Gennaro Vessio

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 80

Top Topics

Convolutional Neural Networks

Cognitive Impairment

Pattern Extraction

Top Venues

Neural Comput. Appl.

Publications

Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi, Emanuele Colonna, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. CoRR (2024)
Moisés Díaz, Miguel Ángel Ferrer, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
Dynamically enhanced static handwriting representation for Parkinson's disease detection. CoRR (2024)
Moisés Díaz, Miguel A. Ferrer, Gennaro Vessio
Explainable offline automatic signature verifier to support forensic handwriting examiners. Neural Comput. Appl. 36 (5) (2024)
Moisés Díaz, Miguel A. Ferrer, Gennaro Vessio
Explainable offline automatic signature verifier to support forensic handwriting examiners. CoRR (2024)
Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio
Density-based clustering with fully-convolutional networks for crowd flow detection from drones. Neurocomputing 526 (2023)
Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio
Density-based clustering with fully-convolutional networks for crowd flow detection from drones. CoRR (2023)
Giovanna Castellano, Nicola Fanelli, Raffaele Scaringi, Gennaro Vessio
Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study. ICIAP Workshops (2) (2023)
Rosa Porro, Thomas Ercole, Giuseppe Pipitò, Gennaro Vessio, Corrado Loglisci
Predicting Investor Behavior and Investment Patterns in Equity and Lending Crowdfunding Campaigns. SEBD (2023)
Giovanna Castellano, Eufemia Lella, Valerio Longo, Giuseppe Placidi, Matteo Polsinelli, Gennaro Vessio
Combining Unsupervised and Supervised Deep Learning for Alzheimer's Disease Detection by Fractional Anisotropy Imaging. CBMS (2023)
Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio
Recognizing the Style, Genre, and Emotion of a Work of Art Through Visual and Knowledge Graph Embeddings. AI*IA (2023)
Tommaso Bianco, Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio
Identifying AI-Generated Art with Deep Learning. CREAI@AI*IA (2023)
Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Nicoletta Nuzziello, Gennaro Vessio
MicroRNA expression classification for pediatric multiple sclerosis identification. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio
Weed mapping in multispectral drone imagery using lightweight vision transformers. Neurocomputing 562 (2023)
Alessandro Pio, Giovanna Castellano, Filippo Mignosi, Giuseppe Placidi, Matteo Polsinelli, Alessandro Sciarra, Gennaro Vessio
Graph Model to Represent Color Closeness in Pseudo-color Multimodal MRI. CBMS (2023)
Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio
Automatic analysis of artistic heritage through Artificial Intelligence. IRCDL (2023)
Serena De Ruvo, Gianvito Pio, Gennaro Vessio, Vincenzo Volpe
Forecasting and what-if analysis of new positive COVID-19 cases during the first three waves in Italy. Medical Biol. Eng. Comput. 61 (8) (2023)
Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio
Applying Knowledge Distillation to Improve Weed Mapping With Drones. FedCSIS (2023)
Momina Moetesum, Moisés Díaz Cabrera, Uzma Masroor, Imran Siddiqi, Gennaro Vessio
A survey of visual and procedural handwriting analysis for neuropsychological assessment. Neural Comput. Appl. 34 (12) (2022)
Giuseppina Andresini, Annalisa Appice, Francesco Paolo Caforio, Donato Malerba, Gennaro Vessio
ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection. Expert Syst. Appl. 201 (2022)
Giovanna Castellano, Gennaro Vessio
A Deep Learning Approach to Clustering Visual Arts. Int. J. Comput. Vis. 130 (11) (2022)
Matteo Testi, Matteo Ballabio, Emanuele Frontoni, Giulio Iannello, Sara Moccia, Paolo Soda, Gennaro Vessio
MLOps: A Taxonomy and a Methodology. IEEE Access 10 (2022)
Giovanna Castellano, Giuseppe Placidi, Matteo Polsinelli, Gianpiero Tulipani, Gennaro Vessio
Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification. ICPR Workshops (1) (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Monika Dominiak, Olgierd Hryniewicz, Olga Kaminska, Gennaro Vessio, Natalia Díaz Rodríguez
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. Inf. Sci. 614 (2022)
