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2020 – today
- 2024
[j53]Javier Díez-González
, Rubén Ferrero-Guillén, Paula Verde, Alberto Martínez-Gutiérrez, Rubén Álvarez, Joaquín Torres-Sospedra:
Time-based UWB localization architectures analysis for UAVs positioning in industry. Ad Hoc Networks 157: 103419 (2024)- [j52]Ritesh Kumar, Joaquín Torres-Sospedra, Vijay Kumar Chaurasiya:
H2LWRF-PDR: An efficient indoor positioning algorithm using a single Wi-Fi access point and Pedestrian Dead Reckoning. Internet Things 27: 101271 (2024) - [j51]Roman Klus, Jukka Talvitie, Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Sven Casteleyn, Danijela Cabric, Mikko Valkama:
C2R: A Novel ANN Architecture for Boosting Indoor Positioning With Scarce Data. IEEE Internet Things J. 11(20): 32868-32882 (2024) - [j50]Lucie Klus, Roman Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Carlos Granell, Jari Nurmi:
EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets. IEEE Trans. Mob. Comput. 23(5): 3589-3604 (2024) - [c105]Joaquín Torres-Sospedra, Ivo Silva, Cristiano G. Pendão, Filipe Meneses, Adriano J. C. Moreira:
Hyperparameterless k-NN for Wi-Fi Fingerprinting. ICL-GNSS 2024: 1-7 - [e10]Aleksandr Ometov, Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi:
Proceedings of Work-in-Progress in Hardware and Software for Location Computation (WIPHAL 2024), Antwerp, Belgium, June 25-27, 2024. CEUR Workshop Proceedings 3719, CEUR-WS.org 2024 [contents] - 2023
- [j49]Ivo Silva, Cristiano G. Pendão, Joaquín Torres-Sospedra, Adriano J. C. Moreira:
Industrial Environment Multi-Sensor Dataset for Vehicle Indoor Tracking with Wi-Fi, Inertial and Odometry Data. Data 8(10): 157 (2023) - [j48]Raúl Casanova Marqués, Joaquín Torres-Sospedra, Jan Hajny, Michael Gould:
Maximizing privacy and security of collaborative indoor positioning using zero-knowledge proofs. Internet Things 22: 100801 (2023) - [j47]Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Jari Nurmi, Yevgeni Koucheryavy, Elena Simona Lohan, Joaquín Huerta:
Scalable and Efficient Clustering for Fingerprint-Based Positioning. IEEE Internet Things J. 10(4): 3484-3499 (2023) - [j46]Ying-Ren Chien, Mu Zhou, Ao Peng, Ni Zhu, Joaquín Torres-Sospedra:
Signal Processing and Machine Learning for Smart Sensing Applications. Sensors 23(3): 1445 (2023) - [c104]Miguel Matey-Sanz, Joaquín Torres-Sospedra, Alberto González-Pérez, Sven Casteleyn, Carlos Granell:
Analysis and Impact of Training Set Size in Cross-Subject Human Activity Recognition. CIARP 2023: 391-405 - [c103]Fernando J. Aranda, Felipe Parralejo, Teodoro Aguilera, Fernando J. Álvarez, Joaquín Torres-Sospedra:
RSS Channel-Based Integration for BLE Fingerprinting Positioning. IPIN 2023: 1-6 - [c102]Tomás Bravenec, Joaquín Torres-Sospedra, Michael Gould, Tomas Fryza:
UJI Probes: Dataset of Wi-Fi Probe Requests. IPIN 2023: 1-6 - [c101]Javier Díez-González, Paula Verde, Rubén Ferrero-Guillén, Alberto Martínez-Gutiérrez, Rubán Álvarez, Hilde Pérez, Joaquín Torres-Sospedra:
Asynchronous time-based architecture proposal for the positioning of UAVs for indoor TV filming. IPIN 2023: 1-6 - [c100]Miguel Matey-Sanz, Joaquín Torres-Sospedra, Adriano J. C. Moreira:
Temporal Stability on Human Activity Recognition based on Wi-Fi CSI. IPIN 2023: 1-6 - [c99]Cristiano G. Pendão, Ivo Silva, Adriano J. C. Moreira, Fernando J. Aranda, Joaquín Torres-Sospedra:
Towards Quality Wi-Fi Synthetic Data for Indoor Positioning Evaluation. IPIN 2023: 1-6 - [c98]Sergio Lluva Plaza, Joaquín Torres-Sospedra, Juan Jesús García Domínguez, Jose M. Villadangos Carrizo, Ana Jiménez Martín:
Unsupervised Analysis of Daily Routine Evolution for Elderly People Using Room-Level Localisation. IPIN 2023: 1-6 - [c97]Ivo Silva, Cristiano G. Pendão, Joaquín Torres-Sospedra, Adriano J. C. Moreira:
Overcoming Radio Map Degradation in Wi-Fi-based Positioning Systems. IPIN 2023: 1-6 - [c96]Joaquín Torres-Sospedra, Cristiano G. Pendão, Ivo Silva, Filipe Meneses, Darwin Quezada-Gaibor, Raúl Montoliu, Antonino Crivello, Paolo Barsocchi, Antoni Pérez-Navarro, Adriano J. C. Moreira:
Let's Talk about k-NN for Indoor Positioning: Myths and Facts in RF-based Fingerprinting. IPIN 2023: 1-6 - [c95]Ritesh Kumar, Joaquín Torres-Sospedra, Vijay Kumar Chaurasiya:
Datasets for Indoor Positioning with Single-AP Wi-Fi Fingerprinting. WIPHAL 2023 - [e9]Jari Nurmi, Joaquín Torres-Sospedra, Elena Simona Lohan, Joaquín Huerta, Aleksandr Ometov:
International Conference on Localization and GNSS, ICL-GNSS 2023, Castellón, Spain, June 6-8, 2023. IEEE 2023, ISBN 979-8-3503-2308-5 [contents] - [e8]Aleksandr Ometov, Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi:
Proceedings of Work-in-Progress in Hardware and Software for Location Computation (WIPHAL 2023), Castellon, Spain, June 06-08, 2023. CEUR Workshop Proceedings 3434, CEUR-WS.org 2023 [contents] - [d12]Lucie Klus, Roman Klus, Elena Simona Lohan, Jari Nurmi, Carlos Granell-Canut, Mikko Valkama, Jukka Talvitie, Sven Casteleyn, Joaquín Torres-Sospedra:
Supplementary materials for "TUJI1 Dataset: Multi-device dataset for indoor localization with high measurement density". Zenodo, 2023
