Cira Calimanut-Ionut, Manso-Callejo, M.A., Alcarria Garrido, R., Fernández Pareja, T., Bordel Sánchez, B. and Serradilla F. Generative Learning for Post-Processing Semantic Segmentation Predictions: A Lightweight Conditional Generative Adversarial Network based on Pix2pix to Improve the Extraction of Road Surface Areas. Land. 2021, 10(1), 79, ISSN 2073-445X, (JCR Indexed, IF: 2,429 58/123 Q2 2019) doi:10.3390/land10010079
2020
García-Pardo, E.; Blanco-Linares, J.; Velázquez, D.; Serradilla, F.2020. Optimization of a steam reforming plant modeled with artificial neural networks Electronics. MDPI. 9(11)-1923
Serradilla, F.; Cañas, N; Naranjo, J. E.2020. Optimization of the Energy Consumption of Electric Motors through Metaheuristics and PID Controllers Electronics. MDPI. 9(11)-1842.
Naranjo, J. E; Serradilla, F.; Nashashibi, F. 2020. Speed Control Optimization for Autonomous Vehicles with Metaheuristics Electronics. Multidisciplinary Digital Publishing Institute. 12-5, pp.765.
Manso-Callejo, M.A., Cira Calimanut-Ionut, Alcarria Garrido, R. and Serradilla F. Optimizing the recognition and feature extraction of wind turbines through hybrid semantic segmentation architectures. Remote Sensing 2020,12(5),765. (JCR Indexed, IF: 4.509 9/30 Q2:2019) doi:10.3390/rs12223743
Cira Calimanut-Ionut, Alcarria Garrido, R., Manso-Callejo, M.A. and Serradilla F. A Deep Learning-Based Solution for Large-Scale Extraction of the Secondary Road Network from High-Resolution Aerial Orthoimagery. Appl. Sci. 2020, 10(20), 7272 ISSN 2076-3417, (JCR Indexed, IF: 2,474 88/147 Q2 2019) doi:10.3390/app10207272 (20)
De la Fuente V., Diaz, A. Manso-Callejo, MA. Serradilla-Garcia, F. Grammar guided genetic programming for network architecture search and road detection on aerial orthophotography. Appl. Sci. 2020, 10(11), 3953 ISSN 2076-3417, (JCR Indexed, IF: 2,474 88/147 Q2 2019) doi:10.3390/app10113953 Federico-Vladimnir Gutierrez, Miguel-Ángel Manso-Callejo, Francisco Serradilla-García. Modelización y predicción espacio-tiempo de la irradiancia solar global a corto plazo mediante redes neuronales artificiales y geoestadística. Revista Cartográfica 100, enero-junio 2020:13-40 ISSN (en línea) 2663-3981, ISSN (impresa) 0080-2085.
Moreno-Marimbaldo, F.J. and Manso-Callejo, M.A.: Methodological approach to incorporate the involve of stakeholders in the geodesign workflow of transmission line projects, ISPRS International Journal of Geo-Information 2020,9(3), 178 - (JCR Indexed, IF: 2,239 31/50 Q3 2019), doi:10.3390/ijgi9030178
Cira Calimanut-Ionut, Alcarria Garrido, R., Manso-Callejo, M.A. and Serradilla F. A framework based on nesting of convolutional neural networks to classify secondary roads in high resolution aerial orthoimages. Remote Sensing 2020,12(5),765. (JCR Indexed, IF: 4.509 9/30 Q2:2019) doi:10.3390/rs12050765
2019
José Pablo Gómez-Barron, Miguel-Ángel Manso-Callejo, Ramón Alcarria-Garrido. Volunteered geographic information systems: Technological design patterns . Transactions in GIS 2019, 23(5), pp976-1007, (JCR Indexed, IF: 2,188 34/83 Q2 2018), doi:10.1111/tgis.12544
José Pablo Gómez-Barron, Miguel-Ángel Manso-Callejo, Ramón Alcarria-Garrido. Needs, drivers, participants & engagement actions: A framework for motivating contributions to volunteered geographic information systems. Journal of Geographical Systems 2019, pp1-37, (JCR Indexed, IF: 1,324 54/84 Q3 2017), doi: 10.1007/s10109-018-00289-5
Cira Calimanut-Ionut, Alcarria Garrido, R., Manso-Callejo, M.A. and Serradilla F. Evaluation of Transfer Learning Techniques with Convolutional Neural Networks (CNNs) to Detect the Existence of Roads in High-Resolution Aerial Imagery. ICAI 2019 Second International Conference on Applied Informatics: Building up a Global Sustainable Information Society. Madrid 7-9 Noviembre 2019, pp:185-198 doi: https://doi.org/10.1007/978-3-030-32475-9_14
Parise, A., Manso-Callejo M.A., Cao H., Mendonca M., Kohli H. and, Wachowicz M., Indoor Occupancy Prediction using an IoT Platform . The 6th IEEE International Conference on Internet of Things: Systems, Management and Security (IOTSMS 2019) Granada, Spain. October 22-25, 2019.