Giuseppe Placidi, Giovanna Castellano, Filippo Mignosi, Matteo Polsinelli, Gennaro Vessio
Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging. CBMS (2022)
Sinem Aslan, Giovanna Castellano, Vincenzo Digeno, Giuseppe Migailo, Raffaele Scaringi, Gennaro Vessio
Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings. ICIAP Workshops (1) (2022)
Giovanna Castellano, Vincenzo Digeno, Giovanni Sansaro, Gennaro Vessio
Leveraging Knowledge Graphs and Deep Learning for automatic art analysis. Knowl. Based Syst. 248 (2022)
Giovanna Castellano, Corrado Mencar, Gennaro Vessio
Computer Vision Meets Drones: Our Research Experience. DP@AI*IA (2022)
Giovanna Castellano, Corrado Mencar, Gaetano Sette, Francesco Saverio Troccoli, Gennaro Vessio
Crowd Flow Detection from Drones with Fully Convolutional Networks and Clustering. IJCNN (2022)
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. CoRR (2021)
Giovanna Castellano, Berardina De Carolis, Nicola Marvulli, Mauro Sciancalepore, Gennaro Vessio
Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet. CAIP (2) (2021)
Giovanna Castellano, Andrea Esposito, Marco Mirizio, Graziano Montanaro, Gennaro Vessio
Detection of Dementia Through 3D Convolutional Neural Networks Based on Amyloid PET. SSCI (2021)
Giovanna Castellano, Gennaro Vessio
Understanding Art with AI: Our Research Experience. DP@AI*IA (2021)
Giovanna Castellano, Gennaro Vessio
Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview. Neural Comput. Appl. 33 (19) (2021)
Moisés Díaz, Momina Moetesum, Imran Siddiqi, Gennaro Vessio
Sequence-based Dynamic Handwriting Analysis for Parkinson's Disease Detection with One-dimensional Convolutions and BiGRUs. CoRR (2021)
Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio
Integrating Contextual Knowledge to Visual Features for Fine Art Classification. DL4KG@ISWC (2021)
Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio
ArtGraph: Towards an Artistic Knowledge Graph. CoRR (2021)
Giovanna Castellano, Ciro Castiello, Andrea Montemurro, Gennaro Vessio, Gianluca Zaza
Segmentation of remotely sensed images with a neuro-fuzzy inference system. WILF (2021)
Francesco Paolo Caforio, Giuseppina Andresini, Gennaro Vessio, Annalisa Appice, Donato Malerba
Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection Systems. DS (2021)
Eufemia Lella, Gennaro Vessio
Ensembling complex network 'perspectives' for mild cognitive impairment detection with artificial neural networks. CoRR (2021)
Daniela Mazzolini, Paolo Mignone, Patrizia Pavan, Gennaro Vessio
An easy-to-explain decision support framework for forensic analysis of dynamic signatures. Digit. Investig. 38 (2021)
Moisés Díaz, Momina Moetesum, Imran Siddiqi, Gennaro Vessio
Sequence-based dynamic handwriting analysis for Parkinson's disease detection with one-dimensional convolutions and BiGRUs. Expert Syst. Appl. 168 (2021)
Giovanna Castellano, Gennaro Vessio
A deep learning approach to clustering visual arts. CoRR (2021)
Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. MDAI (2021)
Fabio Bellavia, Giovanna Castellano, Gennaro Vessio
Editorial for Special Issue "Fine Art Pattern Extraction and Recognition". J. Imaging 7 (10) (2021)
Sergio Caputo, Giovanna Castellano, Francesco Greco, Corrado Mencar, Niccolò Petti, Gennaro Vessio
Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations. AI*IA (2021)
Giovanna Castellano, Eufemia Lella, Gennaro Vessio
Visual link retrieval and knowledge discovery in painting datasets. Multim. Tools Appl. 80 (5) (2021)
Giovanna Castellano, Gennaro Vessio
Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso's Artworks. DS (2020)
Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks. SOFSEM (2020)
Giovanna Castellano, Gennaro Vessio
Deep convolutional embedding for digitized painting clustering. CoRR (2020)
Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Gennaro Vessio
Pepper4Museum: Towards a Human-like Museum Guide. AVI²CH@AVI (2020)
Giovanna Castellano, Gennaro Vessio
Deep Convolutional Embedding for Digitized Painting Clustering. ICPR (2020)
Eufemia Lella, Gennaro Vessio
Ensembling complex network 'perspectives' for mild cognitive impairment detection with artificial neural networks. Pattern Recognit. Lett. 136 (2020)
Giovanna Castellano, Eufemia Lella, Gennaro Vessio