- [d11]Lucie Klus, Roman Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi:
Supplementary materials for "EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets". Zenodo, 2023 - [i7]Tomás Bravenec, Joaquín Torres-Sospedra, Michael Gould, Tomas Fryza:
UJI Probes: Dataset of Wi-Fi Probe Requests. CoRR abs/2308.04435 (2023) - 2022
- [j45]Aleksandr Ometov, Joaquín Torres-Sospedra:
Measurements of User and Sensor Data from the Internet of Things (IoT) Devices. Data 7(5): 52 (2022) - [j44]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Cloud Platforms for Context-Adaptive Positioning and Localisation in GNSS-Denied Scenarios - A Systematic Review. Sensors 22(1): 110 (2022) - [j43]Joaquín Torres-Sospedra, Elena Simona Lohan, Antonella Molinaro, Adriano J. C. Moreira, Alexandru Rusu-Casandra, Zdenek Smékal:
Applications and Innovations on Sensor-Enabled Wearable Devices. Sensors 22(7): 2599 (2022) - [j42]Vladimir Bellavista-Parent, Joaquín Torres-Sospedra, Antoni Pérez-Navarro:
Comprehensive Analysis of Applied Machine Learning in Indoor Positioning Based on Wi-Fi: An Extended Systematic Review. Sensors 22(12): 4622 (2022) - [j41]Antoni Pérez-Navarro, Raúl Montoliu, Joaquín Torres-Sospedra:
Advances in Indoor Positioning and Indoor Navigation. Sensors 22(19): 7375 (2022) - [j40]Juan D. Gutiérrez, Antonio Ramón Jiménez, Fernando Seco, Fernando J. Álvarez, Teodoro Aguilera, Joaquín Torres-Sospedra, Francisco Javier Melchor González:
GetSensorData: An extensible Android-based application for multi-sensor data registration. SoftwareX 19: 101186 (2022) - [j39]Joaquín Torres-Sospedra, Philipp Richter, Adriano J. C. Moreira, Germán M. Mendoza-Silva, Elena Simona Lohan, Sergio Trilles, Miguel Matey-Sanz, Joaquín Huerta:
A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting. IEEE Trans. Mob. Comput. 21(3): 769-782 (2022) - [j38]Ivo Silva, Cristiano G. Pendão, Joaquín Torres-Sospedra, Adriano J. C. Moreira:
TrackInFactory: A Tight Coupling Particle Filter for Industrial Vehicle Tracking in Indoor Environments. IEEE Trans. Syst. Man Cybern. Syst. 52(7): 4151-4162 (2022) - [c94]Lucie Klus, Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Elena Simona Lohan, Carlos Granell, Jari Nurmi:
Towards Accelerated Localization Performance Across Indoor Positioning Datasets. ICL-GNSS 2022: 1-7 - [c93]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification. ICL-GNSS 2022: 1-6 - [c92]Joaquín Torres-Sospedra, Michiel Aernouts, Adriano J. C. Moreira, Rafael Berkvens:
LoRaWAN Fingerprinting with K-Means: the Relevance of Clusters Visual Inspection. ICL-GNSS (Work in Progress) 2022 - [c91]Raúl Montoliu, Antoni Pérez-Navarro, Joaquín Torres-Sospedra:
Efficient tuning of $k$ NN hyperparameters for indoor positioning with N-TBEA. ICUMT 2022: 39-44 - [c90]Pavel Pascacio, Joaquín Torres-Sospedra, Sven Casteleyn, Elena Simona Lohan:
A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning. IJCNN 2022: 1-9 - [c89]Tomás Bravcnec, Joaquín Torres-Sospedra, Michael Gould, Tomas Fryza:
What Your Wearable Devices Revealed About You and Possibilities of Non-Cooperative 802.11 Presence Detection During Your Last IPIN Visit. IPIN 2022: 1-7 - [c88]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning. IPIN 2022: 1-8 - [c87]Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi, Carlos Granell, Joaquín Huerta:
Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets. MDM 2022: 349-354 - [c86]Moisés Ramires, Joaquín Torres-Sospedra, Adriano J. C. Moreira:
Accurate and Efficient Wi-Fi Fingerprinting-Based Indoor Positioning in Large Areas. VTC Fall 2022: 1-6 - [e7]Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi, Aleksandr Ometov:
2022 International Conference on Localization and GNSS, ICL-GNSS 2022, Tampere, Finland, June 7-9, 2022. IEEE 2022, ISBN 978-1-6654-0575-1 [contents] - [e6]Aleksandr Ometov, Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi:
ICL-GNSS 2022 WiP Proceedings co-located with 12th International Conference on Localization and GNSS (2022), Tampere, Finland, June 07-09, 2022. CEUR Workshop Proceedings 3183, CEUR-WS.org 2022 [contents] - [i6]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification. CoRR abs/2204.10418 (2022) - [i5]Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi, Carlos Granell, Joaquín Huerta:
Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets. CoRR abs/2205.02096 (2022) - [i4]Tomás Bravcnec, Joaquín Torres-Sospedra, Michael Gould, Tomas Fryza:
Exploration of User Privacy in 802.11 Probe Requests with MAC Address Randomization Using Temporal Pattern Analysis. CoRR abs/2206.10927 (2022) - [i3]Tomás Bravcnec, Joaquín Torres-Sospedra, Michael Gould, Tomas Fryza:
What Your Wearable Devices Revealed About You and Possibilities of Non-Cooperative 802.11 Presence Detection During Your Last IPIN Visit. CoRR abs/2207.04706 (2022) - [i2]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning. CoRR abs/2207.06120 (2022) - 2021
