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2020 – today
- 2024
[c115]Giovanna Castellano, Berardina De Carolis, Stefano Ferilli, Stefania Massaro, Giuseppe Palestra, Loredana Perla, Maria Teresa Santacroce:
Towards Social Robot-based Inclusive Museum Experiences for Children with ASD. AVICH@AVI 2024- [c114]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: 1-8 - [c113]Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza:
Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. FUZZ 2024: 1-8 - [c112]Daniela Amendola, Teresa M. A. Basile, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza:
From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. IJCNN 2024: 1-7 - [c111]Gabriella Casalino, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza:
Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring. Ital-IA 2024: 295-300 - [c110]Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Enhancing Next Activity Prediction with Adversarial Training of Vision Transformers. SEBD 2024: 349-358 - [c109]Berardina Nadja De Carolis, Giuseppe Palestra, Giovanna Castellano:
Exploring the Role of Empathy in Designing Social Robots for Elderly People. UMAP (Adjunct Publication) 2024 - [i10]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 abs/2407.02075 (2024) - [i9]Ivan Rinaldi, Nicola Fanelli, Giovanna Castellano, Gennaro Vessio:
Art2Mus: Bridging Visual Arts and Music through Cross-Modal Generation. CoRR abs/2410.04906 (2024) - [i8]Pasquale De Marinis, Gennaro Vessio, Giovanna Castellano:
RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection. CoRR abs/2410.04983 (2024) - 2023
- [j59]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) - [j58]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): 106461 (2023) - [j57]Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio:
Density-based clustering with fully-convolutional networks for crowd flow detection from drones. Neurocomputing 526: 169-179 (2023) - [j56]Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio:
Weed mapping in multispectral drone imagery using lightweight vision transformers. Neurocomputing 562: 126914 (2023) - [j55]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): 8871-8880 (2023) - [j54]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): 15851-15860 (2023) - [j53]Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo:
Automatic facial emotion recognition at the COVID-19 pandemic time. Multim. Tools Appl. 82(9): 12751-12769 (2023) - [j52]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): 7337-7359 (2023) - [j51]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): 2970-2984 (2023) - [c108]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: 427-440 - [c107]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: 456-462 - [c106]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: 511-516 - [c105]Tommaso Bianco, Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio:
Identifying AI-Generated Art with Deep Learning. CREAI@AI*IA 2023: 16-25 - [c104]Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Interpretable Neuro-Fuzzy Models for Stress Prediction. EUSFLAT/AGOP 2023: 630-641 - [c103]Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio:
Applying Knowledge Distillation to Improve Weed Mapping With Drones. FedCSIS 2023: 393-400 - [c102]Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza:
Leveraging Explainable AI Methods and Tools for Educational Data. HELMeTO 2023: 95-111 - [c101]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: 309-321 - [c100]Gabriella Casalino, Giovanna Castellano, Corrado Mencar:
Semi-Supervised Fuzzy C-Means for Regression. IJCCI 2023: 369-375 - [c99]Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio:
Automatic analysis of artistic heritage through Artificial Intelligence. IRCDL 2023: 192-196 - [e3]Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniel Leite:
Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), Padova, Italy, July 18, 2022. CEUR Workshop Proceedings 3380, CEUR-WS.org 2023 [contents] - [i7]Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio:
Density-based clustering with fully-convolutional networks for crowd flow detection from drones. CoRR abs/2301.04937 (2023) - 2022
- [j50]Giovanna Castellano, Gennaro Vessio:
A Deep Learning Approach to Clustering Visual Arts. Int. J. Comput. Vis. 130(11): 2590-2605 (2022) - [j49]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: 174-195 (2022) - [j48]Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Wil M. P. van der Aalst:
PROMISE: Coupling predictive process mining to process discovery. Inf. Sci. 606: 250-271 (2022) - [j47]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: 374-399 (2022) - [j46]Giovanna Castellano, Vincenzo Digeno, Giovanni Sansaro, Gennaro Vessio:
