Book Chapters

2019
Antoni Pérez-Navarro, Joaquín Torres-Sospedra, Raul Montoliu, Jordi Conesa, Rafael Berkvens, Giuseppe Caso, Constantinos Costa, Nicola Dorigatti , Noelia Hernández, Stefan Knauth, Elena Simona Lohan, Juraj Machaj, Adriano Moreira, Pawel Wilk Challenges of Fingerprinting in Indoor Positioning and Navigation Geographical and Fingerprinting Data to Create Systems for Indoor Positioning and Indoor/Outdoor Navigation pp. 1-20, 2019. doi
Joaquín Torres-Sospedra, Óscar Belmonte-Fernández, Germán M. Mendoza-Silva, Raul Montoliu, Adrián Puertas-Cabedo, Luis E. Rodríguez-Pupo, Sergio Trilles, Andrea Calia, Mauri Benedito-Bordonau, Joaquín Huerta Lessons Learned in Generating Ground Truth for Indoor Positioning Systems Based on Wi-Fi Fingerprinting Geographical and Fingerprinting Data to Create Systems for Indoor Positioning and Indoor/Outdoor Navigation pp. 45-67, 2019. doi
Raul Montoliu, Emilio Sansano-Sansano, Joaquín Torres-Sospedra, Óscar Belmonte-Fernández IndoorLoc Platform: A Web Tool to Support the Comparison of Indoor Positioning Systems Geographical and Fingerprinting Data to Create Systems for Indoor Positioning and Indoor/Outdoor Navigation pp. 225-247, 2019. doi

Journal publications

48.48%
24.24%
4.55%
4.55%
18.18%
2024
JCR Q2 (2022) Díez-González et al.; Time-based UWB localization architectures analysis for UAVs positioning in industry Ad Hoc Networks (Elsevier) in press, 2024.
Others Potortì, F.; Crivello, A.; Lee, S.; Vladimirov, B.; Park, S.; Chen, Y.; Wang, L.; Chen, R.; Zhao, F.; Zhuge, Y.; Luo, H.; Perez-Navarro, A.; R. Jiménez, A.; Wang, H.; Liang, H.; De Cock, C.; Plets, D.; Cui, Y.; Xiong, Z.; Li, X.; Ding, Y.; Álvarez Franco, F.J.; Aranda Polo, F.J.; Parralejo Rodríguez, F.; Moreira, A.; Pendão, C.; Silva, I.; Ortiz, M.; Zhu, N.; Li, Z.; Renaudin, V.; Wei, D.; Ji, X.; Zhang, W.; Wang, Y.; Ding, L.; Kuang, J.; Zhang, X.; Dou, Z.; Yang, C.; Kram, S.; Stahlke, M.; Mutschler, C.; Coene, S.; Li, C.; Venus, A.; Leitinger, E.; Tertinek, S.; Witrisal, K.; Wang, Y.; Wang, S.; Jin, B.; Zhang, F.; Su, C.; Wang, Z.; Li, S.; Li, X.; Li, S.; Pan, M.; Zheng, W.; Luo, K.; Ma, Z.; Gao, Y.; Chang, J.; Ren, H.; Guo, W.; Torres-Sospedra, J.; Offsite evaluation of localization systems: criteria, systems and results from IPIN 2021-22 competitions IEEE Journal of Indoor and Seamless Positioning and Navigation Vol. 2, 2024. doi
2023
Others Bravenec, T., Torres-Sospedra, J., Gould M. and Fryza T., UJI Probes Revisited: Deeper Dive Into the Dataset of Wi-Fi Probe Requests IEEE Journal of Indoor and Seamless Positioning and Navigation Vol. 1, pp. 221-230, 2023. doi
JCR Q2 (2022 JCI) Silva , I.; Pendão, C.; Torres-Sospedra, J.; Moreira, A. Industrial Environment Multi-Sensor Dataset for Vehicle Indoor Tracking with Wi-Fi, Inertial and Odometry Data MDPI Data 8 (10), 2023. doi
JCR Q1 (2022) Pascacio, P. and Torres-Sospedra, J. and Casteleyn, S. and Lohan, E.S. and Nurmi, J. L/F-CIPS: Collaborative Indoor Positioning for Smartphones With Lateration and Fingerprinting IEEE Sensors Journal Vol.23 (20), 2023. doi
Others Quezada-Gaibor, D.; Klus, L.; Klus, R.; Lohan, E.S.; Nurmi, J.; Valkama, M.; Huerta, J.; and Torres-Sospedra, J. Auto-Encoder Extreme Learning Machine for Fingerprint-Based Positioning: A Good Weight Initialization is Decisive IEEE Journal of Indoor and Seamless Positioning and Navigation Vol. 1, 2023. doi
JCR Q1 (2022) Bravenec, T.; Gould, M.; Fryza, T.; and Torres-Sospedra, J.; Influence of Measured Radio Map Interpolation on Indoor Positioning Algorithms IEEE Sensors Journal Vol.23 (17), 2023. doi
JCR Q1 (2022) Pérez-Navarro, A.; Montoliu, R.; Sansano-Sansano, E.; Martínez-Garcia, M.; Femenia, R.; and Torres-Sospedra, J.; Accuracy of a single position estimate for kNN-based fingerprinting indoor positioning applying error propagation theory IEEE Sensors Journal Vol.23 (16), 2023. doi
JCR Q1 (2022) Klus, L.; Klus, R.; Torres-Sospedra, J.; Lohan, E.S.; Granell, C.; and Nurmi, J. EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets IEEE Transactions on Mobile Computing (in press), 2023. doi
JCR Q1 (2022) Casanova-Marques, R.; Torres-Sospedra, J.; Hajny, J.; and Gould, M. Maximizing privacy and security of collaborative indoor positioning using zero-knowledge proofs Elsevier Internet of Things 22, 2023. doi
JCR Q1 (2022) Torres-Sospedra, J.; Quezada-Gaibor, D.; Nurmi, J.; Koucheryavy, Y.; Lohan, E.S.; Huerta, J. Scalable and Efficient Clustering for Fingerprint-Based Positioning IEEE Internet of Things 10 (4), 2023. doi
2022
JCR Q2 Gutiérrez, J.D.; Jiménez, A.R.; Seco, F.; Álvarez, F.J.; Aguiler, T.; Torres-Sospedra, J.; Melchor, F.; GetSensorData: An extensible Android-based application for multi-sensor data registration SoftwareX (Elsevier) 19, 2022. doi
JCR Q2 (2021) Bellavista-Parent, V.; Torres-Sospedra, J.; Perez-Navarro A.; Comprehensive Analysis of Applied Machine Learning in Indoor Positioning Based on Wi-Fi: An Extended Systematic Review Sensors 22(12), 2022. doi
JCR Q1 Pascacio, P.; Torres-Sospedra, J.; Jimenez, A. R.; Casteleyn, S.; Mobile device-based Bluetooth Low Energy Database for range estimation in indoor environments Scientific Data (Nature) 9 (281), 2022. doi
JCR Q1 Silva, I.; Pendão, C.; Torres-Sospedra, J. and Moreira, A. TrackInFactory: A Tight Coupling Particle Filter for Industrial Vehicle Tracking in Indoor Environments IEEE Transactions on Systems, Man, and Cybernetics: Systems, 52 (7), pp. 4151-4162, 2022. doi

#1/63 in SCIE: AUTOMATION & CONTROL SYSTEMS (2020)


#1/23 in SCIE: COMPUTER SCIENCE, CYBERNETICS (2020)

JCR Q1 Chukhno, N.; Trilles, S.; Torres-Sospedra, J.; Iera A.; and Araniti, G. D2D-based Cooperative Positioning Paradigm for Future Wireless Systems: A Survey IEEE Sensors Journal, 22(6), pp. 5101-5112, 2022. doi
