Publications

Luigi Di Biasi Publications


2024
Articolo in rivista
Analysis of 12-lead ECGs for SARS-CoV-2 detection using deep learning techniques
MULTIMEDIA TOOLS AND APPLICATIONS. Pag.1-14
ISSN:1380-7501.
Auriemma Citarella, A.; De Marco, F.; Di Biasi, L.; Di Chiara, L.; Tortora, G.
Digital Object Identifier (DOI): 10.1007/s11042-024-19510-3
Codice identificativo SCOPUS: 2-s2.0-85195519640
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2024
Contributo in Atti di convegno
Improving PVC Detection in ECG Signals: A Recurrent Neural Network Approach.
In: Artificial Life and Evolutionary Computation - 17th Italian Workshop, WIVACE 2023, Venice, Italy, September 6-8, 2023, Revised Selected Papers Marco Villani and Stefano Cagnoni and Roberto Serra Vol.1977, Pag.256-267
ISBN:9783031574290
XVII Workshop on Artificial Life and Evolutionary Computation (WIVACE 2023)
Venice 6-8 September
De Marco, Fabiola; Di Biasi, Luigi; AURIEMMA CITARELLA, Alessia; Tortora, Genoveffa
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-031-57430-6_20
Codice identificativo SCOPUS: 2-s2.0-85190385297
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2024
Contributo in Atti di convegno
Artificial intelligence approaches for enhanced coating performance.
In: Materials Research Proceedings Association of American Publishers Vol.41, Pag.300-307
ISBN:9781644903131
27th International ESAFORM Conference on Material Forming, ESAFORM 2024
Toulouse 24-26 April
Perna, A. S.; Carrino, L.; Auriemma Citarella, A.; DE MARCO, F.; Di Biasi, L.; Tortora, G.; Viscusi, A.
Digital Object Identifier (DOI): 10.21741/9781644903131-34
Codice identificativo SCOPUS: 2-s2.0-85195953929
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2023
Articolo in rivista
Refactoring and performance analysis of the main CNN architectures: using false negative rate minimization to solve the clinical images melanoma detection problem
BMC BIOINFORMATICS. Vol. 24. Pag.386-404
ISSN:1471-2105.
Di Biasi, Luigi; De Marco, Fabiola; Auriemma Citarella, Alessia; Castrillón-Santana, Modesto; Barra, Paola; Tortora, Genoveffa
Digital Object Identifier (DOI): 10.1186/s12859-023-05516-5
Codice identificativo ISI: WOS:001081038900001
Codice identificativo SCOPUS: 2-s2.0-85173864494
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2023
Contributo in Atti di convegno
Hybrid Approach for the Design of CNNs Using Genetic Algorithms for Melanoma Classification.
In: Pattern Recognition, Computer Vision, and Image Processing. {ICPR} 2022 International Workshops and Challenges - Montreal, QC, Canada, August 21-25, 2022, Proceedings, Part {I}Vol.13643 LNCS, Pag.514-528
ISBN:978-3-031-37659-7; 978-3-031-37660-3
International Conference on Pattern Recognition
Montreal, QC, Canada August 21-25, 2022
Di Biasi, Luigi; De Marco, Fabiola; AURIEMMA CITARELLA, Alessia; Barra, Paola; PIOTTO PIOTTO, Stefano; Tortora, Genoveffa
Digital Object Identifier (DOI): 10.1007/978-3-031-37660-3_36
Codice identificativo SCOPUS: 2-s2.0-85171534195
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2023
Contributo in Atti di convegno
AI-based solutions for the analysis of biomedical images and signals.
In: Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd {CINI} National Lab {AIIS} Conference on Artificial Intelligence (Ital {IA} 2023), Pisa, Italy, May 29-30, 2023 Pag.171-176
Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd {CINI} National Lab {AIIS} Conference on Artificial Intelligence (Ital {IA} 2023)
Pisa, Italy May 29-30, 2023
De Marco, Fabiola; AURIEMMA CITARELLA, Alessia; Di Biasi, Luigi; D'Errico, Lorenzo; Francese, Rita; Mettivier, Giovanni; Staffa, Mariacarla; Tortora, Genoveffa
Codice identificativo SCOPUS: 2-s2.0-85173838682
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2023
Contributo in Atti di convegno
A machine learning approach for adhesion forecasting of cold-sprayed coatings on polymer-based substrates.
