808 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidad Carlos III de MadridES6 papers
- École Polytechnique Fédérale de LausanneCH4 papers
- IMDEA NetworksES4 papers
- NEC (Japan)JP3 papers
- Aalto UniversityFI2 papers
- Carnegie Mellon UniversityUS2 papers
- ETH ZurichCH2 papers
- EURECOMFR2 papers
- Instituto de TelecomunicaçõesPT2 papers
- KU LeuvenBE2 papers
- Luleå University of TechnologySE2 papers
- Politecnico di MilanoIT2 papers
16 papers · 1 filter
Efficient and Scalable Multi-task Regression on Massive Number of Tasks
Xiao He, Francesco Alesiani, Ammar Shaker
Many real-world large-scale regression problems can be formulated as Multi-task Learning (MTL) problems with a massive number of tasks, as in retail and transportation domains. How…
Knowledge Graph Completion to Predict Polypharmacy Side Effects
Brandon Malone, Alberto García-Durán, Mathias Niepert
The polypharmacy side effect prediction problem considers cases in which two drugs taken individually do not result in a particular side effect; however, when the two drugs are tak…
On the Fly Orchestration of Unikernels: Tuning and Performance Evaluation of Virtual Infrastructure Managers
Pier Luigi Ventre, Paolo Lungaroni, Giuseppe Siracusano +4
Network operators are facing significant challenges meeting the demand for more bandwidth, agile infrastructures, innovative services, while keeping costs low. Network Functions Vi…
Learning Sequence Encoders for Temporal Knowledge Graph Completion
Alberto García-Durán, Sebastijan Dumančić, Mathias Niepert
Research on link prediction in knowledge graphs has mainly focused on static multi-relational data. In this work we consider temporal knowledge graphs where relations between entit…
We Hear Your Activities through Wi-Fi Signals
Fang-Jing Wu, Gürkan Solmaz
In this paper we focus on the problem of human activity recognition without identification of the individuals in a scene. We consider using Wi-Fi signals to detect certain human mo…
Together or Alone: Detecting Group Mobility with Wireless Fingerprints
Gürkan Solmaz, Fang-Jing Wu
This paper proposes a novel approach for detecting groups of people that walk "together" (group mobility) as well as the people who walk "alone" (individual movements) using wirele…
Are You in the Line? RSSI-based Queue Detection in Crowds
Fang-Jing Wu, Gürkan Solmaz
Crowd behaviour analytics focuses on behavioural characteristics of groups of people instead of individuals' activities. This work considers human queuing behaviour which is a spec…
The Privacy Exposure Problem in Mobile Location-based Services
Fang-Jing Wu, Matthias R. Brust, Yan-Ann Chen +1
Mobile location-based services (LBSs) empowered by mobile crowdsourcing provide users with context-aware intelligent services based on user locations. As smartphones are capable of…
Resource Orchestration of 5G Transport Networks for Vertical Industries
K. Antevski, J. Martín-Pérez, Nuria Molner +12
The future 5G transport networks are envisioned to support a variety of vertical services through network slicing and efficient orchestration over multiple administrative domains.…
Smart buildings as Cyber-Physical Systems: Data-driven predictive control strategies for energy efficiency
Mischa Schmidt, Christer Åhlund
Due to its significant contribution to global energy usage and the associated greenhouse gas emissions, existing building stock's energy efficiency must improve. Predictive buildin…
Cyber-Physical System for Energy-Efficient Stadium Operation: Methodology and Experimental Validation
Mischa Schmidt, Anett Schülke, Alberto Venturi +2
The environmental impacts of medium to large scale buildings receive substantial attention in research, industry, and media. This paper studies the energy savings potential of a co…
z-TORCH: An Automated NFV Orchestration and Monitoring Solution
Vincenzo Sciancalepore, Faqir Zarrar Yousaf, Xavier Costa-Perez
Autonomous management and orchestration (MANO) of virtualized resources and services, especially in large-scale Network Function Virtualization (NFV) environments, is a big challen…
NFV and SDN - Key Technology Enablers for 5G Networks
Faqir Zarrar Yousaf, Michael Bredel, Sibylle Schaller +1
Communication networks are undergoing their next evolutionary step towards 5G. The 5G networks are envisioned to provide a flexible, scalable, agile and programmable network platfo…
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning
Sebastijan Dumancic, Alberto Garcia-Duran, Mathias Niepert
Many real-world domains can be expressed as graphs and, more generally, as multi-relational knowledge graphs. Though reasoning and learning with knowledge graphs has traditionally…
DoubleEcho: Mitigating Context-Manipulation Attacks in Copresence Verification
Hien Thi Thu Truong, Juhani Toivonen, Thien Duc Nguyen +3
Copresence verification based on context can improve usability and strengthen security of many authentication and access control systems. By sensing and comparing their surrounding…
TransRev: Modeling Reviews as Translations from Users to Items
Alberto Garcia-Duran, Roberto Gonzalez, Daniel Onoro-Rubio +2
The text of a review expresses the sentiment a customer has towards a particular product. This is exploited in sentiment analysis where machine learning models are used to predict…