- [j37]Aleksandr Ometov, Viktoriia Shubina, Lucie Klus, Justyna Skibinska, Salwa Saafi, Pavel Pascacio, Laura Flueratoru, Darwin Quezada-Gaibor, Nadezhda Chukhno, Olga Chukhno, Asad Ali, Asma Channa, Ekaterina Svertoka, Waleed Bin Qaim, Raul Casanova Marques, Sylvia Holcer, Joaquín Torres-Sospedra, Sven Casteleyn, Giuseppe Ruggeri, Giuseppe Araniti, Radim Burget, Jiri Hosek, Elena Simona Lohan:
A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges. Comput. Networks 193: 108074 (2021) - [j36]Joaquín Torres-Sospedra, Aleksandr Ometov:
Data from Smartphones and Wearables. Data 6(5): 45 (2021) - [j35]Francesco Furfari, Antonino Crivello, Paolo Baronti, Paolo Barsocchi, Michele Girolami, Filippo Palumbo, Darwin Quezada-Gaibor, Germán M. Mendoza-Silva, Joaquín Torres-Sospedra:
Discovering location based services: A unified approach for heterogeneous indoor localization systems. Internet Things 13: 100334 (2021) - [j34]Pavel Pascacio, Sven Casteleyn, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi:
Collaborative Indoor Positioning Systems: A Systematic Review. Sensors 21(3): 1002 (2021) - [j33]Germán Martín Mendoza-Silva, Joaquín Torres-Sospedra, Francesco Potortì, Adriano J. C. Moreira, Stefan Knauth, Rafael Berkvens, Joaquín Huerta:
Beyond Euclidean Distance for Error Measurement in Pedestrian Indoor Location. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [c85]Pavel Pascacio, Sven Casteleyn, Joaquín Torres-Sospedra:
Smartphone Distance Estimation Based on RSSI-Fuzzy Classification Approach. ICL-GNSS 2021: 1-6 - [c84]Fernando J. Aranda, Felipe Parralejo, Teodoro Aguilera, Fernando J. Álvarez, Joaquín Torres-Sospedra:
Finding Optimal BLE Configuration for Indoor Positioning with Consumption Restrictions. IPIN 2021: 1-8 - [c83]Vladimir Bellavista-Parent, Joaquín Torres-Sospedra, Antoni Pérez-Navarro:
New trends in indoor positioning based on WiFi and machine learning: A systematic review. IPIN 2021: 1-8 - [c82]Roald de Brouwer, Joaquín Torres-Sospedra, Sergio Trilles-Oliver, Rafael Berkvens:
Optimal Receivers Location for Passive Indoor Positioning Based on BLE. IPIN-WiP 2021 - [c81]Enric Bartrés Jurado, Sergio Trilles-Oliver, Antoni Pérez-Navarro, Joaquín Torres-Sospedra:
A Low-Cost Control Occupancy Solution Using a Time-of-Flight Ranging Sensor Laser. IPIN-WiP 2021 - [c80]Roman Klus, Lucie Klus, Jukka Talvitie, Jaakko Pihlajasalo, Joaquín Torres-Sospedra, Mikko Valkama:
Transfer Learning for Convolutional Indoor Positioning Systems. IPIN 2021: 1-8 - [c79]Ana Jiménez Martín, Ismael Miranda Gordo, Juan Jesús García Domínguez, Joaquín Torres-Sospedra, Sergio Lluva Plaza, David Gualda Gómez:
Affinity Propagation Clustering for Older Adults Daily Routine Estimation. IPIN 2021: 1-7 - [c78]Cristiano G. Pendão, Ivo Silva, Adriano J. C. Moreira, Joaquín Torres-Sospedra:
Dioptra - A Data Generation Application for Indoor Positioning Systems. IPIN 2021: 1-8 - [c77]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Lightweight Wi-Fi Fingerprinting with a Novel RSS Clustering Algorithm. IPIN 2021: 1-8 - [c76]Cristina Rodriguez-Martinez, Joaquín Torres-Sospedra:
Revisiting the Analysis of Hyperparameters in k-NN for Wi-Fi and BLE Fingerprinting: Current Status and General Results. IPIN 2021: 1-8 - [c75]Ivo Silva, Cristiano G. Pendão, Joaquín Torres-Sospedra, Adriano J. C. Moreira:
Quantifying the Degradation of Radio Maps in Wi-Fi Fingerprinting. IPIN 2021: 1-8 - [c74]Joaquín Torres-Sospedra, Ivo Silva, Lucie Klus, Darwin Quezada-Gaibor, Antonino Crivello, Paolo Barsocchi, Cristiano G. Pendão, Elena Simona Lohan, Jari Nurmi, Adriano J. C. Moreira:
Towards Ubiquitous Indoor Positioning: Comparing Systems across Heterogeneous Datasets. IPIN 2021: 1-8 - [c73]Raul Casanova Marques, Pavel Pascacio, Jan Hajny, Joaquín Torres-Sospedra:
Anonymous Attribute-based Credentials in Collaborative Indoor Positioning Systems. SECRYPT 2021: 791-797 - [c72]Germán M. Mendoza-Silva, Joaquín Torres-Sospedra, Joaquín Huerta:
Local-level Analysis of Positioning Errors in Wi-Fi Fingerprinting. VTC Spring 2021: 1-5 - [c71]Joaquín Torres-Sospedra, Fernando J. Aranda, Fernando J. Álvarez, Darwin Quezada-Gaibor, Ivo Silva, Cristiano G. Pendão, Adriano J. C. Moreira:
Ensembling Multiple Radio Maps with Dynamic Noise in Fingerprint-based Indoor Positioning. VTC Spring 2021: 1-5 - [c70]Pavel Pascacio, Joaquín Torres-Sospedra, Sven Casteleyn:
A Lateration Method based on Effective Combinatorial Beacon Selection for Bluetooth Low Energy Indoor Positioning. WiMob 2021: 397-402 - [e5]Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi, Aleksandr Ometov:
11th International Conference on Localization and GNSS, ICL-GNSS 2021, Tampere, Finland, June 1-3, 2021. IEEE 2021, ISBN 978-1-7281-9644-2 [contents] - [e4]Aleksandr Ometov, Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi:
WiP Proceedings of the International Conference on Localization and GNSS (ICL-GNSS 2021), Tampere, Finland, June 1-3, 2021. CEUR Workshop Proceedings 2880, CEUR-WS.org 2021 [contents] - [e3]Antoni Pérez-Navarro, Raúl Montoliu, Joaquín Torres-Sospedra:
WiP Proceedings of the Eleventh International Conference on Indoor Positioning and Indoor Navigation - Work-in-Progress Papers (IPIN-WiP 2021) co-located with 11th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021), Lloret de Mar, Spain, 29 November - 2 December, 2021. CEUR Workshop Proceedings 3097, CEUR-WS.org 2021 [contents] - [d10]Elena Simona Lohan, Joaquín Torres-Sospedra, Alejandro Gonzalez:
