Journals

Transductive Learning

Information, 16(6), 494

B. Moroșanu, M. Negru, G. Nicolae, HS Ioniță, C. Paleologu

2025

Tackling the possibility of extracting a brain digital fingerprint based on personal hobbies predilection

Frontiers in Neuroscience, 19, 1487175

C. Andronache, D. Curǎvale, I.E. Nicolae, A.A. Neacşu, G. Nicolae, M. Ivanovici

2025

A Complex UNet Approach for Non-Invasive Fetal ECG Extraction Using Single-Channel Dry Textile Electrodes

arXiv

I. Orvas, A. Radu, A. Galli, A. Neacșu, E. Peri

2025

Are almost non-negative neural networks universal approximators?

Proc. International Workshop on Machine Learning for Signal Processing (MLSP) London

V. Vasilescu, A. Neacsu, J-C. Pesquet

2024

ABBA Neural Networks: Coping with Positivity, Expressivity, and Robustness

SIAM Journal on Mathematics of Data Science (SIMODS), vol 6, no 3, pages 649-678

A. Neacșu, J-C. Pesquet, V. Vasilescu, C. Burileanu

2024

Training Graph Neural Networks Subject to a Tight Lipschitz Constraint

Transactions on Machine Learning Research (TMLR), ISSN: 2835-8856

S. Juvină, A. Neacșu, J. Rony, J.-C. Pesquet, C. Burileanu

2024

Synthetic Benchmark for Data-Driven Pre-Si Analogue Circuit Verification

Electronics, 13(13), 2600

C. Manolache, C. Andronache, A. Guzu, A. Caranica, H. Cucu, A. Buzo, G. Pelz

2024

Automated Personalized Loudness Control for Multi-Track Recordings

Algorithms, 17(6), 228

B. Moroșanu, M. Negru, C. Paleologu

2024

EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks

ACM Transactions on Intelligent Systems and Technology (TIST), vol. 5, no. 2

A. Neacșu, J.-C. Pesquet, C. Burileanu

2023

Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model

IEEE Geoscience and Remote Sensing Letters, 20, 1-5

V. Vasilescu, M. Datcu, D. Faur

2023

A CNN-based Sentinel-2 image super-resolution method using multiobjective training

IEEE Transactions on Geoscience and Remote Sensing, 61, 1-14

V. Vasilescu, M. Datcu, D. Faur

2023

Automatic design optimization of microelectronic power switches

Scientific Bulletin of University Politehnica Bucharest, 85(1)

G. Nicolae, H. Cucu, C. Burileanu, A. Buzo, C. Feuerbaum, G. Pelz

2023

Integrating deep learning CTscan model, biological and clinical variables to predict the severity of COVID-19

Nature Communication vol. 12, no. 634

N. Lassau, S. Ammari, E. Chouzenoux, A. Neacșu et al.

2021

Performance of Conventional and Machine-Learning Approaches for the Diagnosis of Tumor Recurrence...

Austin Journal of Radiology , vol 8, no 7

S. Ammari, B. Rabiee, S. Juvina, L. Antonios, R.S. de Chou, C. Balleyguier

2021

Metamodel-based prediction of on resistance for microelectronic power switches

2021 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS)

G. Nicolae, A. Buzo, C. Feuerbaum, C.V. Diaconu, H. Cucu, G. Pelz, C. Burileanu

2021

Programming The NAO Humanoid Robot for Behavioral Therapy in Romania

Romanian Journal of Child & Adolescent Psychiatry, 7

G. Nicolae, C. Vlădeanu, L. Saru, C. Burileanu, R. Grozăvescu, G. Crăciun, I. Drugă, M. Hățiș

2019

Autonomous System for Performing Dexterous, Human-Level Manipulation Tasks as Response...

Proc. Future Access Enablers For Ubiquitous and Intelligent Infrastructures (FABULOUS)

A. Neacșu, C. Burileanu, H. Cucu

2017