Evolutionary Deep Learning for Car Park Occupancy Prediction in Smart Cities
A. Camero, J. Toutouh, D. H. Stolfi, and E. Alba. Evolutionary Deep Learning for Car Park Occupancy Prediction in Smart Cities. In: International Conference on Learning and Intelligent Optimization, 2019, pp. 386-401.
doi> 10.1007/978-3-030-05348-2_32 | [BibTex]
@InProceedings{10.1007/978-3-030-05348-2_32,
author="Camero, Andr{\'e}s
and Toutouh, Jamal
and Stolfi, Daniel H.
and Alba, Enrique",
editor="Battiti, Roberto
and Brunato, Mauro
and Kotsireas, Ilias
and Pardalos, Panos M.",
title="Evolutionary Deep Learning for Car Park Occupancy Prediction in Smart Cities",
booktitle="Learning and Intelligent Optimization",
year="2019",
publisher="Springer International Publishing",
address="Cham",
pages="386--401",
isbn="978-3-030-05348-2"
}
Chapter 14 - Sustainable Road Traffic Using Evolutionary Algorithms
Daniel H. Stolfi and Enrique Alba. Chapter 14 - Sustainable Road Traffic Using Evolutionary Algorithms. In: Sustainable Transportation and Smart Logistics, Elsevier, 361-380, Eds: Faulin, Javier, Grasman, Scott E., Juan, Angel A., Hirsch, Patrick, 2019.
doi> 10.1016/B978-0-12-814242-4.00014-4 | [BibTex]
@incollection{STOLFI2019361,
title = "Chapter 14 - Sustainable Road Traffic Using Evolutionary Algorithms",
editor = "Javier Faulin and Scott E. Grasman and Angel A. Juan and Patrick Hirsch",
booktitle = "Sustainable Transportation and Smart Logistics",
publisher = "Elsevier",
pages = "361 - 380",
year = "2019",
isbn = "978-0-12-814242-4",
doi = "https://doi.org/10.1016/B978-0-12-814242-4.00014-4",
url = "http://www.sciencedirect.com/science/article/pii/B9780128142424000144",
author = "Daniel H. Stolfi and Enrique Alba",
keywords = "Evolutionary algorithm, Intelligent transportation systems, LED panels, Road traffic, Smart mobility, Wi-Fi connections"
}
An Intelligent Advisor for City Traffic Policies
D. H. Stolfi, C. Cintrano, F. Chicano, and E. Alba. An Intelligent Advisor for City Traffic Policies. In: Advances in Artificial Intelligence, Springer International Publishing, 2018, pp. 383-393.
doi> 10.1007/978-3-030-00374-6_36 | [BibTex]
@inproceedings{10.1007/978-3-030-00374-6_36,
address = "Cham",
author = "Stolfi, Daniel H. and Cintrano, Christian and Chicano, Francisco and Alba, Enrique",
booktitle = "Advances in Artificial Intelligence",
editor = "Herrera, Francisco and Damas, Sergio and Montes, Rosana and Alonso, Sergio and Cordón, Óscar and González, Antonio and Troncoso, Alicia",
isbn = "978-3-030-00374-6",
pages = "383-393",
publisher = "Springer International Publishing",
title = "An Intelligent Advisor for City Traffic Policies",
year = "2018"
}
Green Swarm: Greener Routes with Bio-inspired Techniques
Daniel H. Stolfi and Enrique Alba. Green Swarm: Greener Routes with Bio-inspired Techniques. In: Applied Soft Computing, vol. 71, pp. 952-963, 2018.
doi> 10.1016/j.asoc.2018.07.032 | [BibTex] | Leer Más...
@article{STOLFI2018952,
author = {Daniel H. Stolfi and Enrique Alba},
doi = {10.1016/j.asoc.2018.07.032},
issn = {1568-4946},
journal = {Applied Soft Computing},
keywords = {Evolutionary algorithm; Road traffic; Smart city; Smart mobility; Gas emissions; Wi-Fi connections},
pages = {952--963},
title = {{Green Swarm: Greener routes with bio-inspired techniques}},
url = {http://www.sciencedirect.com/science/article/pii/S1568494618304204},
volume = {71},
year = {2018}
}
Generating Realistic Urban Traffic Flows with Evolutionary Techniques
Daniel H. Stolfi and Enrique Alba. Generating Realistic Urban Traffic Flows with Evolutionary Techniques. In: Engineering Applications of Artificial Intelligence, vol. 75, pp. 36-47, 2018.
doi> 10.1016/j.engappai.2018.07.009 | [BibTex] | Leer Más...
