Carolina Fortuna

Eng. Appl. Artif. Intell., 2024

The Energy Cost of Artificial Intelligence of Things Lifecycle.

[BibT_eX]

[DOI]

CoRR, 2024

An Overview and Solution for Democratizing AI Workflows at the Network Edge.

[BibT_eX]

[DOI]

Andrej Cop

CoRR, 2024

RAG Enabled Conversations about Household Electricity Monitoring.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2024

Explainable semantic wireless anomaly characterization for digital twins.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances.

[BibT_eX]

[DOI]

IEEE Access, 2024

Natural Language Interaction with a Household Electricity Knowledge-based Digital Twin.

[BibT_eX]

[DOI]

Dimitrios N. Arvanitozisis

Proceedings of the IEEE International Conference on Communications, 2024

Beyond 5G Networking: The Case of NANCY Project.

[BibT_eX]

[DOI]

Maria Belesioti

Stylianos Trevlakis

Ramon Sanchez-Iborra

Rodrigo Asensio Garriga

Ioannis P. Chochliouros

Francisco Javier de Vicente Gutierrez

Sotiris Soukaras

Dimitris Kavallieros

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2024 IFIP WG 12.5 International Workshops, 2024

2023

Self-supervised learning for clustering of wireless spectrum activity.

[BibT_eX]

[DOI]

Comput. Commun., December, 2023

HANNA: Human-friendly provisioning and configuration of smart devices.

[BibT_eX]

[DOI]

Johann M. Márquez-Barja

Eng. Appl. Artif. Intell., November, 2023

Resource-Aware Time Series Imaging Classification for Wireless Link Layer Anomalies.

[BibT_eX]

[DOI]

Marko Meza

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Towards Sustainable Deep Learning for Multi-Label Classification on NILM.

[BibT_eX]

[DOI]

CoRR, 2023

XAI for Self-supervised Clustering of Wireless Spectrum Activity.

[BibT_eX]

[DOI]

CoRR, 2023

Area Under Time Series Transformation for Home Appliance Classification.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Wireless and Mobile Computing, 2023

Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Wireless and Mobile Computing, 2023

Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Machine Vision Based Wireless Link Layer Anomaly Characterization.

[BibT_eX]

[DOI]

Valerij Jovanov

Proceedings of the 1st International Workshop on Networked AI Systems, 2023

Deep Feature Learning for Wireless Spectrum Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Dimensioning Wireless Embedded Test Environments to Support Continuous Integration.

[BibT_eX]

[DOI]

Matevz Vucnik

Proceedings of the IEEE INFOCOM 2023, 2023

GNN for Wireless Link Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Resource-aware Deep Learning for Wireless Fingerprinting Localization.

[BibT_eX]

[DOI]

Gregor Cerar

CoRR, 2022

On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups.

[BibT_eX]

[DOI]

CoRR, 2022

On Designing Data Models for Energy Feature Stores.

[BibT_eX]

[DOI]

CoRR, 2022

Kubitect - a Solution for On-premise Cluster Deployment.

[BibT_eX]

[DOI]

Din Music

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Towards Sustainable Deep Learning for Wireless Fingerprinting Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

2021

Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks.

[BibT_eX]

[DOI]

Marko Meza

CoRR, 2021

Machine Learning for Wireless Link Quality Estimation: A Survey.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2021

Learning to Fairly Classify the Quality of Wireless Links.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual Conference on Wireless On-demand Network Systems and Services Conference, 2021

A Deep Learning Model for Anomalous Wireless Link Detection.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Wireless and Mobile Computing, 2021

Machine Learning-Based Model Selection for Anomalous Wireless Link Detection.

[BibT_eX]

[DOI]

Gregor Cerar

Halil Yetgin

Proceedings of the International Conference on Software, 2021

Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

Performance Evaluation of COINS Framework for Wireless Network Automation.

[BibT_eX]

[DOI]

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

2020

Learning to Detect Anomalous Wireless Links in IoT Networks.

[BibT_eX]

[DOI]

Gregor Cerar

Halil Yetgin

CoRR, 2020

Automatic Detection of Wireless Transmissions.

[BibT_eX]

[DOI]

IEEE Access, 2020

Learning to Detect Anomalous Wireless Links in IoT Networks.

