Andrea APICELLA | Pubblicazioni
Andrea APICELLA Pubblicazioni
| 2025 | |
| Contributo in Atti di convegno | |
| Improving the Performance of Already Trained Classifiers Through an Automatic Explanation-Based Learning Approach. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND Springer Science and Business Media Deutschland GmbH Vol.15244, Pag.249-266 ISBN:9783031789793; 9783031789809 | |
| 27th International Conference on Discovery Science, DS 2024 ita 2024 | |
| Apicella, A.; Giugliano, S.; Isgro, F.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1007/978-3-031-78980-9_16 Codice identificativo ISI: WOS:001447234300016 Codice identificativo SCOPUS: 2-s2.0-85219194173 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2024 | |
| Contributo in Atti di convegno | |
| Advancing Healthcare Through AI: Innovations in Monitoring and Diagnostic Technologies at the Augmented Reality for Health Monitoring Laboratory (ARHeMLab). In: CEUR Workshop Proceedings CEUR-WS Vol.3762, Pag.307-312 | |
| 2024 Ital-IA Intelligenza Artificiale - Thematic Workshops, Ital-IA 2024 ita 2024 | |
| Annuzzi, G.; Apicella, A.; Arpaia, P.; Bozzetto, L.; Bracale, U.; De Benedetto, E.; De Blasiis, P.; Esposito, A.; Isgro, F.; Lus, G.; Moccaldi, N.; Peltrini, R.; Prevete, R.; Raimo, S. | |
| Codice identificativo SCOPUS: 2-s2.0-85205547143 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2024 | |
| Contributo in Atti di convegno | |
| Exploring the Latent Space of Person-Specific Convolutional Autoencoders for Eye-Blink Artefact Mitigation in EEG Signals. In: 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding Institute of Electrical and Electronics Engineers Inc. Pag.414-419 | |
| 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 Politecnico di Milano - Polo Territoriale di Lecco, ita 2024 | |
| Criscuolo, S.; Giugliano, S.; Apicella, A.; Donnarumma, F.; Amato, F.; Tedesco, A.; Longo, L. | |
| Digital Object Identifier (DOI): 10.1109/RTSI61910.2024.10761377 Codice identificativo SCOPUS: 2-s2.0-85213813621 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2023 | |
| Contributo in Atti di convegno | |
| Dynamic Local Filters in Graph Convolutional Neural Networks. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND Springer Science and Business Media Deutschland GmbH Vol.14234, Pag.406-417 ISBN:9783031431524; 9783031431531 | |
| Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 ita 2023 | |
| Apicella, A.; Isgro, F.; Pollastro, A.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1007/978-3-031-43153-1_34 Codice identificativo ISI: WOS:001156197500034 Codice identificativo SCOPUS: 2-s2.0-85173579498 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2023 | |
| Contributo in Atti di convegno | |
| An XAI-based masking approach to improve classification systems. In: CEUR Workshop Proceedings CEUR-WS Vol.3615, Pag.79-83 | |
| 2nd Workshop on Bias, Ethical AI, Explainability and the Role of Logic and Logic Programming, BEWARE 2023 ita 2023 | |
| Apicella, A.; Giugliano, S.; Isgro, F.; Pollastro, A.; Prevete, R. | |
| Codice identificativo SCOPUS: 2-s2.0-85183204485 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2023 | |
| Contributo in Atti di convegno | |
| Toward the Improvement of Probabilistic Classifiers Using Ontologies. In: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023 - Proceedings Institute of Electrical and Electronics Engineers Inc. Pag.664-669 | |
| 2nd Edition IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023 ita 2023 | |
| Apicella, A.; Corazza, A.; Isgro, F.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1109/MetroXRAINE58569.2023.10405834 Codice identificativo SCOPUS: 2-s2.0-85185776303 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2023 | |
| Contributo in Atti di convegno | |