@article{STOLFI201836,
title = "Generating realistic urban traffic flows with evolutionary techniques",
journal = "Engineering Applications of Artificial Intelligence",
volume = "75",
pages = "36 - 47",
year = "2018",
issn = "0952-1976",
doi = "https://doi.org/10.1016/j.engappai.2018.07.009",
url = "http://www.sciencedirect.com/science/article/pii/S0952197618301532",
author = "Daniel H. Stolfi and Enrique Alba",
keywords = "Evolutionary algorithm, Traffic simulation, Smart mobility, SUMO, Road traffic optimization, O–D matrix"
}
Natural Evolution Tells Us How to Best Make Goods Delivery: Use Vans
D. H. Stolfi, C. Cintrano, F. Chicano, and E. Alba. Natural Evolution Tells Us How to Best Make Goods Delivery: Use Vans. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO ’18. ACM, 2018, pp. 308-309.
doi> 10.1145/3205651.3205764 | [BibTex]
@inproceedings{Stolfi:2018:NET:3205651.3205764,
acmid = "3205764",
address = "New York, NY, USA",
author = "Stolfi, Daniel H. and Cintrano, Christian and Chicano, Francisco and Alba, Enrique",
booktitle = "{Proceedings of the Genetic and Evolutionary Computation Conference Companion}",
doi = "10.1145/3205651.3205764",
isbn = "978-1-4503-5764-7",
keywords = "application; city policy; evolutionary algorithm; real world; road traffic; smart mobility",
location = "Kyoto, Japan",
numpages = "2",
pages = "308--309",
publisher = "ACM",
series = "{GECCO '18}",
title = "{Natural Evolution Tells Us How to Best Make Goods Delivery: Use Vans}",
url = "http://doi.acm.org/10.1145/3205651.3205764",
year = "2018"
}
Some Ingredients to Improve Gamification in Engineering
C. Alcaraz, E. Abdo-Sánchez, J. Toutouh, R. Halir, M. Ruiz, and D. H. Stolfi. Some Ingredients to Improve Gamification in Engineering. In: EDULEARN18 Proceedings, 2018, pp. 7040-7044.
doi> 10.21125/edulearn.2018.1662 | [BibTex]
@InProceedings{ALCARAZ2018SOM,
author = {Alcaraz, C. and Abdo-S{\'{a}}nchez, E. and Toutouh, J. and Halir, R. and Ruiz, M. and Stolfi, D.H.},
title = {Some Ingredients to Improve Gamification in Engineering},
series = {10th International Conference on Education and New Learning Technologies},
booktitle = {EDULEARN18 Proceedings},
isbn = {978-84-09-02709-5},
issn = {2340-1117},
doi = {10.21125/edulearn.2018.1662},
url = {http://dx.doi.org/10.21125/edulearn.2018.1662},
publisher = {IATED},
location = {Palma, Spain},
month = {2-4 July, 2018},
year = {2018},
pages = {7040-7044}
}
Epigenetic algorithms: A New way of building GAs based on epigenetics
Daniel H. Stolfi and Enrique Alba. Epigenetic algorithms: A New way of building GAs based on epigenetics. In: Information Sciences, vol. 424, Supplement C, pp. 250-272, 2018.
doi> 10.1016/j.ins.2017.10.005 | [BibTex] | Leer Más...
@article{STOLFI2018250,
author = "Stolfi, Daniel H. and Alba, Enrique",
doi = "10.1016/j.ins.2017.10.005",
issn = "0020-0255",
journal = "Information Sciences",
keywords = "Evolutionary algorithm; Epigenetics; MKP; Bio-inspiration",
number = "Supplement C",
pages = "250--272",
title = "{Epigenetic algorithms: A New way of building GAs based on epigenetics}",
url = "http://www.sciencedirect.com/science/article/pii/S0020025517309921",
volume = "424",
year = "2018"
}
Computing New Optimized Routes for GPS Navigators Using Evolutionary Algorithms
Daniel H. Stolfi and Enrique Alba. Computing New Optimized Routes for GPS Navigators Using Evolutionary Algorithms. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, ACM, 2017, pp. 1240-1247.
