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Elena Merdjanovska

Observed names: E. Merdjanovska, Merdjanovska, Elena
ORCID: 0000-0003-0794-8438
Observed ORCID: 0000-0003-0794-8438
OpenAlex ID: A5007507952
Comprehensive survey of computational ECG analysis: Databases, methods and applications
2022 · Elena Merdjanovska, Aleksandra Rashkovska · Expert Systems with Applications · 158
A framework for comparative study of databases and computational methods for arrhythmia detection from single-lead ECG
2023 · Elena Merdjanovska, Aleksandra Rashkovska · Scientific Reports · 25
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Cross-Database Generalization of Deep Learning Models for Arrhythmia Classification
2021 · E. Merdjanovska, A. Rashkovska · International Convention on Information and Communication Technology, Electronics and Microelectronics · 17
NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition
2024 · Elena Merdjanovska, Ansar Aynetdinov, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 8
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Benchmarking Deep Learning Methods for Arrhythmia Detection
2022 · E. Merdjanovska, A. Rashkovska · International Convention on Information and Communication Technology, Electronics and Microelectronics · 5
Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands
2022 · Elena Merdjanovska, Ivan Kitanovski, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 4
Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network
2021 · Elena Merdjanovska, Aleksandra Rashkovska · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 4
Respiration Extraction from Single-Channel ECG using Signal-Processing Methods and Deep Learning
2020 · E. Merdjanovska, A. Rashkovska · International Convention on Information and Communication Technology, Electronics and Microelectronics · 4
Self-Aware Knowledge Probing: Evaluating Language Models’ Relational Knowledge through Confidence Calibration
2026 · Christopher Kissling, Elena Merdjanovska, et al. · 1
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Data Compression for Wireless ECG Devices
2022 · Elena Merdjanovska, Miha Mohorčič, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 1
Error-Type-Aware Loss Reweighting for Robust Named Entity Recognition with Noisy LLM Labels
2026 · Merdjanovska, Elena, Golde, Jonas, et al. · arXiv (Cornell University)
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Evaluation Pitfalls and Sparsity Limitations in LLM-based Confidence Estimates for Classification
2026 · Association for Computational Linguistics 2026, Merdjanovska, Elena, et al. · Underline Science Inc.
Evaluation Pitfalls and Sparsity Limitations in LLM-based Confidence Estimates for Classification
2026 · Elena Merdjanovska, Omar Zaidan, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Measuring Label Ambiguity in Subjective Tasks using Predictive Uncertainty Estimation
2025 · Richard Alies, Elena Merdjanovska, et al. · Linguistic Annotation Workshop
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Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition
2025 · Elena Merdjanovska, Alan Akbik · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Works count: 16
Citation count: 227
H-index: 5
I10-index: 3
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