JCR Q1 Potortì, F.; Torres-Sospedra, J.; Quezada-Gaibor, D.; Jiménez, A.R.; Seco, F.; Pérez-Navarro, A.; Ortiz, M.; Zhu, N.; Renaudin, V.; Ichikari, R.; Shimomura, R.; Ohta, N.; Nagae, S.; Kurata, T.; Wei, D.; Ji, X.; Zhang, W.; Kram, S.; Stahlke, M.; Mutschler, C.; Crivello, A.; Barsocchi, P.; Girolami, M.; Palumbo, F.; Chen, R.; Wu, Y.; Li, W.; Yu, Y.; Xu, S.; Huang, L.; Liu, T.; Kuang, J.; Niu, X.; Yoshida, T.; Nagata, Y.; Fukushima, Y.; Fukatani, N.; Hayashida, N.; Asai, Y.; Urano, K.; Ge, W.; Lee, N.T.; Fang, S.H.; Jie, Y.C.; Young, S.R.; Chien, Y.R.; Yu, C.C.; Ma, C.; Wu, B.; Zhang, W.; Wang, Y.; Fan, Y.; Poslad, S.; Selviah, D.R.; Wang, W.; Yuan, H.; Yonamoto, Y.; Yamaguchi, M.; Kaichi, T.; Zhou, B.; Liu, X.; Gu, Z.; Yang, C.; Wu, Z.; Xie, D.; Huang, C.; Zheng, L.; Peng, A.; Jin, G.; Wang, Q.; Luo, H.; Xiong, H.; Bao, L.; Zhang, P.; Zhao, F.; Yu, C.A.; Hung, C.H.; Antsfeld, L.; Chidlovskii, B.; Jiang, H.; Xia, M.; Yan, D.; Li, Y.; Dong, Y.; Silva, I.; Pendão, C.; Meneses, F.; Nicolau, M.J.; Costa, A.; Moreira, A.; Cock, C.D.; Plets, D.; Opiela, M.; Džama, J.; Zhang, L.; Li, H.; Chen, B.; Liu, Y.; Yean, S.; Lim, B.Z.; Teo, W.J.; Lee, B.S.; Oh, H.L. Off-line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences from IPIN 2020 Competition IEEE Sensors Journal, 22(6), pp. 5011-5054, 2022. doi
JCR Q1 Mendoza-Silva, G.; Costa, A. C.; Torres-Sospedra, J.; Painho, M. and Huerta, J. Environment-Aware Regression for Indoor Localization based on WiFi Fingerprinting IEEE Sensors Journal, 22(6), pp. 4978-4888, 2022. doi
JCR Q1 Torres-Sospedra, J.; Richter, P.; Moreira, A.; Mendoza-Silva, G.; Lohan, E.; Trilles, S.; Matey-Sanz, M. and Huerta, J. A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting IEEE Transactions on Mobile Computing, 21 (3), 2022. doi
JCR Q2 Quezada-Gaibor, D.; Torres-Sospedra, J.; Nurmi, J.; Koucheryavy, Y.; Huerta, J. Cloud Platforms for Context-Adaptive Positioning and Localisation in GNSS-Denied Scenarios — A Systematic Review Sensors Vol. 22, 2022. doi
2021
JCR Q1 Ometov, A.; Shubina, V.; Klus, L.; Skibińska, J.; Saafi, S.; Pascacio, P.; Flueratoru, L.; Gaibor, D.; Chukhno, N.; Chukhno, O.; Ali, A.; Channa, A.; Svertoka, E.; Qaim, W.; Casanova-Marqués, R.; Holcer, S.; Torres-Sospedra, J.; Casteleyn, S.; Ruggeri, G.; Araniti, G.; Burget, R.; Hosek, J. and Lohan, E.S. A survey on wearable technology: History, state-of-the-art and current challenges Computer Networks (Elsevier), 193, 2021. doi
JCR Q2 Torres-Sospedra, J.; Martínez-Salvador, B.; Campos Sancho, C. and Marcos, M. Process Model Metrics for Quality Assessment of Computer-Interpretable Guidelines in PROforma Applied Sciences (MDPI), 11(7), 2021. doi
JCR Q1 Marsh-Hunn, D.; Trilles, S.; González-Pérez, A.; Torres-Sospedra, J. and Ramos, F. A comparative study in the standardisation of IoT devices using geospatial web standards IEEE Sensors Journal, 21(4), 2021. doi
JCR Q2 Pascacio, P.; Casteleyn, S.; Torres-Sospedra, J.; Lohan, E. S.; and Nurmi, J. Collaborative Indoor Positioning Systems: A Systematic Review Sensors Vol. 21, 2021. doi

Editor's Choice Article in recognition of the outstanding publication


JCR Q1 Furfari, F.; Crivello, A.; Baronti, P.; Barsocchi, P.; Girolami, M.; Palumbo, F.; Quezada-Gaibor, D.; Mendoza Silva, G. M. and Torres-Sospedra, J. Discovering location based services: A unified approach for heterogeneous indoor localization systems Internet of Things (Elsevier) Vol. 70 -- 100334, 2021. doi
JCR Q1 Mendoza-Silva, G. M.; Torres-Sospedra, J.; Potortì, F.; Moreira, A.; Knauth, S.; Berkvens, R. and Huerta, J. Beyond Euclidean Distance for Error Measurement in Pedestrian Indoor Location IEEE Transactions on Instrumentation & Measurement Vol. 70, 2021. doi
2020
JCR Q1 Trilles, S.; Torres-Sospedra, J.; Belmonte-Fernández, O.; Javier Zarazaga-Soria, F.; González-Pérez, A. and Huerta J. Development of an open sensorized platform in a smart agriculture context: A vineyard support system for monitoring mildew disease Sustainable Computing, Informatics and Systems (Elsevier), 28, 2020. doi
JCR Q2 Potorti, F.; Park, S.; Palumbo, F.; Girolami, M.; Barsocchi, P.; Lee, S.; Torres-Sospedra, J.; Jimenez Ruiz, A. R.; Perez-Navarro, A.; Mendoza-Silva, G. M.; Seco, F.; Ortiz, M.; Perul, J.; Renaudin, V.; Kang, H.; Park, S. Y.; Lee, J. H.; Park, C. G.; Ha, J.; Han, J.; Park, C.; KIM, K.; Lee, Y.; GYE, S.; Lee, K.; Kim, E.; Choi, J.-S.; Choi, Y.-S.; Talwar, S.; Cho, S. Y.; Ben-Moshe, B.; Sansano, E.; Chidlovskii, B.; Kronenwett, N.; Prophet, S.; Landay, Y.; Marbel, R.; Peng, A.; Wu, B.; MA, C.; Poslad, S.; Selviah, D.; Wu, W.; Ma, Z.; Zhang, W.; Wei, D.; Yuan, H.; Jiang, J.-B.; Liu, J.-W.; Su, K.-W.; Leu, J.-S.; Nishiguchi, K.; Bousselham, W.; Uchiyama, H.; Thomas, D.; Shimada, A.; Taniguchi, R.-I.; Cortés, V.; Lungenstrass, T.; Ashraf, I.; Lee, C.; Usman Ali, M.; Im, Y.; Kim, G.; Eom, J.; Hur, S.; Park, Y.; Opiela, M.; Moreira, A.; Nicolau, M. J.; Pendão, C.; Silva, I.; Meneses, F.; Costa, A.; Trogh, J.; Plets, D.; Chien, Y.-R.; Chang, T.-Y.; Fang, S.-H.; Tsao, Y. The IPIN 2019 Indoor Localisation Competition - Description and Results IEEE Access Vol. 8, pp. 206674-206718, 2020. doi
Others Aranda, F.J.; Parralejo, F.; Álvarez, F.; Torres-Sospedra, J. Multi-Slot BLE Raw Database for Accurate Positioning in Mixed Indoor/Outdoor Environments Data Vol. 5(3), 2020. doi
JCR Q1 Khandker, J.; Torres-Sospedra, J.; Ristaniemi, T. Analysis of Received Signal Strength Quantization in Fingerprinting Localization Sensors Vol. 20(11), 2020. doi
2019
JCR Q1 Mendoza-Silva, G. M.; Torres-Sospedra, J.; and Huerta, J. A Meta-Review of Indoor Positioning Systems Sensors Vol. 19(20), 2019. doi