doi> 10.1145/3071178.3071193 | [BibTex]
@inproceedings{Stolfi:2017:CNO:3071178.3071193,
author = {Stolfi, Daniel H. and Alba, Enrique},
title = {Computing New Optimized Routes for GPS Navigators Using Evolutionary Algorithms},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
series = {GECCO '17},
year = {2017},
isbn = {978-1-4503-4920-8},
location = {Berlin, Germany},
pages = {1240--1247},
numpages = {8},
url = {http://doi.acm.org/10.1145/3071178.3071193},
doi = {10.1145/3071178.3071193},
acmid = {3071193},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {application, evolutionary algorithm, real world, road traffic, smart city, smart mobility},
}
Gamification to Fight Lack of Motivation and Heterogeneity in Engineering
C. Alcaraz, E. Abdo, R. Halir, J. Toutouh, M. Ruiz, and D. H. Stolfi. Gamification to Fight Lack of Motivation and Heterogeneity in Engineering. In: EDULEARN17 Proceedings, 2017, pp. 3662-3668.
doi> 10.21125/edulearn.2017.1794 | [BibTex]
@InProceedings{ALCARAZ2017GAM,
author = {Alcaraz, C. and Abdo, E. and Halir, R. and Toutouh, J. and Ruiz, M. and Stolfi, D.H.},
title = {GAMIFICATION TO FIGHT LACK OF MOTIVATION AND HETEROGENEITY IN ENGINEERING},
series = {9th International Conference on Education and New Learning Technologies},
booktitle = {EDULEARN17 Proceedings},
isbn = {978-84-697-3777-4},
issn = {2340-1117},
doi = {10.21125/edulearn.2017.1794},
url = {http://dx.doi.org/10.21125/edulearn.2017.1794},
publisher = {IATED},
location = {Barcelona, Spain},
month = {3-5 July, 2017},
year = {2017},
pages = {3662-3668}
}
Predicting Car Park Occupancy Rates in Smart Cities
Daniel H. Stolfi, Enrique Alba, and Xin Yao. Predicting Car Park Occupancy Rates in Smart Cities. In: Smart Cities: Second International Conference, Smart-CT 2017, Málaga, Spain, June 14-16, 2017, pp. 107–117.
doi> 10.1007/978-3-319-59513-9_11 | [BibTex]
@inbook{Stolfi2017,
address = {Cham},
author = {Stolfi, Daniel H. and Alba, Enrique and Yao, Xin},
booktitle = {Smart Cities: Second International Conference, Smart-CT 2017, M{\'{a}}laga, Spain, June 14-16, 2017, Proceedings},
doi = {10.1007/978-3-319-59513-9_11},
editor = {Alba, Enrique and Chicano, Francisco and Luque, Gabriel},
isbn = {978-3-319-59513-9},
pages = {107--117},
publisher = {Springer International Publishing},
title = {{Predicting Car Park Occupancy Rates in Smart Cities}},
url = {http://link.springer.com/10.1007/978-3-319-59513-9{\_}11},
year = {2017}
}
Fine Tuning of Traffic in Our Cities with Smart Panels: The Quito City Case Study
Daniel H. Stolfi, Rolando Armas, Enrique Alba, Hernan Aguirre, and Kiyoshi Tanaka. Fine Tuning of Traffic in Our Cities with Smart Panels: The Quito City Case Study. In: Proceedings of the Genetic and Evolutionary Computation Conference 2016, GECCO 2016, ACM, 2016, pp. 1013-1019.
doi> 10.1145/2908812.2908868 | [BibTex]
@inproceedings{Stolfi:2016:FTT:2908812.2908868,
author = {Stolfi, Daniel H. and Armas, Rolando and Alba, Enrique and Aguirre, Hernan and Tanaka, Kiyoshi},
title = {Fine Tuning of Traffic in Our Cities with Smart Panels: The Quito City Case Study},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference 2016},
series = {GECCO '16},
year = {2016},
isbn = {978-1-4503-4206-3},
location = {Denver, Colorado, USA},
pages = {1013--1019},
numpages = {7},
url = {http://doi.acm.org/10.1145/2908812.2908868},
doi = {10.1145/2908812.2908868},
acmid = {2908868},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {LED panels, application, evolutionary algorithm, real world, road traffic, smart city, smart mobility},
}
CTPATH: A Real World System to Enable Green Transportation by Optimizing Environmentally Friendly Routing Paths
C. Cintrano, D. H. Stolfi, J. Toutouh, F. Chicano, and E. Alba. CTPATH: A Real World System to Enable Green Transportation by Optimizing Environmentally Friendly Routing Paths. In: Smart Cities: First International Conference, Smart-CT 2016, Málaga, Spain, June 15-17, 2016, Proceedings, Springer International Publishing, 2016, pp. 63-75.