Leveraging Knowledge Graphs and Deep Learning for automatic art analysis. Knowl. Based Syst. 248: 108859 (2022) - [j45]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): 6519-6527 (2022) - [j44]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): 2382-2395 (2022) - [c98]Giovanna Castellano, Corrado Mencar, Gennaro Vessio:
Computer Vision Meets Drones: Our Research Experience. DP@AI*IA 2022: 48-54 - [c97]Giuseppe Placidi, Giovanna Castellano, Filippo Mignosi, Matteo Polsinelli, Gennaro Vessio:
Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging. CBMS 2022: 270-275 - [c96]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: 1-8 - [c95]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: 129-140 - [c94]Giovanna Castellano, Giuseppe Placidi, Matteo Polsinelli, Gianpiero Tulipani, Gennaro Vessio:
Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification. ICPR Workshops (1) 2022: 644-652 - [c93]Giovanna Castellano, Corrado Mencar, Gaetano Sette, Francesco Saverio Troccoli, Gennaro Vessio:
Crowd Flow Detection from Drones with Fully Convolutional Networks and Clustering. IJCNN 2022: 1-8 - [c92]Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Daniel F. Leite, Olgierd Hryniewicz:
Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. IS 2022: 1-8 - [c91]Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Explainable Fuzzy Models for Learning Analytics. ISDA (3) 2022: 394-403 - [c90]Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
A multi-view deep learning approach for predictive business processes monitoring. SERVICES 2022: 26 - [c89]Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A mobile app for contactless measurement of vital signs through remote Photoplethysmography. SMC 2022: 2675-2680 - [e2]Plamen Angelov, George A. Papadopoulos, Giovanna Castellano, José A. Iglesias, Gabriella Casalino, Edwin Lughofer, Daniel Leite:
IEEE International Conference on Evolving and Adaptive Intelligent System, EAIS 2022, Larnaca, Cyprus, May 25-26, 2022. IEEE 2022, ISBN 978-1-6654-3706-6 [contents] - 2021
- [j43]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): 97-111 (2021) - [j42]Fabio Bellavia, Giovanna Castellano, Gennaro Vessio:
Editorial for Special Issue "Fine Art Pattern Extraction and Recognition". J. Imaging 7(10): 195 (2021) - [j41]Giovanna Castellano, Eufemia Lella, Gennaro Vessio:
Visual link retrieval and knowledge discovery in painting datasets. Multim. Tools Appl. 80(5): 6599-6616 (2021) - [j40]Giovanna Castellano, Gennaro Vessio:
Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview. Neural Comput. Appl. 33(19): 12263-12282 (2021) - [c88]Giovanna Castellano, Gennaro Vessio:
Understanding Art with AI: Our Research Experience. DP@AI*IA 2021: 92-98 - [c87]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: 326-337 - [c86]Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Leveraging Multi-view Deep Learning for Next Activity Prediction. ITBPM@BPM 2021: 1-6 - [c85]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: 275-284 - [c84]Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo:
Automatic Emotion Recognition from Facial Expressions when Wearing a Mask. CHItaly 2021: 22:1-22:5 - [c83]Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio:
Integrating Contextual Knowledge to Visual Features for Fine Art Classification. DL4KG@ISWC 2021 - [c82]Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz:
Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. FUZZ-IEEE 2021: 1-6 - [c81]Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Olimpia Pino:
Detecting Emotions During Cognitive Stimulation Training with the Pepper Robot. HFR 2021: 61-75 - [c80]Vincenzo Pasquadibisceglie, Giovanna Castellano, Annalisa Appice, Donato Malerba:
FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation. ICPM 2021: 112-119 - [c79]Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Neuro-Fuzzy Systems for Learning Analytics. ISDA 2021: 1341-1350 - [c78]Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio:
Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. MDAI 2021: 231-242 - [c77]Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
On the use of FIS inside a Telehealth system for cardiovascular risk monitoring. MED 2021: 173-178 - [c76]Gabriella Casalino, Giovanna Castellano, Uzay Kaymak, Gianluca Zaza:
Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment. SSCI 2021: 1-8 - [c75]Giovanna Castellano, Andrea Esposito, Marco Mirizio, Graziano Montanaro, Gennaro Vessio:
Detection of Dementia Through 3D Convolutional Neural Networks Based on Amyloid PET. SSCI 2021: 1-6 - [c74]Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Using an adaptive neuro-fuzzy inference system for the classification of hypertension. WILF 2021 - [c73]Giovanna Castellano, Ciro Castiello, Andrea Montemurro, Gennaro Vessio, Gianluca Zaza:
Segmentation of remotely sensed images with a neuro-fuzzy inference system. WILF 2021 - [i6]Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio:
