1.5k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universitat Oberta de CatalunyaES17 papers
- Universitat Rovira i VirgiliES6 papers
- University of ZurichCH6 papers
- Worldsensing (Spain)ES3 papers
- Institut Català de Paleoecologia Humana i Evolució SocialES2 papers
- Universidad de ZaragozaES2 papers
- University of Electronic Science and Technology of ChinaCN2 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- European Centre for Living TechnologyIT1 paper
- Hamad bin Khalifa UniversityQA1 paper
- Institució Catalana de Recerca i Estudis AvançatsES1 paper
- Institute for Cross-Disciplinary Physics and Complex SystemsES1 paper
17 papers
A domain-specific language for describing machine learning datasets
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
Datasets play a central role in the training and evaluation of machine learning (ML) models. But they are also the root cause of many undesired model behaviors, such as biased pred…
Characterization of interactions' persistence in time-varying networks
Francisco Bauzá Mingueza, Mario Floría, Jesús Gómez-Gardeñes +2
Many complex networked systems exhibit volatile dynamic interactions among their vertices, whose order and persistence reverberate on the outcome of dynamical processes taking plac…
New trends in indoor positioning based on WiFi and machine learning: A systematic review
Vladimir Bellavista-Parent, Joaquín Torres-Sospedra, Antoni Perez-Navarro
Currently there is no standard indoor positioning system, similar to outdoor GPS. However, WiFi signals have been used in a large number of proposals to achieve the above positioni…
Subsequent embedding in targeted image steganalysis: Theoretical framework and practical applications
David Megías, Daniel Lerch-Hostalot
Steganalysis is a collection of techniques used to detect whether secret information is embedded in a carrier using steganography. Most of the existing steganalytic methods are bas…
Structural dynamics of plant-pollinator mutualistic networks
Aniello Lampo, María J. Palazzi, Javier Borge-Holthoefer +1
The discourse surrounding the structural organization of mutualistic interactions mostly revolves around modularity and nestedness. The former is known to enhance the stability of…
Emergence of spatial transitions in urban congestion dynamics
Aniello Lampo, Javier Borge-Holthoefer, Sergio Gómez +1
The quantitative study of traffic dynamics is crucial to ensure the efficiency of urban transportation networks. The current work investigates the spatial properties of congestion,…
Exploiting the Solar Energy Surplus for Edge Computing
Borja Martinez, Xavier Vilajosana
In the context of the global energy ecosystem transformation, we introduce a new approach to reduce the carbon emissions of the cloud-computing sector and, at the same time, foster…
Neutral Theory for competing attention in social networks
Carlos A. Plata, Emanuele Pigani, Sandro Azaele +6
We used an ecological approach based on a neutral model to study the competition for attention in an online social network. This novel approach allow us to analyze some ecological…
Multiple abrupt phase transitions in urban transport congestion
Aniello Lampo, Javier Borge-Holthoefer, Sergio Gómez +1
During the last decades, the study of cities has been transformed by new approaches combining engineering and complexity sciences. Network theory is playing a central role, facilit…
Absence of a resolution limit in in-block nestedness
Manuel S. Mariani, María J. Palazzi, Albert Solé-Ribalta +2
Originally a speculative pattern in ecological networks, the hybrid or compound nested-modular pattern has been confirmed, during the last decade, as a relevant structural arrangem…
Effect of shortest path multiplicity on congestion of multiplex networks
Albert Solé-Ribalta, Alex Arenas, Sergio Gómez
Shortest paths are representative of discrete geodesic distances in graphs, and many descriptors of networks depend on their counting. In multiplex networks, this counting is radic…
Exploring the Performance Boundaries of NB-IoT
Borja Martinez, Ferran Adelantado, Andrea Bartoli +1
NarrowBand-IoT has just joined the LPWAN community. Unlike most of its competitors, NB-IoT did not emerge from a blank slate. Indeed, it is closely linked to LTE, from which it inh…
Revealing In-Block Nestedness: detection and benchmarking
Albert Solé-Ribalta, Claudio J. Tessone, Manuel S. Mariani +1
As new instances of nested organization --beyond ecological networks-- are discovered, scholars are debating around the co-existence of two apparently incompatible macroscale archi…
QT2S: A System for Monitoring Road Traffic via Fine Grounding of Tweets
Noora Al Emadi, Sofiane Abbar, Javier Borge-Holthoefer +2
Social media platforms provide continuous access to user generated content that enables real-time monitoring of user behavior and of events. The geographical dimension of such user…
Understanding the limits of LoRaWAN
Ferran Adelantado, Xavier Vilajosana, Pere Tuset-Peiro +3
The quick proliferation of LPWAN networks, being LoRaWAN one of the most adopted, raised the interest of the industry, network operators and facilitated the development of novel se…
A model to identify urban traffic congestion hotspots in complex networks
Albert Solé-Ribalta, Sergio Gómez, Alex Arenas
Traffic congestion is one of the most notable problems arising in worldwide urban areas, importantly compromising human mobility and air quality. Current technologies to sense real…
Decongestion of urban areas with hotspot-pricing
Albert Solé-Ribalta, Sergio Gómez, Alex Arenas
The rapid growth of population in urban areas is jeopardizing the mobility and air quality worldwide. One of the most notable problems arising is that of traffic congestion which i…