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ORCIDDarian M. Onchis
Person information
- affiliation: University of Vienna, Faculty of Mathematics, Austria
- affiliation: West University of Timisoara, Romania
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2020 – today
- 2024
[j25]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): 77-113 (2024)- [j24]Darian M. Onchis, Codruta Istin, Ioan-Valentin Samuila:
Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge. Mach. Learn. Knowl. Extr. 6(3): 1921-1935 (2024) - [i6]Eduard Hogea, Adrian Popescu, Darian M. Onchis, Grégoire Petit:
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing. CoRR abs/2403.07406 (2024) - [i5]Eduard Hogea, Darian M. Onchis:
Sisteme Hibride de Invatare Automata si Aplicatii. CoRR abs/2406.11870 (2024) - 2023
- [j23]Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi:
Neuro-symbolic model for cantilever beams damage detection. Comput. Ind. 151: 103991 (2023) - [c26]Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma:
Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement. CAIP (1) 2023: 35-44 - [c25]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: 251-255 - [i4]Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi:
Neuro-symbolic model for cantilever beams damage detection. CoRR abs/2305.03063 (2023) - 2022
- [c24]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 - [c23]Darian M. Onchis, Codruta Istin, Eduard Hogea:
Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts. SYNASC 2022: 189-194 - [c22]Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis:
Dataset Knowledge Transfer for Class-Incremental Learning without Memory. WACV 2022: 3311-3320 - 2021
- [j22]Darian M. Onchis, Gilbert-Rainer Gillich:
Stable and explainable deep learning damage prediction for prismatic cantilever steel beam. Comput. Ind. 125: 103359 (2021) - [c21]Darian M. Onchis, Ioan-Valentin Samuila:
Double distillation for class incremental learning. SYNASC 2021: 182-185 - [i3]Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis:
Dataset Knowledge Transfer for Class-Incremental Learning without Memory. CoRR abs/2110.08421 (2021) - 2020
- [j21]Hepzibah A. Christinal, Fernando Díaz-del-Río, Rebeca Marfil, Helena Molina-Abril, Darian Onchis-Moaca, Pedro Real:
Editorial of the special issue TIAR: Topological image analysis and recognition. Pattern Recognit. Lett. 136: 228-229 (2020) - [c20]Darian M. Onchis:
Should I trust a deep learning condition monitoring prediction? SYNASC 2020: 182-186
2010 – 2019
- 2019
- [j20]Darian M. Onchis:
A deep learning approach to condition monitoring of cantilever beams via time-frequency extended signatures. Comput. Ind. 105: 177-181 (2019) - [j19]Ruqiang Yan, Xuefeng Chen, Peng Wang, Darian M. Onchis:
Deep learning for fault diagnosis and prognosis in manufacturing systems. Comput. Ind. 110: 1-2 (2019) - [c19]Darian M. Onchis, Codruta Istin, Pedro Real:
Refined Deep Learning for Digital Objects Recognition via Betti Invariants. CAIP (1) 2019: 613-621 - [c18]Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Darian M. Onchis:
Generating Second Order (Co)homological Information within AT-Model Context. CTIC 2019: 68-81 - [c17]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: 292-301 - 2018
- [j18]Darian M. Onchis, Simone Zappalá:
Realizable algorithm for approximating Hilbert-Schmidt operators via Gabor multipliers. J. Comput. Appl. Math. 337: 119-124 (2018) - [j17]Darian M. Onchis, Simone Zappalá:
Stability of Spline-Type Systems in the Abelian Case. Symmetry 10(1): 7 (2018) - [c16]Darian M. Onchis, Simone Zappalá, Pedro Real, Codruta Istin:
Numerical stability of spline-based Gabor-like systems. EUSIPCO 2018: 1337-1341 - [c15]Darian M. Onchis, Simone Zappalá:
Lax-Like Stability for the Discretization of Pseudodifferential Operators through Gabor Multipliers and Spline-Type Spaces. SYNASC 2018: 88-94 - 2017
- [c14]Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis:
Labeling Color 2D Digital Images in Theoretical Near Logarithmic Time. CAIP (2) 2017: 391-402 - [c13]Darian M. Onchis, Codruta Istin, Pedro Real:
Space-Variant Gabor Decomposition for Filtering 3D Medical Images. CAIP (2) 2017: 455-461 - [c12]Pedro Real, Fernando Díaz-del-Río, Darian M. Onchis:
Toward Parallel Computation of Dense Homotopy Skeletons for nD Digital Objects. IWCIA 2017: 142-155 - [c11]Darian M. Onchis, Simone Zappalá:
Constructive Realizable Multi-resolution Wavelet-Like Systems Based on Multi-windows Spline-Type Spaces. SYNASC 2017: 99-104 - [c10]Darian M. Onchis:
Detecting Proteine Coding Regions Using a Customized Multi-scales Splines Construction. SYNASC 2017: 397-400 - 2016
- [j16]Pedro Real, Darian M. Onchis, Helena Molina-Abril, Mihail Gaianu:
Special issue on GeToHa. Pattern Recognit. Lett. 83: 1-2 (2016) - [j15]Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis:
A parallel Homological Spanning Forest framework for 2D topological image analysis. Pattern Recognit. Lett. 83: 49-58 (2016) - [j14]Darian Onchis-Moaca, Simone Zappalá, Smaranda Laura Gotia, Pedro Real, Marius Pricop:
Detection of the mandibular canal in orthopantomography using a Gabor-filtered anisotropic generalized Hough transform. Pattern Recognit. Lett. 83: 85-90 (2016) - [c9]Darian M. Onchis, Pedro Real:
On Homotopy Continuation for Speech Restoration. CTIC 2016: 152-156 - [c8]Darian M. Onchis, Simone Zappalá:
Approximate Duals of Gabor-Like Frames Based on Realizable Multi-Window Spline-Type Constructions. SYNASC 2016: 99-104 - 2015
- [c7]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: 98-109 - [c6]Hélène Lachambre, Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Darian Onchis-Moaca:
Optimal Window and Lattice in Gabor Transform. Application to Audio Analysis. SYNASC 2015: 109-112 - 2014
- [j13]Hans G. Feichtinger, Darian M. Onchis, Christoph Wiesmeyr:
Construction of approximate dual wavelet frames. Adv. Comput. Math. 40(1): 273-282 (2014) - [j12]Hans G. Feichtinger, Anna Grybos, Darian M. Onchis:
Approximate dual Gabor atoms via the adjoint lattice method. Adv. Comput. Math. 40(3): 651-665 (2014) - [j11]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): 683-702 (2014) - [j10]Darian M. Onchis:
Optimized frames and multi-dimensional challenges in time-frequency analysis. Adv. Comput. Math. 40(3): 703-709 (2014) - [j9]Darian M. Onchis:
Observing damaged beams through their time-frequency extended signatures. Signal Process. 96: 16-20 (2014) - [j8]Darian M. Onchis, Pavel Rajmic:
Generalized Goertzel algorithm for computing the natural frequencies of cantilever beams. Signal Process. 96: 45-50 (2014) - [j7]Mihail Gaianu, Darian M. Onchis:
Face and marker detection using Gabor frames on GPUs. Signal Process. 96: 90-93 (2014) - [j6]Darian M. Onchis, Ruqiang Yan, Pavel Rajmic:
Time-frequency methods for condition based maintenance and modal analysis. Signal Process. 96: iv-v (2014) - [j5]Darian M. Onchis:
Increasing the image resolution using multi-windows spline-type spaces. Signal Process. 103: 195-200 (2014) - [c5]Darian M. Onchis, Smaranda Laura Gotia:
Enhancing Dental Radiographic Images in Spline-Type Spaces. SYNASC 2014: 559-564 - [c4]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: 602-607 - [i2]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 abs/1403.2180 (2014) - 2013
- [j4]Mihail Gaianu, Gabriela Cristescu, Darian M. Onchis:
Erosion based Method for Quantification of Facial Palsy. Int. J. Comput. Commun. Control 8(3): 416-424 (2013) - [i1]Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Hélène Lachambre, Darian M. Onchis:
An optimally concentrated Gabor transform for localized time-frequency components. CoRR abs/1310.8573 (2013) - 2012
- [j3]Darian M. Onchis:
Signal Reconstruction in Multi-Windows Spline-Spaces Using the Dual System. IEEE Signal Process. Lett. 19(11): 729-732 (2012) - [c3]Hans Georg Feichtinger, Darian Onchis-Moaca, Benjamin Ricaud, Bruno Torrésani, Christoph Wiesmeyr:
A method for optimizing the ambiguity function concentration. EUSIPCO 2012: 804-808 - [c2]Darian Onchis-Moaca, Gilbert-Rainer Gillich, Radu Frunza:
Gradually improving the readability of the time-frequency spectra for natural frequency identification in cantilever beams. EUSIPCO 2012: 809-813 - 2010
- [j2]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): 3467-3479 (2010)
2000 – 2009
- 2009
- [j1]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): 481-490 (2009) - 2005
- [c1]Darian M. Onchis, Constantin Marta:
Multiple 1D Data Parallel Wavelet Transform. SYNASC 2005: 178-181
Coauthor Index
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