doi> 10.1007/978-3-319-39595-1_7 | [BibTex]
@incollection{Cintrano2016,
address = {Cham},
author = {Cintrano, Christian and Stolfi, Daniel H and Toutouh, Jamal and Chicano, Francisco and Alba, Enrique},
booktitle = {Smart Cities: First International Conference, Smart-CT 2016, M{\'{a}}laga, Spain, June 15-17, 2016, Proceedings},
doi = {10.1007/978-3-319-39595-1_7},
editor = {Alba, Enrique and Chicano, Francisco and Luque, Gabriel},
isbn = {978-3-319-39595-1},
pages = {63--75},
publisher = {Springer International Publishing},
title = {{CTPATH: A Real World System to Enable Green Transportation by Optimizing Environmentally Friendly Routing Paths}},
url = {http://dx.doi.org/10.1007/978-3-319-39595-1{\_}7},
year = {2016}
}
An Evolutionary Algorithm to Generate Real Urban Traffic Flows
Daniel H. Stolfi and Enrique Alba. An Evolutionary Algorithm to Generate Real Urban Traffic Flows. In: Advances in Artificial Intelligence, volume 9422 of Lecture Notes in Computer Science, Springer International Publishing, 2015, pp. 332-343.
doi> 10.1007/978-3-319-24598-0_30 | [BibTex]
@incollection{stolficaepia2015,
author = {Stolfi, Daniel H. and Alba, Enrique},
booktitle = {Advances in Artificial Intelligence},
doi = {10.1007/978-3-319-24598-0{\_}30},
editor = {Puerta, Jos{\'{e}} M and G{\'{a}}mez, Jos{\'{e}} A and Dorronsoro, Bernabe and Barrenechea, Edurne and Troncoso, Alicia and Baruque, Bruno and Galar, Mikel},
isbn = {978-3-319-24597-3},
keywords = {Evolutionary algorithm,SUMO,Smart city,Smart mobility,Traffic simulation},
pages = {332--343},
publisher = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
title = {{An Evolutionary Algorithm to Generate Real Urban Traffic Flows}},
url = {http://dx.doi.org/10.1007/978-3-319-24598-0{\_}30},
volume = {9422},
year = {2015}
}
Smart Mobility Policies with Evolutionary Algorithms: The Adapting Info Panel Case
Daniel H. Stolfi and Enrique Alba. Smart Mobility Policies with Evolutionary Algorithms: The Adapting Info Panel Case. In: Proceedings of the 2015 on Genetic and Evolutionary Computation Conference, GECCO 2015, ACM, 2015, pp. 1287-1294.
doi> 10.1145/2739480.2754742 | [BibTex]
@inproceedings{Stolfi:2015:SMP:2739480.2754742,
author = {Stolfi, Daniel H. and Alba, Enrique},
title = {Smart Mobility Policies with Evolutionary Algorithms: The Adapting Info Panel Case},
booktitle = {Proceedings of the 2015 on Genetic and Evolutionary Computation Conference},
series = {GECCO '15},
year = {2015},
isbn = {978-1-4503-3472-3},
location = {Madrid, Spain},
pages = {1287--1294},
numpages = {8},
url = {http://doi.acm.org/10.1145/2739480.2754742},
doi = {10.1145/2739480.2754742},
acmid = {2754742},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {application, evolutionary algorithm, led panels, road traffic, smart city, smart mobility},
}
Un Algoritmo Evolutivo para la Reducción de Tiempos de Viaje y Emisiones Utilizando Paneles LED
Daniel H. Stolfi and Enrique Alba. Un Algoritmo Evolutivo para la Reducción de Tiempos de Viaje y Emisiones Utilizando Paneles LED. In: X Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, MAEB 2015, 2015, pp. 27-34.
[BibTex]
@inproceedings{Stolfi2015:MAEB,
address = {M\'{e}rida - Almendralejo},
author = {Stolfi, Daniel H and Alba, Enrique},
booktitle = {X Congreso Espa\~{n}ol sobre Metaheur\'{\i}sticas, Algoritmos Evolutivos y Bioinspirados},
series = {MAEB 2015},
keywords = {Algoritmo Evolutivo,Emisiones de gases,Movilidad Inteligente,Paneles LED,Tiempos de Viaje,Tr\'{a}fico Rodado},
pages = {27--34},
title = {{Un Algoritmo Evolutivo para la Reducci\'{o}n de Tiempos de Viaje y Emisiones Utilizando Paneles LED}},
year = {2015},
isbn = {978-84-697-2150-6}
}
Red Swarm: Reducing Travel Times in Smart Cities by Using Bio-inspired Algorithms
Daniel H. Stolfi and Enrique Alba. Red Swarm: Reducing Travel Times in Smart Cities by Using Bio-inspired Algorithms. In: Applied Soft Computing, vol. 24, pp. 181-195, 2014.
doi> 10.1016/j.asoc.2014.07.014 | [BibTex] | Leer Más...