ArtGraph: Towards an Artistic Knowledge Graph. CoRR abs/2105.15028 (2021) - [i5]Giovanna Castellano, Gennaro Vessio:
A deep learning approach to clustering visual arts. CoRR abs/2106.06234 (2021) - [i4]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 abs/2107.08766 (2021) - 2020
- [j39]Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio:
Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks. IEEE Access 8: 64534-64544 (2020) - [j38]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: 184073-184086 (2020) - [c72]Paolo Buono, Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo:
Social Assistive Robots in Elderly Care: Exploring the role of Empathy. EMPATHY@AVI 2020: 12-19 - [c71]Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Gennaro Vessio:
Pepper4Museum: Towards a Human-like Museum Guide. AVI²CH@AVI 2020 - [c70]Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Predictive Process Mining Meets Computer Vision. BPM (Forum) 2020: 176-192 - [c69]Giovanna Castellano, Gennaro Vessio:
Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso's Artworks. DS 2020: 68-78 - [c68]Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer:
Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. DS 2020: 79-93 - [c67]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: 588-603 - [c66]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: 675-691 - [c65]Gabriella Casalino, Giovanna Castellano, Gennaro Vessio:
Exploiting Time in Adaptive Learning from Educational Data. HELMeTO 2020: 3-16 - [c64]Giovanna Castellano, Gennaro Vessio:
A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings. ICPR Workshops (3) 2020: 487-501 - [c63]Giovanna Castellano, Gennaro Vessio:
Deep Convolutional Embedding for Digitized Painting Clustering. ICPR 2020: 2708-2715 - [c62]Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio:
Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. IJCNN 2020: 1-8 - [c61]Giovanna Castellano, Gennaro Vessio:
Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets. IRCDL 2020: 105-110 - [c60]Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
A mHealth solution for contact-less self-monitoring of blood oxygen saturation. ISCC 2020: 1-7 - [c59]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: 733-738 - [c58]Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio:
Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks. SOFSEM 2020: 301-312 - [i3]Giovanna Castellano, Eufemia Lella, Gennaro Vessio:
Visual link retrieval and knowledge discovery in painting datasets. CoRR abs/2003.08476 (2020) - [i2]Giovanna Castellano, Gennaro Vessio:
Deep convolutional embedding for digitized painting clustering. CoRR abs/2003.08597 (2020)
2010 – 2019
- 2019
- [j37]Gabriella Casalino, Giovanna Castellano, Corrado Mencar:
Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering. Int. J. Artif. Intell. Tools 28(8): 1960009:1-1960009:26 (2019) - [j36]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): 9 (2019) - [j35]Fabio Calefato, Giovanna Castellano, Veronica Rossano:
RECODE: revision control for digital images. Multim. Tools Appl. 78(23): 33169-33188 (2019) - [j34]Fabio Calefato, Giovanna Castellano, Veronica Rossano:
Correction to: RECODE: revision control for digital images. Multim. Tools Appl. 78(23): 33189 (2019) - [c57]Gabriella Casalino, Giovanna Castellano, Corrado Mencar:
Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. EUSFLAT Conf. 2019 - [c56]Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Using Convolutional Neural Networks for Predictive Process Analytics. ICPM 2019: 129-136 - [c55]Gabriella Casalino, Giovanna Castellano, Corrado Mencar:
Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. IV (1) 2019: 382-387 - [c54]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: 177-188 - [c53]Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza:
Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. MobiHealth 2019: 43-59 - [c52]Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Veronica Rossano:
Learning waste Recycling by playing with a Social Robot. SMC 2019: 3805-3810 - 2018
- [j33]Laura Caponetti, Giovanna Castellano:
Special Issue on Fuzzy Logic for Image Processing. Inf. 9(1): 3 (2018) - [c51]Gabriella Casalino, Giovanna Castellano, Corrado Mencar:
Incremental adaptive semi-supervised fuzzy clustering for data stream classification. EAIS 2018: 1-7 - [c50]Fabio Calefato, Giovanna Castellano, Veronica Rossano:
A Revision Control System for Image Editing in Collaborative Multimedia Design. IV 2018: 512-517 - [c49]Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. WILF 2018: 97-108 - [c48]Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Enhancing the DISSFCM Algorithm for Data Stream Classification. WILF 2018: 109-122 - [i1]Fabio Calefato, Giovanna Castellano, Veronica Rossano:
A Revision Control System for Image Editing in Collaborative Multimedia Design. CoRR abs/1806.00263 (2018) - 2017
