Francesco Isgrò

82 papers A* 1A 2B 4C 2Misc 7Journal 37Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Don't stop me now: Rethinking Validation Criteria for Model Parameter Selection. CoRR Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2026	J	`jnl`	Energy consumption assessment in embedded AI: Metrological improvements of benchmarks for edge devices. Comput. Stand. Interfaces Andrea Apicella, Pasquale Arpaia, Luigi Capobianco, Francesco Caputo, Antonella Cioffi, Antonio Esposito, Francesco Isgrò, Rosanna Manzo, Nicola Moccaldi, Danilo Pau, Ettore Toscano
2026	J	`jnl`	Representing jobs and job seekers in AI-based recommender systems: A literature review. Eng. Appl. Artif. Intell. Daniele Spoladore, Sabatina Criscuolo, Francesco Isgrò
2025	J	`jnl`	Cyber-Attacks and Countermeasures at the Perception Layer for Electromedical Devices in Community-Based Care: A Systematic Review. IEEE Access Rosanna Manzo, Andrea Apicella, Pasquale Arpaia, Francesco Caputo, Antonella Cioffi, Antonio Esposito, Francesco Isgrò, Nicola Moccaldi, Ettore Toscano
2025	J	`jnl`	Don't push the button! Exploring data leakage risks in machine learning and transfer learning. Artif. Intell. Rev. Andrea Apicella, Francesco Isgrò, Roberto Prevete
2025	J	`jnl`	IMPACTX: Improving Model Performance by Appropriately predicting CorrecT eXplanations. CoRR Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2025	—	`conf`	Short-Term Forecasting of Household Energy Consumption Using Recurrent Neural Networks. MetroXRAINE Martina Botticelli, Francesco Isgrò, Andrea Pollastro, Sabrina Romano
2025	—	`conf`	Towards Machine Learning-Based Ontology Mapping to Bridge O*NET and ESCO Skills. MetroXRAINE Sabatina Criscuolo, Daniele Spoladore, Atieh Mahroo, Eleonora Conti, Barbara Volta, Francesco Isgrò, Pasquale Arpaia, Marco Sacco
2025	J	`jnl`	Unveiling key pathomic features for automated diagnosis and Gleason grade estimation in prostate cancer. BMC Medical Imaging Valentina Brancato, Mario Verdicchio, Carlo Cavaliere, Francesco Isgrò, Marco Salvatore, Marco Aiello
2024	—	`conf`	Accurate Energy Measurements for Tiny Machine Learning Workloads. MetroXRAINE Pasquale Arpaia, Luigi Capobianco, Francesco Caputo, Antonella Cioffi, Antonio Esposito, Francesco Isgrò, Nicola Moccaldi, Danilo Pau, David Siorpaes, Ettore Toscano
2024	—	`conf`	Advancing Healthcare Through AI: Innovations in Monitoring and Diagnostic Technologies at the Augmented Reality for Health Monitoring Laboratory (ARHeMLab). Ital-IA Giovanni Annuzzi, Andrea Apicella, Pasquale Arpaia, Lutgarda Bozzetto, Umberto Bracale, Egidio De Benedetto, Paolo De Blasiis, Antonio Esposito, Francesco Isgrò, Giacomo Lus, Nicola Moccaldi, Roberto Peltrini, Roberto Prevete, Simona Raim
2024	C	`conf`	Balancing Accuracy and Efficiency for River Plastic Monitoring. IGARSS Khim Cathleen Saddi, Domenico Miglino, Francesco Isgrò, Tim van Emmerik, Salvatore Manfreda
2024	J	`jnl`	Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning. CoRR Andrea Apicella, Francesco Isgrò, Roberto Prevete
2024	J	`jnl`	Hidden classification layers: Enhancing linear separability between classes in neural networks layers. Pattern Recognit. Lett. Andrea Apicella, Francesco Isgrò, Roberto Prevete
2024	—	`conf`	Improving the Performance of Already Trained Classifiers Through an Automatic Explanation-Based Learning Approach. DS (2) Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2024	J	`jnl`	SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder. CoRR Andrea Pollastro, Francesco Isgrò, Roberto Prevete
