Giovanna Castellano

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 106

Top Venues

Publications

Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. FUZZ (2024)
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)
Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza
A Human-centric Approach to Explain Evolving Data: A Case Study on Education. EAIS (2024)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
Enhancing Next Activity Prediction with Adversarial Training of Vision Transformers. SEBD (2024)
Berardina Nadja De Carolis, Giuseppe Palestra, Giovanna Castellano
Exploring the Role of Empathy in Designing Social Robots for Elderly People. UMAP (Adjunct Publication) (2024)
Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Daniel Leite, Karol R. Opara, Weronika Radziszewska, Katarzyna Kaczmarek-Majer
Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder. Int. J. Appl. Math. Comput. Sci. 33 (3) (2023)
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)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Semi-Supervised Fuzzy C-Means for Regression. IJCCI (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)
Nasser Aghazadeh, Paria Moradi, Giovanna Castellano, Parisa Noras
An automatic MRI brain image segmentation technique using edge-region-based level set. J. Supercomput. 79 (7) (2023)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Interpretable Neuro-Fuzzy Models for Stress Prediction. EUSFLAT/AGOP (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, Berardina De Carolis, Nicola Macchiarulo
Automatic facial emotion recognition at the COVID-19 pandemic time. Multim. Tools Appl. 82 (9) (2023)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio
Weed mapping in multispectral drone imagery using lightweight vision transformers. Neurocomputing 562 (2023)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Nicola Fiorentino, Donato Malerba
STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams. IEEE Trans. Serv. Comput. 16 (4) (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)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
DARWIN : An online deep learning approach to handle concept drifts in predictive process monitoring. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio
Applying Knowledge Distillation to Improve Weed Mapping With Drones. FedCSIS (2023)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Wil M. P. van der Aalst
PROMISE: Coupling predictive process mining to process discovery. Inf. Sci. 606 (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Monika Dominiak
Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries. Inf. Sci. 588 (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Daniel Leite, Olgierd Hryniewicz
Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. IS (2022)
Giovanna Castellano, Gennaro Vessio
A Deep Learning Approach to Clustering Visual Arts. Int. J. Comput. Vis. 130 (11) (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)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Explainable Fuzzy Models for Learning Analytics. ISDA (3) (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)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring. IEEE Trans. Serv. Comput. 15 (4) (2022)
Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza
A mobile app for contactless measurement of vital signs through remote Photoplethysmography. SMC (2022)
Kamil Kmita, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring. FUZZ-IEEE (2022)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
A multi-view deep learning approach for predictive business processes monitoring. SERVICES (2022)
Giovanna Castellano, Vincenzo Digeno, Giovanni Sansaro, Gennaro Vessio
Leveraging Knowledge Graphs and Deep Learning for automatic art analysis. Knowl. Based Syst. 248 (2022)
Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Corrado Mencar
Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference. Soft Comput. 26 (14) (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)
Gabriella Casalino, Giovanna Castellano, Uzay Kaymak, Gianluca Zaza
Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment. SSCI (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)
Vincenzo Pasquadibisceglie, Giovanna Castellano, Annalisa Appice, Donato Malerba
FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation. ICPM (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)
Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Olimpia Pino
Detecting Emotions During Cognitive Stimulation Training with the Pepper Robot. HFR (2021)
Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio
Integrating Contextual Knowledge to Visual Features for Fine Art Classification. DL4KG@ISWC (2021)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
On the use of FIS inside a Telehealth system for cardiovascular risk monitoring. MED (2021)
Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo
Automatic Emotion Recognition from Facial Expressions when Wearing a Mask. CHItaly (2021)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
Leveraging Multi-view Deep Learning for Next Activity Prediction. ITBPM@BPM (2021)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Neuro-Fuzzy Systems for Learning Analytics. ISDA (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)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Using an adaptive neuro-fuzzy inference system for the classification of hypertension. WILF (2021)
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. FUZZ-IEEE (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)
Giovanna Castellano, Berardina De Carolis, Francesca D'Errico, Nicola Macchiarulo, Veronica Rossano
PeppeRecycle: Improving Children's Attitude Toward Recycling by Playing with a Social Robot. Int. J. Soc. Robotics 13 (1) (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)
Paolo Buono, Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo
Social Assistive Robots in Elderly Care: Exploring the role of Empathy. EMPATHY@AVI (2020)
Giovanna Castellano, Gennaro Vessio
Deep convolutional embedding for digitized painting clustering. CoRR (2020)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba, Giuseppe Modugno
ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs. IEEE Access 8 (2020)
Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Gennaro Vessio
Pepper4Museum: Towards a Human-like Museum Guide. AVI²CH@AVI (2020)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
A mHealth solution for contact-less self-monitoring of blood oxygen saturation. ISCC (2020)
Giovanna Castellano, Gennaro Vessio
Deep Convolutional Embedding for Digitized Painting Clustering. ICPR (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, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer
Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. DS (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)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
Predictive Process Mining Meets Computer Vision. BPM (Forum) (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)
Fabio Calefato, Giovanna Castellano, Veronica Rossano
RECODE: revision control for digital images. Multim. Tools Appl. 78 (23) (2019)
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
Using Convolutional Neural Networks for Predictive Process Analytics. ICPM (2019)
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. MobiHealth (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. EUSFLAT Conf. (2019)
Fabio Calefato, Giovanna Castellano, Veronica Rossano
Correction to: RECODE: revision control for digital images. Multim. Tools Appl. 78 (23) (2019)
Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Veronica Rossano
Learning waste Recycling by playing with a Social Robot. SMC (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering. Int. J. Artif. Intell. Tools 28 (8) (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. IV (1) (2019)
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules. Inf. 10 (1) (2019)
Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Maria Liguori, Nicoletta Nuzziello, Davide Primiceri
A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection. MDAI (2019)
Fabio Calefato, Giovanna Castellano, Veronica Rossano
A Revision Control System for Image Editing in Collaborative Multimedia Design. CoRR (2018)
Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza
A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. WILF (2018)
Laura Caponetti, Giovanna Castellano
Special Issue on Fuzzy Logic for Image Processing. Inf. 9 (1) (2018)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Incremental adaptive semi-supervised fuzzy clustering for data stream classification. EAIS (2018)
Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
Enhancing the DISSFCM Algorithm for Data Stream Classification. WILF (2018)
Fabio Calefato, Giovanna Castellano, Veronica Rossano
A Revision Control System for Image Editing in Collaborative Multimedia Design. IV (2018)
Laura Caponetti, Giovanna Castellano, Vito Corsini
MR Brain Image Segmentation: A Framework to Compare Different Clustering Techniques. Inf. 8 (4) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giovanna Castellano