JCR Q1 Renaudin, V.; Ortiz, M.; Perul, J.; Torres-Sospedra, J.; Ramón Jimenez, A.; Pérez-Navarro, A.; Martín Mendoza-Silva, G.; Seco, F.; Landau, Y.; Marbel, R.; Ben-Moshe, B.; Zheng, X.; Ye, F.; Kuang, J.; Li, Y.; Niu, X.; Landa, V.; Hacohen, S.; Shvalb, N.; Lu, C.; Uchiyama, H.; Thomas, D.; Shimada, A.; Taniguchi, R.; Ding, Z.; Xu, F.; Kronenwett, N.; Vladimirov, B.; Lee, S.; Cho, E.; Jun, S.; Lee, C.; Park, S.; Lee, Y.; Rew, J.; Park, C.; Jeong, H.; Han, J.; Lee, K.; Zhang, W.; Li, X.; Wei, D.; Zhang, Y.; Park, S. Y.; Park, C. G.; Knauth, S.; Pipelidis, G.; Tsiamitros, N.; Lungenstrass, T.; Pablo Morales, J.; Trogh, J.; Plets, D.; Opiela, M.; Shih-Hau Fang Tsao, Y.; Chien, Y.-R.; Yang, S.-S.; Ye, S.-J.; Ali, M. U.; Hur, S.; and Park, Y. Evaluating Indoor Positioning Systems in a Shopping Mall: The Lessons Learned from the IPIN 2018 Competition IEEE Access Vol. 7, pp. 148594-148628, 2019. doi
JCR Q1 Sansano, E.; Montoliu, R.; Belmonte, O.; Torres-Sospedra, J. Indoor Positioning and Fingerprinting: The R Package ipft The R Journal Vol. 11(1), 2019. doi
Others Torres-Sospedra, J. and Nebot, P. Combining Satellite Images and Cadastral Information for Outdoor Autonomous Mapping and Navigation: A Proof-of-Concept Study in Citric Groves Algorithms Vol. 12(2019), 2019. doi
JCR Q3 Mendoza-Silva, G. M.; Gould, M.; Montoliu, R.; Torres-Sospedra, J. and Huerta, J. An Occupancy Simulator for a Smart Parking System: Developmental Design and Experimental Considerations ISPRS International Journal of Geo-Information Vol. 2(2019), 2019. doi
JCR Q2 Santa, F.; Henriques, R.; Torres-Sospedra, J. and Pebesma E. A Statistical Approach for Studying the Spatio-Temporal Distribution of Geolocated Tweets in Urban Environments Sustainability Vol. 11(3), 2019. doi
JCR Q2 Khandker, J.; Torres-Sospedra, J.; Ristaniemi, T. Improving RF Fingerprinting methods by Means of D2D Communication Protocol Electronics Vol. 8(2019), 2019. doi
Others Mendoza-Silva, G.; Matey-Sanz, M.; Torres-Sospedra, J.; Huerta, J. BLE RSS Measurements Dataset for Research on Accurate Indoor Positioning Data Vol. 4(2019), 2019. doi
2018
JCR Q3 Ramos, F.; Trilles, S.; Torres-Sospedra, J.; Perales, F. J. New trends in using Augmented Reality Apps for Smart City Contexts ISPRS International Journal of Geo-Information Vol. 7(2018), 2018. doi
JCR Q1 Belmonte, O.; Montoliu, R.; Torres-Sospedra, J.; Sansano-Sansano, E.; & Chia, D. A radiosity-based method to avoid calibration for Indoor Positioning Systems Expert Systems with Applications Vol. 105, pp. 89-101, 2018. doi
JCR Q2 Llido Escrivá, D. M.; Torres-Sospedra, J. and Berlanga, R. Smart Outdoor Light Desktop Central Management System IEEE Intelligent Transportation Systems Magazine Vol. 10(2) Summer, 2018. doi
JCR Q1 Torres-Sospedra, J.; Jiménez, A. R.; Moreira, A.; Lungenstrass, T.; Lu, W.-C.; Knauth, S.; Mendoza-Silva, G.M.; Seco, F.; Perez-Navarro, A.; Nicolau, M.J.; Costa, A.; Meneses, F.; Farina, J.; Morales, J.P.; Lu, W.-C.; Cheng, H.-T.; Yang, S.-S.; Fang, S.-H.; Chien, Y.-R. and Tsao, Y. Off-line evaluation of mobile-centric Indoor Positioning Systems: the experiences from the 2017 IPIN competition Sensors Vol. 18(2), 2018. doi
Others Mendoza-Silva, G.; Richter, P.; Torres-Sospedra, J.; Lohan, E.S.; Huerta, J. Long-Term WiFi Fingerprinting Dataset for Research on Robust Indoor Positioning Data Vol. 3(1), 2018. doi
2017
JCR Q2 Torres-Sospedra, J. and Moreira, A. Analysis of sources of large positioning errors in deterministic fingerprinting Sensors Vol. 17(12), 2017. doi
JCR Q2 Potortì, F.; Park, S.; Jiménez Ruiz, A.R.; Barsocchi, P.; Girolami, M.; Crivello, A.; Lee, S.Y.; Lim, J.H.; Torres-Sospedra, J.; Seco, F.; Montoliu, R.; Mendoza-Silva, G.M.; Pérez Rubio, M.D.C.; Losada-Gutiérrez, C.; Espinosa, F.; Macias-Guarasa, J. Comparing the Performance of Indoor Localization Systems through the EvAAL Framework Sensors Vol. 17(10), 2017. doi
Others Lohan, E.S.; Torres-Sospedra, J.; Leppäkoski, H.; Richter, P.; Peng, Z.; Huerta, J. Wi-Fi Crowdsourced Fingerprinting Dataset for Indoor Positioning Data Vol. 2(4), 2017. doi
JCR Q1 Trilles, S.; Calia, A.; Belmonte, O.; Torres-Sospedra, J.; Montoliu, R.; Huerta, J. Deployment of an open sensorized platform in a smart city context Future Generation Computer Systems Vol. 76, pp. 221-233, 2017. doi
JCR Q4 Torres-Sospedra, J.; Belmonte, O.; Montoliu, R.; Trilles, S. & Calia, A., In-home monitoring system based on WiFi fingerprints for Ambient Assisted Living Journal of Ambient Intelligence and Smart Environments, Vol. 9(5), pp. 543-560, 2017. doi
JCR Q2 Torres-Sospedra, J.; Jiménez, A.; Knauth, A.; Moreira, A.; Beer, Y.; Fetzer, T.; Ta, V.-C.; Montoliu, R.; Seco, F.; Mendoza, G.; Belmonte, O.; Koukofikis, A.; Nicolau, M.J.; Costa, A.; Meneses, F.; Ebner, F.; Deinzer, F.; Vaufreydaz, D.; Dao, T.-K.; and Castelli, E. The Smartphone-based Off-Line Indoor Location Competition at IPIN 2016: Analysis and Future work Sensors Vol. 17(3), 2017. doi
JCR Q2 Belmonte, O.; Puertas-Cabedo, A.; Torres-Sospedra, J.; Montoliu, R.; Trilles, S. An Indoor Positioning System based on wearables for Ambient Assisted Living Sensors Vol. 17(1), 2017. doi
JCR Q4 Torres-Sospedra, J.; Moreira, A.; Knauth, S.; Berkvens, R.; Montoliu, R.; Belmonte, O.; Trilles, S.; Nicolau, M.J.; Meneses, F.; Costa, A.; Koukofikis, A.; Weyn, M.; & Peremans, H. A Realistic Evaluation of Indoor Positioning Systems Based on Wi-Fi Fingerprinting: The 2015 EvAAL-ETRI Competition Journal of Ambient Intelligence and Smart Environments Vol. 9, pp. 263-279, 2017. doi
2016
JCR Q4 Torres-Sospedra, J.; Montoliu, R.; Mendoza, G.; Belmonte, O.; Rambla, D. & Huerta, J. Providing Databases for Different Indoor Positioning Technologies: Pros and Cons of Magnetic field and Wi-Fi based Positioning Mobile Information Systems Vol. 2016, 2016. doi