In: Material Forming Materials Research Forum LLC Vol.1, Pag.57-64
The 26th International ESAFORM Conference on Material Forming
Cracovia Aprile 2023
PERNA Alessia, Serena; Carrino, Luigi; AURIEMMA CITARELLA, Alessia; De Marco, Fabiola; Di Biasi, Luigi; Tortora, Genoveffa; Viscusi, Antonio
Versione online
Digital Object Identifier (DOI): 10.21741/9781644902479-7
Codice identificativo SCOPUS: 2-s2.0-85160216342
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2022
Abstract in rivista
YAMACS: A Python Based Tool Kit for GROMACS
MEDICAL SCIENCES FORUM. Pag.98-98
ISSN:2673-9992.
Sarkar, Arkadeep; Sessa, Lucia; Di Biasi, Luigi; Piotto, Stefano
Digital Object Identifier (DOI): 10.3390/ECMC2022-13433
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2022
Articolo in rivista
A Cloud Approach for Melanoma Detection Based on Deep Learning Networks
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. Vol. 26. Pag.962-972
ISSN:2168-2194.
Di Biasi, L; Auriemma Citarella, A; Risi, M; Tortora, G
Digital Object Identifier (DOI): 10.1109/JBHI.2021.3113609
Codice identificativo ISI: WOS:000766665300008
Codice identificativo SCOPUS: 2-s2.0-85125964999
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2022
Articolo in rivista
ENTAIL: yEt aNoTher amyloid fIbrils cLassifier
BMC BIOINFORMATICS. Vol. 23. Pag.517-531
ISSN:1471-2105.
Auriemma Citarella, A.; Di Biasi, L.; De Marco, F.; Tortora, G.
Versione online
Digital Object Identifier (DOI): 10.1186/s12859-022-05070-6
Codice identificativo ISI: WOS:000893059000002
Codice identificativo SCOPUS: 2-s2.0-85143183043
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2022
Articolo in rivista
SNARER: new molecular descriptors for SNARE proteins classification
BMC BIOINFORMATICS. Vol. 23. Pag.148-167
ISSN:1471-2105.
Auriemma Citarella, A; Di Biasi, L; Risi, M; Tortora, G
Digital Object Identifier (DOI): 10.1186/s12859-022-04677-z
Codice identificativo ISI: WOS:000786380600001
Codice identificativo SCOPUS: 2-s2.0-85128705100
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2022
Articolo in rivista
YAMACS: a graphical interface for GROMACS
BIOINFORMATICS. Vol. 38. Pag.4645-4646
ISSN:1367-4803.
Sarkar, Arkadeep; Santoro, Jacopo; Di Biasi, Luigi; Marrafino, Francesco; Piotto, Stefano
Versione online
Digital Object Identifier (DOI): 10.1093/bioinformatics/btac573
Codice identificativo ISI: WOS:000847392100001
Codice identificativo SCOPUS: 2-s2.0-85143548465
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2022
Contributo in Atti di convegno
Identification of Morphological Patterns for the Detection of Premature Ventricular Contractions.
In: 26th International Conference Information Visualisation, {IV} 2022, Vienna, Austria, July 19-22, 2022 345 E 47TH ST, NEW YORK, NY 10017 USA IEEE Pag.393-398
ISBN:978-1-6654-9007-8
26th International Conference Information Visualisation, {IV}
Vienna, Austria July 19-22, 2022
De Marco, F; Di Biasi, L; Auriemma Citarella, A; Tucci, M; Tortora, G
Digital Object Identifier (DOI): 10.1109/IV56949.2022.00071
Codice identificativo ISI: WOS:000972961300060
Codice identificativo SCOPUS: 2-s2.0-85147326086
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2022
Contributo in Atti di convegno
Exploration of Genetic Algorithms and CNN for Melanoma Classification.
In: Communications in Computer and Information Science Springer Science and Business Media Deutschland GmbH Vol.1722, Pag.135-138
ISBN:978-3-031-23928-1; 978-3-031-23929-8
15th International Workshop on Artificial Life and Evolutionary Computation, WIVACE 2021
che 2021
Di Biasi, L.; Auriemma Citarella, A.; De Marco, F.; Risi, M.; Tortora, G.; Piotto, S.
Digital Object Identifier (DOI): 10.1007/978-3-031-23929-8_13
Codice identificativo SCOPUS: 2-s2.0-85148697715
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2022
Contributo in volume (Capitolo o Saggio)
Artificial Chemical Neural Network for Drug Discovery Applications.
In Schneider, J.J., Weyland, M.S., Flumini, D., Füchslin, R.M. Communications in Computer and Information Science Pag.225-229
ISSN:1865-0929.
Piotto, Stefano; Sessa, Lucia; Santoro, Jacopo; Di Biasi, Luigi
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-031-23929-8_21
Codice identificativo SCOPUS: 2-s2.0-85148694807
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2021
Articolo in rivista
SENECA: A Pedagogical Tool Supporting Remote Teaching andLearning
JOURNAL OF VISUAL LANGUAGES AND COMPUTING. Vol. 1. Pag.1-10
ISSN:1045-926X.
