Essays about: "data aggregation"

Showing result 11 - 15 of 168 essays containing the words data aggregation.

1. 11. Aggregation of Solar and Wind Power and its Impact on the Development of the Transmission Network : KTH Thesis Report

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Emma Juserius; Filippa Ström; [2023]
   Keywords : Aggregation between solar and wind; Coincident factor; Correlation coefficient; Hybrid park; Smoothing effects; Solar PV; Wind power generation; Hybridpark; Korrelations koefficient; Sammanlagring av sol och vindkraft; Solkraft; Utjämnings effekt; Vindkraft;

   Abstract : Variable renewable energy (VRE) is becoming more present in the energy mix as society aims to shift power production from fossil fuels. Solar and wind power are VRE sources, which can result in fluctuations in the input to the network, creating supply uncertainty. READ MORE

3. 12. Navigating the Era of Open Banking: The Opportunities and Threats of Open Banking - a Case Study of Nordea and the Open Banking Ecosystem

   University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

   Author : Dennis Kiener; Ronaldo Sprenger; [2023]
   Keywords : Open Banking; PSD2; FinTech; Banks; Finance;

   Abstract : Regulatory changes and shifts in technology enabled the rise of Open Banking. In this paper, we examine the opportunities and threats implied by Open Banking on traditional banks and the strategies on how to navigate the era of Open Banking, using Nordea as an example. READ MORE

4. 13. Meta-Pseudo Labelled Multi-View 3D Shape Recognition

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Fehmi Ayberk Uçkun; [2023]
   Keywords : 3D shape recognition; 3D object classification; 3D shape retrieval; 3D object retrieval; Automatic labelling; Semi-supervised learning; Pseudo labelling; Meta Pseudo Labelling; Multi-View Convolutional Neural Networks; Shape descriptors; Multi-view representations; Deeplearning; 3D-formigenkänning; 3D-objektklassificering; 3D-formhämtning; Hämtning av 3D-objekt; Automatisk märkning; Halv-vägledd lärning; Pseudomärkning; Meta Pseudo-märkning; Multi-View Faltningsnät; Formbeskrivningar; Multi-view representation; Djupinlärning;

   Abstract : The field of computer vision has long pursued the challenge of understanding the three-dimensional world. This endeavour is further fuelled by the increasing demand for technologies that rely on accurate perception of the 3D environment such as autonomous driving and augmented reality. READ MORE

5. 14. Efficient Utilization of Video Embeddings from Video-Language Models

   University essay from Linköpings universitet/Datorseende

   Author : Felix Lindgren; [2023]
   Keywords : VLM; CLIP; transformers; machine learning; video retrieval; activitynet; efficient training; aggregation;

   Abstract : In the digital age where video content is abundant, this thesis investigates the efficient adaptation of an existing video-language model (VLM) to new data. The research leverages CLIP, a robust language-vision model, for various video-related tasks including video retrieval. READ MORE

6. 15. Software Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Rémi Bourgerie; [2023]
   Keywords : 5G 4G; Federated Learning; Graoh Learning; Graph-based Federated Learning; Temporal Graph Neural Networks; Time Series; Anomaly Detection; Fault Detection; 5G 4G; Federerat lärande; Graf lärande; Grafbaserat federerat lärande; Temporal Graph Neural Networks; Tidsserier; Upptäckt av anomalier; Upptäckt av fel;

   Abstract : The increasing complexity of telecom networks, induced by the recent development of 5G, is a challenge for detecting faults in the telecom network. In addition to the structural complexity of telecommunication systems, data accessibility has become an issue both in terms of privacy and access cost. READ MORE