evaluation Model Book Section In: Learning Technology for Education Challenges. LTEC 2019. Communications in Computer and Information Science, vol. 1011, pp. 450–461, Springer International Publishing, 2019, ISBN: 978-3-030-20797-7. @incollection{Orozco_2019,
title = {Teaching Effectiveness: An Innovative Evaluation Model},
author = {Walter Orozco and Miguel Ángel Rodríguez-García and Alberto Fernández},
doi = {10.1007/978-3-030-20798-4_39},
isbn = {978-3-030-20797-7},
year = {2019},
date = {2019-01-01},
booktitle = {Learning Technology for Education Challenges. LTEC 2019. Communications in Computer and Information Science},
volume = {1011},
pages = {450--461},
publisher = {Springer International Publishing},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
| 35. | Fernández-Martínez, Carmen; Fernández, Alberto Ontologies and AI in Recruiting. A Rule-Based Approach to Address Ethical and Legal Auditing Proceedings Article In: Proceedings of the Doctoral Consortium of the 18th International Semantic Web Conference (ISWC 2019), 2019. @inproceedings{Martnez2019OntologiesAA,
title = {Ontologies and AI in Recruiting. A Rule-Based Approach to Address Ethical and Legal Auditing},
author = {Carmen Fernández-Martínez and Alberto Fernández},
url = {http://ceur-ws.org/Vol-2548},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the Doctoral Consortium of the 18th International Semantic Web Conference (ISWC 2019)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 36. | Khalid, Qasim; Fernández, Alberto; Lujak, Marin; Doniec, Arnaud A Group Evacuation Method for Smart Buildings Book Section In: Technological Innovation for Industry and Service Systems. DoCEIS 2019. IFIP Advances in Information and Communication Technology, vol. 553, pp. 206–213, Springer, Cham, 2019. @incollection{Khalid_2019b,
title = {A Group Evacuation Method for Smart Buildings},
author = {Qasim Khalid and Alberto Fernández and Marin Lujak and Arnaud Doniec},
doi = {10.1007/978-3-030-17771-3_17},
year = {2019},
date = {2019-01-01},
booktitle = {Technological Innovation for Industry and Service Systems. DoCEIS 2019. IFIP Advances in Information and Communication Technology},
volume = {553},
pages = {206--213},
publisher = {Springer},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
| 37. | Khalid, Qasim; Fernández, Alberto; Lujak, Marin; Doniec, Arnaud A Two-Phase Context-Aware Approach to Emergency Evacuation in Smart Buildings Book Section In: (eds), De La Prieta F. (Ed.): Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection. PAAMS 2019. Communications in Computer and Information Science, vol. 1047, pp. 234–245, Springer, Cham, 2019. @incollection{Khalid_2019,
title = {A Two-Phase Context-Aware Approach to Emergency Evacuation in Smart Buildings},
author = {Qasim Khalid and Alberto Fernández and Marin Lujak and Arnaud Doniec},
editor = {De La Prieta F. et al. (eds)},
doi = {10.1007/978-3-030-24299-2_20},
year = {2019},
date = {2019-01-01},
booktitle = {Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection. PAAMS 2019. Communications in Computer and Information Science},
volume = {1047},
pages = {234--245},
publisher = {Springer},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2018
|
| 38. | Cavallera, Giselle; Salgado, Carlos; Fernandez, Alberto; Sanchez, Alberto; Peralta, Mario Movilidad y gestión del tráfico: automatización y aplicación de un modelo de calidad para flotas dinámicas en una ciudad inteligente Conference XX Workshop de Investigadores en Ciencias de la Computación (WICC 2018), Corrientes, Argentina, 2018, ISBN: 978-987-3619-27-4. @conference{938,
title = {Movilidad y gestión del tráfico: automatización y aplicación de un modelo de calidad para flotas dinámicas en una ciudad inteligente},
author = {Giselle Cavallera and Carlos Salgado and Alberto Fernandez and Alberto Sanchez and Mario Peralta},
url = {http://hdl.handle.net/10915/67603},
isbn = {978-987-3619-27-4},
year = {2018},
date = {2018-01-01},
booktitle = {XX Workshop de Investigadores en Ciencias de la Computación (WICC 2018)},
pages = {537-541},
address = {Corrientes, Argentina},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 39. | Khalid, Qasim; Lujak, Marin; Fernandez, Alberto; Doniec, A On the Use of Elevators During Emergency Evacuation Conference Special Session on Social Modelling of Ambient Intelligence in Large Facilities (SMAILF) in 15th International Conference on Distributed Computing and Artificial Intelligence (DCAI 2018), Toledo, Spain, 2018. @conference{942,
title = {On the Use of Elevators During Emergency Evacuation},
author = {Qasim Khalid and Marin Lujak and Alberto Fernandez and A Doniec},