2024	J	`jnl`	Towards a general framework for improving the performance of classifiers using XAI methods. CoRR Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2023	J	`jnl`	Adaptive filters in Graph Convolutional Neural Networks. Pattern Recognit. Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023	—	`conf`	An XAI-Based Masking Approach to Improve Classification Systems. BEWARE@AI*IA Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023	—	`conf`	Dynamic Local Filters in Graph Convolutional Neural Networks. ICIAP (2) Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023	J	`jnl`	Hidden Classification Layers: a study on Data Hidden Representations with a Higher Degree of Linear Separability between the Classes. CoRR Andrea Apicella, Francesco Isgrò, Roberto Prevete
2023	J	`jnl`	On the effects of data normalization for domain adaptation on EEG data. Eng. Appl. Artif. Intell. Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023	—	`conf`	SHAP-based Explanations to Improve Classification Systems. XAI.it@AI*IA Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2023	—	`conf`	Strategies to Exploit XAI to Improve Classification Systems. xAI (1) Andrea Apicella, Luca Di Lorenzo, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023	J	`jnl`	Strategies to exploit XAI to improve classification systems. CoRR Andrea Apicella, Luca Di Lorenzo, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023	—	`conf`	Toward the Improvement of Probabilistic Classifiers Using Ontologies. MetroXRAINE Andrea Apicella, Anna Corazza, Francesco Isgrò, Roberto Prevete
2023	J	`jnl`	Uncertainty Analysis in Cryptographic Key Recovery for Machine Learning-Based Power Measurements Attacks. IEEE Trans. Instrum. Meas. Pasquale Arpaia, Francesco Caputo, Antonella Cioffi, Antonio Esposito, Francesco Isgrò
2022	J	`jnl`	A Survey on EEG-Based Solutions for Emotion Recognition With a Low Number of Channels. IEEE Access Andrea Apicella, Pasquale Arpaia, Francesco Isgrò, Giovanna Mastrati, Nicola Moccaldi
2022	J	`jnl`	Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems. Knowl. Based Syst. Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2022	J	`jnl`	On The Effects Of Data Normalisation For Domain Adaptation On EEG Data. CoRR Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2022	—	`conf`	Toward the Application of XAI Methods in EEG-based Systems. XAI.it@AI*IA Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2022	J	`jnl`	Toward the application of XAI methods in EEG-based systems. CoRR Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2022	—	`conf`	XAI Approach for Addressing the Dataset Shift Problem: BCI as a Case Study (short paper). BEWARE@AI*IA Andrea Apicella, Francesco Isgrò, Roberto Prevete
2021	J	`jnl`	A general approach for Explanations in terms of Middle Level Features. CoRR Andrea Apicella, Francesco Isgrò, Roberto Prevete
2021	J	`jnl`	A survey on modern trainable activation functions. Neural Networks Andrea Apicella, Francesco Donnarumma, Francesco Isgrò, Roberto Prevete
2021	J	`jnl`	Dynamic Filters in Graph Convolutional Neural Networks. CoRR Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2020	—	`conf`	A General Approach to Compute the Relevance of Middle-Level Input Features. ICPR Workshops (3) Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2020	J	`jnl`	A general approach to compute the relevance of middle-level input features. CoRR Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2020	J	`jnl`	A survey on modern trainable activation functions. CoRR Andrea Apicella, Francesco Donnarumma, Francesco Isgrò, Roberto Prevete