WiFi RSS measurements in Tampere University multi-building campus, 2017. Zenodo, 2021 - [i1]Joaquín Torres-Sospedra, Ivo Silva, Lucie Klus, Darwin Quezada-Gaibor, Antonino Crivello, Paolo Barsocchi, Cristiano G. Pendão, Elena Simona Lohan, Jari Nurmi, Adriano J. C. Moreira:
Towards Ubiquitous Indoor Positioning: Comparing Systems across Heterogeneous Datasets. CoRR abs/2109.09436 (2021) - 2020
- [j32]Francesco Potorti, Sangjoon Park, Antonino Crivello, Filippo Palumbo, Michele Girolami, Paolo Barsocchi, Soyeon Lee, Joaquín Torres-Sospedra, Antonio Ramón Jiménez Ruiz, Antoni Pérez-Navarro, Germán Martín Mendoza-Silva, Fernando Seco, Miguel Ortiz, Johan Perul, Valérie Renaudin, Hyunwoong Kang, Soyoung Park, Jae Hong Lee, Chan Gook Park, Jisu Ha, Jaeseung Han, Changjun Park, Keunhye Kim, Yonghyun Lee, Seunghun Gye, Keumryeol Lee, Eun-Jee Kim, Jeongsik Choi, Yang-Seok Choi, Shilpa Talwar, Seong Yun Cho, Boaz Ben-Moshe, Alex Scherbakov, Leonid Antsfeld, Emilio Sansano-Sansano, Boris Chidlovskii, Nikolai Kronenwett, Silvia Prophet, Yael Landay, Revital Marbel, Lingxiang Zheng, Ao Peng, Zhichao Lin, Bang Wu, Chengqi Ma, Stefan Poslad, David R. Selviah, Wei Wu, Zixiang Ma, Wenchao Zhang, Dongyan Wei, Hong Yuan, Jun-Bang Jiang, Shao-Yung Huang, Jing-Wen Liu, Kuan-Wu Su, Jenq-Shiou Leu, Kazuki Nishiguchi, Walid Bousselham, Hideaki Uchiyama, Diego Thomas, Atsushi Shimada, Rin-Ichiro Taniguchi, Vicente Cortés Puschel, Tomás Lungenstrass Poulsen, Imran Ashraf, Chanseok Lee, Muhammad Usman Ali, Yeongjun Im, Gunzung Kim, Jeongsook Eom, Soojung Hur, Yongwan Park, Miroslav Opiela, Adriano J. C. Moreira, Maria João Nicolau, Cristiano G. Pendão, Ivo Silva, Filipe Meneses, António Costa, Jens Trogh, David Plets, Ying-Ren Chien, Tzu-Yu Chang, Shih-Hau Fang, Yu Tsao:
The IPIN 2019 Indoor Localisation Competition - Description and Results. IEEE Access 8: 206674-206718 (2020) - [j31]Fernando J. Aranda, Felipe Parralejo, Fernando J. Álvarez, Joaquín Torres-Sospedra:
Multi-Slot BLE Raw Database for Accurate Positioning in Mixed Indoor/Outdoor Environments. Data 5(3): 67 (2020) - [j30]Pravesh Yagol, Francisco Ramos, Sergio Trilles, Joaquín Torres-Sospedra, Francisco José Perales López:
Erratum: Ramos, F.; Trilles, S.; Torres-Sospedra, J.; Perales, F.J. New Trends in Using Augmented Reality Apps for Smart City Contexts. ISPRS Int. J. Geo-Inf. 2018 7, 478. ISPRS Int. J. Geo Inf. 9(9): 537 (2020) - [j29]Syed Khandker, Joaquín Torres-Sospedra, Tapani Ristaniemi:
Analysis of Received Signal Strength Quantization in Fingerprinting Localization. Sensors 20(11): 3203 (2020) - [j28]Sergio Trilles, Joaquín Torres-Sospedra, Óscar Belmonte, F. Javier Zarazaga-Soria, Alberto González-Pérez, Joaquín Huerta:
Development of an open sensorized platform in a smart agriculture context: A vineyard support system for monitoring mildew disease. Sustain. Comput. Informatics Syst. 28: 100309 (2020) - [c69]Sylvia Holcer, Joaquín Torres-Sospedra, Michael Gould, Inmaculada Remolar:
Privacy in Indoor Positioning Systems: A Systematic Review. ICL-GNSS 2020: 1-6 - [c68]Amrit Karmacharya, Germán M. Mendoza-Silva, Joaquín Torres-Sospedra:
Sensor Fusion and Well-Conditioned Triangle Approach for BLE-based Indoor Positioning. ICL-GNSS (Work in Progress) 2020 - [c67]Mutaz Wajeh Abdlamajud Qafisheh, Angel Martín Furones, Joaquín Torres-Sospedra:
Support Vector Regression Machine Learning Tool to Predict GNSS Clock Corrections in Real-Time PPP Technique. ICL-GNSS (Work in Progress) 2020 - [c66]Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Germán M. Mendoza-Silva, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting. ICL-GNSS 2020: 1-6 - [c65]Lucie Klus, Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Elena Simona Lohan, Carlos Granell, Jari Nurmi:
RSS Fingerprinting Dataset Size Reduction Using Feature-Wise Adaptive k-Means Clustering. ICUMT 2020: 195-200 - [c64]Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi, Joaquín Huerta:
Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices. ICUMT 2020: 208-213 - [e2]Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi, Aleksandr Ometov:
2020 International Conference on Localization and GNSS, ICL-GNSS 2020, Tampere, Finland, June 2-4, 2020. IEEE 2020, ISBN 978-1-7281-6455-7 [contents] - [e1]Aleksandr Ometov, Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi:
Proceedings of the International Conference on Localization and GNSS (ICL-GNSS 2020), Tampere, Finland, June 2nd to 4th, 2020 - Work in Progress Papers. CEUR Workshop Proceedings 2626, CEUR-WS.org 2020 [contents] - [d9]Germán Martín Mendoza-Silva, Philipp Richter, Joaquín Torres-Sospedra, Elena Simona Lohan, Joaquín Huerta:
Long-Term Wi-Fi fingerprinting dataset and supporting material. Zenodo, 2020 - [d8]Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Germán M. Mendoza-Silva, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Supplementary Materials for 'New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting'. Zenodo, 2020
