Author

Martina Iammarino

Observed name: Iammarino, Martina

Institutions: Pegaso University, University of Naples Federico II

Observed institutions: University of Sannio, Pegaso University, University of Bari Aldo Moro, University of Naples Federico II

ORCID: 0000-0001-8025-733X

Observed ORCID: 0000-0001-8025-733X

OpenAlex ID: A5024514136

Thyroid Disease Treatment prediction with machine learning approaches

2021 · Lerina Aversano, Mario Luca Bernardi, et al. · Procedia Computer Science · 130

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Tomato diseases Classification Based on VGG and Transfer Learning

2020 · Lerina Aversano, Mario Luca Bernardi, et al. · IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor) · 38

An empirical study on the co-occurrence between refactoring actions and Self-Admitted Technical Debt removal

2021 · Martina Iammarino, Fiorella Zampetti, et al. · Journal of Systems and Software · 37

Self-Admitted Technical Debt Removal and Refactoring Actions: Co-Occurrence or More?

2019 · Martina Iammarino, Fiorella Zampetti, et al. · IEEE International Conference on Software Maintenance (ICSM) · 36

Just-in-time software defect prediction using deep temporal convolutional networks

2021 · Pasquale Ardimento, Lerina Aversano, et al. · Neural Computing and Applications · 31

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Process mining applications in healthcare: a systematic literature review

2025 · Lerina Aversano, Martina Iammarino, et al. · PeerJ Computer Science · 27

A data-aware explainable deep learning approach for next activity prediction

2023 · Lerina Aversano, Mario Luca Bernardi, et al. · Engineering Applications of Artificial Intelligence · 24

A Machine Learning approach for Early Detection of Parkinson’s Disease Using acoustic traces

2022 · Lerina Aversano, Mario Luca Bernardi, et al. · IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) · 24

Assessment of Primary Human Liver Cancer Cells by Artificial Intelligence-Assisted Raman Spectroscopy

2023 · Concetta Esposito, Mohammed Janneh, et al. · Cells · 23

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Evo-GUNet3++: Using evolutionary algorithms to train UNet-based architectures for efficient 3D lung cancer detection

2023 · Pasquale Ardimento, Lerina Aversano, et al. · Applied Soft Computing · 19

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Early Detection of Parkinson's Disease using Spiral Test and Echo State Networks

2022 · Lerina Aversano, Mario Luca Bernardi, et al. · International Joint Conference on Neural Networks (IJCNN) · 19

Using Machine Learning for early prediction of Heart Disease

2022 · Lerina Aversano, Mario Luca Bernardi, et al. · IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) · 19

An enhanced UNet variant for Effective Lung Cancer Detection

2022 · Lerina Aversano, Mario Luca Bernardi, et al. · International Joint Conference on Neural Networks (IJCNN) · 15

Temporal convolutional networks for just-in-time design smells prediction using fine-grained software metrics

2021 · Pasquale Ardimento, Lerina Aversano, et al. · Neurocomputing · 14

A systematic review on artificial intelligence approaches for smart health devices

2024 · Lerina Aversano, Martina Iammarino, et al. · PeerJ Computer Science · 13

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Using deep temporal convolutional networks to just-in-time forecast technical debt principal

2022 · Pasquale Ardimento, Lerina Aversano, et al. · Journal of Systems and Software · 13

An Empirical Study on the Evolution of Design Smells

2020 · Lerina Aversano, Umberto Carpenito, et al. · Information · 13

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A Topic Modeling Approach To Evaluate The Comments Consistency To Source Code

2020 · Martina Iammarino, Lerina Aversano, et al. · International Joint Conference on Neural Networks (IJCNN) · 12

Forecasting technical debt evolution in software systems: an empirical study

2022 · Lerina Aversano, Mario Luca Bernardi, et al. · Frontiers of Computer Science · 9

Technical Debt predictive model through Temporal Convolutional Network

2021 · Lerina Aversano, Mario Luca Bernardi, et al. · International Joint Conference on Neural Networks (IJCNN) · 9

On the Relationship between Self-Admitted Technical Debt Removals and Technical Debt Measures

2020 · Lerina Aversano, Martina Iammarino, et al. · Algorithms · 9

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Transfer Learning for Just-in-Time Design Smells Prediction using Temporal Convolutional Networks

2021 · Pasquale Ardimento, Lerina Aversano, et al. · International Conference on Software Technologies (ICSOFT) · 8

Investigating on the Relationships between Design Smells Removals and Refactorings

2020 · Lerina Aversano, Mario Bernardi, et al. · International Conference on Software Technologies (ICSOFT) · 7

An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning

2023 · Lerina Aversano, Mario L. Bernardi, et al. · Communications in computer and information science · 6

Early Parkinson’s Disease Detection from EEG Traces Using Machine Learning Techniques

2023 · Lerina Aversano, Mario Luca Bernardi, et al. · Lecture notes in computer science · 5

Works count: 64

Citation count: 596

H-index: 14

I10-index: 18