| SHAP-based explanations to improve classification systems. In: CEUR Workshop Proceedings CEUR-WS Vol.3518, Pag.76-86 | |
| 4th Italian Workshop on Explainable Artificial Intelligence, XAI.it 2023 ita 2023 | |
| Apicella, A.; Giugliano, S.; Isgro, F.; Prevete, R. | |
| Codice identificativo SCOPUS: 2-s2.0-85176933090 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2023 | |
| Contributo in Atti di convegno | |
| Strategies to Exploit XAI to Improve Classification Systems. In: Communications in Computer and Information Science GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND Springer Science and Business Media Deutschland GmbH Vol.1901, Pag.147-159 ISBN:9783031440632; 9783031440649 | |
| 1st World Conference on eXplainable Artificial Intelligence, xAI 2023 prt 2023 | |
| Apicella, A.; Di Lorenzo, L.; Isgro, F.; Pollastro, A.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1007/978-3-031-44064-9_9 Codice identificativo ISI: WOS:001286482300009 Codice identificativo SCOPUS: 2-s2.0-85176951132 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| EEG-based system for Executive Function fatigue detection. In: 2022 IEEE International Workshop on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2022 - Proceedings Institute of Electrical and Electronics Engineers Inc. Pag.656-660 | |
| 1st IEEE International Workshop on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2022 ita 2022 | |
| Apicella, A.; Arpaia, P.; De Blasiis, P.; Calce, A. D.; Fullin, A.; Gargiulo, L.; Maffei, L.; Mancino, F.; Moccaldi, N.; Pollastro, A.; Vallefuoco, E. | |
| Digital Object Identifier (DOI): 10.1109/MetroXRAINE54828.2022.9967542 Codice identificativo SCOPUS: 2-s2.0-85144628059 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| XAI approach for addressing the dataset shift problem: BCI as a case study. In: CEUR Workshop Proceedings CEUR-WS Vol.3319, Pag.83-88 | |
| 1st Workshop on Bias, Ethical AI, Explainability and the Role of Logic and Logic Programming, BEWARE 2022 ita 2022 | |
| Apicella, A.; Isgro, F.; Prevete, R. | |
| Codice identificativo SCOPUS: 2-s2.0-85146118163 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| Instrumentation for EEG-based monitoring of the executive functions in a dual-task framework. In: 25th IMEKO TC-4 International Symposium on Measurement of Electrical Quantities, IMEKO TC-4 2022 and 23rd International Workshop on ADC and DAC Modelling and Testing, IWADC 2022 International Measurement Confederation (IMEKO) Pag.161-165 | |
| 25th IMEKO TC-4 International Symposium on Measurement of Electrical Quantities, IMEKO TC-4 2022 and 23rd International Workshop on ADC and DAC Modelling and Testing, IWADC 2022 ita 2022 | |
| Angrisani, L.; Apicella, A.; Arpaia, P.; Cataldo, A.; Calce, A. D.; Fullin, A.; Gargiulo, L.; Maffei, L.; Moccaldi, N.; Pollastro, A. | |
| Codice identificativo SCOPUS: 2-s2.0-85145882847 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| A ML-based Approach to Enhance Metrological Performance of Wearable Brain-Computer Interfaces. In: Conference Record - IEEE Instrumentation and Measurement Technology Conference Institute of Electrical and Electronics Engineers Inc. Pag.1-5 | |
| 2022 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2022 can 2022 | |
| Angrisani, L.; Apicella, A.; Arpaia, P.; De Benedetto, E.; Donato, N.; Duraccio, L.; Giugliano, S.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1109/I2MTC48687.2022.9806518 Codice identificativo SCOPUS: 2-s2.0-85134431365 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| Metrological foundations of emotional valence measurement through an EEG-based system. In: Conference Record - IEEE Instrumentation and Measurement Technology Conference Institute of Electrical and Electronics Engineers Inc. Pag.1-6 | |
