23 citations · 71 across the 8 of their papers we have counts for
8 papers
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning
Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi +2
Indoor Positioning based on Machine Learning has drawn increasing attention both in the academy and the industry as meaningful information from the reference data can be extracted.…
Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets
Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra +4
Wearable and IoT devices requiring positioning and localisation services grow in number exponentially every year. This rapid growth also produces millions of data entries that need…
Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification
Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi +2
Machine learning models have become an essential tool in current indoor positioning solutions, given their high capabilities to extract meaningful information from the environment.…
Assessment of OGC Web Processing Services for REST principles
Carlos Granell, Laura Díaz, Alain Tamayo +1
Recent distributed computing trends advocate the use of Representational State Transfer (REST) to alleviate the inherent complexity of the Web services standards in building servic…
Instance-based XML data binding for mobile devices
Alain Tamayo, Carlos Granell, Joaquín Huerta
XML and XML Schema are widely used in different domains for the definition of standards that enhance the interoperability between parts exchanging information through the Internet.…
Dealing with large schema sets in mobile SOS-based applications
Alain Tamayo, Carlos Granell, Joaquín Huerta
Although the adoption of OGC Web Services for server, desktop and web applications has been successful, its penetration in mobile devices has been slow. One of the main reasons is…
Analysing complexity of XML Schemas in geospatial web services
Alain Tamayo, Carlos Granell, Joaquín Huerta
XML Schema is the language used to define the structure of messages exchanged between OGC-based web service clients and providers. The size of these schemas has been growing with t…
Empirical study of sensor observation services server instances
Alain Tamayo, Pablo Viciano, Carlos Granell +1
The number of Sensor Observation Service (SOS) instances available online has been increasing in the last few years. The SOS specification standardises interfaces and data formats…