• Intel·ligència artificial aplicada
• Anàlisi i modelització de dades
• Dispositius i sistemes intel·ligents
• Intel·ligència artificial i videojocs

Articles en revistes

• Machine learning techniques suitability to estimate the retained capacity in lithium-ion batteries from partial charge/discharge curves Article

  Héctor Beltrán San Segundo, Emilio Sansano Sansano, Michael Pecht.

  JOURNAL OF ENERGY STORAGE; Vol. 59 pp. 1-10. (2023). ISSN: 2352-152X

• A new database of the analysis of the physiological needs in amateur female basketball during official matches Article

  Abraham Batalla Gavalda, Raúl Montoliu Colás, Jose Vicente Beltrán Garrido, Francesc Corbi.

  Scientific Data; Num. 1 Vol. 10 pp. 1-10. (2023). ISSN: 2052-4463

• Accuracy of a single position estimate for kNN-based fingerprinting indoor positioning applying error propagation theory Article

  Antonio Pérez Navarro, Raúl Montoliu Colás, Emilio Sansano Sansano, Marina Martínez García, Rubén Femenía Carrascosa, Joaquín Torres Sospedra.

  IEEE SENSORS JOURNAL; Num. 16 Vol. 23 pp. 18765-18775. (2023). ISSN: 1530-437X

• Social isolation during the COVID-19 pandemic in Spain: a population study Article

  Marina Martínez García, Emilio Sansano Sansano, Andrea Castillo Hornero, Rubén Femenia, Kristof Roomp, Nuria Oliver.

  SCIENTIFIC REPORTS; Num. 1 Vol. 12 pp. 1-15. (2022). ISSN: 2045-2322

• Continuous Non-Invasive Assessment of Gait Speed Through Bluetooth Low Energy Article

  Emilio Sansano Sansano, Raúl Montoliu Colás, Oscar Belmonte Fernández, Fernando J. Aranda, Fernando J. Álvarez.

  IEEE SENSORS JOURNAL; Num. 8 Vol. 22 pp. 8183-8195. (2022). ISSN: 1530-437X

• Equivalence of chatbot and paper-and-pencil versions of the De Jong Gierveld loneliness scale Article

  Antonio Caballer Miedes, Oscar Belmonte Fernández, Andrea Castillo Hornero, Arturo Gascó Compte, Emilio Sansano Sansano, Raúl Montoliu Colás.

  CURRENT PSYCHOLOGY ; Num. 9 Vol. 41 pp. 6225-6232. (2022). ISSN: 1046-1310

• A Generative Method for Indoor Localization Using Wi-Fi Fingerprinting Article

  Oscar Belmonte Fernández, Emilio Sansano Sansano, Antonio Caballer Miedes, Raúl Montoliu Colás, Rubén García Vidal, Arturo Gascó Compte.

  SENSORS; Num. 7 Vol. 21 pp. 1-25. (2021). ISSN: 1424-8220

• BLE-GSpeed: A New BLE-Based Dataset to Estimate User Gait Speed Article

  Emilio Sansano Sansano, Fernando J. Aranda, Raúl Montoliu Colás, Fernando J. Álvarez.

  DATA; Num. 4 Vol. 5 pp. 1-15. (2020). ISSN: 2306-5729

• The IPIN 2019 Indoor Localisation Competition—Description and Results Article

  Francesco Potortì, 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, Hyunwoong Kang, Soyoung Park, Jae Hong Lee, Chan Gook Park, Jisu Ha, Jaeseung Han, Changjun Park, Keunhye Kim, Yonghyun Lee, Seunghun Gye, Keumryeol Lee, Eunjee Kim, Jeong-Sik 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 Moreira, Maria João Nicolau, Cristiano Pendão, Ivo Silva, Filipe Meneses, António Costa, Jens Trogh, David Plets, Ying-Ren Chien, Tzu-Yu Chang, Shih-Hau Fang, Yu Tsao.