JCR Q3 SC Aguilar-Moreno, E.; Montoliu, R. & Torres-Sospedra, J. Tecnologías de posicionamiento en interiores al servicio de una biblioteca universitaria: hacia la Smart Library Profesional de la Información Vol. 25(2), pp. 295-302, 2016. doi
2015
JCR Q1 Torres-Sospedra, J.; Montoliu, R.; Trilles, S.; Belmonte, O. & Huerta, J. Comprehensive Analysis of Distance and Similarity Measures for Wi-Fi Fingerprinting Indoor Positioning Systems Expert Systems with Applications Vol. 42(23), pp. 9263-9278, 2015. doi
JCR Q1 Torres-Sospedra, J.; Avariento, J.; Rambla, D.; Montoliu, R.; Casteleyn, S.; Benedito-Bordonau, M.; Gould, M. & Huerta, J. Enhancing Integrated Indoor/Outdoor Mobility in a Smart Campus International Journal of Geographical Information Science Vol. 29(11), pp. 1955-1968, 2015. doi
JCR Q2 Montoliu, R.; Martín-Félez, R.; Torres-Sospedra, J. & Martinez-Usó, A. Team Activity Recognition in Association Football using a Bag-of-Words-based Method Human Movement Science Vol. 41, pp. 165-178, 2015. doi
JCR Q1 Trilles, S.; Luján, A.; Belmonte, Ó.; Montoliu, R.; Torres-Sospedra, J. & Huerta, J. SEnviro: a sensorized platform proposal using open hardware and open standards Sensors Vol. 15(3), pp. 5555-5582, 2015. doi
JCR Q1 Montoliu, R.; Martín-Félez, R.; Torres-Sospedra, J. & Rodriguez-Pérez, S. ATM-based Analysis and Recognition of Handball Team Activities Neurocomputing Vol. 150, pp. 189-199, 2015. doi
2014
JCR Q1 Torres-Sospedra, J. & Nebot, P. Two-stage procedure based on smoothed ensembles of neural networks applied to weed detection in orange groves Biosystems Engineering Vol. 123, pp. 40-55, 2014. doi
2013
JCR Q1 Fernández-Breis, J. T.; Maldonado, J. A.; Marcos, M.; del Carmen Legaz-Garcí­a, M.; Moner, D.; Torres-Sospedra, J.; Esteban-Gil, A.; Martí­nez-Salvador, B. & Robles, M. Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts Journal of the American Medical Informatics Association Vol. 20, pp. e288-e296, 2013. doi
2011
JCR Q1 Nebot, P.; Torres-Sospedra, J. & Martí­nez, R. J. A New HLA-Based Distributed Control Architecture for Agricultural Teams of Robots in Hybrid Applications with Real and Simulated Devices or Environments Sensors Vol. 11, pp. 4385-4400, 2011. doi
JCR Q1 Torres-Sospedra, J. & Nebot, P. A New Approach to Visual-Based Sensory System for Navigation into Orange Groves Sensors Vol. 11, pp. 4086-4103, 2011. doi
2005
Others Hernández-Espinosa, C.; Torres-Sospedra, J. & Fernández-Redondo, M. New Experiments on Ensembles of MF International Journal of Information Technology Vol. 11, pp. 10-19, 2005.
Others Torres-Sospedra, J.; Fernández-Redondo, M. & Hernández-Espinosa, C. Combination Methods for Ensembles of Multilayer Feedforward WSEAS Transactions on Systems Vol. 4, pp. 474-479, 2005.
Others Hernández-Espinosa, C.; Torres-Sospedra, J. & Fernández-Redondo, M. Combination Methods for Ensembles of RBF Networks WSEAS Transactions on Circuits and Systems Vol. 4, pp. 389-394, 2005.
Others Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Ensembles of Multilayer Feedforward: A New Comparison WSEAS Transactions on Systems Vol. 4, pp. 468-473, 2005.

Conference publications

14.75%
13.93%
23.77%
40.16%
7.38%
2023
Core C Matey-Sanz, M.; Torres-Sospedra, J.; González-Pérez, A.; Casteleyn, S.; and Granell, C. Analysis and Impact of Training Set Size in Cross-Subject Human Activity Recognition Pattern Recognition, Image Analysis, Computer Vision, and Applications (CIARP 2023), Lecture Notes in Computer Science, vol 14469, 2023. doi
Core C Brunello, A.; Montanari, A.; Saccomanno, N.; and Torres-Sospedra, J. High-Performance Features in Generalizable Fingerprint-based Indoor Positioning Proceedings of the 20th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, 2023.
Core C Aranda-Polo, F.J.; Parralejo, F.; Aguilera-Benítez, T.; Álvarez-Franco, F.J.; and Torres-Sospedra, J. RSS Channel-Based Integration for BLE Fingerprinting Positioning Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023.
Core C Lluva-Plaza, S.; Torres-Sospedra, J.; Garcia, J.J.; Villadangos, J.M.; and Jimenez-Martín, A. Unsupervised Analysis of Daily Routine Evolution for Elderly People Using Room-Level Localisation Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023.
Core C Bravenec, T.; Torres-Sospedra, J.; Gould, M.; and Fryza, T. UJI Probes: Dataset of Wi-Fi Probe Requests Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023. [arxiv pre-print]
Core C Díez-González, J.; Verde, P.; Ferrero-Guillén, R.; Martínez-Gutiérrez, A.; Álvarez, R.; Perez, H.; and Torres-Sospedra, J. Asynchronous time-based proposal for the positioning of UAVs for indoor TV filming Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023.
Core C Matey, M.; Torres-Sospedra, J.; and Moreira, A. Temporal Stability on Human Activity Recognition based on Wi-Fi CSI Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023.
Core C Pendão, C.; Silva, I.; Moreira, A.; Aranda-Polo, F.J.; and Torres-Sospedra, J. Towards Quality Wi-Fi Synthetic Data for Indoor Positioning Evaluation Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023.
Core C Silva, I.; Pendão, C.; Torres-Sospedra, J.; and Moreira, A. Overcoming Radio Map Degradation in Wi-Fi-based Positioning Systems Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023.
Core C Torres-Sospedra, J.; Pendão, C.; Silva, I.; Meneses, F.; Quezada-Gaibor, D.; Montoliu, R.; Crivello, A.; Barsocchi, P.; Perez-Navarro, A.; and Moreira, A. Let's Talk about k-NN for Indoor Positioning: Myths and Facts in RF-based Fingerprinting Proceedings of the Thirdteenth International Conference on Indoor Positioning and Indoor Navigation, 2023.