| 2022 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2022 can 2022 | |
| Apicella, A.; Arpaia, P.; Esposito, A.; Mastrati, G.; Moccaldi, N. | |
| Digital Object Identifier (DOI): 10.1109/I2MTC48687.2022.9806578 Codice identificativo SCOPUS: 2-s2.0-85134427374 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| Reproducible Assessment of Valence and Arousal Based on an EEG Wearable Device. In: 2022 IEEE International Workshop on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2022 - Proceedings Institute of Electrical and Electronics Engineers Inc. Pag.661-666 | |
| 1st IEEE International Workshop on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2022 ita 2022 | |
| Apicella, A.; Arpaia, P.; Cataldo, A.; D'Errico, G.; Marocco, D.; Mastrati, G.; Moccaldi, N.; Pollastro, A.; Ricciardi, B.; Vallefuoco, E. | |
| Digital Object Identifier (DOI): 10.1109/MetroXRAINE54828.2022.9967651 Codice identificativo SCOPUS: 2-s2.0-85144601571 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| Adoption of Machine Learning Techniques to Enhance Classification Performance in Reactive Brain-Computer Interfaces. In: 2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings Institute of Electrical and Electronics Engineers Inc. Pag.1-5 | |
| 17th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 UNAHOTELS Naxos Beach, ita 2022 | |
| Apicella, A.; Arpaia, P.; Cataldo, A.; De Benedetto, E.; Donato, N.; Duraccio, L.; Giugliano, S.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1109/MeMeA54994.2022.9856441 Codice identificativo SCOPUS: 2-s2.0-85137920955 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| Toward the application of XAI methods in EEG-based systems. In: CEUR Workshop Proceedings CEUR-WS Vol.3277, Pag.1-15 | |
| 3rd Italian Workshop on Explainable Artificial Intelligence, XAI.it 2022 ita 2022 | |
| Apicella, A.; Isgro, F.; Pollastro, A.; Prevete, R. | |
| Codice identificativo SCOPUS: 2-s2.0-85142796634 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2021 | |
| Contributo in Atti di convegno | |
| A General Approach to Compute the Relevance of Middle-Level Input Features. In: ICPR 2020 Workshops, LNCS 12663Vol.12663, Pag.189-203 | |
| ICPR2020 Italy 10-15/01/2021 | |
| Apicella, A.; Giugliano, S.; Isgro, F.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1007/978-3-030-68796-0_14 Codice identificativo SCOPUS: 2-s2.0-85104338436 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2021 | |
| Contributo in Atti di convegno | |
| Explanations in terms of Hierarchically organised Middle Level Features. In: CEUR Workshop Proceedings CEUR-WS Vol.3014, Pag.44-57 | |
| 2nd Italian Workshop on Explainable Artificial Intelligence, XAI.it 2021 Italy 2021 | |
| Apicella, A.; Giugliano, S.; Isgro, F.; Prevete, R. | |
| Codice identificativo SCOPUS: 2-s2.0-85121596294 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2020 | |
| Contributo in Atti di convegno | |
| EEG-based attention assessment in motor-rehabilitation. In: 24th IMEKO TC4 International Symposium and 22nd International Workshop on ADC and DAC Modelling and Testing International Measurement Confederation (IMEKO) Pag.17-22 | |
| 24th IMEKO TC4 International Symposium and 22nd International Workshop on ADC and DAC Modelling and Testing, IWADC 2020 ita 2020 | |
| Apicella, A.; Arpaia, P.; Frosolone, M.; Improta, G.; Isgro, F.; Moccaldi, N.; Natalizio, A. | |
| Codice identificativo SCOPUS: 2-s2.0-85096744967 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2020 | |
| Contributo in Atti di convegno | |
| Preliminary validation of a measurement system for emotion recognition. In: IEEE Medical Measurements and Applications, MeMeA 2020 - Conference Proceedings Institute of Electrical and Electronics Engineers Inc. Pag.1-6 | |