  IEEE ACCESS; Vol. 8 pp. 1-45. (2020). ISSN: 2169-3536

• Indoor Positioning for Monitoring Older Adults at Home: Wi-Fi and BLE Technologies in Real Scenarios Article

  Raúl Montoliu Colás, Emilio Sansano Sansano, Arturo Gascó Compte, Oscar Belmonte Fernández, Antonio Caballer Miedes.

  ELECTRONICS; Num. 5 Vol. 9 pp. 1-20. (2020). ISSN: 2079-9292

• A study of deep neural networks for human activity recognition Article

  Emilio Sansano Sansano, Raúl Montoliu Colás, Oscar Belmonte Fernández.

  COMPUTATIONAL INTELLIGENCE ; Num. 3 Vol. 36 pp. 1113-1139. (2020). ISSN: 0824-7935

• Anomaly Detection in Activities of Daily Living with Linear Drift Article

  Oscar Belmonte Fernández, Antonio Caballer Miedes, Eris Chinellato, Raúl Montoliu Colás, Emilio Sansano Sansano, Rubén García Vidal.

  Cognitive Computation; Num. 6 Vol. 12 pp. 1233-1251. (2020). ISSN: 1866-9956

• Multimodal Sensor Data Integration for Indoor Positioning in Ambient-Assisted Living Environments Article

  Emilio Sansano Sansano, Oscar Belmonte Fernández, Raúl Montoliu Colás, Arturo Gascó Compte, Antonio Caballer Miedes.

  Mobile Information Systems; Vol. 2020 pp. 1-16. (2020). ISSN: 1574-017X

• An occupancy simulator for a smart parking system: Developmental design and experimental considerations Article

  Germán Martín Mendoza Silva, Michael Gould Carlson, Raúl Montoliu Colás, Joaquín Torres Sospedra, Joaquín Huerta Guijarro.

  ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION; Num. 5 Vol. 8 pp. 1-18. (2019). ISSN: 2220-9964

• Indoor Positioning and Fingerprinting: The R Package ipft Article

  Emilio Sansano Sansano, Raúl Montoliu Colás, Oscar Belmonte Fernández, Joaquín Torres Sospedra.

  R Journal; Num. 1 Vol. 11 pp. 1-23. (2019). ISSN: 2073-4859

Llibres

• La Inteligencia Artificial y los asistentes conversacionales en la evaluación de la calidad de vida de las personas mayores de Castellón y su aplicación a la situación de alarma provocada por la COVID-19

  Oscar Belmonte Fernández, Antonio Caballer Miedes, Andrea Castillo Hornero, Arturo Gascó Compte, Agustín José López Riera, Rubén García Vidal, Emilio Sansano Sansano, Raúl Montoliu Colás, Jacinto Pallarés Mestre, Ángel López Francés, Ruben Peris Martí. (Autoria)

  Fundación Dávalos-Fletcher, Castelló de la PLana (España). (2022). ISBN: 9788409413379

• Geographical and Fingerprinting Data to Create Systems for Indoor Positioning and Indoor/Outdoor Navigation Challenges, Experiences and Technology Roadmap

  Jordi Conesa, Joaquín Torres Sospedra, Raúl Montoliu Colás, Antoni Pérez Navarro. (Edició)

  Academic Press, Massachusetts (Estados Unidos de América). (2019). ISBN: 9780128131893

Capítols de llibres

• A Reactive Architectural Proposal for Fog/Edge Computing in the Internet of Things Paradigm with Application in Deep Learning

  Oscar Belmonte Fernández, Emilio Sansano Sansano, Sergio Trilles Oliver, Antonio Caballer Miedes.

  Artificial Intelligence, Machine Learning, and Optimization Tools for Smart Cities. Springer, (2021). ISBN: 9783030844585

• IndoorLoc Platform: A Web Tool to Support the Comparison of Indoor Positioning Systems

  Raúl Montoliu Colás, Emilio Sansano Sansano, Joaquín Torres Sospedra, Oscar Belmonte Fernández.