2020	J	`jnl`	Middle-Level Features for the Explanation of Classification Systems by Sparse Dictionary Methods. Int. J. Neural Syst. Andrea Apicella, Francesco Isgrò, Roberto Prevete, Guglielmo Tamburrini
2019	J	`jnl`	A simple and efficient architecture for trainable activation functions. CoRR Andrea Apicella, Francesco Isgrò, Roberto Prevete
2019	J	`jnl`	A simple and efficient architecture for trainable activation functions. Neurocomputing Andrea Apicella, Francesco Isgrò, Roberto Prevete
2019	—	`conf`	Contrastive Explanations to Classification Systems Using Sparse Dictionaries. ICIAP (1) Andrea Apicella, Francesco Isgrò, Roberto Prevete, Guglielmo Tamburrini
2019	B	`conf`	Explaining classification systems using sparse dictionaries. ESANN Andrea Apicella, Francesco Isgrò, Roberto Prevete, Andrea Sorrentino, Guglielmo Tamburrini
2019	J	`jnl`	Methods to Retrieve the Cloud-Top Height in the Frame of the JEM-EUSO Mission. IEEE Trans. Geosci. Remote. Sens. Anna Anzalone, Mario Edoardo Bertaina, Susana Briz, Claudio Cassardo, Roberto Cremonini, Antonio J. de Castro, Silvia Ferrarese, Francesco Isgrò, Fernando López, Ilaria Tabone
2019	—	`conf`	Sparse Dictionaries for the Explanation of Classification Systems. PIE@CAiSE Andrea Apicella, Francesco Isgrò, Roberto Prevete, Guglielmo Tamburrini, Alessio Vietri
2018	—	`conf`	Ethics-aware Data Governance (Vision Paper). SEBD Letizia Tanca, Paolo Atzeni, Davide Azzalini, Ilaria Bartolini, Luca Cabibbo, Luca Calderoni, Paolo Ciaccia, Valter Crescenzi, Juan Carlos De Martin, Selina Fenoglietto, Donatella Firmani, Sergio Greco, Francesco Isgrò, Dario Maio, Davide Martinenghi, Maristella Matera, Paolo Merialdo, Cristian Molinaro, Marco Patella, Roberto Prevete, Elisa Quintarelli, Antonio Santangelo, Andrea Tagarelli, Guglielmo Tamburrini, Riccardo Torlone
2018	J	`jnl`	Integration of Context Information through Probabilistic Ontological Knowledge into Image Classification. Inf. Andrea Apicella, Anna Corazza, Francesco Isgrò, Giuseppe Vettigli
2017	—	`conf`	Exploiting Context Information for Image Description. ICIAP (1) Andrea Apicella, Anna Corazza, Francesco Isgrò, Giuseppe Vettigli
2017	—	`conf`	Improving Face Recognition in Low Quality Video Sequences: Single Frame vs Multi-frame Super-Resolution. ICIAP (1) Andrea Apicella, Francesco Isgrò, Daniel Riccio
2017	C	`conf`	Integrating a Priori Probabilistic Knowledge into Classification for Image Description. WETICE Andrea Apicella, Anna Corazza, Francesco Isgrò, Giuseppe Vettigli
2016	—	`conf`	A Multi-spectral Stereo Method to Retrieve Cloud top Height applied to Geostationary Satellite images. CompSysTech Anna Anzalone, Francesco Isgrò
2016	—	`conf`	A machine learning approach for predictive maintenance for mobile phones service providers. 3PGCIC Anna Corazza, Francesco Isgrò, Luca Longobardo, Roberto Prevete
2016	—	`conf`	Relation Mining from Clinical Records. CLiC-it/EVALITA Anita Alicante, Anna Corazza, Francesco Isgrò, Stefano Silvestri
2016	J	`jnl`	Unsupervised entity and relation extraction from clinical records in Italian. Comput. Biol. Medicine Anita Alicante, Anna Corazza, Francesco Isgrò, Stefano Silvestri
2015	—	`conf`	Face Recognition from Robust SIFT Matching. ICIAP (2) Massimiliano Di Mella, Francesco Isgrò
2014	—	`conf`	Unsupervised Information Extraction from Italian Clinical Records. InMed Anita Alicante, Anna Corazza, Francesco Isgrò, Stefano Silvestri
