Darian M. Onchis

65 papers A 1B 1C 2Misc 13Journal 36Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers.
Mach. Vis. Appl.
Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin
2026 J jnl
Rule guided transformers for dynamic knowledge adaptation in rotating machinery fault diagnosis.
Adv. Eng. Informatics
Eduard Hogea, Darian M. Onchis, Ruqiang Yan, Zheng Zhou
2025 C conf
BOVNet: Cervical Cells Classifications Using a Custom-Based Neural Network with Autoencoders.
ICT4AWE
Diogen Babuc, Darian M. Onchis
2025 J jnl
Bionnica: a customizable deep neural network architecture for colorectal polyps' premalignancy risk evaluation with masked autoencoders.
Multim. Tools Appl.
Diogen Babuc, Todor Ivascu, Melania Ardelean, Darian M. Onchis
2025 — conf
ESM-VAE: Bias Reduction in EEG Models via Synthetic Data Generation with Variational Autoencoders.
ACIIDS (1)
Emanuel Covaci, Flavia Costi, Darian M. Onchis
2025 B conf
EnfXAI: Enhancing Seizure Detection with Interpretable Deep Neuro-Fuzzy Architectures.
ICCP
Flavia Costi, Emanuel Covaci, Ovidiu Roman, Darian M. Onchis, Codruta Istin
2025 J jnl
ExDDV: A New Dataset for Explainable Deepfake Detection in Video.
CoRR
Vlad Hondru, Eduard Hogea, Darian M. Onchis, Radu Tudor Ionescu
2025 — conf
Logic Meets Attention: A Neuro-symbolic Approach to Vibration Fault Detection (short paper).
ANSyA@ECAI
Darian M. Onchis, Eduard Hogea
2025 J jnl
Refining Filter Global Feature Weighting for Fully-Unsupervised Clustering.
CoRR
Fabian Galis, Darian M. Onchis
2025 J jnl
ScoresActivation: A New Activation Function for Model Agnostic Global Explainability by Design.
CoRR
Emanuel Covaci, Fabian Galis, Radu Balan, Daniela Zaharie, Darian M. Onchis
2025 — conf
ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion.
AMM@MM
Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin
2024 J jnl
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing.
CoRR
Eduard Hogea, Adrian Popescu, Darian M. Onchis, Grégoire Petit
2024 Misc conf
On Applying GraphLime for Trustworthy Diabet Prediction.
SYNASC
Flavia Costi, Darian M. Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea
2024 J jnl
Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge.
Mach. Learn. Knowl. Extr.
Darian M. Onchis, Codruta Istin, Ioan-Valentin Samuila
2024 J jnl
Parallel homological calculus for 3D binary digital images.
Ann. Math. Artif. Intell.
Fernando Díaz-del-Río, Helena Molina-Abril, Pedro Real, Darian M. Onchis, Sergio Blanco-Trejo
2024 J jnl
Sisteme Hibride de Invatare Automata si Aplicatii.
CoRR
Eduard Hogea, Darian M. Onchis
2024 J jnl
ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods.
CoRR
Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin
2023 — conf
Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement.
CAIP (1)
Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma
2023 J jnl
Neuro-symbolic model for cantilever beams damage detection.
Comput. Ind.
Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi
2023 J jnl
Neuro-symbolic model for cantilever beams damage detection.
CoRR
Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi
2023 Misc conf
Prediction and Classification Models for Hashimoto's Thyroiditis Risk Using Clinical and Paraclinical Data.
SYNASC
Ana-Silvia Corlan, Diogen Babuc, Flavia Costi, Darian M. Onchis
2022 Misc conf
Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts.
SYNASC
Darian M. Onchis, Codruta Istin, Eduard Hogea
2022 A conf
Dataset Knowledge Transfer for Class-Incremental Learning without Memory.
WACV
Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis
2022 Misc conf
Parallel Setup for computing the Homological Region Adjacency Tree of a 3D binary image.
ISAIM
Pablo Sánchez-Cuevas, Fernando Díaz-del-Río, Pedro Real, Helena Molina-Abril, Darian M. Onchis, Sergio Blanco-Trejo
2021 J jnl
Dataset Knowledge Transfer for Class-Incremental Learning without Memory.
CoRR
Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis
2021 Misc conf
Double distillation for class incremental learning.
SYNASC
Darian M. Onchis, Ioan-Valentin Samuila
2021 J jnl
Stable and explainable deep learning damage prediction for prismatic cantilever steel beam.
Comput. Ind.
Darian M. Onchis, Gilbert-Rainer Gillich
2020 Misc conf
Should I trust a deep learning condition monitoring prediction?
SYNASC
Darian M. Onchis
2019 J jnl
A deep learning approach to condition monitoring of cantilever beams via time-frequency extended signatures.
Comput. Ind.
Darian M. Onchis
2019 J jnl
Deep learning for fault diagnosis and prognosis in manufacturing systems.
Comput. Ind.
Ruqiang Yan, Xuefeng Chen, Peng Wang, Darian M. Onchis
2019 — conf
Enhanced Parallel Generation of Tree Structures for the Recognition of 3D Images.
MCPR
Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Sergio Blanco-Trejo, Darian M. Onchis
2019 — conf
Generating Second Order (Co)homological Information within AT-Model Context.
CTIC
Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Darian M. Onchis
2019 — conf
Refined Deep Learning for Digital Objects Recognition via Betti Invariants.