AURIEMMA CITARELLA, Alessia; Di Biasi, Luigi; PIOTTO PIOTTO, Stefano; Risi, Michele; Tortora, Genoveffa
Versione online
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2021
Articolo in rivista
PADD: Dynamic Distance-Graph based on Similarity Measures for GO Terms Visualization of Alzheimer and Parkinson diseases
JOURNAL OF VISUAL LANGUAGES AND COMPUTING. Vol. 1. Pag.19-28
ISSN:1045-926X.
AURIEMMA CITARELLA, Alessia; DE MARCO, Fabiola; Di Biasi, Luigi; Risi, Michele; Tortora, Genoveffa
Versione online
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2021
Articolo in rivista
Evaluating epidemiological risk by using open contact tracing data: Correlational study
JMIR. JOURNAL OF MEDICAL INTERNET RESEARCH. Vol. 23. Pag.e28947-e28956
ISSN:1438-8871.
Piotto, S.; Di Biasi, L.; Marrafino, F.; Concilio, S.
Versione online
Digital Object Identifier (DOI): 10.2196/28947
Codice identificativo ISI: WOS:000680402600001
Codice identificativo SCOPUS: 2-s2.0-85112626039
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2021
Contributo in Atti di convegno
Gene ontology terms visualization with dynamic distance-graph and similarity measures.
In: The 27th International DMS Conference on Visualization and Visual Languages, DMSVIVA 2021, KSIR Virtual Conference Center, USA Shi-Kuo Chang Pag.85-91
ISBN:1-891706-53-5
DMSVIVA 2021
KSIR Virtual Conference Center, Pittsburgh, USA June 29 - 30, 2021
Auriemma Citarella, A.; de Marco, F.; Di Biasi, L.; Risi, M.; Tortora, G.
Digital Object Identifier (DOI): 10.18293/DMSVIVA2021-013
Codice identificativo SCOPUS: 2-s2.0-85112744370
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2021
Contributo in Atti di convegno
Reconstruction and Visualization of Protein Structures by exploiting Bidirectional Neural Networks and Discrete Classes.
In: 25th International Conference Information Visualisation, IV 2021 Ebad Banissi et al. Vol.2021-July, Pag.285-290
ISBN:978-1-6654-3827-8
25th International Conference Information Visualisation, IV 2021
Sydney, Australia July 5-9, 2021
Auriemma Citarella, A.; Porcelli, Lorenzo.; Di Biasi, L; Risi, M.; Tortora, G.
Digital Object Identifier (DOI): 10.1109/IV53921.2021.00053
Codice identificativo ISI: WOS:000850000500043
Codice identificativo SCOPUS: 2-s2.0-85118449097
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2021
Contributo in Atti di convegno
SENECA: An attention support tool for context-related content learning.
In: The 27th International DMS Conference on Visualization and Visual Languages, DMSVIVA 2021, KSIR Virtual Conference Center, USA Shi-Kuo Chang Pag.36-45
ISBN:1-891706-53-5
DMSVIVA 2021
KSIR Virtual Conference Center, Pittsburgh, USA June 29 - 30, 2021
Auriemma Citarella, A.; Di Biasi, L.; Piotto, S.; Risi, M.; Tortora, G.
Digital Object Identifier (DOI): 10.18293/DMSVIVA2021-006
Codice identificativo SCOPUS: 2-s2.0-85112738393
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2020
Contributo in volume (Capitolo o Saggio)
Encoding Materials Dynamics for Machine Learning Applications.
In Piotto S., Concilio S., Sessa L., Rossi F. Lecture Notes in Bioengineering Pag.128-136 Springer.
ISSN:2195-271X.
Piotto, S.; Nardiello, A. M.; Di Biasi, L.; Sessa, L.
Digital Object Identifier (DOI): 10.1007/978-3-030-47705-9_12
Codice identificativo SCOPUS: 2-s2.0-85086119152
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2020
Contributo in volume (Capitolo o Saggio)
Pseudo-semantic Approach to Study Model Membranes.
In Piotto S., Concilio S., Sessa L., Rossi F. Lecture Notes in Bioengineering Pag.120-127 Springer.
ISSN:2195-271X.
Nardiello, A. M.; Piotto, S.; Di Biasi, L.; Sessa, L.