2010 – 2019
- 2019
- [j27]Valérie Renaudin, Miguel Ortiz, Johan Perul, Joaquín Torres-Sospedra, Antonio Ramón Jiménez, Antoni Pérez-Navarro, Germán Martín Mendoza-Silva, Fernando Seco, Yael Landau, Revital Marbel, Boaz Ben-Moshe, Xingyu Zheng, Feng Ye, Jian Kuang, Yu Li, Xiaoji Niu, Vlad Landa, Shlomi Hacohen, Nir Shvalb, Chuanhua Lu, Hideaki Uchiyama, Diego Thomas, Atsushi Shimada, Rin-Ichiro Taniguchi, Zhenxing Ding, Feng Xu, Nikolai Kronenwett, Blagovest Vladimirov, Soyeon Lee, Eunyoung Cho, Sungwoo Jun, Chang-Eun Lee, Sangjoon Park, Yonghyun Lee, Jehyeok Rew, Changjun Park, Hyeongyo Jeong, Jaeseung Han, Keumryeol Lee, Wenchao Zhang, Xianghong Li, Dongyan Wei, Ying Zhang, So Young Park, Chan Gook Park, Stefan Knauth, Georgios Pipelidis, Nikolaos Tsiamitros, Tomás Lungenstrass, Juan Pablo Morales, Jens Trogh, David Plets, Miroslav Opiela, Shih-Hau Fang, Yu Tsao, Ying-Ren Chien, Shi-Shen Yang, Shih-Jyun Ye, Muhammad Usman Ali, Soojung Hur, Yongwan Park:
Evaluating Indoor Positioning Systems in a Shopping Mall: The Lessons Learned From the IPIN 2018 Competition. IEEE Access 7: 148594-148628 (2019) - [j26]Joaquín Torres-Sospedra, Patricio Nebot:
Combining Satellite Images and Cadastral Information for Outdoor Autonomous Mapping and Navigation: A Proof-of-Concept Study in Citric Groves. Algorithms 12(9): 193 (2019) - [j25]Germán Martín Mendoza-Silva, Miguel Matey-Sanz, Joaquín Torres-Sospedra, Joaquín Huerta:
BLE RSS Measurements Dataset for Research on Accurate Indoor Positioning. Data 4(1): 12 (2019) - [j24]Germán Martín Mendoza-Silva, Michael Gould, Raúl Montoliu, Joaquín Torres-Sospedra, Joaquín Huerta:
An Occupancy Simulator for a Smart Parking System: Developmental Design and Experimental Considerations. ISPRS Int. J. Geo Inf. 8(5): 212 (2019) - [j23]Emilio Sansano-Sansano, Raúl Montoliu, Óscar Belmonte, Joaquín Torres-Sospedra:
Indoor Positioning and Fingerprinting: The R Package ipft. R J. 11(1): 67 (2019) - [j22]Emilio Sansano-Sansano, Raúl Montoliu, Óscar Belmonte, Joaquín Torres-Sospedra:
Indoor Positioning and Fingerprinting: The R Package ipft. R J. 11(2): 268 (2019) - [j21]Germán Martín Mendoza-Silva, Joaquín Torres-Sospedra, Joaquín Huerta:
A Meta-Review of Indoor Positioning Systems. Sensors 19(20): 4507 (2019) - [c63]Antonio Ramón Jiménez, Fernando Seco, Joaquín Torres-Sospedra:
Tools for smartphone multi-sensor data registration and GT mapping for positioning applications. IPIN 2019: 1-8 - [c62]Ki-Joune Li, Sisi Zlatanova, Joaquín Torres-Sospedra, Antoni Pérez-Navarro, Christos Laoudias, Adriano J. C. Moreira:
Survey on Indoor Map Standards and Formats. IPIN 2019: 1-8 - [c61]Jordi Rojo, Carmen Corvalán, Florian Unger, Sara Marín López, Ignacio Soteras, Daniel Castejón Bravo, Joaquín Torres-Sospedra, Germán Martín Mendoza-Silva, Gabriel Ristow Cidral, Jorma Laiapea, Gerardo Parrello, Arnau Simó, Laura Stupin, Deniz Minican, María Farrés:
Machine Learning applied to Wi-Fi fingerprinting: The experiences of the Ubiqum Challenge. IPIN 2019: 1-8 - [c60]Joaquín Torres-Sospedra, Adriano J. C. Moreira, Germán M. Mendoza-Silva, Maria João Nicolau, Miguel Matey-Sanz, Ivo Silva, Joaquín Huerta, Cristiano G. Pendão:
Exploiting Different Combinations of Complementary Sensor's data for Fingerprint-based Indoor Positioning in Industrial Environments. IPIN 2019: 1-8 - 2018
- [j20]Germán Martín Mendoza-Silva, Philipp Richter, Joaquín Torres-Sospedra, Elena Simona Lohan, Joaquín Huerta:
Long-Term WiFi Fingerprinting Dataset for Research on Robust Indoor Positioning. Data 3(1): 3 (2018) - [j19]Óscar Belmonte Fernández, Raúl Montoliu, Joaquín Torres-Sospedra, Emilio Sansano-Sansano, Daniel Chia-Aguilar:
A radiosity-based method to avoid calibration for indoor positioning systems. Expert Syst. Appl. 105: 89-101 (2018) - [j18]Francisco Ramos, Sergio Trilles, Joaquín Torres-Sospedra, Francisco José Perales López:
New Trends in Using Augmented Reality Apps for Smart City Contexts. ISPRS Int. J. Geo Inf. 7(12): 478 (2018) - [j17]Dolores María Llidó, Joaquín Torres-Sospedra, Rafael Berlanga Llavori:
Smart Outdoor Light Desktop Central Management System. IEEE Intell. Transp. Syst. Mag. 10(2): 58-68 (2018) - [j16]Joaquín Torres-Sospedra, Antonio Ramón Jiménez, Adriano J. C. Moreira, Tomás Lungenstrass, Wei-Chung Lu, Stefan Knauth, Germán M. Mendoza-Silva, Fernando Seco, Antoni Pérez-Navarro, Maria João Nicolau, António Costa, Filipe Meneses, Joaquín Farina, Juan Pablo Morales, Wen-Chen Lu, Ho-Ti Cheng, Shi-Shen Yang, Shih-Hau Fang, Ying-Ren Chien, Yu Tsao:
Off-Line Evaluation of Mobile-Centric Indoor Positioning Systems: The Experiences from the 2017 IPIN Competition. Sensors 18(2): 487 (2018) - [c59]Raúl Montoliu, Emilio Sansano-Sansano, Oscar Belmonte, Joaquín Torres-Sospedra:
A New Methodology for Long-Term Maintenance of WiFi Fingerprinting Radio Maps. IPIN 2018: 1-7 - [c58]Antoni Pérez-Navarro, Raúl Montoliu, Joaquín Torres-Sospedra, Jordi Conesa:
Magnetic Field as a Characterization of Wide and Narrow Spaces in a Real Challenging Scenario Using Dynamic Time Warping. IPIN 2018: 1-8 - [c57]Joaquín Torres-Sospedra, Philipp Richter, Germán M. Mendoza-Silva, Elena Simona Lohan, Joaquín Huerta:
