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Št. zadetkov: 9
Event processing in asset management
Klemen Kenda
Video in druga učna gradiva
Oznake: computer science;data mining;artificial intelligence
This paper presents the conceptual architecture of the system for optimization of maintenance of assets that are equipped with adequate sensors. Beside the conceptual architecture we also present our implementation in the telecommunications use case, where we developed a system that helps optimizing ...
Leto: 2013 Vir: videolectures.net
Usage of the Kalman filter for data cleaning of sensor data
Klemen Kenda
Video in druga učna gradiva
Oznake: computer science;data mining;artificial intelligence
This paper presents a methodology for data cleaning of sensor data using the Kalman filter. The Kalman filter is an on-line algorithm and as such is ideal for usage on the sensor data streams. The Kalman filter learns parameters of a user-specified underlying model which models the phenomena the sen ...
Leto: 2013 Vir: videolectures.net
Modelling in Energy Related Scenarios
Klemen Kenda
Video in druga učna gradiva
Oznake: computer science;artificial intelligence;data mining
Fusing heterogeneous multivariate data in stream mining scenarios is a demanding task. Successful fusion requires a wellthought approach. We propose the use of a stream processing engine (SPE) that enables implementation of all the needed methods and ensures almost real-time responsiveness of th ...
Leto: 2015 Vir: videolectures.net
Usage of SVM for a Triggering Mechanism for Higgs Boson Detection
Klemen Kenda
Video in druga učna gradiva
Oznake: computer science;data mining;artificial intelligence
Real-time classification of events in high energy physics is essential to deal with huge amounts of data, produced by proton-proton collisions in ATLAS detector at Large Hadron Collider in CERN. With this work we have implemented a triggering mechanism method for saving relevant data, based on machi ...
Leto: 2017 Vir: videolectures.net
Groundwater Modeling with Machine Learning Techniques: Ljubljana Polje Aquifer
Klemen Kenda
Video in druga učna gradiva
Oznake: earth sciences;technology
Leto: 2018 Vir: videolectures.net
Methodology transfer from energy/mobility related scenarios to water management domain
Matej Senožetnik , Klemen Kenda
Video in druga učna gradiva
Oznake: earth sciences;technology
The first webinar of the Water4Cities project focuses on the work and achievements from previous FP6, FP7 and H2020 projects that can be efficiently re-used in water management scenarios. Outcomes and tools from the following projects: NRG4CAST (energy forecasting and data analysis on different ener ...
Leto: 2017 Vir: videolectures.net
Uporaba metod strojnega učenja pri analizi podatkov, zajetih z detektorjem ATLAS
Klemen Kenda, Tomaž Podobnik, Andrej Gorišek
Diplomsko delo
Oznake: računalništvo;strojno učenje;nadzorovano učenje;klasifikacijske metode;Higgsov bozon;
Uporaba metod strojnega učenja pri analizi podatkov, zajetih z detektorjem ATLAS
Leto: 2016 Vir: Fakulteta za matematiko in fiziko (UL FMF)
Integrating knowledge graphs and large language models for querying in an industrial environment
Domen Hočevar, Marko Robnik Šikonja, Klemen Kenda
Diplomsko delo
Oznake: knowledge graph;large language model;ChatGPT;retrieval-augmented;Industry 4.0;computer science;computer science and mathematics;interdisciplinary studies;diploma;
We describe an application that converts Industry 4.0 Administration Shell representations into a knowledge graph and stores the generated knowledge graph and vector embeddings of graph nodes in a GraphDB repository and a vector database, respectively. The application supports user queries in nat ...
Leto: 2024 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Politika neposrednih investicij kot instrument gospodarske politike Nemčije
Klemen Bibič, Vladimir Kenda, Manfred Manthey
Diplomsko delo
Oznake: gospodarstvo;ekonomska politika;tuje investicije;neposredne tuje investicije;zgodovinski pregledi;zakonodaja;davčni sistemi;Slovenija;Nemčija;
Politika neposrednih investicij kot instrument gospodarske politike Nemčije : diplomsko delo
Leto: 2004 Vir: Ekonomsko-poslovna fakulteta (UM EPF)
Št. zadetkov: 9
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