On the synthetic dataset generation for IPTV services based on user behavior
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-4746-2
Abstract: The adoption of the paradigm shift from push-based media broadcasting to pull-based media streaming has seen a significant growth in the recent decade. IPTV is good example to illustrate this claim. In IPTV systems hundreds… read more here.
Keywords: iptv; generation iptv; dataset generation; synthetic dataset ... See more keywords
Efficient dataset generation for machine learning halide perovskite alloys
Sign Up to like & getrecommendations! Published in 2025 at "Physical Review Materials"
DOI: 10.1103/physrevmaterials.9.053802
Abstract: Lead-based perovskite solar cells have reached high efficiencies, but toxicity and lack of stability hinder their wide-scale adoption. These issues have been partially addressed through compositional engineering of perovskite materials, but the vast complexity of… read more here.
Keywords: efficient dataset; machine; machine learning; model training ... See more keywords
A Multiphysics Dataset Generation Procedure for the Data-Driven Modeling of Traction Electric Motors
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3554147
Abstract: This paper presents the work done to address two main challenges in the simulation and design of electric machines for traction applications. On one hand, the modeling process is becoming increasingly complex as the demand… read more here.
Keywords: electric motors; multiphysics dataset; data driven; traction ... See more keywords
Toward 5G NR High-Precision Indoor Positioning via Channel Frequency Response: A New Paradigm and Dataset Generation Method
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3157397
Abstract: Location-based services (LBSs) provide necessary infrastructure for daily life, from bicycle sharing to nursing care. In contrast to traditional positioning methods such as Wi-Fi, Bluetooth, and ultra-wideband (UWB), fifth-generation (5G) networking is defined as a… read more here.
Keywords: generation; high precision; dataset generation; generation method ... See more keywords
ELIAM: An Ellipsoid Windowing-Based Dataset Generation Framework for LiDAR and Position Aided mmWave Communications
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2024.3524554
Abstract: Sensing-aided communication is a key element of future 6G networks, with LiDAR widely used in mmWave vehicular communications for its precise geometric data. However, the limited field of view of vehicle-mounted LiDAR often results in… read more here.
Keywords: ellipsoid windowing; eliam ellipsoid; windowing based; generation framework ... See more keywords
Semi-Automated Dataset Generation for Residential Buildings Using Graph-Based Topological Modelling
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DOI: 10.3390/buildings15081283
Abstract: Most of Italy’s residential building stock predates contemporary structural safety and energy efficiency regulatory frameworks. Today, policymakers face the challenge of choosing whether to prioritise renovation or opt for demolition and reconstruction; both options carry… read more here.
Keywords: graph based; automated dataset; using graph; semi automated ... See more keywords