Characterising the Alteration in the AP Distribution with the RSS Distance and the Position Estimates. IPIN 2018: 1-8 - [c56]Germán M. Mendoza-Silva, Joaquín Torres-Sospedra, Joaquín Huerta:
Locations Selection for Periodic Radio Map Update in WiFi Fingerprinting. LBS 2018: 3-24 - [d7]Germán Martín Mendoza-Silva, Philipp Richter, Joaquín Torres-Sospedra, Elena Simona Lohan, Joaquín Huerta:
Long-Term Wi-Fi fingerprinting dataset and supporting material. Zenodo, 2018 - [d6]Germán Martín Mendoza-Silva, Philipp Richter, Joaquín Torres-Sospedra, Elena Simona Lohan, Joaquín Huerta:
Long-Term Wi-Fi fingerprinting dataset and supporting material. Zenodo, 2018 - [d5]Joaquín Torres-Sospedra, Philipp Richter, Germán M. Mendoza-Silva, Elena Simona Lohan, Joaquín Huerta:
Supporting Materials for Characterising the Alteration in the AP Distribution with the RSS Distance and the Position Estimates. Zenodo, 2018 - [d4]Joaquín Torres-Sospedra, Philipp Richter, Germán M. Mendoza-Silva, Elena Simona Lohan, Joaquín Huerta:
Supporting Materials for Characterising the Alteration in the AP Distribution with the RSS Distance and the Position Estimates. Zenodo, 2018 - 2017
- [j15]Elena Simona Lohan, Joaquín Torres-Sospedra, Helena Leppäkoski, Philipp Richter, Zhe Peng, Joaquín Huerta:
Wi-Fi Crowdsourced Fingerprinting Dataset for Indoor Positioning. Data 2(4): 32 (2017) - [j14]Sergio Trilles, Andrea Calia, Óscar Belmonte, Joaquín Torres-Sospedra, Raúl Montoliu, Joaquín Huerta:
Deployment of an open sensorized platform in a smart city context. Future Gener. Comput. Syst. 76: 221-233 (2017) - [j13]Joaquín Torres-Sospedra, Adriano J. C. Moreira, Stefan Knauth, Rafael Berkvens, Raúl Montoliu, Oscar Belmonte, Sergio Trilles, Maria João Nicolau, Filipe Meneses, António Costa, Athanasios Koukofikis, Maarten Weyn, Herbert Peremans:
A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL-ETRI competition. J. Ambient Intell. Smart Environ. 9(2): 263-279 (2017) - [j12]Joaquín Torres-Sospedra, Óscar Belmonte Fernández, Raúl Montoliu, Sergio Trilles, Andrea Calia:
In-home monitoring system based on WiFi fingerprints for ambient assisted living. J. Ambient Intell. Smart Environ. 9(5): 543-560 (2017) - [j11]Óscar Belmonte Fernández, Adrian Puertas-Cabedo, Joaquín Torres-Sospedra, Raúl Montoliu-Colás, Sergi Trilles-Oliver:
An Indoor Positioning System Based on Wearables for Ambient-Assisted Living. Sensors 17(1): 36 (2017) - [j10]Joaquín Torres-Sospedra, Antonio Ramón Jiménez, Stefan Knauth, Adriano J. C. Moreira, Yair Beer, Toni Fetzer, Viet-Cuong Ta, Raúl Montoliu, Fernando Seco, Germán M. Mendoza-Silva, Oscar Belmonte, Athanasios Koukofikis, Maria João Nicolau, António Costa, Filipe Meneses, Frank Ebner, Frank Deinzer, Dominique Vaufreydaz, Trung-Kien Dao, Eric Castelli:
The Smartphone-Based Offline Indoor Location Competition at IPIN 2016: Analysis and Future Work. Sensors 17(3): 557 (2017) - [j9]Francesco Potortì, Sangjoon Park, Antonio Ramón Jiménez Ruiz, Paolo Barsocchi, Michele Girolami, Antonino Crivello, Soyeon Lee, Jae Hyun Lim, Joaquín Torres-Sospedra, Fernando Seco, Raúl Montoliu, Germán M. Mendoza-Silva, María del Carmen Pérez, Cristina Losada-Gutiérrez, Felipe Espinosa, Javier Macías Guarasa:
Comparing the Performance of Indoor Localization Systems through the EvAAL Framework. Sensors 17(10): 2327 (2017) - [j8]Joaquín Torres-Sospedra, Adriano J. C. Moreira:
Analysis of Sources of Large Positioning Errors in Deterministic Fingerprinting. Sensors 17(12): 2736 (2017) - [c55]Germán M. Mendoza-Silva, Joaquín Torres-Sospedra, Joaquín Huerta:
A more realistic error distance calculation for indoor positioning systems accuracy evaluation. IPIN 2017: 1-8 - [c54]Raúl Montoliu, Emilio Sansano-Sansano, Joaquín Torres-Sospedra, Oscar Belmonte:
IndoorLoc platform: A public repository for comparing and evaluating indoor positioning systems. IPIN 2017: 1-8 - [c53]Adriano J. C. Moreira, Ivo Silva, Filipe Meneses, Maria João Nicolau, Cristiano G. Pendão, Joaquín Torres-Sospedra:
Multiple simultaneous Wi-Fi measurements in fingerprinting indoor positioning. IPIN 2017: 1-8 - [c52]Emilio Sansano-Sansano, Raúl Montoliu, Joaquín Torres-Sospedra:
A novel methodology to estimate a measurement of the inherent difficulty of an indoor localization radio map. IPIN 2017: 1-8 - [d3]Germán Martín Mendoza-Silva, Philipp Richter, Joaquín Torres-Sospedra, Elena Simona Lohan, Joaquín Huerta:
Long-Term Wi-Fi fingerprinting dataset and supporting material. Zenodo, 2017 - 2016
- [j7]Joaquín Torres-Sospedra, Raúl Montoliu, Germán M. Mendoza-Silva, Oscar Belmonte, David Rambla, Joaquín Huerta:
Providing Databases for Different Indoor Positioning Technologies: Pros and Cons of Magnetic Field and Wi-Fi Based Positioning. Mob. Inf. Syst. 2016: 6092618:1-6092618:22 (2016) - [c51]Joaquín Torres-Sospedra, Óscar Belmonte, Raúl Montoliu, Sergio Trilles, Andrea Calia:
How Feasible Is WiFi Fingerprint-Based Indoor Positioning for In-Home Monitoring? Intelligent Environments 2016: 68-75 - [c50]Raúl Montoliu, Joaquín Torres-Sospedra, Óscar Belmonte:
