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ORCIDCodruta Istin
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2020 – today
- 2026
[j4]Nicoleta Sgavârdea, Darian M. Onchis, Fabian Galis
, Ciprian Gindac, Mirela Porosnicu, Adelina Marinescu, Codruta Istin, Voichita Lazureanu:
Towards a clinical decision protocol for therapeutic plasma exchange based on biomarker patterns and machine learning. BMC Medical Informatics Decis. Mak. 26(1): 187 (2026)- [j3]Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin:
From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers. Mach. Vis. Appl. 37(1): 7 (2026) - 2025
- [c9]Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin:
ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion. AMM@MM 2025: 17-23 - [c8]Flavia Costi, Emanuel Covaci, Ovidiu Roman, Darian M. Onchis, Codruta Istin:
EnfXAI: Enhancing Seizure Detection with Interpretable Deep Neuro-Fuzzy Architectures. ICCP 2025: 1-9 - 2024
- [j2]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) - [c7]Flavia Costi, Darian M. Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea:
On Applying GraphLime for Trustworthy Diabet Prediction. SYNASC 2024: 199-205 - [i2]Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin:
ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods. CoRR abs/2412.14231 (2024) - 2023
- [c6]Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma:
Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement. CAIP (1) 2023: 35-44 - 2022
- [c5]Darian M. Onchis, Codruta Istin, Eduard Hogea:
Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts. SYNASC 2022: 189-194
2010 – 2019
- 2019
- [c4]Darian M. Onchis, Codruta Istin, Pedro Real:
Refined Deep Learning for Digital Objects Recognition via Betti Invariants. CAIP (1) 2019: 613-621 - 2018
- [c3]Darian M. Onchis, Simone Zappalá, Pedro Real, Codruta Istin:
Numerical stability of spline-based Gabor-like systems. EUSIPCO 2018: 1337-1341 - [i1]Alex Doboli, Daniel Curiac, Dan Pescaru, Simona Doboli, K. Wendy Tang, Constantin Volosencu, Michael Gilberti, Ovidiu Banias, Codruta Istin:
Cities of the Future: Employing Wireless Sensor Networks for Efficient Decision Making in Complex Environments. CoRR abs/1808.01169 (2018) - 2017
- [c2]Darian M. Onchis, Codruta Istin, Pedro Real:
Space-Variant Gabor Decomposition for Filtering 3D Medical Images. CAIP (2) 2017: 455-461 - 2011
- [j1]Codruta Istin, Dan Pescaru, Alex Doboli:
Stochastic Model-Based Heuristics for Fast Field of View Loss Recovery in Urban Traffic Management Through Networks of Video Cameras. IEEE Trans. Intell. Transp. Syst. 12(3): 895-907 (2011)
2000 – 2009
- 2009
- [c1]Dan Pescaru, Codruta Istin, Florica Naghiu, Madalin Gavrilescu, Daniel Curiac:
Scalable metric for coverage evaluation in video-based wireless sensor networks. SACI 2009: 323-328
Coauthor Index
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