Others Kumar, R.; Torres-Sospedra, J.; Chaurasiya, V.K.; Datasets for Indoor Positioning with Single-AP Wi-Fi Fingerprinting Proceedings of the 2023 International Conference on Localization and GNSS (ICL-GNSS), WIPHAL 2023 Work-in-Progress in Hardware and Software for Location Computation 2023 , 2023. url
2022
Core B Ramires, M.; Torres-Sospedra, J.; Moreira, A. Accurate and Efficient Wi-Fi Fingerprinting-based Indoor Positioning in Large Areas Proceedings of the 2022 IEEE 96th Vehicular Technology Conference: (VTC2022-Fall) , 2022. doi
Others Montoliu, R.; Perez-Navarro, A.; Torres-Sospedra, J.; Efficient tuning of kNN hyperparameters for indoor positioning with N-TBEA Proceedings of the Twelfth International Conference on Indoor Positioning and Indoor Navigation, 2022. doi
Core C Quezada-Gaibor, D.; Torres-Sospedra, J.; Nurmi, J.; Koucheryavy, Y.; Huerta, J.; SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning Proceedings of the Twelfth International Conference on Indoor Positioning and Indoor Navigation, 2022. doi [arxiv pre-print]
Core C Bravenec, T.; Torres-Sospedra, J.; Gould, M.; Fryza, T.; What Your Wearable Devices Revealed About You and Possibilities of Non-Cooperative 802.11 Presence Detection During Your Last IPIN Visit Proceedings of the Twelfth International Conference on Indoor Positioning and Indoor Navigation, 2022. doi [arxiv pre-print]
Others Bravenec, T.; Torres-Sospedra, J.; Gould, M.; Fryza, T.; Exploration of User Privacy in 802.11 Probe Requests with MAC Address Randomization Using Temporal Pattern Analysis Proceedings of the 17th International Conference on Location Based Services (LBS), 2022. [arxiv pre-print]
Core B Pascacio, P.; Torres-Sospedra, J.; Casteleyn, S.; Lohan, E.S.; A Collaborative Approach Using Neural Network for BLE-RSS Lateration-Based Indoor Positioning Proceedings of the 2022 International Joint Conference on Neural Networks (IJCNN) co-located at the IEEE World Congress on Computational Intelligence 2022 (WCCI 2022) , 2022. doi [arxiv pre-print]
Workshop Quezada-Gaibor, D.; Klus, Lucie; Torres-Sospedra, J.; Lohan, E.S.; Nurmi J.; Granell, C. and Huerta J.; Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets Proceedings of the 2nd International Workshop on ALgorithms for Indoor Architectures and Systems (ALIAS) , 2022. doi [arxiv pre-print]
Others Klus, Lucie; Quezada-Gaibor, D.; Torres-Sospedra, J.; Lohan, E.S.; Granell, C. and Nurmi J.; Towards Accelerated Localization Performance Across Indoor Positioning Datasets Proceedings of the 2022 International Conference on Localization and GNSS (ICL-GNSS) , 2022. doi [arxiv pre-print]
Others Quezada-Gaibor, D.; Torres-Sospedra, J.; Nurmi, J.; Koucheryavy, Y.; Huerta, J.; Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification Proceedings of the 2022 International Conference on Localization and GNSS (ICL-GNSS) , 2022. doi [arxiv pre-print]
Others Torres-Sospedra, J.; Aernouts, M.; Moreira, A.; Berkvens, R.; LoRaWAN Fingerprinting with K-Means: the Relevance of Clusters Visual Inspection in ICL-GNSS 2022 WiP Proceedings co-located with 12th International Conference on Localization and GNSS (2022), 2022. link
2021
Core B Pascacio, P.; Torres-Sospedra, J.; Casteleyn, S. A Lateration Method based on Effective Combinatorial Beacon Selection for Bluetooth Low Energy Indoor Positioning Proceedings of the 17th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) , 2021. doi
Core C Rodriguez-Martinez, C.; Torres-Sospedra, J.; Revisiting the Analysis of Hyperparameters in k-NN for Wi-Fi and BLE Fingerprinting: Current Status and General Results Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C Silva, I.; Pendão, C.; Torres-Sospedra, J.; Moreira, A.; Quantifying the Degradation of Radio Maps in Wi-Fi Fingerprinting Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C Pendão, C.; Silva, I.; Moreira, A.; Torres-Sospedra, J.; Dioptra – A Data Generation Application for Indoor Positioning Systems Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C Bellavista-Parent, V.; Torres-Sospedra, J.; Perez-Navarro, A.; New trends in indoor positioning based on WiFi and machine learning: A systematic review Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C Quezada-Gaibor, D.; Torres-Sospedra, J.; Nurmi, J.; Koucheryavy, Y.; Huerta, J.; Lightweight Wi-Fi Fingerprinting with a Novel RSS Clustering Algorithm Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C de Brouwer, R.; Torres-Sospedra, J.; Trilles, S.; Berkvens, R.; Optimal Receivers Location for Passive Indoor Positioning based on BLE WiP Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. paper
Core C Aranda-Polo, F. J.; Parralejo, F.; Aguilera, T.; Benítez, Álvarez-Franco, F. J.; Torres-Sospedra, J.; Finding Optimal BLE Configuration for Indoor Positioning with Consumption Restrictions Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C Klus, R.; Klus, L.; Talvitie, J.; Pihlajasalo, J.; Torres-Sospedra, J.; Valkama, M.; Transfer Learning for Convolutional Indoor Positioning Systems Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C Torres-Sospedra, J.; Silva, I.; Klus, L.; Quezada-Gaibor, D.; Crivello, A.; Barsocchi, P.; Pendão, C.; Lohan, S.; Nurmi, J.; Moreira, A.; Towards Ubiquitous Indoor Positioning: Comparing Systems across Heterogeneous Datasets Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core C Jurado, E.; Trilles, S.; Perez-Navarro, A.; Torres-Sospedra, J.; A low-cost control occupancy solution using a Time-of-Flight ranging sensor laser WiP Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. paper
Core C Jimenez, A.; Miranda, I.; García, J. J.; Torres-Sospedra, J.; Lluva-Plaza, S.; Gualda-Gómez, D.; Affinity Propagation Clustering for Older Adults Daily Routine Estimation Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation, 2021. doi
Core B Casanova-Marques, R.; Pascacio, P.; Hajny, J.; Torres-Sospedra, J. Anonymous Attribute-based Credentials in Collaborative Indoor Positioning Systems Proceedings of the 18th International Conference on Security and Cryptography - SECRYPT, ISBN 978-989-758-524-1, pages 791-797, 2021. doi
Others Pascacio, P.; Casteleyn, S.; Torres-Sospedra, J. Smartphone Distance Estimation Based on RSSI-Fuzzy Classification Approach Proceedings of the 2021 International Conference on Localization and GNSS (ICL-GNSS), 2021. doi
Core B Torres-Sospedra, J.; Aranda, F.J.; Álvarez, F.J.; Quezada-Gaibor, D.; Silva, I.; Pendão, C.; Moreira, A. Ensembling Multiple Radio Maps with Dynamic Noise in Fingerprint-based Indoor Positioning Proceedings of the 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 2021. doi
Core B Mendoza-Silva G.M.; Torres-Sospedra, J.; Huerta, J. Local-level Analysis of Positioning Errors in Wi-Fi Fingerprinting Proceedings of the 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 2021. doi
2020
Others Quezada-Gaibor, D.; Klus, Lucie; Torres-Sospedra, J.; Lohan, E.S.; Nurmi J. and Huerta, J. Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices Proceedings of the Twelfth International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT), 2020. doi

ICUMT - Best Student Paper Award

Others Klus, Lucie; Quezada-Gaibor, D.; Torres-Sospedra, J.; Lohan, E.S.; Granell, C. and Nurmi J. RSS Fingerprinting Dataset Size Reduction Using Feature-Wise Adaptive k-Means Clustering Proceedings of the Twelfth International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT), 2020. doi