  Geographical and Fingerprinting Data to Create Systems for Indoor Positioning and Indoor/Outdoor Navigation Challenges, Experiences and Technology Roadmap. Academic Press, Massachusetts (Estados Unidos de América). (2019). ISBN: 9780128131893

• Challenges of Fingerprinting in Indoor Positioning and Navigation

  Antoni Pérez Navarro, Joaquín Torres Sospedra, Raúl Montoliu Colás, Jordi Conesa, Rafael Berkvens, Giuseppe Caso, Constantinos Costa, Nicola Dorigatti, Noelia Hernández, Stefan Knauth, Elena Simona Lohan, Juraj Machaj, Adriano Moreira, Pawel Wilk.

  Geographical and Fingerprinting Data to Create Systems for Indoor Positioning and Indoor/Outdoor Navigation Challenges, Experiences and Technology Roadmap. Academic Press, Massachusetts (Estados Unidos de América). (2019). ISBN: 9780128131893

• Lessons Learned in Generating Ground Truth for Indoor Positioning Systems Based on Wi-Fi Fingerprinting

  Joaquín Torres Sospedra, Oscar Belmonte Fernández, Germán Martín Mendoza Silva, Raúl Montoliu Colás, Adrián Puertas Cabedo, Luis Enrique Rodríguez Pupo, Sergio Trilles Oliver, Andrea Calia, Mauri Benedito Bordonau, Joaquín Huerta Guijarro.

  Geographical and Fingerprinting Data to Create Systems for Indoor Positioning and Indoor/Outdoor Navigation Challenges, Experiences and Technology Roadmap. Academic Press, Massachusetts (Estados Unidos de América). (2019). ISBN: 9780128131893

Treballs presentats en congressos publicats

• Advancing Virtual Learning: A Review of Moodle For The Optimization Of Online Education

  Indira Lázara Lanza Cruz, Raúl Montoliu Colás, Alex Martínez Martínez, Inmaculada Remolar Quintana.

  18th International Technology, Education and Development Conference. Valencia (España)

  International Academy of Technology, Education and Development (IATED), 2024. ISBN: 9788409592159

• Predicting Student Performance with Virtual Resources Interaction Data at Different Stages of the Course

  Alex Martínez Martínez, Raúl Montoliu Colás, Inmaculada Remolar Quintana.

  MIS4TEL 2023: Methodologies and Intelligent Systems for Technology Enhanced Learning, 13th International Conference. Guimaraes (Portugal)

  Springer, 2023. ISBN: 9783031412257

• Let’s Talk about k-NN for Indoor Positioning: Myths and Facts in RF-based Fingerprinting

  Joaquín Torres Sospedra, Cristiano Pendão, Ivo Silva, Filipe Meneses, Darwin Patricio Quezada Gaibor, Raúl Montoliu Colás, Antonino Crivello, Paolo Barsocchi, Antoni Pérez Navarro, Adriano Moreira.

  2023 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN). Nuremberg (Alemania)

  IEEE, 2023. ISBN: 9798350320114

• Automatic And Non-Invasive Analysis Of Behavioural Routines Using BLE Technology

  Javier Gaviña Rueda, Raúl Montoliu Colás, Emilio Sansano Sansano, Marina Martínez García, Sergio Lluva Plaza, Ana Jiménez Martín, José M. Villadangos, Juan Jesús García Domínguez.

  13th International Conference on Indoor Positioning and Indoor Navigation. Nuremberg (Alemania)

  2023. ISSN: 1613-0073

• Secondary Reserve Marginal Band Price Prediction with Classical and Machine Learning Based Techniques

  Javier Cardo Miota, Héctor Beltrán San Segundo, Emilio Pérez Soler, Emilio Sansano Sansano.

  IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society. Singapur (Singapur)

  IEEE, 2023. ISBN: 9798350331820

• Predicting Student Performance with Virtual Resources Interaction Data

  Alex Martínez Martínez, Raúl Montoliu Colás, Jesús Aguiló Salinas, Inmaculada Remolar Quintana.

