Gregor Cerar | DeepAI

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Featured Co-authors

Carolina Fortuna
18 publications
Mihael Mohorčič
13 publications
Blaz Bertalanic
9 publications
Halil Yetgin
5 publications
Anže Pirnat
3 publications
Ljupcho Milosheski
3 publications
Marko Meza
2 publications
Andrej Čampa
2 publications
Timotej Gale
2 publications
Din Mušić
1 publication
Panagiotis Kapsalis
1 publication

∙ 08/07/2023

Deep Feature Learning for Wireless Spectrum Data

In recent years, the traditional feature engineering process for trainin...

0 Ljupcho Milosheski, et al. ∙

∙ 07/18/2023

Towards Sustainable Deep Learning for Multi-Label Classification on NILM

Non-intrusive load monitoring (NILM) is the process of obtaining applian...

0 Anže Pirnat, et al. ∙

∙ 05/17/2023

XAI for Self-supervised Clustering of Wireless Spectrum Activity

The so-called black-box deep learning (DL) models are increasingly used ...

0 Ljupcho Milosheski, et al. ∙

∙ 10/12/2022

Resource-aware Deep Learning for Wireless Fingerprinting Localization

Location based services, already popular with end users, are now inevita...

0 Gregor Cerar, et al. ∙

∙ 10/12/2022

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

Artificial Intelligence (AI) technologies are moving from customized dep...

0 Carolina Fortuna, et al. ∙

∙ 09/22/2022

Self-supervised Learning for Clustering of Wireless Spectrum Activity

In recent years, much work has been done on processing of wireless spect...

0 Ljupcho Milosheski, et al. ∙

∙ 05/09/2022

On Designing Data Models for Energy Feature Stores

The digitization of the energy infrastructure enables new, data driven, ...

0 Gregor Cerar, et al. ∙

∙ 01/22/2022

Towards Sustainable Deep Learning for Wireless Fingerprinting Localization

Location based services, already popular with end users, are now inevita...

0 Anže Pirnat, et al. ∙

∙ 02/23/2021

Learning to Fairly Classify the Quality of Wireless Links

Machine learning (ML) has been used to develop increasingly accurate lin...

0 Gregor Cerar, et al. ∙

∙ 02/05/2021

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

Multiple-input multiple-output (MIMO) is an enabling technology to meet ...

0 Gregor Cerar, et al. ∙

∙ 08/12/2020

Learning to Detect Anomalous Wireless Links in IoT Networks

After decades of research, Internet of Things (IoT) is finally permeatin...

0 Gregor Cerar, et al. ∙

∙ 07/03/2020

On Designing a Machine Learning Based Wireless Link Quality Classifier

Ensuring a reliable communication in wireless networks strictly depends ...

0 Gregor Cerar, et al. ∙

∙ 12/07/2018

Link Quality Estimation using Machine Learning

Since the emergence of wireless communication networks, quality aspects ...

0 Gregor Cerar, et al. ∙

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