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Eduard Hogea

Observed names: Hogea Eduard-Florin, Hogea, Eduard
ORCID: 0000-0002-5814-992X
Observed ORCID: 0000-0002-5814-992X
OpenAlex ID: A5015300409
LogicLSTM: Logically-driven long short-term memory model for fault diagnosis in gearboxes
2024 · Eduard Hogea, Darian M. Onchiş, et al. · Journal of Manufacturing Systems · 36
ExDDV: A New Dataset for Explainable Deepfake Detection in Video
2026 · Vlad Hondru, Eduard Hogea, et al. · IEEE Winter Conference on Applications of Computer Vision · 22
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A Neuro-Symbolic Classifier with Optimized Satisfiability for Monitoring Security Alerts in Network Traffic
2022 · Darian Onchis, Codruta Istin, et al. · Applied Sciences · 20
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Neuro-symbolic model for cantilever beams damage detection
2023 · Darian M. Onchis, Gilbert-Rainer Gillich, et al. · Computers in Industry · 15
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FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing
2026 · Eduard Hogea, Adrian Popescu, et al. · Procedia Computer Science · 7
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Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts
2022 · Darian M. Onchis, Codruta Istin, et al. · International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC) · 7
Rule guided transformers for dynamic knowledge adaptation in rotating machinery fault diagnosis
2026 · Eduard Hogea, Darian M. Onchis, et al. · Advanced Engineering Informatics · 6
Enhanced Anomaly Detection in Automotive Systems Using SAAD: Statistical Aggregated Anomaly Detection
2024 · Dacian Goina, Eduard Hogea, et al. · International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC) · 4
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Predictive Modeling for Diabetes Using GraphLIME
2024 · Flavia Costi, Darian Onchis, et al. · medRxiv · 3
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From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers
2025 · Eduard Hogea, Darian M. Onchis, et al. · Machine Vision and Applications · 1
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The ethical situation of DALL-E 2
2024 · Hogea, Eduard, Rocafortf, Josem · arXiv (Cornell University) · 1
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Sisteme Hibride de Invatare Automata si Aplicatii
2024 · Hogea, Eduard, Onchis, Darian · arXiv (Cornell University) · 1
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ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion
2026 · Eduard Hogea, Darian M. Onchis, et al.
From Signals to Symbols: Fault Classification Using Transformers and Logic-Based Reasoning
2026 · Darian M. Onchis, Eduard Hogea, et al. · Lecture notes in mechanical engineering
Explainable Runtime Monitoring in Multiagent Clinical Decision Support for Endocrinology
2026 · Eduard Hogea, Darian M. Onchis, et al. · IEEE Systems Journal
On Applying GraphLime for Trustworthy Diabet Prediction
2024 · Flavia Costi, Darian Onchis, et al. · International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)
Works count: 19
Citation count: 123
H-index: 6
I10-index: 4
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