  IFIP International Conference on Artificial Intelligence Applications and Innovations - AIAI 2023. Leon (España)

  Springer, 2023. ISBN: 9783031341106

• Unsupervised detection of transitions at home by using BLE technology

  Raúl Montoliu Colás, Emilio Sansano Sansano.

  2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN). Lloret de Mar (España)

  IEEE, 2021. ISBN: 9781665404020

• A novel method for in-home Gait Speed estimation in Health Monitoring Using Bluetooth Low Energy

  Fernando J. Aranda, Fernando J. Álvarez, Felipe Parralejo, Emilio Sansano Sansano, Raúl Montoliu Colás.

  2021 22nd IEEE International Conference on Industrial Technology (ICIT). València (España)

  IEEE, 2021. ISBN: 9781728157306

• TAG: A Tabletop Games Framework

  Raluca D. Gaina, Martin Balla, Alexander Dockhorn, Raúl Montoliu Colás, Diego Perez Liebana.

  16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020). Worcester (Estados Unidos de América)

  2020. ISSN: 1613-0073

• Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game

  Raúl Montoliu Colás, Raluca D. Gaina, Diego Pérez Liebana, Daniel Delgado Gomis, Simon Lucas.

  International Conference on the Applications of Evolutionary Computation (Part of EvoStar). Sevilla (España)

  Springer, 2020. ISBN: 9783030437213

• Improving Positioning Accuracy in Ambient Assisted Living Environments. A Multi-Sensor Approach

  Emilio Sansano Sansano, Oscar Belmonte Fernández, Raúl Montoliu Colás, Arturo Gascó Compte, Antonio Caballer Miedes, Pilar Bayarri Iturralde.

  15th International Conference on Intelligent Environments (IE 2019 ). Rabat (Marruecos)

  IEEE, 2019. ISBN: 9781728129358

• Senior monitoring: a real case of applying a WiFi fingerprinting-based indoor positioning method for people monitoring

  Raúl Montoliu Colás, Emilio Sansano Sansano, Arturo Gascó Compte, Oscar Belmonte Fernández, Antonio Caballer Miedes.

  10th International Conference on Indoor Positioning and Indoor Navigation IPIN 2019. Pisa (Italia)

  2019. ISSN: 1613-0073

• Evaluation of Crowdsourcing Wi-Fi Radio Map Creation in a Real Scenario for AAL Applications

  Oscar Belmonte Fernández, Arturo Gascó Compte, Emilio Sansano Sansano, Mario Quinde, Jose Ginés Giménez Manuel, Juan Carlos Augusto.

  15th International Conference on Intelligent Environments (IE 2019). Rabat (Marruecos)

  IEEE, 2019. ISBN: 9781728129358

Tesis dirigides

• Machine learning-based techniques for indoor localization and human activity recognition through wearable devices

  Autoria: Sansano Sansano, Emilio. Institució: Universitat Jaume I. Data lectura: 22/12/20

  Direcció: Montoliu Colás, Raúl; Belmonte Fernández, Oscar

• Aplicacions d'intel·ligència artificial en problemes reals
• Desenvolupament de tècniques d'IA per a videojocs
• Posicionament a interiors
• Monitorització de l'activitat diària
• Anàlisi i modelització de dades

Cartera de patents (patents on l'UJI és titular)

SOFTWARE: SISTEMA DE MONITORIZACIÓN BASADO EN LOCALIZACIÓN EN INTERIORES A TRAVÉS DE DISPOSITIVOS MÓVILES

• N. sol·licitud: UJI1064
• Data sol·licitud: 31/05/2017
• Data prioritat:

Localización en interores basado en WiFi a través de dispositivos inteligentes de tipo smart-watch y smart-phone.

Paraules clau

• Intel·ligència artificial
• Anàlisi de dades
• Sensors
• Sistemes intel·ligents
• Videojocs