Darian M. Onchis

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 32

Top Topics

Tree Structures

Top Venues

Signal Process.

Adv. Comput. Math.

Publications

Eduard Hogea, Darian M. Onchis
Sisteme Hibride de Invatare Automata si Aplicatii. CoRR (2024)
Fernando Díaz-del-Río, Helena Molina-Abril, Pedro Real, Darian M. Onchis, Sergio Blanco-Trejo
Parallel homological calculus for 3D binary digital images. Ann. Math. Artif. Intell. 92 (1) (2024)
Eduard Hogea, Adrian Popescu, Darian M. Onchis, Grégoire Petit
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing. CoRR (2024)
Ana-Silvia Corlan, Diogen Babuc, Flavia Costi, Darian M. Onchis
Prediction and Classification Models for Hashimoto's Thyroiditis Risk Using Clinical and Paraclinical Data. SYNASC (2023)
Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi
Neuro-symbolic model for cantilever beams damage detection. CoRR (2023)
Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi
Neuro-symbolic model for cantilever beams damage detection. Comput. Ind. 151 (2023)
Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma
Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement. CAIP (1) (2023)
Darian M. Onchis, Codruta Istin, Eduard Hogea
Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts. SYNASC (2022)
Pablo Sánchez-Cuevas, Fernando Díaz-del-Río, Pedro Real, Helena Molina-Abril, Darian M. Onchis, Sergio Blanco-Trejo
Parallel Setup for computing the Homological Region Adjacency Tree of a 3D binary image. ISAIM (2022)
Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis
Dataset Knowledge Transfer for Class-Incremental Learning without Memory. WACV (2022)
Darian M. Onchis, Gilbert-Rainer Gillich
Stable and explainable deep learning damage prediction for prismatic cantilever steel beam. Comput. Ind. 125 (2021)
Darian M. Onchis, Ioan-Valentin Samuila
Double distillation for class incremental learning. SYNASC (2021)
Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis
Dataset Knowledge Transfer for Class-Incremental Learning without Memory. CoRR (2021)
Darian M. Onchis
Should I trust a deep learning condition monitoring prediction? SYNASC (2020)
Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Darian M. Onchis
Generating Second Order (Co)homological Information within AT-Model Context. CTIC (2019)
Darian M. Onchis, Codruta Istin, Pedro Real
Refined Deep Learning for Digital Objects Recognition via Betti Invariants. CAIP (1) (2019)
Darian M. Onchis
A deep learning approach to condition monitoring of cantilever beams via time-frequency extended signatures. Comput. Ind. 105 (2019)
Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Sergio Blanco-Trejo, Darian M. Onchis
Enhanced Parallel Generation of Tree Structures for the Recognition of 3D Images. MCPR (2019)
Ruqiang Yan, Xuefeng Chen, Peng Wang, Darian M. Onchis
Deep learning for fault diagnosis and prognosis in manufacturing systems. Comput. Ind. 110 (2019)
Darian M. Onchis, Simone Zappalá, Pedro Real, Codruta Istin
Numerical stability of spline-based Gabor-like systems. EUSIPCO (2018)
Darian M. Onchis, Simone Zappalá
Realizable algorithm for approximating Hilbert-Schmidt operators via Gabor multipliers. J. Comput. Appl. Math. 337 (2018)
Darian M. Onchis, Simone Zappalá
Stability of Spline-Type Systems in the Abelian Case. Symmetry 10 (1) (2018)
Darian M. Onchis, Simone Zappalá
Lax-Like Stability for the Discretization of Pseudodifferential Operators through Gabor Multipliers and Spline-Type Spaces. SYNASC (2018)
Darian M. Onchis
Detecting Proteine Coding Regions Using a Customized Multi-scales Splines Construction. SYNASC (2017)
Pedro Real, Fernando Díaz-del-Río, Darian M. Onchis
Toward Parallel Computation of Dense Homotopy Skeletons for nD Digital Objects. IWCIA (2017)
Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis
Labeling Color 2D Digital Images in Theoretical Near Logarithmic Time. CAIP (2) (2017)
Darian M. Onchis, Simone Zappalá
Constructive Realizable Multi-resolution Wavelet-Like Systems Based on Multi-windows Spline-Type Spaces. SYNASC (2017)
Darian M. Onchis, Codruta Istin, Pedro Real
Space-Variant Gabor Decomposition for Filtering 3D Medical Images. CAIP (2) (2017)
Darian M. Onchis, Simone Zappalá
Approximate Duals of Gabor-Like Frames Based on Realizable Multi-Window Spline-Type Constructions. SYNASC (2016)
Darian M. Onchis, Pedro Real
On Homotopy Continuation for Speech Restoration. CTIC (2016)
Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis
A parallel Homological Spanning Forest framework for 2D topological image analysis. Pattern Recognit. Lett. 83 (2016)
Pedro Real, Darian M. Onchis, Helena Molina-Abril, Mihail Gaianu
Special issue on GeToHa. Pattern Recognit. Lett. 83 (2016)
Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis
A Parallel Implementation for Computing the Region-Adjacency-Tree of a Segmentation of a 2D Digital Image. PSIVT Workshops (2015)
Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Hélène Lachambre, Darian M. Onchis
An optimally concentrated Gabor transform for localized time-frequency components. Adv. Comput. Math. 40 (3) (2014)
Hans G. Feichtinger, Darian M. Onchis, Christoph Wiesmeyr
Construction of approximate dual wavelet frames. Adv. Comput. Math. 40 (1) (2014)
Hans G. Feichtinger, Anna Grybos, Darian M. Onchis
Approximate dual Gabor atoms via the adjoint lattice method. Adv. Comput. Math. 40 (3) (2014)
Darian M. Onchis, Doina Frunzaverde, Mihail Gaianu, Relu Ciubotariu
Multi-phase Identification in Microstructures Images Using a GPU Accelerated Fuzzy C-Means Segmentation. SYNASC (2014)
Hélène Lachambre, Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Darian M. Onchis
Optimal Window and Lattice in Gabor Transform Application to Audio Analysis. CoRR (2014)
Darian M. Onchis, Pavel Rajmic
Generalized Goertzel algorithm for computing the natural frequencies of cantilever beams. Signal Process. 96 (2014)
Darian M. Onchis, Ruqiang Yan, Pavel Rajmic
Time-frequency methods for condition based maintenance and modal analysis. Signal Process. 96 (2014)
Darian M. Onchis
Increasing the image resolution using multi-windows spline-type spaces. Signal Process. 103 (2014)
Darian M. Onchis, Smaranda Laura Gotia
Enhancing Dental Radiographic Images in Spline-Type Spaces. SYNASC (2014)
Mihail Gaianu, Darian M. Onchis
Face and marker detection using Gabor frames on GPUs. Signal Process. 96 (2014)
Darian M. Onchis
Optimized frames and multi-dimensional challenges in time-frequency analysis. Adv. Comput. Math. 40 (3) (2014)
Darian M. Onchis
Observing damaged beams through their time-frequency extended signatures. Signal Process. 96 (2014)
Mihail Gaianu, Gabriela Cristescu, Darian M. Onchis
Erosion based Method for Quantification of Facial Palsy. Int. J. Comput. Commun. Control 8 (3) (2013)
Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Hélène Lachambre, Darian M. Onchis
An optimally concentrated Gabor transform for localized time-frequency components. CoRR (2013)
Darian M. Onchis
Signal Reconstruction in Multi-Windows Spline-Spaces Using the Dual System. IEEE Signal Process. Lett. 19 (11) (2012)
Hans G. Feichtinger, Darian M. Onchis
Constructive realization of dual systems for generators of multi-window spline-type spaces. J. Comput. Appl. Math. 234 (12) (2010)
Darian M. Onchis, Esperanza M. Súarez Sánchez
The Flexible Gabor-Wavelet Transform for Car Crash Signal Analysis. Int. J. Wavelets Multiresolution Inf. Process. 7 (4) (2009)
Darian M. Onchis, Constantin Marta
Multiple 1D Data Parallel Wavelet Transform. SYNASC (2005)