Gómez-Barron J.P, Alcarria-Garrido, R.P and Manso-Callejo, M.A., Designing a Volunteered Geographic Information System for Road Data Validation. CIGeo 2019: Segundo Congreso en Ingeniería Geomática. Madrid, 26 -27 de Junio de 2019. doi:10.3390/proceedings2019019007
Cira Calimanut-Ionut, Alcarria Garrido, R., Manso-Callejo, M.A. and Serradilla F., A deep convolutional neural network to detect the existence of geospatial elements in high-resolution aerial imagery. CIGeo 2019: Segundo Congreso en Ingeniería Geomática. Madrid, 26 -27 de Junio de 2019. 10.3390/proceedings2019019017
Moreno-Marimbaldo F.J., Manso-Callejo, M.A. and Alcarria Garrido, R., Lifecycle of Geospatial Data in a High-Voltage Electrical Infrastructure Project: Geodesign Framework in the Electrical Network of Spain (REE). CIGeo 2019: Segundo Congreso en Ingeniería Geomática. Madrid, 26 -27 de Junio de 2019. doi:10.3390/proceedings2019019005
2018
Willington Siabato, Christophe Claramunt, Sergio Ilarri, Miguel Angel Manso-Callejo 2018, A Survey of Modelling Trends in Temporal GIS, ACM Computing Surveys (CSUR),ISSN: 0360-0300 vol. 51, no. 2, 30. (JCR indexed, IF:5.55 (2017) 6/103 Computer Science, Theory & methods Q1) doi: 10.1145/3141772
Moreno-Marimbaldo, F.J.,Manso-Callejo, M.A. and Alcarria Garrido, R.: A Methodological Approach to Using Geodesign in Transmission line Projects, Sustainability 2018, V 10 N 8 pp.1-30.(JCR indexed, IF:2.075 (2017) 51/108 Environmental Studies Q2) doi:10.3390/su10082757
Manrique-Sancho, M.T., Avelar, S., Iturrioz-Aguirre, T. and Manso-Callejo, M.A.: Using the spatial knowledge of map users to personalize city maps: A case study with tourists in Madrid, Spain, ISPRS International Journal of Geo-Information 2018, 7(8), pp 1-16 (JCR Indexed, IF: 1,723 33/49 Q3), doi: 10.3390/ijgi7080332
Ramón Alcarria, Borja Bordel, Tomas Robles, Diego Martin, Miguel-Ángel Manso-Callejo, A blockchain-based authorization system for trustworthy resource monitoring and trading in smart communities Sensors 2018, ISSN 1424-8220, vol. 18(10), 3561; (JCR Indexed, IF (2017): 2,475 Q2). doi:10.3390/s18103561.
José Antonio Martín-Jiménez, Santiago Zazo, José Juan Arranz Justel, Pablo Rodríguez-Gonzálvez y Diego González-Aguilera, Road safety evaluation through automatic extraction of road horizontal alignments from Mobile LiDAR System and inductive reasoning based on a decision tree. ISPRS Journal of Photogrammetry and Remote Sensing Volume 146, December 2018, Pages 334-346. doi:
2017
Borja Bordel, Ramón Alcarria, Miguel Ángel Manso, and Antonio Jara, Building enhanced environmental traceability solutions: From Thing-to-Thing communications to Generalized Cyber-Physical Systems Journal of Internet Services and Information Security, ISSN: 2182-2069, Volume 7, Issue 3, August 2017
Siabato, W., Manso-Callejo, MA., Camossi, E. 2017, An Annotated Bibliography on Spatiotemporal Modelling Trends, International Journal of Earth & Environmental Sciences (IJEES),ISSN: 2456-351X vol. 2, no. 2, 135. doi: 10.15344/2456-351X/2017/135
Miguel-Ángel Manso-Callejo, F. Kenneth Chan, Teresa Iturrioz-Aguirre, María-Teresa Manrique-Sancho, Using Bivariate Gaussian Distribution Confidence Ellipses of Lightning Flashes for Efficiently Computing Reliable Large Area Density Maps, IEEE Transactions on Geoscience and Remote Sensing, vol. 55, nº. 8, pp. 4489-4499 ISSN:0196-2892 (JCR indexed, IF:4.942 (2016) 3/29 Remote Sensing Q1). doi:10.1109/TGRS.2017.2692803.