Digital Object Identifier (DOI): 10.1007/978-3-030-47705-9_11
Codice identificativo SCOPUS: 2-s2.0-85086110325
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2018
Articolo in rivista
Transmembrane peptides as sensors of the membrane physical state
FRONTIERS IN PHYSICS. Vol. 6. Pag.1-13
ISSN:2296-424X.
Piotto, Stefano; Di Biasi, Luigi; Sessa, Lucia; Concilio, Simona
Versione online
Digital Object Identifier (DOI): 10.3389/fphy.2018.00048
Codice identificativo ISI: WOS:000432941600001
Codice identificativo SCOPUS: 2-s2.0-85047396702
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2018
Contributo in Atti di convegno
Fragment based molecular dynamics for drug design.
In: Communications in Computer and Information Science Springer Verlag Vol.830, Pag.49-58
ISBN:9783319786575
12th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2017
ita 2017
Sessa, Lucia; Di Biasi, Luigi; Concilio, Simona; Piotto, Stefano
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-319-78658-2_4
Codice identificativo ISI: WOS:000444845600004
Codice identificativo SCOPUS: 2-s2.0-85045269992
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2017
Contributo in volume (Capitolo o Saggio)
Mapreduce in computational biology - A synopsis.
In Rossi F.,Piotto S.,Concilio S. 11th Italian Workshop on Artificial Life and Evolutionary Computation Pag.53-64 Springer Verlag.
Cattaneo, Giuseppe; Giancarlo, Raffaele; PIOTTO PIOTTO, Stefano; Petrillo, Umberto Ferraro; Roscigno, Gianluca; DI BIASI, Luigi
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-319-57711-1_5
Codice identificativo ISI: WOS:000426215400005
Codice identificativo SCOPUS: 2-s2.0-85018673639
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2016
Articolo in rivista
Yada: a novel tool for molecular docking calculations
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN. Vol. 30. Pag.753-759
ISSN:0920-654X.
PIOTTO PIOTTO, Stefano; DI BIASI, Luigi; Fino, R.; Parisi, Rosaura; Sessa, Lucia; Concilio, Simona
Versione online
Digital Object Identifier (DOI): 10.1007/s10822-016-9953-9
Codice identificativo ISI: WOS:000387088900008
Codice identificativo SCOPUS: 2-s2.0-84983804190
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2016
Contributo in Atti di convegno
Novel algorithm for efficient distribution of molecular docking calculations.
In: Advances in Artificial Life, Evolutionary Computation and Systems Chemistry - 10th Italian Workshop, WIVACE 2015 Springer Verlag Vol.587, Pag.65-74
ISBN:9783319326948; 9783319326948
10th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2015
Bari, Italy September 22-25, 2015
DI BIASI, Luigi; Fino, Roberto; Parisi, Rosaura; Sessa, Lucia; Cattaneo, Giuseppe; DE SANTIS, Alfredo; Iannelli, Pio; PIOTTO PIOTTO, Stefano
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-319-32695-5_6
Codice identificativo ISI: WOS:000384640100006
Codice identificativo SCOPUS: 2-s2.0-84964502561
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2016
Contributo in Atti di convegno
A new flexible protocol for docking studies.
In: Communications in Computer and Information Science Springer Verlag Vol.587, Pag.117-126
ISBN:978-331932694-8
10th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2015, Code 173379
Bari, Italy 22 September 2015 through 25 September 2015
Sessa, Lucia; Di Biasi, Luigi; Concilio, Simona; Cattaneo, Giuseppe; DE SANTIS, Alfredo; Iannelli, Pio; PIOTTO PIOTTO, Stefano
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-319-32695-5_11
Codice identificativo ISI: WOS:000384640100011
Codice identificativo SCOPUS: 2-s2.0-84964483882
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2016
Contributo in volume (Capitolo o Saggio)
Models for the prediction of antimicrobial peptides activity.
In Stano P.,Rossi F.,Mavelli F.,Caivano D. Communications in Computer and Information Science Pag.83-91 Springer Verlag.
ISBN:9783319326948; 9783319326948
Parisi, Rosaura; Moccia, Ida; Sessa, Lucia; DI BIASI, Luigi; Concilio, Simona; PIOTTO PIOTTO, Stefano
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-319-32695-5_8
Codice identificativo ISI: WOS:000384640100008
Codice identificativo SCOPUS: 2-s2.0-84964460547
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2014
Articolo in rivista
GRIMD: distributed computing for chemists and biologists
BIOINFORMATION. Vol. 10. Pag.43-47
ISSN:0973-2063.
PIOTTO PIOTTO, Stefano; Di Biasi, Luigi; Concilio, Simona; Castiglione, Aniello; Cattaneo, Giuseppe
Digital Object Identifier (DOI): 10.6026/97320630010043
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