| 15th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2020 ita 2020 | |
| Apicella, A.; Arpaia, P.; Mastrati, G.; Moccaldi, N.; Prevete, R. | |
| Digital Object Identifier (DOI): 10.1109/MeMeA49120.2020.9137353 Codice identificativo SCOPUS: 2-s2.0-85088898718 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| Explaining classification systems using sparse dictionaries. In: ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ESANN (i6doc.com) Pag.495-500 | |
| 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2019 bel 2019 | |
| Apicella, A.; Isgro, F.; Prevete, R.; Sorrentino, A.; Tamburrini, G. | |
| Codice identificativo SCOPUS: 2-s2.0-85071292279 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| Contrastive explanations to classification systems using sparse dictionaries. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Verlag Vol.11751, Pag.207-218 ISBN:9783030306410; 9783030306427 | |
| 20th International Conference on Image Analysis and Processing, ICIAP 2019 ita 2019 | |
| Apicella, A.; Isgro, F.; Prevete, R.; Tamburrini, G. | |
| Digital Object Identifier (DOI): 10.1007/978-3-030-30642-7_19 Codice identificativo SCOPUS: 2-s2.0-85072963885 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| Sparse dictionaries for the explanation of classification systems. In: CEUR Workshop Proceedings CEUR-WS Vol.2417, Pag.1-11 | |
| 1st International Workshop on Processing Information Ethically, PIE 2019 ita 2019 | |
| Apicella, A.; Isgro, F.; Prevete, R.; Tamburrini, G.; Vietri, A. | |
| Codice identificativo SCOPUS: 2-s2.0-85071137506 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2018 | |
| Contributo in Atti di convegno | |
| Explaining the behavior of learning classification systems: a black-box approach. In: Proceedings of the 15th Conference of the Italian Association for Cognitive Sciences Pag.72-73 | |
| 15th Conference of the Italian Association for Cognitive Sciences Italy 17-19 December 2018 | |
| Apicella, Andrea; Prevete, Roberto; Isgrò, Francesco; Tamburrini, Guglielmo | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2017 | |
| Contributo in Atti di convegno | |
| Exploiting context information for image description. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Verlag Vol.10484, Pag.320-331 ISBN:9783319685595; 9783319685601 | |
| 19th International Conference on Image Analysis and Processing, ICIAP 2017 ita 2017 | |
| Apicella, A.; Corazza, A.; Isgro, F.; Vettigli, G. | |
| Digital Object Identifier (DOI): 10.1007/978-3-319-68560-1_29 Codice identificativo SCOPUS: 2-s2.0-85032485007 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2017 | |
| Contributo in Atti di convegno | |
| Integrating a priori probabilistic knowledge into classification for image description. In: Proceedings - 2017 IEEE 26th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2017 Institute of Electrical and Electronics Engineers Inc. Pag.197-199 | |
| 26th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2017 pol 2017 | |
| Apicella, A.; Corazza, A.; Isgro, F.; Vettigli, G. | |
| Digital Object Identifier (DOI): 10.1109/WETICE.2017.47 Codice identificativo SCOPUS: 2-s2.0-85032476983 | |
| Visualizza sul Database dei Prodotti (IRIS) |
| 2017 | |
| Contributo in Atti di convegno | |
| Improving face recognition in low quality video sequences: Single frame vs multi-frame super-resolution. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Verlag Vol.10484, Pag.637-647 ISBN:9783319685595; 9783319685601 | |
| 19th International Conference on Image Analysis and Processing, ICIAP 2017 ita 2017 | |
| Apicella, A.; Isgro, F.; Riccio, D. | |
| Digital Object Identifier (DOI): 10.1007/978-3-319-68560-1_57 Codice identificativo SCOPUS: 2-s2.0-85032509951 | |
| Visualizza sul Database dei Prodotti (IRIS) |