doi = {10.1007/978-3-319-99608-0_17},
year = {2018},
date = {2018-01-01},
booktitle = {Special Session on Social Modelling of Ambient Intelligence in Large Facilities (SMAILF) in 15th International Conference on Distributed Computing and Artificial Intelligence (DCAI 2018)},
address = {Toledo, Spain},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 40. | Billhardt, Holger; Fernandez, Alberto; Lujak, Marin; Ossowski, Sascha Agreement Technologies for Coordination in Smart Cities Journal Article In: Applied Sciences, vol. 8, no. 5, 2018, ISSN: 2076-3417. @article{937,
title = {Agreement Technologies for Coordination in Smart Cities},
author = {Holger Billhardt and Alberto Fernandez and Marin Lujak and Sascha Ossowski},
doi = {10.3390/app8050816},
issn = {2076-3417},
year = {2018},
date = {2018-01-01},
journal = {Applied Sciences},
volume = {8},
number = {5},
publisher = {MDPI},
address = {Switzerland},
keywords = {Agreement Technologies},
pubstate = {published},
tppubtype = {article}
}
|
| 41. | Fernandez, Alberto; Timón, Sandra; Ruiz, Carlos; Cumplido, Tao; Billhardt, Holger; Dunkel, Jürgen A Bike Sharing System Simulator Conference Workshop on Smart Cities and Intelligent Agents (SCIA) en 16th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2018), no. 887, Toledo (Espa~na), 2018, ISBN: 978-3-319-94779-2_37. @conference{940,
title = {A Bike Sharing System Simulator},
author = {Alberto Fernandez and Sandra Timón and Carlos Ruiz and Tao Cumplido and Holger Billhardt and Jürgen Dunkel},
editor = {J Bajo and et al},
doi = {10.1007/978-3-319-94779-2_37},
isbn = {978-3-319-94779-2_37},
year = {2018},
date = {2018-01-01},
booktitle = {Workshop on Smart Cities and Intelligent Agents (SCIA) en 16th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2018)},
number = {887},
pages = {428-440},
address = {Toledo (Espa~na)},
keywords = {Simulation},
pubstate = {published},
tppubtype = {conference}
}
|
| 42. | Giret, A; Julián, Vicente; Corchado, J M; Fernández, Alberto; Salido, M A; Tang, D How to choose the greenest delivery plan: a framework to measure KPIs for sustainable urban logistics Conference Advances in Production Management Systems (APSM 2018), Seúl, Corea del Sur, 2018. @conference{1012,
title = {How to choose the greenest delivery plan: a framework to measure KPIs for sustainable urban logistics},
author = {A Giret and Vicente Julián and J M Corchado and Alberto Fernández and M A Salido and D Tang},
doi = {10.1007/978-3-319-99707-0_23},
year = {2018},
date = {2018-01-01},
booktitle = {Advances in Production Management Systems (APSM 2018)},
address = {Seúl, Corea del Sur},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 43. | Rodríguez-García, M A; Fernandez, Alberto; Billhardt, Holger Provider Recommendation in Heterogeneous Transportation Fleets Conference Workshop on Smart Cities and Intelligent Agents (SCIA) en 16th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2018), no. 887, Toledo, Spain, 2018, ISBN: 978-3-319-94779-2_36. @conference{941,
title = {Provider Recommendation in Heterogeneous Transportation Fleets},
author = {M A Rodríguez-García and Alberto Fernandez and Holger Billhardt},
doi = {10.1007/978-3-319-94779-2_36},
isbn = {978-3-319-94779-2_36},
year = {2018},
date = {2018-01-01},
booktitle = {Workshop on Smart Cities and Intelligent Agents (SCIA) en 16th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2018)},
number = {887},
pages = {416-427},
address = {Toledo, Spain},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 44. | Rivoira, Alejandro R; Sanchez, Alberto; Fernandez, Alberto; Salgado, Carlos; Peralta, Mario Smart City: Modelo de calidad mixto para software de gestión de movilidad urbana Conference XX Workshop de Investigadores en Ciencias de la Computación (WICC 2018), Corrientes, Argentina, 2018, ISBN: 978-987-3619-27-4. @conference{939,
title = {Smart City: Modelo de calidad mixto para software de gestión de movilidad urbana},
author = {Alejandro R Rivoira and Alberto Sanchez and Alberto Fernandez and Carlos Salgado and Mario Peralta},
url = {http://hdl.handle.net/10915/67606},
isbn = {978-987-3619-27-4},
year = {2018},
date = {2018-01-01},
booktitle = {XX Workshop de Investigadores en Ciencias de la Computación (WICC 2018)},
pages = {547-552},
address = {Corrientes, Argentina},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2017
|
| 45. | Fernández, Carmen; Fernández, Alberto; Billhardt, Holger An Ontology for Sharing Touristic Information Conference 5th International Conference on Agreement Technologies (AT2017), Évry, France, 2017, ISBN: 978-3-030-01713-2. @conference{936,