Rufino Perez Gomez, Enrico Feoli, Cecilio Oyonarte, Juan J. Ibanez. Using spatial data mining to analyze area-diversity patterns among soil, vegetation, and climate: A case study from Almeria, Spain GEODERMA. ISSN: 0016-7061. Vol 287.pp 164-169.
Miguel Angel Bernabe Poveda, Maria Ester Gonzalez-campos, Maria Fernanda Leon Pazmino. METHODOLOGY TO EVALUATE THE USABILITY OF THE MAPS VIEWER OF THE ECUADORIAN SDI GEOPORTAL,GEOFOCUS-REVISTA INTERNACIONAL DE CIENCIA Y TECNOLOGIA DE LA INFORMACION GEOGRAFICA. ISSN: 1578-5157. N 19. pp: 109-127
Ayar Rodriguez De Castro, Antonio Vazquez Hoehn, Isabel Rodriguez Chumillas. Métodos y técnicas de análisis toponímico urbano y su aplicación en la ciudad de Toledo. Boletin de la Asociacion de Geografos Espanoles. ISSN: 0212-9426. N 75. pp: 101-126.
Lola Benilda Jimenez Calderon, Antonio Vazquez Hoehne, Jose Yepez-Campoverde. Performance indicators to evaluate Spatial Data Infrastructures. ESTUDIOS GEOGRAFICOS. ISSN: 0014-1496. VOLUMEN: 78. N: 282. pp:165-192.
Jose Juan Arranz Justel, C. A. Leiva, E. Buenano, E. G. chicaiza. Spatial uncertainty of a geoid undulation model in Guayaquil, Ecuador. OPEN GEOSCIENCES. ISSN: 2391-5447. N 1. pp: 255-265.
Teresa Iturrioz Aguirre, Maria Pilar Moreno Regidor, Sandra Martinez Cuevas, X. Tamayo. Visualisation of Cadastral Lineage. IEEE LATIN AMERICA TRANSACTIONS. ISSN: 1548 -0992. Vol: 15. N: 11. pp: 2244-2250.
2016
Ramón Alcarria, Diego Martín, Tomás Robles, Miguel Ángel Manso, "A SPQR-Tree Decomposition Technique for Efficient Cloud Inter-Domain Execution," Journal of Internet Technology, vol. 18, no. 1 , pp. 113-124, Jan. 2017. ISSN 1607-9264 (JCR Indexed, IF:1.93 (2016) 69/142 Q2)
José Pablo Gómez-Barron, Miguel-Ángel Manso-Callejo, Ramón Alcarria-Garrido, Teresa Iturrioz-Aguirre. Volunteered Geographic Information System Design: Project and Participation Guidelines. ISPRS International Journal of Geo-Information 2016, 5(7), 108 (JCR Indexed, IF: 1,502 35/49 Q3), doi: 10.3390/ijgi5070108
Federico-Vladimnir, Miguel-Ángel Manso-Callejo, Pilar Moreno-Regidor and María Teresa Manrique-Sancho. Forecasting short-term solar irradiance based on artificial neural networks and data from neighboring meteorological stations. Solar Energy 2016, vol. 134(C), pp. 119-131 (JCR Indexed, IF: 4,018 Q1 21/92), doi: 10.1016/j.solener.2016.04.020
Jiménez, F.; Serradilla, F. 2016. Intravehicular, Short-and Long-Range Communicacion Information Fusion for Providing Safe Speed Warnings. Sensor. 16-1, pp131-139
2015
Jiménez, F.; Serradilla, F; Román, A.; Naranjo, J. E. Estimación de la Autonomía de un Vehículo Eléctrico según el Estilo de Conducción. Dyna. Mayo 2015. Vol. 90, pp. 294-299. Impact Factor: 0.200. 5 year impact factor: 0.143. ISSN: 0012-7361. Q4 (ENGINEERING, MULTIDISCIPLINARY 82/87).