Visual link retrieval and knowledge discovery in painting datasets. CoRR (2020)
Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. IJCNN (2020)
Giovanna Castellano, Gennaro Vessio
Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets. IRCDL (2020)
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. ECCV Workshops (4) (2020)
Giovanna Castellano, Gennaro Vessio
A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings. ICPR Workshops (3) (2020)
Gabriella Casalino, Gennaro Vessio, Arianna Consiglio
Evaluation of Cognitive Impairment in Pediatric Multiple Sclerosis with Machine Learning: An Exploratory Study of miRNA Expressions. EAIS (2020)
Giovanna Castellano, Ciro Castiello, Marco Cianciotta, Corrado Mencar, Gennaro Vessio
Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images. ECCV Workshops (4) (2020)
Giovanna Castellano, Antonio Cervelione, Marco Cianciotta, Berardina De Carolis, Gennaro Vessio
Recognizing the Waving Gesture in the Interaction with a Social Robot. RO-MAN (2020)
Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
Exploiting Time in Adaptive Learning from Educational Data. HELMeTO (2020)
Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks. IEEE Access 8 (2020)
Daniela Mazzolini, Patrizia Pavan, Giuseppe Pirlo, Gennaro Vessio
Towards a Decision Support Framework for Forensic Analysis of Dynamic Signatures. IRCDL (2020)
Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Gennaro Vessio
An Evolutionary Approach to address Interoperability Issues in Multi-Device Signature Verification. SMC (2019)
Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio, Maria Teresa Angelillo
A Handwriting-Based Protocol for Assessing Neurodegenerative Dementia. Cogn. Comput. 11 (4) (2019)
Maria Teresa Angelillo, Fabrizio Balducci, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
Attentional Pattern Classification for Automatic Dementia Detection. IEEE Access 7 (2019)
Maria Teresa Angelillo, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Gennaro Vessio
Handwriting Dynamics as an Indicator of Cognitive Reserve: An Exploratory Study. SMC (2019)
Maria Teresa Angelillo, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
Performance-Driven Handwriting Task Selection for Parkinson's Disease Classification. AI*IA (2019)
Moisés Díaz, Miguel Angel Ferrer-Ballester, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
Dynamically enhanced static handwriting representation for Parkinson's disease detection. Pattern Recognit. Lett. 128 (2019)
Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
Dynamic Handwriting Analysis for Supporting Earlier Parkinson's Disease Diagnosis. Inf. 9 (10) (2018)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
An ASM-based characterisation of starvation-free systems. Int. J. Parallel Emergent Distributed Syst. 33 (1) (2018)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
Intercepting Blackhole Attacks in MANETs: An ASM-based Model. SEFM Workshops (2017)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
An ASM-based Characterization of Starvation-free Systems. CoRR (2017)
Donato Impedovo, Giuseppe Pirlo, Maria Teresa Angelillo, Gennaro Vessio
Towards a Digitized Protocol based on Handwriting for the Assessment of Neurodegenerative Disorders. WAIAH@AI*IA (2017)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
CoreASM-based Evaluation of the N-AODV Protocol for MANETs. J. Mobile Multimedia 12 (1&2) (2016)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
Towards an ASM-based Characterization of the Deadlock-freedom Property. ICSOFT-PT (2016)
Gennaro Vessio
Reasoning about Properties with Abstract State Machines. STAF Doctoral Symposium (2015)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
Applying Predicate Abstraction to Abstract State Machines. BMMDS/EMMSAD (2015)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
Applying Predicate Abstraction to Abstract State Machines. BMMDS/EMMSAD (2015)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
Comparing AODV and N-AODV Routing Protocols for Mobile Ad-hoc Networks. MoMM (2015)
Alessandro Bianchi, Sebastiano Pizzutilo, Gennaro Vessio
Preliminary Description of NACK-based Ad-hoc On-demand Distance Vector Routing Protocol for MANETs. ICSOFT EA (2014)