title = {An Ontology for Sharing Touristic Information},
author = {Carmen Fernández and Alberto Fernández and Holger Billhardt},
doi = {10.1007/978-3-030-01713-2_36},
isbn = {978-3-030-01713-2},
year = {2017},
date = {2017-10-14},
booktitle = {5th International Conference on Agreement Technologies (AT2017)},
address = {Évry, France},
keywords = {Semantic Web},
pubstate = {published},
tppubtype = {conference}
}
|
| 46. | Lujak, Marin; Papadakis, Panagiotis; Fernandez, Alberto Endowing Mobile Robot Teams with Ambient Intelligence for Improved Patient Care Conference 4th Italian Workshop on Artificial Intelligence and Robotics (AIRO 2017), no. 2054, CEUR Workshop Proceedings CEUR Workshop Proceedings, Bari, Italy, 2017. @conference{935,
title = {Endowing Mobile Robot Teams with Ambient Intelligence for Improved Patient Care},
author = {Marin Lujak and Panagiotis Papadakis and Alberto Fernandez},
url = {http://ceur-ws.org/Vol-2054/paper10.pdf},
year = {2017},
date = {2017-01-01},
booktitle = {4th Italian Workshop on Artificial Intelligence and Robotics (AIRO 2017)},
number = {2054},
publisher = {CEUR Workshop Proceedings},
address = {Bari, Italy},
organization = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 47. | Lujak, Marin; Billhardt, Holger; Dunkel, Jürgen; Fernandez, Alberto; Hermoso, Ramon; Ossowski, Sascha A Distributed Architecture for Real-Time Evacuation Guidance in Large Smart Buildings Journal Article In: Computer Science and Information Systems, no. 14 (1), pp. 257-282, 2017. @article{921,
title = {A Distributed Architecture for Real-Time Evacuation Guidance in Large Smart Buildings},
author = {Marin Lujak and Holger Billhardt and Jürgen Dunkel and Alberto Fernandez and Ramon Hermoso and Sascha Ossowski},
doi = {10.2298/CSIS161014002L},
year = {2017},
date = {2017-01-01},
journal = {Computer Science and Information Systems},
number = {14 (1)},
pages = {257-282},
publisher = {ComSIS Consortium},
address = {Serbia},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 48. | Billhardt, Holger; Fernandez, Alberto; Lujak, Marin; Ossowski, Sascha; Julián, Vicente; de Paz, Juan F; Hernandez, Josefa Z Coordinating Open Fleets. A Taxi Assignment Example Journal Article In: AI Communications, no. 30 (1), pp. 37-52, 2017, ISSN: 0921-7126. @article{922,
title = {Coordinating Open Fleets. A Taxi Assignment Example},
author = {Holger Billhardt and Alberto Fernandez and Marin Lujak and Sascha Ossowski and Vicente Julián and Juan F de Paz and Josefa Z Hernandez},
doi = {10.3233/AIC-170722},
issn = {0921-7126},
year = {2017},
date = {2017-01-01},
journal = {AI Communications},
number = {30 (1)},
pages = {37-52},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2016
|
| 49. | Billhardt, Holger; Dunkel, Jürgen; Fernandez, Alberto; Lujak, Marin; Hermoso, Ramon; Ossowski, Sascha A Proposal for Situation-aware Evacuation Guidance based on Semantic Technologies Conference 4th International Conference on Agreement Technologies (AT2016), no. 10207, Springer LNCS Springer LNCS, Valencia, Spain, 2016, ISBN: 978-3-319-59294-7. @conference{916,
title = {A Proposal for Situation-aware Evacuation Guidance based on Semantic Technologies},
author = {Holger Billhardt and Jürgen Dunkel and Alberto Fernandez and Marin Lujak and Ramon Hermoso and Sascha Ossowski},
doi = {10.1007/978-3-319-59294-7_40},
isbn = {978-3-319-59294-7},
year = {2016},
date = {2016-01-01},
booktitle = {4th International Conference on Agreement Technologies (AT2016)},
number = {10207},
pages = {493-508},
publisher = {Springer LNCS},
address = {Valencia, Spain},
organization = {Springer LNCS},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
| 50. | Billhardt, Holger; Dunkel, Jürgen; Lujak, Marin; Fernandez, Alberto; Hermoso, Ramon; Ossowski, Sascha An Architecture for Situation-aware Evacuation Guidance in Smart Buildings Conference 1st International Workshop on Ambient Intelligence for Large Premises (AmILP 2016 at ECAI 2016), no. 1778, CEUR Workshop Proceedings CEUR Workshop Proceedings, The Hague, the Netherlands, 2016. @conference{915,
title = {An Architecture for Situation-aware Evacuation Guidance in Smart Buildings},
author = {Holger Billhardt and Jürgen Dunkel and Marin Lujak and Alberto Fernandez and Ramon Hermoso and Sascha Ossowski},
url = {http://ceur-ws.org/Vol-1778/AmILP_5.pdf},
year = {2016},
date = {2016-01-01},
booktitle = {1st International Workshop on Ambient Intelligence for Large Premises (AmILP 2016 at ECAI 2016)},
number = {1778},
publisher = {CEUR Workshop Proceedings},
address = {The Hague, the Netherlands},
organization = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
