Valerio, A.G., Trufanova, K., de Benedictis, S., Vessio, G. & Castellano, G. From segmentation to explanation: Generating textual reports from MRI with LLMs. Comput Methods Programs Biomed (2025)
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Loconte, L., et al. What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)? TMLR (2025)
Scaringi, R., Fiameni, G., Vessio, G. & Castellano, G. GraphCLIP: Image-graph contrastive learning for multimodal artwork classification. Knowl-Based Syst (2025)
Fanelli, N., Vessio, G. & Castellano, G. I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting. WACV (2025)
Diaz, M., et al. Neural network modelling of kinematic and dynamic features for signature verification. Pattern Recognit Lett (2025)
De Marinis, P., Vessio, G. & Castellano, G. RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection. ECCVW (2024)
Rinaldi, I., Fanelli, N., Castellano, G. & Vessio, G. Art2Mus: Bridging Visual Arts and Music through Cross-Modal Generation. ECCVW (2024)
Porro, R., Ercole, T., Pipitò, G., Vessio, G. & Loglisci, C. Pathways to success: a machine learning approach to predicting investor dynamics in equity and lending crowdfunding campaigns. J Intell Inf Syst (2024)
Amendola, D., Basile, A., Castellano, G., Vessio, G. & Zaza, G. From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. IJCNN (2024)
Castellano, G., Esposito, A., Lella, E., Montanaro, G. & Vessio, G. Automated detection of Alzheimer's disease: a multi-modal approach with 3D MRI and amyloid PET. Sci Rep (2024)
Diaz, M., Ferrer, M.A. & Vessio, G. Explainable offline automatic signature verifier to support forensic handwriting examiners. Neural Comput Appl (2024)
Castellano, G., De Marinis, P., & Vessio, G. Applying Knowledge Distillation to Improve Weed Mapping With Drones. FedCSIS (2023)
Castellano, G., De Marinis, P., & Vessio, G. Weed mapping in multispectral drone imagery using lightweight vision transformers. Neurocomputing (2023)
Casalino, G., Castellano, G., Consiglio, A., Nuzziello, N. & Vessio, G. MicroRNA expression classification for pediatric multiple sclerosis identification. J Ambient Intell Humaniz Comput (2023)
Bianco, T., Castellano, G., Scaringi, R. & Vessio, G. Identifying AI-Generated Art with Deep Learning. CREAI (2023)
Castellano, G., Fanelli, N., Scaringi, R. & Vessio, G. Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study. FAPER (2023)
De Ruvo, S., Pio, G., Vessio & G., Volpe, V. Forecasting and what-if analysis of new positive COVID-19 cases during the first three waves in Italy. Med Biol Eng Comput (2023)
Castellano, G., Lella, E., Longo, V., Placidi, G., Polsinelli, M. & Vessio, G. Combining Unsupervised and Supervised Deep Learning for Alzheimer's Disease Detection by Fractional Anisotropy Imaging. CBMS (2023)
Castellano, G., Cotardo, E., Mencar, C., & Vessio, G. Density-based clustering with fully-convolutional networks for crowd flow detection from drones. Neurocomputing (2023)
Kaczmarek-Majer, K., et al. PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. Inf Sci (2022)
Castellano, G. & Vessio, G. A Deep Learning Approach to Clustering Visual Arts. Int J Comput Vis (2022)
Testi, M., Ballabio, M., Frontoni, E., Iannello, G., Moccia, S., Soda, P. & Vessio, G. MLOps: A Taxonomy and a Methodology. IEEE Access (2022)
Castellano, G., Digeno, V., Sansaro, G. & Vessio, G. Leveraging Knowledge Graphs and Deep Learning for automatic art analysis. Knowl-Based Syst (2022)
Moetesum, M., Diaz, M., Masroor, U., Siddiqi, I. & Vessio, G. A survey of visual and procedural handwriting analysis for neuropsychological assessment. Neural Comput Appl (2022)
Andresini, G., Appice, A., Caforio, F.P., Malerba, D. & Vessio, G. ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection. Expert Syst Appl (2022)
Caputo, S., Castellano, G., Greco, F., Mencar, C., Petti, N. & Vessio, G. Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations. AIxIA (2021)
Castellano, G., Castiello, C., Montemurro, A., Vessio, G. & Zaza, G. Segmentation of remotely sensed images with a neuro-fuzzy inference system. WILF (2021)
Castellano, G., De Carolis, B., Marvulli, N., Sciancalepore, M. & Vessio, G. Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet. CAIP (2021)
Mazzolini, D., Mignone, P., Pavan, P. & Vessio, G. An easy-to-explain decision support framework for forensic analysis of dynamic signatures. Forensic Sci Int: Digit Investig (2021)
Castellano, G. & Vessio, G. Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview. Neural Comput Appl (2021)
Diaz, M., Moetesum, M., Siddiqi, I. & Vessio, G. Sequence-based dynamic handwriting analysis for Parkinson's disease detection with one-dimensional convolutions and BiGRUs. Expert Syst Appl (2021)
Castellano, G., Lella, E. & Vessio, G. Visual link retrieval and knowledge discovery in painting datasets. Multim Tools Appl (2021)
Casalino, G., Castellano, G. & Vessio, G. Exploiting Time in Adaptive Learning from Educational Data. HELMETO (2020)
Castellano, G., De Carolis, B., Macchiarulo, N. & Vessio, G. Pepper4Museum: Towards a Human-like Museum Guide. AVI-CH (2020)
Castellano, G., Castiello, C., Cianciotta, M., Mencar, C. & Vessio, G. Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images. ECCVW (2020)
Lella, E. & Vessio, G. Ensembling complex network 'perspectives' for mild cognitive impairment detection with artificial neural networks. Pattern Recognit Lett (2020)
Castellano, G., Castiello, C., Mencar, C. & Vessio, G. Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks. IEEE Access (2020)
Vessio, G. Dynamic Handwriting Analysis for Neurodegenerative Disease Assessment: A Literary Review. Appl Sci (2019)
Impedovo, D., Pirlo, G., Sarcinella, L. & Vessio, G. An Evolutionary Approach to address Interoperability Issues in Multi-Device Signature Verification. SMC (2019)
Diaz, M., Ferrer, M.A., Impedovo, D., Pirlo, G. & Vessio, G. Dynamically enhanced static handwriting representation for Parkinson's disease detection. Pattern Recognit Lett (2019)
Impedovo, D., Pirlo, G., Angelillo, M.T. & Vessio, G. A Handwriting-Based Protocol for Assessing Neurodegenerative Dementia. Cogn Comput (2019)
Angelillo, M.T., Balducci, F., Impedovo, D., Pirlo, G. & Vessio, G. Attentional Pattern Classification for Automatic Dementia Detection. IEEE Access (2019)
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