2013	B	`conf`	A system for the automatic measurement of the nuchal translucency thickness from ultrasound video stream of the foetus. CBMS Anna Anzalone, Giovanni Fusco, Francesco Isgrò, Emanuela Orlandi, Roberto Prevete, Giuseppa Sciortino, Domenico Tegolo, Cesare Valenti
2013	B	`conf`	Segmentation of nailfold capillaries from microscopy video sequences. CBMS Francesco Isgrò, Francesco Pane, Giuseppe Porzio, Raffaele Pennarola, Elena Pennarola
2009	Misc	`conf`	A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images. ICIAP Ezio Catanzariti, Giovanni Fusco, Francesco Isgrò, Salvatore Masecchia, Roberto Prevete, Matteo Santoro
2009	—	`conf`	Combining Fuzzy C-Mean and Normalized Convolution for Cloud Detection in IR Images. WILF Anna Anzalone, Francesco Isgrò, Domenico Tegolo
2008	J	`jnl`	A distributed genetic algorithm for restoration of vertical line scratches. Parallel Comput. Francesco Isgrò, Domenico Tegolo
2007	Misc	`conf`	Fast convergence for spectral clustering. ICIAP Marco Aiello, F. Andreozzi, Ezio Catanzariti, Francesco Isgrò, Matteo Santoro
2006	J	`jnl`	SVD-matching using SIFT features. Graph. Model. Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri
2005	—	`conf`	An Open System for 3D Data Acquisition from Multiple Sensor. CAMP Francesco Isgrò, Francesca Odone, Alessandro Verri
2005	Misc	`conf`	Large Baseline Matching of Scale Invariant Features. ICIAP Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri
2005	—	`conf`	Restoration of Vertical Line Scratches with a Distributed Genetic Algorithm. CAMP Francesco Isgrò, Domenico Tegolo
2005	—	`conf`	SVD-Matching using SIFT Features. VVG Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri
2004	J	`jnl`	A fast and robust image registration method based on an early consensus paradigm. Pattern Recognit. Lett. Francesco Isgrò, Maurizio Pilu
2004	J	`jnl`	Silhouette encoding and synthesis using elliptic Fourier descriptors, and applications to videoconferencing. J. Vis. Lang. Comput. Benedetto Ballarò, Francesco Isgrò, Domenico Tegolo
2004	J	`jnl`	Three-dimensional image processing in the future of immersive media. IEEE Trans. Circuits Syst. Video Technol. Francesco Isgrò, Emanuele Trucco, Oliver Schreer
2003	Misc	`conf`	Finding essential features for tracking starfish in a video sequence. ICIAP Vito Di Gesù, Francesco Isgrò, Domenico Tegolo, Emanuele Trucco
2002	A	`conf`	A fast and reliable planar registration method with applications to document stitching. BMVC Maurizio Pilu, Francesco Isgrò
2002	A	`conf`	Fast and robust planar registration by early consensus with applications to document stitching. WACV Maurizio Pilu, Francesco Isgrò
2001	Misc	`conf`	A Genetic Algorithm for Scratch Removal in Static Images. ICIAP Domenico Tegolo, Francesco Isgrò
2001	—	`conf`	Scratch detection and removal from static images using simple statistics and genetic algorithms. ICIP (1) Domenico Tegolo, Francesco Isgrò
2001	Misc	`conf`	Towards Teleconferencing by View Synthesis and Large-Baseline Stereo. ICIAP Francesco Isgrò, Emanuele Trucco, Li-Qun Xu
2000	B	`conf`	A General Rank-2 Parameterization of the Fundamental Matrix. ICPR Francesco Isgrò, Emanuele Trucco
1999	Misc	`conf`	On Robust Rectification for Uncalibrated Images. ICIAP Francesco Isgrò, Emanuele Trucco
1999	A*	`conf`	Projective Rectification Without Epipolar Geometry. CVPR Francesco Isgrò, Emanuele Trucco
1999	J	`jnl`	Robust estimation of motion, structure and focal length from two views of a translating scene. Pattern Recognit. Lett. Francesco Isgrò, Emanuele Trucco
1994	—	`conf`	Dynamic interface for machine vision systems. ICPR (3) Domenico Tegolo, Biagio Lenzitti, Francesco Isgrò, Vito Di Gesù