Alina L. Machidon

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Discriminant Analysis

Ubiquitous Systems

Compressive Sensing

Principal Components Analysis

Top Venues

Artif. Intell. Rev.

Publications

Alina L. Machidon, Veljko Pejovic
Adaptive data-driven subsampling for efficient neural network inference. Signal Image Video Process. 18 (6) (2024)
Octavian Mihai Machidon, Andraz Krasovec, Alina L. Machidon, Veljko Pejovic, Daniele Latini, Sarathchandrakumar T. Sasidharan, Fabio Del Frate
AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning. NET4us@MobiCom (2023)
Alina L. Machidon, Veljko Pejovic
Deep learning for compressive sensing: a ubiquitous systems perspective. Artif. Intell. Rev. 56 (4) (2023)
Alina L. Machidon, Veljko Pejovic
Deep Learning Techniques for Compressive Sensing-Based Reconstruction and Inference - A Ubiquitous Systems Perspective. CoRR (2021)
Alina L. Machidon, Fabio Del Frate, Matteo Picchiani, Octavian Mihai Machidon, Petre L. Ogrutan
Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis. Remote. Sens. 12 (11) (2020)
Alina L. Machidon, Octavian Mihai Machidon, Catalin Bogdan Ciobanu, Petre L. Ogrutan
Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and CUDA. Remote. Sens. 12 (12) (2020)
Alina L. Machidon, Octavian Mihai Machidon, Petre L. Ogrutan
Face Recognition Using Eigenfaces, Geometrical PCA Approximation and Neural Networks. TSP (2019)
Alina L. Machidon, Catalin Bogdan Ciobanu, Octavian Mihai Machidon, Petre Lucian Ogrutan
On Parallelizing Geometrical PCA Approximation. RoEduNet (2019)