Darian M. Onchis

According to our database, Darian M. Onchis authored at least 53 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge.

Darian M. Onchis, Codruta Istin, Ioan-Valentin Samuila

Mach. Learn. Knowl. Extr., September, 2024

Parallel homological calculus for 3D binary digital images.

Fernando Díaz-del-Río, Helena Molina-Abril, Pedro Real, Darian M. Onchis, Sergio Blanco-Trejo

Ann. Math. Artif. Intell., January, 2024

Sisteme Hibride de Invatare Automata si Aplicatii.

Eduard Hogea, Darian M. Onchis

CoRR, 2024

FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing.

Eduard Hogea, Adrian Popescu, Darian M. Onchis, Grégoire Petit

CoRR, 2024

2023

Neuro-symbolic model for cantilever beams damage detection.

Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi

Comput. Ind., October, 2023

Prediction and Classification Models for Hashimoto's Thyroiditis Risk Using Clinical and Paraclinical Data.

Ana-Silvia Corlan, Diogen Babuc, Flavia Costi, Darian M. Onchis

Proceedings of the 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2023

Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement.

Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma

Proceedings of the Computer Analysis of Images and Patterns, 2023

2022

Dataset Knowledge Transfer for Class-Incremental Learning without Memory.

Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts.

Darian M. Onchis, Codruta Istin, Eduard Hogea

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

Parallel Setup for computing the Homological Region Adjacency Tree of a 3D binary image.

Pablo Sánchez-Cuevas, Fernando Díaz-del-Río, Pedro Real, Helena Molina-Abril, Darian M. Onchis, Sergio Blanco-Trejo

Proceedings of the International Symposium on Artificial Intelligence and Mathematics 2022 (ISAIM 2022), 2022

2021

Stable and explainable deep learning damage prediction for prismatic cantilever steel beam.

Darian M. Onchis, Gilbert-Rainer Gillich

Comput. Ind., 2021

Double distillation for class incremental learning.

Darian M. Onchis, Ioan-Valentin Samuila

Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2021

2020

Editorial of the special issue TIAR: Topological image analysis and recognition.

Hepzibah A. Christinal, Fernando Díaz-del-Río, Rebeca Marfil, Helena Molina-Abril, Darian Onchis-Moaca, Pedro Real

Pattern Recognit. Lett., 2020

Should I trust a deep learning condition monitoring prediction?

Darian M. Onchis

Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020

2019

Deep learning for fault diagnosis and prognosis in manufacturing systems.

Ruqiang Yan, Xuefeng Chen, Peng Wang, Darian M. Onchis

Comput. Ind., 2019

A deep learning approach to condition monitoring of cantilever beams via time-frequency extended signatures.

Darian M. Onchis

Comput. Ind., 2019

Enhanced Parallel Generation of Tree Structures for the Recognition of 3D Images.

Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Sergio Blanco-Trejo, Darian M. Onchis

Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

Generating Second Order (Co)homological Information within AT-Model Context.

Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Darian M. Onchis

Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019

Refined Deep Learning for Digital Objects Recognition via Betti Invariants.

Darian M. Onchis, Codruta Istin, Pedro Real

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Stability of Spline-Type Systems in the Abelian Case.

Darian M. Onchis, Simone Zappalá

Symmetry, 2018

Realizable algorithm for approximating Hilbert-Schmidt operators via Gabor multipliers.

Darian M. Onchis, Simone Zappalá

J. Comput. Appl. Math., 2018

Lax-Like Stability for the Discretization of Pseudodifferential Operators through Gabor Multipliers and Spline-Type Spaces.

Darian M. Onchis, Simone Zappalá

Proceedings of the 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2018

Numerical stability of spline-based Gabor-like systems.

Darian M. Onchis, Simone Zappalá, Pedro Real, Codruta Istin

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Constructive Realizable Multi-resolution Wavelet-Like Systems Based on Multi-windows Spline-Type Spaces.

Darian M. Onchis, Simone Zappalá

Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017

Detecting Proteine Coding Regions Using a Customized Multi-scales Splines Construction.

Darian M. Onchis

Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017

Toward Parallel Computation of Dense Homotopy Skeletons for nD Digital Objects.

Pedro Real, Fernando Díaz-del-Río, Darian M. Onchis

Proceedings of the Combinatorial Image Analysis - 18th International Workshop, 2017

Labeling Color 2D Digital Images in Theoretical Near Logarithmic Time.

Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis

Proceedings of the Computer Analysis of Images and Patterns, 2017

Space-Variant Gabor Decomposition for Filtering 3D Medical Images.

