Codruta Istin

14 papers B 1Misc 3Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers.
Mach. Vis. Appl.
Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin
2025 B conf
EnfXAI: Enhancing Seizure Detection with Interpretable Deep Neuro-Fuzzy Architectures.
ICCP
Flavia Costi, Emanuel Covaci, Ovidiu Roman, Darian M. Onchis, Codruta Istin
2025 — conf
ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion.
AMM@MM
Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin
2024 Misc conf
On Applying GraphLime for Trustworthy Diabet Prediction.
SYNASC
Flavia Costi, Darian M. Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea
2024 J jnl
Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge.
Mach. Learn. Knowl. Extr.
Darian M. Onchis, Codruta Istin, Ioan-Valentin Samuila
2024 J jnl
ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods.
CoRR
Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin
2023 — conf
Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement.
CAIP (1)
Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma
2022 Misc conf
Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts.
SYNASC
Darian M. Onchis, Codruta Istin, Eduard Hogea
2019 — conf
Refined Deep Learning for Digital Objects Recognition via Betti Invariants.
CAIP (1)
Darian M. Onchis, Codruta Istin, Pedro Real
2018 J jnl
Cities of the Future: Employing Wireless Sensor Networks for Efficient Decision Making in Complex Environments.
CoRR
Alex Doboli, Daniel Curiac, Dan Pescaru, Simona Doboli, K. Wendy Tang, Constantin Volosencu, Michael Gilberti, Ovidiu Banias, Codruta Istin
2018 — conf
Numerical stability of spline-based Gabor-like systems.
EUSIPCO
Darian M. Onchis, Simone Zappalá, Pedro Real, Codruta Istin
2017 — conf
Space-Variant Gabor Decomposition for Filtering 3D Medical Images.
CAIP (2)
Darian M. Onchis, Codruta Istin, Pedro Real
2011 J jnl
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.
Codruta Istin, Dan Pescaru, Alex Doboli
2009 Misc conf
Scalable metric for coverage evaluation in video-based wireless sensor networks.
SACI
Dan Pescaru, Codruta Istin, Florica Naghiu, Madalin Gavrilescu, Daniel Curiac