Anaya, J. J.; Talavera, E.; Jiménez, F.; Serradilla, F.; Naranjo, J. E. Vehicle to Vehicle GeoNetworking using Wireless Sensor Networks. Ad Hoc Networks. Volume 27, April 2015, Pages 133–146. Impact factor en JCR: 1.943. 5 year impact factor: 2.488. ISSN: 1570-8705. Q1. (COMPUTER SCIENCE, INFORMATION SYSTEMS 22/135, TELECOMMUNICATIONS 16/78).
Valle López, Antonio Vázquez, Javier Ruiz Evidence for two stages of compressive deformation in a buried basin of Mercury; Icarus,vol. 254, 18-23
2014
Willington Siabato, Christophe Claramunt, Miguel-Ángel Manso-Callejo, Miguel-Ángel Bernabé-Poveda. TimeBliography: A Dynamic and Online Bibliography on Temporal GIS. Transactions in GIS 2014, vol. 18(6), pp. 799-816 (JCR Indexed, IF: 1,0 Q3), doi: 10.1111/tgis.12080
Federico-Vladimnir, Miguel-Ángel Manso-Callejo, Pilar Moreno-Regidor and Jesús Velasco-Gómez. Spatial Estimation of Sub-Hour Global Horizontal Irradiance Based on Official Observations and Remote Sensors. Sensors 2014, vol. 14(4), 6758-6787; doi:10.3390/s140406758. (JCR Indexed, IF: 2,048 Q1-Q3).
Diaz Alvarez, A., Serradilla Garcia, F., Naranjo, J., Anaya, J., & Jimenez, F. (2014). Modeling the Driving Behavior of Electric Vehicles Using Smartphones and Neural Networks. Intelligent Transportation Systems Magazine, IEEE, 6(3), 44-53.
Jiménez, F., Serradilla, F., Román, A., & Naranjo, J. E. (2014). Bus line classification using neural networks. Transportation Research Part D: Transport and Environment, 30, 32-37. ISSN: 1361-9209. Impact factor: 1.291; 5 year impact factor: 1.801
2013
Federico-Vladimnir Gutierrez, Miguel-Ángel Manso-Callejo and Antonio Vazquez-Hoehne. Assessment of the availability of near-real time open weather data provided by networks of surface stations in Spain . Earth Science Informatics (ESIN) 2013, vol. 6(3), pp 145-163. (JCR Indexed, IF: 0.694 5-years Q4), doi:10.1007/s12145-013-0120-8
Carlos López Vázquez and Miguel-Ángel Manso-Callejo. Point and Curve-Based Geometric Conflation. International Journal of Geographical Information Science (IJGIS) 2013, vol 27(1), pp 192-207. (JCR Indexed, IF: 1.479 Q1-Q2), doi:10.1080/13658816.2012.677537
Ortega, F.; San Juan, J.; Serradilla, F.; Cortés, D. Overlapping Range Images using Genetics Algorithms. International Journal Information Theories and Applications. Vol 20, no. 3, pp. 243-251. 2013. ISSN: 1313-0463.
Monreal, J. Caniego; Martinez, F. San Jose; Marti, J. J. Ibanez; Pérez-Gómez, R . Lacunarity of the Spatial Distributions of Soil Types in Europe VADOSE ZONE JOURNAL Volume: 12 Issue: 3 Published: AUG 2013 DOI: 10.2136/vzj2012.0210. (JCR Indexed, Q2).
Juan José Ibáñez Martí; Ronald Job Vargas; Antonio Vazquez Hoehne. Pedodiversity State of the Art and Future Challenges. Pedodiversity. 1-27, Juan José Ibáñez; James G. Bockheim, University of Wisconsin, Madison, USA, 2013. ISBN 978-14-6658-277-4
2012
Pilar Moreno-Regidor, Jésus García López de Lacalle and Miguel-Ángel Manso-Callejo. Zone Design of Specific Sizes Using Adaptive Additively Weighted Voronoi Diagrams. International Journal of Geographical Information Science (IJGIS) 2012, vol. 26(10), pp. 1811-1829 (JCR Indexed, IF: 1.479 Q1-Q2), doi:10.1080/13658816.2012.655742
Daniela Ballari, Monica Wachowicz, Arnold K Bregt,M.A Manso- Callejo. A mobility constraint model to infer sensor behaviour in forest fire risk monitoring. Computers, Environment and Urban Systems 2012, vol. 36(1), pp. 81-95 (JCR Indexed, IF: 1,520 Q2), doi:10.1016/j.compenvurbsys.2011.06.004"
Naranjo, E.; Jiménez, F.; Serradilla, F. Zato, J. G. Floating Car Data Augmentation based on Infraestructure sensors and Neural Networks. IEEE Transactions on Intelligent Transportation Systems. Vol. 13, no. 1. March 2012. pp. 107-114. JCR: 3,452. Ranking: 13 / 245 en la categoría Engineering, Electrical & Electronic. 1 / 28 en Transportation Science & Technology. 2 / 118 en Civil Engineering.