[BibT_eX]

[DOI]

IEEE Access, 2020

On Designing a Machine Learning Based Wireless Link Quality Classifier.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Whitelisting in RFDMA Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Link Quality Estimation using Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Automatic Detection and Query of Wireless Spectrum Events from Streaming Data.

[BibT_eX]

[DOI]

CoRR, 2018

COINS: ContinuOus IntegratioN in wirelesS technology development.

[BibT_eX]

[DOI]

CoRR, 2018

Continuous Integration in Wireless Technology Development.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Preface.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Integrating Research Testbeds into Social Coding Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2018 European Conference on Networks and Communications, 2018

An Adaptive Channel Quality Metric for Ultra-Narrowband Systems.

[BibT_eX]

[DOI]

Tomaz Solc

Proceedings of the 2018 European Conference on Networks and Communications, 2018

2017

Software interfaces for control, optimization and update of 5G machine type communication networks.

[BibT_eX]

[DOI]

Comput. Networks, 2017

Discrete Transmit Power Devices in Dense Wireless Networks: Methodology and Case Study.

[BibT_eX]

[DOI]

IEEE Access, 2017

Optimization of ultra-narrowband wireless communication: An experimental case study.

[BibT_eX]

[DOI]

Tomaz Solc

Timotej Gale

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

2016

Data Driven Wireless Network Design: A Multi-level Modeling Approach.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2016

Data-Driven Design of Intelligent Wireless Networks: An Overview and Tutorial.

[BibT_eX]

[DOI]

Sensors, 2016

GITAR: Generic extension for Internet-of-Things ARchitectures enabling dynamic updates of network and application modules.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2016

2015

A Framework for Dynamic Composition of Communication Services.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2015

Heterogeneous spectrum sensing: challenges and methodologies.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2015

Online short-term forecasting of photovoltaic energy production.

[BibT_eX]

[DOI]

Aleksandra Rashkovska

Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Representation of spectrum sensing experimentation functionality for federated management and control.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

An Architecture for Fully Reconfigurable Plug-and-Play Wireless Sensor Network Testbed.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Design trade-offs for the wireless management networks of constrained device testbeds.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Power allocation game for interference mitigation in a real-world experimental testbed.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

2012

Towards building a global oracle: a physical mashup using artificial intelligence technology.

[BibT_eX]

[DOI]

Proceedings of the Third International Workshop on the Web of Things, 2012

Metadata management for the web of things: a practical perspective.

[BibT_eX]

[DOI]

Proceedings of the Third International Workshop on the Web of Things, 2012

A Framework for Acquiring Semantic Sensor Descriptions (Short Paper).

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Semantic Sensor Networks, 2012

Supporting Rule Generation and Validation on Environmental Data in EnStreaM.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

2011

A System for Publishing Sensor Data on the Semantic Web.

[BibT_eX]

[DOI]

Alexandra Moraru

Dunja Mladenic

J. Comput. Inf. Technol., 2011

The web of things.

[BibT_eX]

[DOI]

Marko Grobelnik

Proceedings of the 20th International Conference on World Wide Web, 2011

Spatio-temporal reasoning for traffic scene understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

Increasing Predictability and Sharing Tacit Knowledge in Electronic Design.

[BibT_eX]

[DOI]

Proceedings of the Context and Semantics for Knowledge Management, 2011

2010

Using Machine Learning on Sensor Data.

[BibT_eX]

[DOI]

J. Comput. Inf. Technol., 2010

Real-Time News Recommender System.

[BibT_eX]

[DOI]

Blaz Fortuna

Dunja Mladenic

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009

Dynamic composition of services for end-to-end information transport.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2009

Evaluation of Wavelength Requirements for Stratospheric Optical Transport Networks.

[BibT_eX]

[DOI]

J. Commun., 2009

Trends in the development of communication networks: Cognitive networks.

[BibT_eX]

[DOI]

Comput. Networks, 2009

A local knowledge base for service oriented access network selection.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGCOMM Workshop on Networking, 2009

A Local Knowledge Base for the Media Independent Information System.

[BibT_eX]

[DOI]

Proceedings of the Future Internet - FIS 2009, Second Future Internet Symposium, 2009

2008

Multiobjective optimization of service delivery over a heterogeneous wireless access system.

[BibT_eX]

[DOI]