CAIP (1)
Darian M. Onchis, Codruta Istin, Pedro Real
2018 Misc conf
Lax-Like Stability for the Discretization of Pseudodifferential Operators through Gabor Multipliers and Spline-Type Spaces.
SYNASC
Darian M. Onchis, Simone Zappalá
2018 — conf
Numerical stability of spline-based Gabor-like systems.
EUSIPCO
Darian M. Onchis, Simone Zappalá, Pedro Real, Codruta Istin
2018 J jnl
Realizable algorithm for approximating Hilbert-Schmidt operators via Gabor multipliers.
J. Comput. Appl. Math.
Darian M. Onchis, Simone Zappalá
2018 J jnl
Stability of Spline-Type Systems in the Abelian Case.
Symmetry
Darian M. Onchis, Simone Zappalá
2017 Misc conf
Constructive Realizable Multi-resolution Wavelet-Like Systems Based on Multi-windows Spline-Type Spaces.
SYNASC
Darian M. Onchis, Simone Zappalá
2017 Misc conf
Detecting Proteine Coding Regions Using a Customized Multi-scales Splines Construction.
SYNASC
Darian M. Onchis
2017 — conf
Labeling Color 2D Digital Images in Theoretical Near Logarithmic Time.
CAIP (2)
Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis
2017 — conf
Space-Variant Gabor Decomposition for Filtering 3D Medical Images.
CAIP (2)
Darian M. Onchis, Codruta Istin, Pedro Real
2017 C conf
Toward Parallel Computation of Dense Homotopy Skeletons for nD Digital Objects.
IWCIA
Pedro Real, Fernando Díaz-del-Río, Darian M. Onchis
2016 J jnl
A parallel Homological Spanning Forest framework for 2D topological image analysis.
Pattern Recognit. Lett.
Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis
2016 Misc conf
Approximate Duals of Gabor-Like Frames Based on Realizable Multi-Window Spline-Type Constructions.
SYNASC
Darian M. Onchis, Simone Zappalá
2016 — conf
On Homotopy Continuation for Speech Restoration.
CTIC
Darian M. Onchis, Pedro Real
2016 J jnl
Special issue on GeToHa.
Pattern Recognit. Lett.
Pedro Real, Darian M. Onchis, Helena Molina-Abril, Mihail Gaianu
2015 — conf
A Parallel Implementation for Computing the Region-Adjacency-Tree of a Segmentation of a 2D Digital Image.
PSIVT Workshops
Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis
2014 J jnl
An optimally concentrated Gabor transform for localized time-frequency components.
Adv. Comput. Math.
Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Hélène Lachambre, Darian M. Onchis
2014 J jnl
Approximate dual Gabor atoms via the adjoint lattice method.
Adv. Comput. Math.
Hans G. Feichtinger, Anna Grybos, Darian M. Onchis
2014 J jnl
Construction of approximate dual wavelet frames.
Adv. Comput. Math.
Hans G. Feichtinger, Darian M. Onchis, Christoph Wiesmeyr
2014 Misc conf
Enhancing Dental Radiographic Images in Spline-Type Spaces.
SYNASC
Darian M. Onchis, Smaranda Laura Gotia
2014 J jnl
Face and marker detection using Gabor frames on GPUs.
Signal Process.
Mihail Gaianu, Darian M. Onchis
2014 J jnl
Generalized Goertzel algorithm for computing the natural frequencies of cantilever beams.
Signal Process.
Darian M. Onchis, Pavel Rajmic
2014 J jnl
Increasing the image resolution using multi-windows spline-type spaces.
Signal Process.
Darian M. Onchis
2014 Misc conf
Multi-phase Identification in Microstructures Images Using a GPU Accelerated Fuzzy C-Means Segmentation.
SYNASC
Darian M. Onchis, Doina Frunzaverde, Mihail Gaianu, Relu Ciubotariu
2014 J jnl
Observing damaged beams through their time-frequency extended signatures.
Signal Process.
Darian M. Onchis
2014 J jnl
Optimal Window and Lattice in Gabor Transform Application to Audio Analysis.
CoRR
Hélène Lachambre, Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Darian M. Onchis
2014 J jnl
Optimized frames and multi-dimensional challenges in time-frequency analysis.
Adv. Comput. Math.
Darian M. Onchis
2014 J jnl
Time-frequency methods for condition based maintenance and modal analysis.
Signal Process.
Darian M. Onchis, Ruqiang Yan, Pavel Rajmic
2013 J jnl
An optimally concentrated Gabor transform for localized time-frequency components.
CoRR
Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Hélène Lachambre, Darian M. Onchis
2013 J jnl
Erosion based Method for Quantification of Facial Palsy.
Int. J. Comput. Commun. Control
Mihail Gaianu, Gabriela Cristescu, Darian M. Onchis
2012 J jnl
Signal Reconstruction in Multi-Windows Spline-Spaces Using the Dual System.
IEEE Signal Process. Lett.
Darian M. Onchis
2010 J jnl
Constructive realization of dual systems for generators of multi-window spline-type spaces.
J. Comput. Appl. Math.
Hans G. Feichtinger, Darian M. Onchis
2009 J jnl
The Flexible Gabor-Wavelet Transform for Car Crash Signal Analysis.
Int. J. Wavelets Multiresolution Inf. Process.
Darian M. Onchis, Esperanza M. Súarez Sánchez
2005 Misc conf
Multiple 1D Data Parallel Wavelet Transform.
SYNASC
Darian M. Onchis, Constantin Marta