2011
Jiménez, F.; Gómez, O.; Naranjo, J. E.; Serradilla, F.; López, J. M.; Martín, A. Sistemas Avanzados de Asistencia al Conductor. Revista Informativa del Colegio Oficial de Ingenieros Industriales de Madrid. No. 53. Septiembre / octubre 2011.
2010
Arroyo, A.; Calvo, O.; Serradilla, F. Adaptive Fuzzy Knowledge-Based Systems for Control Metabots' Mobility on Virtual Environments. Expert Systems. 2010. JCR: 0,684. Ranking: 81 / 111 en la categoría Computer Science / Artificial Intelligence.
Bobadilla, J.; Serradilla, F.; Bernal, J. A new collaborative filtering metric that improves the behavior of recommender systems. Knowledge-Based Systems. Volume 23, Issue 6, August 2010, Pages 520-528. JCR: 2,422. Citations: 26. Ranking: 15 / 111 en la categoría Computer Science / Artificial Intelligence.
Gómez, N.; Mingo, L. F.; Bobadilla, J.; Serradilla, F.; Calvo Manzano; J. A. Particle Swarm Optimization models applied to Neural Networks using the R language. WSEAS Transactions on Systems. Issue 2, Volume 9, February 2010. ISSN: 1109-2777. Factor de impacto (SCIMago): 0,312. Acceptance Rate: 9,31%
2009
Miguel-Ángel Manso-Callejo and Miguel-Ángel Bernabé-Poveda 2009. "Geographic Information Implicit Metadata: Characterization of Temporal Cost and Error Types and Rates in Manual Compilation". GeoFocus 2009, vol. 9, pp. 317-336.
Daniela Ballari, Mónica Wachowicz and Miguel-Ángel Manso-Callejo 2009. "Metadata behind the Interoperability of Wireless Sensor Networks". Sensors 2009, vol. 9(5), pp. 3635-3651. (JCR Indexed, IF: 2,048 Q1-Q3)
Miguel-Ángel Manso-Callejo and Mónica Wachowicz 2009. "GIS Design: A Review of Current Issues in Interoperability". Geography Compass, vol. 3(3), pp. 1105-1124. Miguel-Ángel Manso-Callejo, Mónica Wachowicz and Miguel-Ángel Bernabé-Poveda 2009. "Towards an Integrated Model of Interoperability for Spatial Data Infrastructures". Transactions in GIS, vol. 13(1), pp. 43-67 (JCR Indexed, IF: 1,0 Q3).
Bobadilla, J.; Serradilla, F.; Hernando, A. Collaborative filtering adapted to recommender systems of e-learning. Knowledge-Based Systems. 22. pp. 261-265. 2009. JCR: 2,422. Citations: 27. Ranking: 15 / 111 in Computer Science / Artificial Intelligence.
Arroyo, A.; Serradilla, F. Calvo, O. Multimodal Agents in Second Life and the New Agents of Virtual 3D Environments. Lecture Notes in Computer Science; Vol. 5601. pp. 506-516. 2009. ISBN:978-3-642-02263-0. Factor de impacto (SCIMago): 0,332.
Ibanez, J. J.; Perez-Gomez, R.; San Jose Martinez, F. The spatial distribution of soils across Europe: A fractal approach ECOLOGICAL COMPLEXITY Volume: 6 Issue: 3 Pages: 294-301 Published: SEP 2009. DOI: 10.1016/j.ecocom.2009.05.008 . (JCR Indexed, Q1).
Grupo de investigación Mercator
Smart agents | Geomática | TIG | CrowdSourcing | Geomatics | IDE | SIG | IDE | Voluntary Geographic Information | Agentes inteligentes | LBS | Toponimia | GIS | sistemas de recomendación | bigdata espacio-temporal | GIT | Toponymy | LBS | CrowdSourcing | space/time big data | Información Geográfica Voluntaria | recommendation systems