Others Torres-Sospedra, J.; Quezada-Gaibor, D.; Mendoza-Silva, G. M.; Nurmi, J.; Koucheryavy, Y. and Huerta, J. New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting Proceedings of the Tenth International Conference on Localization and GNSS (ICL-GNSS), 2020. doi
Others Holcer, S.; Torres-Sospedra, J.; Gould, M. and Remolar, I. Privacy in Indoor Positioning Systems: A Systematic Review Proceedings of the Tenth International Conference on Localization and GNSS (ICL-GNSS), 2020. doi
Others Karmacharya, A.; Mendoza Silva, G. M. and Torres-Sospedra, J. Sensor Fusion and Well Condition Triangle Approach for BLE-based Indoor Positioning WiP Proceedings of the Tenth International Conference on Localization and GNSS (ICL-GNSS), 2020. link
Others Abdlamajud Qafisheh, M. W.; Martín Furones, A. and Torres-Sospedra, J. Support Vector Regression Machine Learning Tool to Predict GNSS Clock Corrections in Real-Time PPP Technique WiP Proceedings of the Tenth International Conference on Localization and GNSS (ICL-GNSS), 2020. link
2019
Others Jiménez-Ruiz, A. R.; Seco, F.; and Torres-Sospedra, J. Tools for smartphone multi-sensor data registration and GT mapping for positioning applications Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation, 2019. doi
Others Li, K.-L.; Zlatanova, S.; Torres-Sospedra, J.; Perez-Navarro, A.; Laoudias, C.; and Moreira, A. Survey on Indoor Map Standards and Formats Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation, 2019. doi
Others Rojo, J.; Mendoza-Silva, G. M.; Ristow, G.; Laiapea, J.; Parrello, G.; Simó, A.; Stupin, L.; Minican, D.; Farrés, M.; Corvalán, C.; Unger, F.; Marín-López, S.; Soteras, I.; Castejón-Bravo, D.; and Torres-Sospedra, J. Machine Learning applied to Wi-Fi fingerprinting: The experiences of the Ubiqum Challenge Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation, 2019. doi
Others Torres-Sospedra, J.; Moreira, A.; Mendoza-Silva, G. M.; Nicolau, M. J.; Matey-Sanz, M.; Silva, I.; Huerta, J.; and Pendão, C. Exploiting Different Combinations of Complementary Sensor's data for Fingerprint-based Indoor Positioning in Industrial Environments Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation, 2019. doi
Others Palinggi, D. A.; Ramos, F.; Torres-Sospedra, J.; Trilles, S.; and Huerta, J. Using Weather Condition and Advanced Machine Learning Methods to Predict Soccer Outcome Accepted Short Papers and Posters from the 22nd AGILE Conference on Geo-information Science. Cyprus University of Technology 17-20 June 2019, Limassol, Cyprus. ISBN 978-90-816960-9-8, Publisher: Stichting AGILE, 2019. link
2018
Others Torres-Sospedra, J.; Richter, P.; Mendoza-Silva, G.M.; Lohan, E.S.; and Huerta, J. Characterising the Alteration in the AP Distribution with the RSS Distance and the Position Estimates Proceedings of the Ninth International Conference on Indoor Positioning and Indoor Navigation, 2018. doi
Others Perez-Navarro, A.; Montoliu, R.; Torres-Sospedra, J.; and Conesa, J. Magnetic field as a characterization of wide and narrow spaces in a real challenging scenario using Dynamic Time Warping Proceedings of the Ninth International Conference on Indoor Positioning and Indoor Navigation, 2018. doi
Others Montoliu, R.; Belmonte, O.; Sansano, E.; and Torres-Sospedra, J. A new methodology for long-term maintenance of WiFi fingerprinting radio maps Proceedings of the Ninth International Conference on Indoor Positioning and Indoor Navigation, 2018. doi
Others Mendoza-Silva, G. M.; Torres-Sospedra, J.; & Huerta, J. Locations Selection for Periodic Radio Map Update in WiFi Fingerprinting Proceedings of the Fourteenth Conference on Location Based Services, 2018. doi
2017
Others Santa, F.;, Henriques, R.;, Torres-Sospedra, J.; and Pebesma, E. Spatio–temporal point patterns analysis of geolocated tweets to characterise urban dynamics Spatial Statistics 2017 - One World: One Health, 2017. [Abstract]
Others Montoliu, R.;, Sansano, E.;, Torres-Sospedra, J.; and Belmonte, O. IndoorLoc Platform: A Public Repository for Comparing and Evaluating Indoor Positioning Systems Proceedings of the Eighth International Conference on Indoor Positioning and Indoor Navigation, 2017. doi [Candidate IPIN 2017 best paper]
Others Sansano, E.;, Montoliu, R.; and Torres-Sospedra, J. A Novel Methodology to Estimate a Measurement of the Inherent Difficulty of an Indoor Localization Radio Map Proceedings of the Eighth International Conference on Indoor Positioning and Indoor Navigation, 2017. doi
Others Moreira, A.; Silva, I.; Meneses, F.; Nicolau, M.J.; Pendão, C.; Torres-Sospedra, J. Multiple simultaneous Wi-Fi measurements in fingerprinting indoor positioning Proceedings of the Eighth International Conference on Indoor Positioning and Indoor Navigation, 2017. doi
Others Mendoza-Silva, G.M.;, Torres-Sospedra, J.; and Huerta, J. A More Realistic Error Distance Calculation for WiFi Indoor Positioning Systems Accuracy Evaluation Proceedings of the Eighth International Conference on Indoor Positioning and Indoor Navigation, 2017. doi
2016
Others Mendoza-Silva, G. M.; Rodriguez-Pupo, L. E.; Torres-Sospedra, J.; Huerta, J. Solutions for signal mapping campaigns of Wi-Fi networks Proceedings of the VII Jornadas Ibéricas de Infraestructuras de Datos Espaciales, 2016.
Others Mendoza-Silva, G. M.; Torres-Sospedra, J.; Huerta, J.; Montoliu, R.; Benitez, F.; & Belmonte, O. Situation Goodness Method for Weighted Centroid-based Wi-Fi APs Localization Proceedings of the Thirdteenth Conference on Location Based Services, 2016. doi
Others Montoliu, R., Torres-Sospedra, J.; & Belmonte, O. Magnetic Field based Indoor Positioning Using the Bag of Words Paradigm Proceedings of the Seventh International Conference on Indoor Positioning and Indoor Navigation, 2016. doi
Others Torres-Sospedra, J.; Mendoza-Silva, G. M.; Montoliu, R.; Belmonte, O.; Benitez, F.; & Huerta, J. Ensembles of Indoor Positioning Systems Based on Fingerprinting: Simplifying Parameter Selection and Obtaining Robust Systems Proceedings of the Seventh International Conference on Indoor Positioning and Indoor Navigation, 2016. doi
Others Torres-Sospedra, J.; Belmonte, O.; Montoliu, R.; Trilles, S. & Calia, A., How feasible is WiFi fingerprint-based indoor positioning for in-home monitoring? Proceedings of the 12th International Conference on Intelligent Environment, 2016. doi
2015
Workshops Torres-Sospedra, J.; Ana Sanchís, A.; Mauri Benedito-Bordonau, M.; Gould, M. & Huerta, J. SmartUJI: A Platform for SmartCampus Applications Proceedings of the Second Smart University Workshop, 2015.
Others Potortì, F.; Barsocchi, P.; Girolami, M.; Torres-Sospedra, J. & Montoliu, R. Evaluating Indoor Localization Solutions in Large Environments Through Competitive Benchmarking: The EvAAL-ETRI Competition Proceedings of the Sixth Conference on Indoor Positioning and Indoor Navigation, 2015. doi
Others Torres-Sospedra, J.; Rambla, D.; Montoliu, R.; Belmonte, O. & Huerta, J. UJIIndoorLoc-Mag: A New Database for Magnetic Field-Based Localization Problems Proceedings of the Sixth Conference on Indoor Positioning and Indoor Navigation, 2015. doi
2014
Others Garcia-Martí­, I.; Torres-Sospedra, J.; Rodriguez-Pupo, L. E. & Huerta, J. A comparative study on VGI and professional noise data In proceedings of the 17th AGILE Conference on Geographic Information Science, 2014.