@article{STOLFI2014181,
title = "Red Swarm: Reducing travel times in smart cities by using bio-inspired algorithms",
journal = "Applied Soft Computing",
volume = "24",
pages = "181 - 195",
year = "2014",
issn = "1568-4946",
doi = "https://doi.org/10.1016/j.asoc.2014.07.014",
url = "http://www.sciencedirect.com/science/article/pii/S1568494614003457",
author = "Daniel H. Stolfi and Enrique Alba",
keywords = "Evolutionary algorithm, Road traffic, Smart city, Smart mobility, WiFi connections, Traffic light"
}
Eco-friendly Reduction of Travel Times in European Smart Cities
Daniel H. Stolfi and Enrique Alba. Eco-friendly Reduction of Travel Times in European Smart Cities. In: Proceeding of the Sixteenth Annual Conference on Genetic and Evolutionary Computation Conference, GECCO'14, ACM, 2014, pp. 1207-1214.
doi> 10.1145/2576768.2598317 | [BibTex] | Leer Más...
@inproceedings{Stolfi:2014:ERT:2576768.2598317,
author = {Stolfi, Daniel H. and Alba, Enrique},
title = {Eco-friendly Reduction of Travel Times in European Smart Cities},
booktitle = {Proceedings of the 2014 Conference on Genetic and Evolutionary Computation},
series = {GECCO '14},
year = {2014},
isbn = {978-1-4503-2662-9},
location = {Vancouver, BC, Canada},
pages = {1207--1214},
numpages = {8},
url = {http://doi.acm.org/10.1145/2576768.2598317},
doi = {10.1145/2576768.2598317},
acmid = {2598317},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {application, evolutionary algorithm, gas emissions, road traffic, smart city, smart mobility, wifi connections},
}
Reducing Gas Emissions in Smart Cities by Using the Red Swarm Architecture
Daniel H. Stolfi and Enrique Alba. Reducing Gas Emissions in Smart Cities by Using the Red Swarm Architecture. In: Advances in Artificial Intelligence, volume 8109 of Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2013, pp. 289-299.
doi> 10.1007/978-3-642-40643-0_30 | [BibTex] | Leer Más...
@incollection{Stolfi2013,
year={2013},
isbn={978-3-642-40642-3},
booktitle={Advances in Artificial Intelligence},
volume={8109},
series={Lecture Notes in Computer Science},
editor={Bielza, Concha and Salmerón, Antonio and Alonso-Betanzos, Amparo and Hidalgo, J.Ignacio and Martínez, Luis and Troncoso, Alicia and Corchado, Emilio and Corchado, Juan M.},
doi={10.1007/978-3-642-40643-0_30},
title={Reducing Gas Emissions in Smart Cities by Using the Red Swarm Architecture},
url={http://dx.doi.org/10.1007/978-3-642-40643-0_30},
publisher={Springer Berlin Heidelberg},
keywords={Application; Evolutionary Algorithm; Gas Emissions; Road Traffic; Smart City; Smart Mobility},
author={Stolfi, Daniel H. and Alba, Enrique},
pages={289-299},
language={English}
}
Red Swarm: Smart Mobility in Cities with EAs
Daniel H. Stolfi and Enrique Alba. Red Swarm: Smart Mobility in Cities with EAs. In: Proceeding of the Fifteenth Annual Conference on Genetic and Evolutionary Computation Conference, GECCO'13, ACM, 2013, pp. 1373-1380.
doi> 10.1145/2463372.2463540 | [BibTex] | Leer Más...
@inproceedings{Stolfi:2013:RSS:2463372.2463540,
author = {Stolfi, Daniel H. and Alba, Enrique},
title = {Red Swarm: Smart Mobility in Cities with EAS},
booktitle = {Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation},
series = {GECCO '13},
year = {2013},
isbn = {978-1-4503-1963-8},
location = {Amsterdam, The Netherlands},
pages = {1373--1380},
numpages = {8},
url = {http://doi.acm.org/10.1145/2463372.2463540},
doi = {10.1145/2463372.2463540},
acmid = {2463540},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {application, evolutionary algorithm, road traffic, smart city, smart mobility, wifi connections},
}
