Darian M. Onchis
Orcid: 0000-0003-4846-3752Affiliations:
- University of Vienna, Faculty of Mathematics, Austria
- West University of Timisoara, Romania
According to our database1,
Darian M. Onchis authored at least 69 papers
between 2005 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Towards a clinical decision protocol for therapeutic plasma exchange based on biomarker patterns and machine learning.
BMC Medical Informatics Decis. Mak., December, 2026
From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers.
Mach. Vis. Appl., January, 2026
Rule guided transformers for dynamic knowledge adaptation in rotating machinery fault diagnosis.
Adv. Eng. Informatics, 2026
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026
2025
Bionnica: a customizable deep neural network architecture for colorectal polyps' premalignancy risk evaluation with masked autoencoders.
Multim. Tools Appl., November, 2025
ScoresActivation: A New Activation Function for Model Agnostic Global Explainability by Design.
CoRR, November, 2025
CoRR, March, 2025
Topology Meets Attribution: A Novel Explainability Approach for Transparent Medical Decision Support.
Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2025
Age-Related Differences and Machine Learning-Based Insights in Patients with Non-Functioning Adrenal Adenomas.
Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2025
BOVNet: Cervical Cells Classifications Using a Custom-Based Neural Network with Autoencoders.
Proceedings of the 11th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2025
EnfXAI: Enhancing Seizure Detection with Interpretable Deep Neuro-Fuzzy Architectures.
Proceedings of the 21st IEEE International Conference on Intelligent Computer Communication and Processing, 2025
Logic Meets Attention: A Neuro-symbolic Approach to Vibration Fault Detection (short paper).
Proceedings of the 1st International Workshop on Advanced Neuro-Symbolic Applications co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), 2025
ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion.
Proceedings of the International Workshop on Automotive and Medical Multimedia: Bridging the Gap Between Mobility and Healthcare, 2025
ESM-VAE: Bias Reduction in EEG Models via Synthetic Data Generation with Variational Autoencoders.
Proceedings of the Intelligent Information and Database Systems - 17th Asian Conference, 2025
2024
Mach. Learn. Knowl. Extr., September, 2024
Ann. Math. Artif. Intell., January, 2024
CoRR, 2024
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing.
CoRR, 2024
Proceedings of the 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2024
2023
Comput. Ind., October, 2023
Prediction and Classification Models for Hashimoto's Thyroiditis Risk Using Clinical and Paraclinical Data.
Proceedings of the 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
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.
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.
Comput. Ind., 2021
Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2021
2020
Pattern Recognit. Lett., 2020
Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020
2019
Comput. Ind., 2019
A deep learning approach to condition monitoring of cantilever beams via time-frequency extended signatures.
Comput. Ind., 2019
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019
Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019
Proceedings of the Computer Analysis of Images and Patterns, 2019
2018
Realizable algorithm for approximating Hilbert-Schmidt operators via Gabor multipliers.
J. Comput. Appl. Math., 2018
Lax-Like Stability for the Discretization of Pseudodifferential Operators through Gabor Multipliers and Spline-Type Spaces.
Proceedings of the 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Constructive Realizable Multi-resolution Wavelet-Like Systems Based on Multi-windows Spline-Type Spaces.
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.
Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017
Proceedings of the Combinatorial Image Analysis - 18th International Workshop, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
2016
Pattern Recognit. Lett., 2016
Detection of the mandibular canal in orthopantomography using a Gabor-filtered anisotropic generalized Hough transform.
Pattern Recognit. Lett., 2016
Approximate Duals of Gabor-Like Frames Based on Realizable Multi-Window Spline-Type Constructions.
Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016
Proceedings of the Computational Topology in Image Context - 6th International Workshop, 2016
2015
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.
Proceedings of the Image and Video Technology - PSIVT 2015 Workshops, 2015
2014
Signal Process., 2014
Generalized Goertzel algorithm for computing the natural frequencies of cantilever beams.
Signal Process., 2014
Signal Process., 2014
Signal Process., 2014
Adv. Comput. Math., 2014
Adv. Comput. Math., 2014
Adv. Comput. Math., 2014
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.
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014
2013
Int. J. Comput. Commun. Control, 2013
2012
IEEE Signal Process. Lett., 2012
Gradually improving the readability of the time-frequency spectra for natural frequency identification in cantilever beams.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2010
Constructive realization of dual systems for generators of multi-window spline-type spaces.
J. Comput. Appl. Math., 2010
2009
Int. J. Wavelets Multiresolution Inf. Process., 2009
2005
Proceedings of the Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2005), 2005