Darian M. Onchis, Codruta Istin, Pedro Real

Proceedings of the Computer Analysis of Images and Patterns, 2017

2016

A parallel Homological Spanning Forest framework for 2D topological image analysis.

Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis

Pattern Recognit. Lett., 2016

Special issue on GeToHa.

Pedro Real, Darian M. Onchis, Helena Molina-Abril, Mihail Gaianu

Pattern Recognit. Lett., 2016

Detection of the mandibular canal in orthopantomography using a Gabor-filtered anisotropic generalized Hough transform.

Darian Onchis-Moaca, Simone Zappalá, Smaranda Laura Gotia, Pedro Real, Marius Pricop

Pattern Recognit. Lett., 2016

Approximate Duals of Gabor-Like Frames Based on Realizable Multi-Window Spline-Type Constructions.

Darian M. Onchis, Simone Zappalá

Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

On Homotopy Continuation for Speech Restoration.

Darian M. Onchis, Pedro Real

Proceedings of the Computational Topology in Image Context - 6th International Workshop, 2016

2015

Optimal Window and Lattice in Gabor Transform. Application to Audio Analysis.

Hélène Lachambre, Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Darian Onchis-Moaca

Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015

A Parallel Implementation for Computing the Region-Adjacency-Tree of a Segmentation of a 2D Digital Image.

Fernando Díaz-del-Río, Pedro Real, Darian M. Onchis

Proceedings of the Image and Video Technology - PSIVT 2015 Workshops, 2015

2014

Time-frequency methods for condition based maintenance and modal analysis.

Darian M. Onchis, Ruqiang Yan, Pavel Rajmic

Signal Process., 2014

Generalized Goertzel algorithm for computing the natural frequencies of cantilever beams.

Darian M. Onchis, Pavel Rajmic

Signal Process., 2014

Observing damaged beams through their time-frequency extended signatures.

Darian M. Onchis

Signal Process., 2014

Increasing the image resolution using multi-windows spline-type spaces.

Darian M. Onchis

Signal Process., 2014

Face and marker detection using Gabor frames on GPUs.

Mihail Gaianu, Darian M. Onchis

Signal Process., 2014

An optimally concentrated Gabor transform for localized time-frequency components.

Benjamin Ricaud, Guillaume Stempfel, Bruno Torrésani, Christoph Wiesmeyr, Hélène Lachambre, Darian M. Onchis

Adv. Comput. Math., 2014

Optimized frames and multi-dimensional challenges in time-frequency analysis.

Darian M. Onchis

Adv. Comput. Math., 2014

Construction of approximate dual wavelet frames.

Hans G. Feichtinger, Darian M. Onchis, Christoph Wiesmeyr

Adv. Comput. Math., 2014

Approximate dual Gabor atoms via the adjoint lattice method.

Hans G. Feichtinger, Anna Grybos, Darian M. Onchis

Adv. Comput. Math., 2014

Enhancing Dental Radiographic Images in Spline-Type Spaces.

Darian M. Onchis, Smaranda Laura Gotia

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Multi-phase Identification in Microstructures Images Using a GPU Accelerated Fuzzy C-Means Segmentation.

Darian M. Onchis, Doina Frunzaverde, Mihail Gaianu, Relu Ciubotariu

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

2013

Erosion based Method for Quantification of Facial Palsy.

Mihail Gaianu, Gabriela Cristescu, Darian M. Onchis

Int. J. Comput. Commun. Control, 2013

2012

Signal Reconstruction in Multi-Windows Spline-Spaces Using the Dual System.

Darian M. Onchis

IEEE Signal Process. Lett., 2012

Gradually improving the readability of the time-frequency spectra for natural frequency identification in cantilever beams.

Darian Onchis-Moaca, Gilbert-Rainer Gillich, Radu Frunza

Proceedings of the 20th European Signal Processing Conference, 2012

A method for optimizing the ambiguity function concentration.

Hans Georg Feichtinger, Darian Onchis-Moaca, Benjamin Ricaud, Bruno Torrésani, Christoph Wiesmeyr

Proceedings of the 20th European Signal Processing Conference, 2012

2010

Constructive realization of dual systems for generators of multi-window spline-type spaces.

Hans G. Feichtinger, Darian M. Onchis

J. Comput. Appl. Math., 2010

2009

The Flexible Gabor-Wavelet Transform for Car Crash Signal Analysis.

Darian M. Onchis, Esperanza M. Súarez Sánchez

Int. J. Wavelets Multiresolution Inf. Process., 2009

2005

Multiple 1D Data Parallel Wavelet Transform.

Darian M. Onchis, Constantin Marta

Proceedings of the Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2005), 2005