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Author

Emanuel Covaci

Observed names: COVACI, Emanuel, Covaci, Emanuel
Observed institution: West University of Timişoara
ORCID: 0009-0003-3024-1745
Observed ORCID: 0009-0003-3024-1745
OpenAlex ID: A5116104155
XplainLungSHAP: Enhancing Lung Cancer Surgery Decision Making with Feature Selection and Explainable AI Insights
2025 · Flavia Costi, Emanuel Covaci, et al. · Surgeries · 7
ESM-VAE: Bias Reduction in EEG Models via Synthetic Data Generation with Variational Autoencoders
2025 · Emanuel Covaci, Flavia Costi, et al. · Lecture notes in computer science · 3
Toward Trustworthy AI for Post-stroke Suicidal Risk: Explainable Interaction Modeling and External Validation
2026 · Flavia Costi, Emanuel Covaci, et al. · Lecture notes in computer science
When Accuracy Is Not Enough: Segmentation-Guided Explainable Brain Tumor Classification in MRI
2026 · Emanuel Covaci, Flavia Costi, et al. · Communications in computer and information science
GLAD: GLobal-features Active Disentangler for Self-Explainable Tabular Data Learning
2026 · Emanuel Covaci, Fabian Galis, et al. · IEEE International Conference on Intelligent Systems
Cervi-ViT: A Vision Transformer Architecture Integrating Bidirectional Feature Pyramids and Specialized Neural Heads for Heterogeneous Cervical Cytology
2026 · Emanuel Covaci, Darian Onchis
Trustworthy EEG-Based Epilepsy Classification: Evaluating Explanation Consistency with the E_cons Index
2026 · Flavia Costi, Emanuel Covaci, et al. · Lecture notes in networks and systems
EnfXAI: Enhancing Seizure Detection with Interpretable Deep Neuro-Fuzzy Architectures
2025 · Flavia Costi, Emanuel Covaci, et al. · IEEE International Conference on Intelligent Computer Communication and Processing (ICCP)
Works count: 11
Citation count: 10
H-index: 2
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