Workshops Marcos, M.; Torres-Sospedra, J. & Martínez-Salvador, B. Assessment of Clinical Guideline Models Based on Metrics for Business Process Models Proceedings of the 6th International Workshop on Knowledge Representation for Health Care, Lecture Notes in Artificial Intelligence, Vol. 8903, pp. 111-120, 2014. doi
Others Torres-Sospedra, J.; Montoliu, R.; Martínez-Usó, A.; Avariento, J. P.; Arnau, T. J.; Benedito-Bordonau, M. & Huerta, J. UJIIndoorLoc: A New Multi-building and Multi-floor Database for WLAN Fingerprint-based Indoor Localization Problems Proceedings of the Fifth Conference on Indoor Positioning and Indoor Navigation, pp. 261-270, 2014. doi
2012
Others Nebot, P.; Torres-Sospedra, J. & Recatala, G. Using Neural Networks for Maintenance Tasks in Agriculture: Precise Weed Detection Proceedings of the International Conference of Agricultural Engineering CIGR-Ageng 2012, 2012.
2011
Others A Case Study on Agriture: Distributed HLA-Based Architecture for Agricultural Robotics Nebot, P.; Torres-Sospedra, J. & Martínez, R. Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence. Advances in Intelligent and Soft Computing, Vol. 91, pp. 353-360, 2011. doi
Others Torres-Sospedra, J. & Nebot, P. Visual Outdoor Path Planner for Orange Groves Based on Ensembles of Neural Networks Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Vol. 2, pp. 223-228, 2011.
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Improving Boosting Methods by Generating Specific Training and Validation Sets Proceedings of the International Conference on Neural Information Processing, Part II. Lecture Notes in Computer Science, Vol. 7063, pp. 580-587, 2011. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Using Bagging and Cross-Validation to improve ensembles based on Penalty terms Proceedings of the International Conference on Neural Information Processing, Part II. Lecture Notes in Computer Science, Vol. 7063, pp. 588-595, 2011. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Introducing reordering algorithms to classic well-known ensembles to improve their performance Proceedings of the International Conference on Neural Information Processing, Part II. Lecture Notes in Computer Science, Vol. 7063, pp. 572-579, 2011. doi
2008
Workshops Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Decision Fusion on Boosting Ensembles Artificial Neural Networks in Pattern Recognition. Third IAPR Workshop, ANNPR 2008 Paris, France, July 2-4, 2008 Proceedings Lecture Notes in Artificial Intelligence, Vol. 5064, pp. 157-167, 2008. doi
Workshops Fernández-Redondo, M.; Torres-Sospedra, J. & Hernández-Espinosa, C. The Mixture of Neural Networks as Ensemble Combiner Artificial Neural Networks in Pattern Recognition. Third IAPR Workshop, ANNPR 2008 Paris, France, July 2-4, 2008 Proceedings Lecture Notes in Artificial Intelligence, Vol. 5064, pp. 168-179, 2008. doi
Workshops Hernández-Espinosa, C.; Torres-Sospedra, J. & Fernández-Redondo, M. Researching on Multi-net systems based on Stacked Generalization Artificial Neural Networks in Pattern Recognition. Third IAPR Workshop, ANNPR 2008 Paris, France, July 2-4, 2008 Proceedings Lecture Notes in Artificial Intelligence, Vol. 5064, pp. 193-204, 2008. doi
Core B Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. New Results on Combination Methods for Boosting Ensembles Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings Lecture Notes in Computer Science, Vol. 5163, pp. 285-294, 2008. doi
Core B Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings Lecture Notes in Computer Science, Vol. 5163, pp. 275-284, 2008. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Researching on Combining Boosting Ensembles Proceedings of International Joint Conference on Neural Networks, IJCNN 2008, Hong Kong, pp. 2291-2296, 2008. doi
2007
Core B Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Averaged Conservative Boosting: Introducing a New Method to Build Ensembles of Neural Networks Artificial Neural Networks - ICANN 2007. 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I Lecture Notes in Computer Science, Vol. 4668, pp. 309-318, 2007. doi
Core B Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Stacking MF Networks to Combine the Outputs Provided by RBF Networks Artificial Neural Networks - ICANN 2007. 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I Lecture Notes in Computer Science, Vol. 4668, pp. 450-459, 2007. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Mixing Aveboost and Conserboost to Improve Boosting Methods Proceedings of International Joint Conference on Neural Networks, IJCNN 2007, Orlando, USA, pp. 672-677, 2007. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Designing a Multilayer Feedforward Ensemble with the Weighted Conservative Boosting Algorithm Proceedings of International Joint Conference on Neural Networks, IJCNN 2007, Orlando, USA, pp. 684-689, 2007. doi
Core B Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Improving Adaptive Boosting with a Relaxed Equation to Update the Sampling Distribution Computational and Ambient Intelligence. Lecture Notes in Computer Science, Vol. 4507, pp. 119-126, 2007. doi
2006
Workshops Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. An Experimental Study on Training Radial Basis Functions by Gradient Descent Artificial Neural Networks in Pattern Recognition. Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006. Proceedings Lecture Notes in Artificial Intelligence, Vol. 4087, pp. 81-92, 2006. doi
Workshops Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Combining MF Networks: A Comparison Among Statistical Methods and Stacked Generalization Artificial Neural Networks in Pattern Recognition. Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006. Proceedings Lecture Notes in in Artificial Intelligence, Vol. 4087, pp. 210-220, 2006. doi
Core B Fernández-Redondo, M.; Torres-Sospedra, J. & Hernández-Espinosa, C. Improving the Expert Networks of a Modular Multi-Net System for Pattern Recognition Artificial Neural Networks - ICANN 2006. 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part I Lecture Notes in Computer Science, Vol. 4131, pp. 293-302, 2006. doi
Others Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Improving Adaptive Boosting with k-Cross-Fold Validation Intelligent Computing. International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16-19, 2006. Proceedings, Part I Lecture Notes in Computer Science, Vol. 4113, pp. 397-402, 2006. doi
Others Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. The Mixture of Neural Networks Adapted to Multilayer Feedforward Architecture Intelligent Computing. International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16-19, 2006. Proceedings, Part I Lecture Notes in Computer Science, Vol. 4113, pp. 488-493, 2006. doi
Others Fernández-Redondo, M.; Torres-Sospedra, J. & Hernández-Espinosa, C. Gradient Descent and Radial Basis Functions Intelligent Computing. International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16-19, 2006. Proceedings, Part I Lecture Notes in Computer Science, Vol. 4113, pp. 391-396, 2006. doi
Others Hernández-Espinosa, C.; Torres-Sospedra, J. & Fernández-Redondo, M. Improving the Combination Module with a Neural Network Intelligent Computing. International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16-19, 2006. Proceedings, Part I Lecture Notes in Computer Science, Vol. 4113, pp. 146-155, 2006. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Adaptive Boosting: Dividing the Learning Set to Increase the Diversity and Performance of the Ensemble Neural Information Processing. 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I Lecture Notes in Computer Science, Vol. 4232, pp. 688-697, 2006. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Mixture of Neural Networks: Some Experiments with the Multilayer Feedforward Architecture Neural Information Processing. 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I Lecture Notes in Computer Science, Vol. 4232, pp. 616-625, 2006. doi
Core A Fernández-Redondo, M.; Torres-Sospedra, J. & Hernández-Espinosa, C. Training RBFs Networks: A Comparison among Supervised and not Supervised Algorithms Neural Information Processing. 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I Lecture Notes in Computer Science, Vol. 4232, pp. 477-486, 2006. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Designing a Multilayer Feedforward Ensembles with Cross Validated Boosting Algorithm Proceedings of International Joint Conference on Neural Networks, IJCNN 2006, Vancouver, Canada, pp. 2257-2262, 2006. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Designing a New Multilayer Feedforward Modular Network for Classification Problems Proceedings of International Joint Conference on Neural Networks, IJCNN 2006, Vancouver, Canada, pp. 2263-2268, 2006. doi
Core A Fernández-Redondo, M.; Torres-Sospedra, J. & Hernández-Espinosa, C. Training Radial Basis Functions by Gradient Descent Proceedings of International Joint Conference on Neural Networks, IJCNN 2006, Vancouver, Canada, pp. 1735-1741, 2006. doi
2005
Others Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Combinación de Conjuntos de Redes Multilayer Feedforward Actas del Simposio de Inteligencia Computacional, SICO2005, pp. 11-18, 2005.