Magnetic field based Indoor positioning using the Bag of Words paradigm. IPIN 2016: 1-7 - [c49]Joaquín Torres-Sospedra, Germán M. Mendoza-Silva, Raúl Montoliu, Oscar Belmonte, Fernando Benitez-Paez, Joaquín Huerta:
Ensembles of indoor positioning systems based on fingerprinting: Simplifying parameter selection and obtaining robust systems. IPIN 2016: 1-8 - [c48]Germán M. Mendoza-Silva, Joaquín Torres-Sospedra, Joaquín Huerta, Raúl Montoliu, Fernando Benitez-Paez, Oscar Belmonte:
Situation Goodness Method for Weighted Centroid-Based Wi-Fi APs Localization. LBS 2016: 27-47 - 2015
- [j6]Joaquín Torres-Sospedra, Raúl Montoliu, Sergio Trilles, Óscar Belmonte, Joaquín Huerta:
Comprehensive analysis of distance and similarity measures for Wi-Fi fingerprinting indoor positioning systems. Expert Syst. Appl. 42(23): 9263-9278 (2015) - [j5]Joaquín Torres-Sospedra, Joan P. Avariento, David Rambla, Raúl Montoliu, Sven Casteleyn, Mauri Benedito-Bordonau, Michael Gould, Joaquín Huerta:
Enhancing integrated indoor/outdoor mobility in a smart campus. Int. J. Geogr. Inf. Sci. 29(11): 1955-1968 (2015) - [j4]Raúl Montoliu, Raúl Martín-Félez, Joaquín Torres-Sospedra, Sergio Rodríguez-Pérez:
ATM-based analysis and recognition of handball team activities. Neurocomputing 150: 189-199 (2015) - [j3]Sergio Trilles, Alejandro Luján, Óscar Belmonte, Raúl Montoliu, Joaquín Torres-Sospedra, Joaquín Huerta:
SEnviro: A Sensorized Platform Proposal Using Open Hardware and Open Standards. Sensors 15(3): 5555-5582 (2015) - [c47]Francesco Potorti, Paolo Barsocchi, Michele Girolami, Joaquín Torres-Sospedra, Raúl Montoliu:
Evaluating indoor localization solutions in large environments through competitive benchmarking: The EvAAL-ETRI competition. IPIN 2015: 1-10 - [c46]Joaquín Torres-Sospedra, David Rambla, Raúl Montoliu, Óscar Belmonte, Joaquín Huerta:
UJIIndoorLoc-Mag: A new database for magnetic field-based localization problems. IPIN 2015: 1-10 - [d2]Joaquín Torres-Sospedra, David Rambla, Raúl Montoliu, Oscar Belmonte, Joaquín Huerta:
UJIIndoorLoc-Mag. UCI Machine Learning Repository, 2015 - 2014
- [c45]Joaquín Torres-Sospedra, Raúl Montoliu, Adolfo Martínez Usó, Joan P. Avariento, Tomas J. Arnau, Mauri Benedito-Bordonau, Joaquín Huerta:
UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems. IPIN 2014: 261-270 - [c44]Mar Marcos, Joaquín Torres-Sospedra, Begoña Martínez-Salvador:
Assessment of Clinical Guideline Models Based on Metrics for Business Process Models. KR4HC@VSL 2014: 111-120 - [d1]Joaquín Torres-Sospedra, Raúl Montoliu, Adolfo Martínez Usó, Tomar Arnau, Joan P. Avariento:
UJIIndoorLoc. UCI Machine Learning Repository, 2014 - 2011
- [b1]Joaquín Torres-Sospedra:
Ensembles of Artificial Neural Networks: Analysis and Development of Design Methods. Jaume I University, Spain, 2011 - [j2]Joaquín Torres-Sospedra, Patricio Nebot:
A New Approach to Visual-Based Sensory System for Navigation into Orange Groves. Sensors 11(4): 4086-4103 (2011) - [j1]Patricio Nebot, Joaquín Torres-Sospedra, Rafael J. Martínez:
A New HLA-Based Distributed Control Architecture for Agricultural Teams of Robots in Hybrid Applications with Real and Simulated Devices or Environments. Sensors 11(4): 4385-4400 (2011) - [c43]Patricio Nebot, Joaquín Torres-Sospedra, Rafael J. Martínez:
A Case Study on Agriture: Distributed HLA-Based Architecture for Agricultural Robotics. DCAI 2011: 353-360 - [c42]Joaquín Torres-Sospedra, Patricio Nebot:
Visual Outdoor Path Planner for Orange Groves based on Ensembles of Neural Networks. ICINCO (2) 2011: 223-228 - [c41]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Introducing Reordering Algorithms to Classic Well-Known Ensembles to Improve Their Performance. ICONIP (2) 2011: 572-579 - [c40]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Improving Boosting Methods by Generating Specific Training and Validation Sets. ICONIP (2) 2011: 580-587 - [c39]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Using Bagging and Cross-Validation to Improve Ensembles Based on Penalty Terms. ICONIP (2) 2011: 588-595
2000 – 2009
- 2008
- [c38]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Decision Fusion on Boosting Ensembles. ANNPR 2008: 157-167 - [c37]Mercedes Fernández-Redondo, Joaquín Torres-Sospedra, Carlos Hernández-Espinosa:
The Mixture of Neural Networks as Ensemble Combiner. ANNPR 2008: 168-179 - [c36]Carlos Hernández-Espinosa, Joaquín Torres-Sospedra, Mercedes Fernández-Redondo:
Researching on Multi-net Systems Based on Stacked Generalization. ANNPR 2008: 193-204 - [c35]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set. ICANN (1) 2008: 275-284 - [c34]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
New Results on Combination Methods for Boosting Ensembles. ICANN (1) 2008: 285-294 - [c33]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Researching on combining boosting ensembles. IJCNN 2008: 2290-2295 - 2007
