Alessia Auriemma Citarella

According to our database, Alessia Auriemma Citarella authored at least 19 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Refactoring and performance analysis of the main CNN architectures: using false negative rate minimization to solve the clinical images melanoma detection problem.

Luigi Di Biasi, Fabiola De Marco, Alessia Auriemma Citarella, Modesto Castrillón Santana, Paola Barra, Genoveffa Tortora

BMC Bioinform., December, 2023

Improving PVC Detection in ECG Signals: A Recurrent Neural Network Approach.

Fabiola De Marco, Luigi Di Biasi, Alessia Auriemma Citarella, Genoveffa Tortora

Proceedings of the Artificial Life and Evolutionary Computation, 2023

LOTS: Litter On The Sand dataset for litter segmentation.

Paola Barra, Alessia Auriemma Citarella, Giosuè Orefice, Modesto Castrillón Santana, Angelo Ciaramella

Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

AI-based solutions for the analysis of biomedical images and signals.

Fabiola De Marco, Alessia Auriemma Citarella, Luigi Di Biasi, Lorenzo D'Errico, Rita Francese, Giovanni Mettivier, Mariacarla Staffa, Genoveffa Tortora

Proceedings of the Italia Intelligenza Artificiale, 2023

Litter segmentation with LOTS dataset.

Paola Barra, Giosuè Orefice, Alessia Auriemma Citarella, Modesto Fernando Castrillón Santana, Angelo Ciaramella

Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023

2022

A Cloud Approach for Melanoma Detection Based on Deep Learning Networks.

Luigi Di Biasi, Alessia Auriemma Citarella, Michele Risi, Genoveffa Tortora

IEEE J. Biomed. Health Informatics, 2022

SNARER: new molecular descriptors for SNARE proteins classification.

Alessia Auriemma Citarella, Luigi Di Biasi, Michele Risi, Genoveffa Tortora

BMC Bioinform., 2022

ENTAIL: yEt aNoTher amyloid fIbrils cLassifier.

Alessia Auriemma Citarella, Luigi Di Biasi, Fabiola De Marco, Genoveffa Tortora

BMC Bioinform., 2022

Identification of Morphological Patterns for the Detection of Premature Ventricular Contractions.

Fabiola De Marco, Luigi Di Biasi, Alessia Auriemma Citarella, Maurizio Tucci, Genoveffa Tortora

Proceedings of the 26th International Conference Information Visualisation, 2022

Hybrid Approach for the Design of CNNs Using Genetic Algorithms for Melanoma Classification.

Luigi Di Biasi, Fabiola De Marco, Alessia Auriemma Citarella, Paola Barra, Stefano Piotto, Genoveffa Tortora

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Different Metrics Results in Text Summarization Approaches.

Marcello Barbella, Michele Risi, Genoveffa Tortora, Alessia Auriemma Citarella

Proceedings of the 11th International Conference on Data Science, 2022

2021

PADD: Dynamic Distance-Graph based on Similarity Measures for GO Terms Visualization of Alzheimer and Parkinson diseases.

Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Michele Risi, Genoveffa Tortora

J. Vis. Lang. Comput., 2021

SENECA: A Pedagogical Tool supporting Remote Teaching and Learning.

Alessia Auriemma Citarella, Luigi Di Biasi, Stefano Piotto, Michele Risi, Genoveffa Tortora

J. Vis. Lang. Comput., 2021

Exploration of Genetic Algorithms and CNN for Melanoma Classification.

Luigi Di Biasi, Alessia Auriemma Citarella, Fabiola De Marco, Michele Risi, Genoveffa Tortora, Stefano Piotto

Proceedings of the Artificial Life and Evolutionary Computation - 15th Italian Workshop, 2021

Reconstruction and Visualization of Protein Structures by exploiting Bidirectional Neural Networks and Discrete Classes.

Alessia Auriemma Citarella, Lorenzo Porcelli, Luigi Di Biasi, Michele Risi, Genoveffa Tortora

Proceedings of the 25th International Conference Information Visualisation, 2021

Gene Ontology Terms Visualization with Dynamic Distance-Graph and Similarity Measures (S).

Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Michele Risi, Genoveffa Tortora

Proceedings of the 27th International DMS Conference on Visualization and Visual Languages, 2021

SENECA: An Attention Support Tool for Context-related Content Learning.

Alessia Auriemma Citarella, Luigi Di Biasi, Stefano Piotto, Michele Risi, Genoveffa Tortora

Proceedings of the 27th International DMS Conference on Visualization and Visual Languages, 2021

2020

A Comparison of Neural Network Approaches for Melanoma Classification.

Maria Frasca, Michele Nappi, Michele Risi, Genoveffa Tortora, Alessia Auriemma Citarella

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Identifying Correlations among Biomedical Data through Information Retrieval Techniques.

Maria Teresa Pellecchia, Maria Frasca, Alessia Auriemma Citarella, Michele Risi, Rita Francese, Genoveffa Tortora, Fabiola De Marco

Proceedings of the 23rd International Conference on Information Visualisation, 2019