Others Fernández-Redondo, M.; Torres-Sospedra, J. & Hernández-Espinosa, C. Combinación de Conjuntos de Redes Radial Basis Functions Actas del Simposio de Inteligencia Computacional, SICO2005, pp. 515-520, 2005.
Others Hernández-Espinosa, C.; Fernández-Redondo, M. & Torres-Sospedra, J. Nuevos experimentos sobre Conjuntos de RNAs. Actas del Simposio de Inteligencia Computacional, SICO2005, pp. 19-25, 2005.
Core B Torres-Sospedra, J.; Fernández-Redondo, M. & Hernández-Espinosa, C. Combination Methods for Ensembles of MF. Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II Lecture Notes in Computer Science, Vol. 3697, pp. 133-138, 2005. doi
Core B Hernández-Espinosa, C.; Torres-Sospedra, J. & Fernández-Redondo, M. Combination Methods for Ensembles of RBFs. Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II Lecture Notes in Computer Science, Vol. 3697, pp. 121-126, 2005. doi
Core B Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. New Results on Ensembles of Multilayer Feedforward. Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II Lecture Notes in Computer Science, Vol. 3697, pp. 139-144, 2005. doi
Core A Torres-Sospedra, J.; Fernández-Redondo, M. & Hernández-Espinosa, C. A Research on Combination Methods for Ensembles of Multilayer Feedforward Proceedings of International Joint Conference on Neural Networks, IJCNN 2005, Montreal, Canada Lecture Notes in Computer Science Vol. 2, pp. 1125-1130, 2005. doi
Core A Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernandez-Redondo, M. A Comparison of Combination Methods for Ensembles of RBF Networks Proceedings of International Joint Conference on Neural Networks, IJCNN 2005, Montreal, Canada Lecture Notes in Computer Science Vol. 2, pp. 1137-1141, 2005. doi
Core A Hernández-Espinosa, C.; Torres-Sospedra, J. & Fernández-Redondo, M. New Experiments on Ensembles of Multilayer Feedforward for Classification Problems Proceedings of International Joint Conference on Neural Networks, IJCNN 2005, Montreal, Canada Lecture Notes in Computer Science Vol. 2, pp. 1120-1124, 2005. doi
Core B Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Ensembles of Multilayer Feedforward: Some New Results. Computational Intelligence and Bioinspired Systems, 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings Lecture Notes in Computer Science, Vol. 3512, pp. 604-611, 2005. doi
Others Torres-Sospedra, J.; Fernández-Redondo, M. & Hernández-Espinosa, C. Combination Methods for Ensembles of Multilayer Feedforward Proceedings of 6th WSEAS International Conference on Neural Networks, pp. 146-151, 2005.
Others Hernández-Espinosa, C.; Torres-Sospedra, J. & Fernández-Redondo, M. Combination Methods for Ensembles of RBF Networks Proceedings of 6th WSEAS International Conference on Neural Networks, pp. 140-145, 2005.
Others Torres-Sospedra, J.; Hernández-Espinosa, C. & Fernández-Redondo, M. Ensembles of Multilayer Feedforward: A New Comparison Proceedings of 6th WSEAS International Conference on Neural Networks, pp. 152-157, 2005.
2004
Core C Hernández-Espinosa, C.; Fernández-Redondo, M. & Torres-Sospedra, J. Experiments on Ensembles of Radial Basis Functions. Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference, Zakopane, Poland, June 7-11, 2004, Proceedings Lecture Notes in Computer Science, Vol. 3070, pp. 197-202, 2004. doi
Core C Fernández-Redondo, M.; Hernández-Espinosa, C.; Ortiz-Gómez, M. & Torres-Sospedra, J. Training Radial Basis Functions by Gradient Descent. Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference, Zakopane, Poland, June 7-11, 2004, Proceedings Lecture Notes in Computer Science, Vol. 3070, pp. 184-189, 2004. doi
Core A Fernández-Redondo, M.; Hernández-Espinosa, C. & Torres-Sospedra, J. Multilayer Feedforward Ensembles for Classification Problems. Neural Information Processing, 11th International Conference, ICONIP 2004, Calcutta, India, November 22-25, 2004, Proceedings Lecture Notes in Computer Science, Vol. 3316, pp. 744-749, 2004. doi
Core A Fernández-Redondo, M.; Hernández-Espinosa, C.; Ortiz-Gómez, M. & Torres-Sospedra, J. Some Experiments on Training Radial Basis Functions by Gradient Descent. Neural Information Processing: 11th International Conference, ICONIP 2004, Calcutta, India, November 22-25, 2004. Proceedings. Lecture Notes in Computer Science, Vol. 3316, pp. 428-433, 2004. doi
Core A Fernández-Redondo, M.; Hernández-Espinosa, C. & Torres-Sospedra, J. Hyperspectral Image Classification by Ensembles of Multilayer Feedforward Networks Proceedings of the International Joint Conference on Neural Networks, IJCNN 2004, Budapest, Hungary Vol. 2, pp. 1145 - 1149, 2004. doi
Core C Fernández-Redondo, M.; Hernández-Espinosa, C. & Torres-Sospedra, J. Classification by Multilayer Feedforward Ensembles. Advances in Neural Networks - ISNN 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part I. Lecture Notes in Computer Science, Vol. 3173, pp. 852-857, 2004. doi
Core C Hernández-Espinosa, C.; Fernández-Redondo, M. & Torres-Sospedra, J. Some Experiments with Ensembles of Neural Networks for Classification of Hyperspectral Images. Advances in Neural Networks - ISNN 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part I Lecture Notes in Computer Science, Vol. 3173, pp. 912-917, 2004. doi
Core C Hernández-Espinosa, C.; Fernández-Redondo, M. & Torres-Sospedra, J. Ensembles of RBFs Trained by Gradient Descent. Advances in Neural Networks - ISNN 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part I Lecture Notes in Computer Science, Vol. 3173, pp. 223-228, 2004. doi
Core C Fernández-Redondo, M.; Hernández-Espinosa, C.; Ortiz-Gómez, M. & Torres-Sospedra, J. Gradient Descent Training of Radial Basis Functions. Advances in Neural Networks - ISNN 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part I Lecture Notes in Computer Science, Vol. 3173, pp. 229-234, 2004. doi
Core B Hernández-Espinosa, C.; Fernández-Redondo, M. & Torres-Sospedra, J. Some Experiments on Ensembles of Neural Networks for Hyperspectral Image Classification. Knowledge-Based Intelligent Information and Engineering Systems, 8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004. Proceedings. Part I Lecture Notes in Computer Science, Vol. 3213, pp. 677-684, 2004. doi
Workshops Hernández-Espinosa, C.; Fernández-Redondo, M. & Torres-Sospedra, J. First Experiments on Ensembles of Radial Basis Functions. Multiple Classifier Systems. 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004. Proceedings Lecture Notes in Computer Science, Vol. 3077, pp. 253-262, 2004. doi