- [c32]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Averaged Conservative Boosting: Introducing a New Method to Build Ensembles of Neural Networks. ICANN (1) 2007: 309-318 - [c31]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Stacking MF Networks to Combine the Outputs Provided by RBF Networks. ICANN (1) 2007: 450-459 - [c30]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Mixing Aveboost and Conserboost to Improve Boosting Methods. IJCNN 2007: 672-677 - [c29]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Designing a Multilayer Feedforward Ensemble with the Weighted Conservative Boosting Algorithm. IJCNN 2007: 684-689 - [c28]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Improving Adaptive Boosting with a Relaxed Equation to Update the Sampling Distribution. IWANN 2007: 119-126 - 2006
- [c27]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
An Experimental Study on Training Radial Basis Functions by Gradient Descent. ANNPR 2006: 81-92 - [c26]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Combining MF Networks: A Comparison Among Statistical Methods and Stacked Generalization. ANNPR 2006: 210-220 - [c25]Mercedes Fernández-Redondo, Joaquín Torres-Sospedra, Carlos Hernández-Espinosa:
Improving the Expert Networks of a Modular Multi-Net System for Pattern Recognition. ICANN (1) 2006: 293-302 - [c24]Carlos Hernández-Espinosa, Joaquín Torres-Sospedra, Mercedes Fernández-Redondo:
Improving the Combination Module with a Neural Network. ICIC (1) 2006: 146-155 - [c23]Mercedes Fernández-Redondo, Joaquín Torres-Sospedra, Carlos Hernández-Espinosa:
Gradient Descent and Radial Basis Functions. ICIC (1) 2006: 391-396 - [c22]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Improving Adaptive Boosting with k-Cross-Fold Validation. ICIC (1) 2006: 397-402 - [c21]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
The Mixture of Neural Networks Adapted to Multilayer Feedforward Architecture. ICIC (1) 2006: 488-493 - [c20]Mercedes Fernández-Redondo, Joaquín Torres-Sospedra, Carlos Hernández-Espinosa:
Training RBFs Networks: A Comparison Among Supervised and Not Supervised Algorithms. ICONIP (1) 2006: 477-486 - [c19]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Mixture of Neural Networks: Some Experiments with the Multilayer Feedforward Architecture. ICONIP (1) 2006: 616-625 - [c18]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Adaptive Boosting: Dividing the Learning Set to Increase the Diversity and Performance of the Ensemble. ICONIP (1) 2006: 688-697 - [c17]Mercedes Fernández-Redondo, Joaquín Torres-Sospedra, Carlos Hernández-Espinosa:
Training Radial Basis Functions by Gradient Descent. IJCNN 2006: 756-762 - [c16]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Designing a Multilayer Feedforward Ensembles with Cross Validated Boosting Algorithm. IJCNN 2006: 1278-1283 - [c15]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Designing a New Multilayer Feedforward Modular Network for Classification Problems. IJCNN 2006: 1284-1289 - 2005
- [c14]Carlos Hernández-Espinosa, Joaquín Torres-Sospedra, Mercedes Fernández-Redondo:
Combination Methods for Ensembles of RBFs. ICANN (2) 2005: 121-126 - [c13]Joaquín Torres-Sospedra, Mercedes Fernández-Redondo, Carlos Hernández-Espinosa:
Combination Methods for Ensembles of MF. ICANN (2) 2005: 133-138 - [c12]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
New Results on Ensembles of Multilayer Feedforward. ICANN (2) 2005: 139-144 - [c11]Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
Ensembles of Multilayer Feedforward: Some New Results. IWANN 2005: 604-611 - 2004
- [c10]Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Mamen Ortiz-Gómez, Joaquín Torres-Sospedra:
Training Radial Basis Functions by Gradient Descent. ICAISC 2004: 184-189 - [c9]Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra:
Experiments on Ensembles of Radial Basis Functions. ICAISC 2004: 197-202 - [c8]Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Mamen Ortiz-Gómez, Joaquín Torres-Sospedra:
Some Experiments on Training Radial Basis Functions by Gradient Descent. ICONIP 2004: 428-433 - [c7]Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Joaquín Torres-Sospedra:
Multilayer Feedforward Ensembles for Classification Problems. ICONIP 2004: 744-749 - [c6]Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra:
Ensembles of RBFs Trained by Gradient Descent. ISNN (1) 2004: 223-228 - [c5]Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Mamen Ortiz-Gómez, Joaquín Torres-Sospedra:
Gradient Descent Training of Radial Basis Functions. ISNN (1) 2004: 229-234 - [c4]Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Joaquín Torres-Sospedra:
Classification by Multilayer Feedforward Ensembles. ISNN (1) 2004: 852-857 - [c3]Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra:
Some Experiments with Ensembles of Neural Networks for Classification of Hyperspectral Images. ISNN (1) 2004: 912-917 - [c2]Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra:
Some Experiments on Ensembles of Neural Networks for Hyperspectral Image Classification. KES 2004: 677-684 - [c1]Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra:
First Experiments on Ensembles of Radial Basis Functions. Multiple Classifier Systems 2004: 253-262
Coauthor Index
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