- [j32]Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza:
FISDeT: Fuzzy Inference System Development Tool. Int. J. Comput. Intell. Syst. 10(1): 13-22 (2017) - [j31]Laura Caponetti, Giovanna Castellano, Vito Corsini:
MR Brain Image Segmentation: A Framework to Compare Different Clustering Techniques. Inf. 8(4): 138 (2017) - [c47]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli:
The FISDeT software: Application to beer style classification. FUZZ-IEEE 2017: 1-6 - 2016
- [j30]Giovanna Castellano, Anna Maria Fanelli, Gianluca Sforza, Maria Alessandra Torsello:
Shape annotation for intelligent image retrieval. Appl. Intell. 44(1): 179-195 (2016) - [c46]Giovanna Castellano, Anna Maria Fanelli:
Classification of Data Streams by Incremental Semi-supervised Fuzzy Clustering. WILF 2016: 185-194 - 2015
- [j29]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Incremental indexing of objects in pictorial databases. J. Vis. Lang. Sentient Syst. 1 (2015) - [c45]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Incremental indexing of objects in pictorial databases. DMS 2015: 23-28 - 2014
- [j28]Laura Caponetti, Giovanna Castellano, Teresa Maria Altomare Basile, Vito Corsini:
Fuzzy mathematical morphology for biological image segmentation. Appl. Intell. 41(1): 117-127 (2014) - [j27]Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello:
A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning. Neurocomputing 135: 86-97 (2014) - [j26]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Shape annotation by semi-supervised fuzzy clustering. Inf. Sci. 289: 148-161 (2014) - [c44]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Incremental semi-supervised fuzzy clustering for shape annotation. CIMSIVP 2014: 190-194 - 2013
- [j25]Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello:
A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders. J. Ambient Intell. Humaniz. Comput. 4(4): 421-437 (2013) - [c43]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Shape Retrieval by Partially Supervised Fuzzy Clustering. EUSFLAT Conf. 2013 - [c42]Giovanna Castellano, Anna Maria Fanelli, F. Paparella, Maria Alessandra Torsello:
Fuzzy Shape Clustering for Image Retrieval. HICSS 2013: 1423-1428 - [c41]Danilo Dell'Agnello, Gustavo Carneiro, Tat-Jun Chin, Giovanna Castellano, Anna Maria Fanelli:
Fuzzy clustering based encoding for Visual Object Classification. IFSA/NAFIPS 2013: 1439-1444 - [c40]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Shape Annotation by Incremental Semi-supervised Fuzzy Clustering. WILF 2013: 193-200 - 2012
- [j24]Gianluca Sforza, Giovanna Castellano, Sai Krishna Arika, Robert W. LeAnder, Ronald Joe Stanley, William V. Stoecker, Jason R. Hagerty:
Using Adaptive Thresholding and Skewness Correction to Detect Gray Areas in Melanoma In Situ Images. IEEE Trans. Instrum. Meas. 61(7): 1839-1847 (2012) - 2011
- [j23]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
NEWER: A system for NEuro-fuzzy WEb Recommendation. Appl. Soft Comput. 11(1): 793-806 (2011) - [j22]Laura Caponetti, Cosimo Alessandro Buscicchio, Giovanna Castellano:
Biologically inspired emotion recognition from speech. EURASIP J. Adv. Signal Process. 2011: 24 (2011) - [c39]Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
A collaborative situation-aware scheme for mobile service recommendation. ISDA 2011: 130-135 - [c38]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Fuzzy Image Labeling by Partially Supervised Shape Clustering. KES (2) 2011: 84-93 - [c37]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
A Fuzzy Set Approach for Shape-Based Image Annotation. WILF 2011: 236-243 - [c36]Laura Caponetti, Giovanna Castellano, Vito Corsini, Teresa Maria Altomare Basile:
Cytoplasm Image Segmentation by Spatial Fuzzy Clustering. WILF 2011: 253-260 - 2010
- [j21]Giovanna Castellano, Ciro Castiello, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello:
Learning Fuzzy User Profiles for Resource Recommendation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18(4): 389-410 (2010) - [j20]Teresa Maria Altomare Basile, Laura Caponetti, Giovanna Castellano, Gianluca Sforza:
A Texture-Based Image Processing Approach for the Description of Human Oocyte Cytoplasm. IEEE Trans. Instrum. Meas. 59(10): 2591-2601 (2010) - [c35]Giovanna Castellano, Gianluca Sforza, Maria Alessandra Torsello:
Thinking of a System for Image Retrieval. IIR 2010: 77-81 - [c34]Giovanna Castellano, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello:
A competitive learning strategy for adapting fuzzy user profiles. ISDA 2010: 959-964
2000 – 2009
- 2009
- [j19]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
The NEWER system: how to exploit a Neuro-fuzzy strategy for Web recommendation. J. Digit. Inf. Manag. 7(1): 9-15 (2009) - [c33]Armando Buzzanca, Giovanna Castellano, Anna Maria Fanelli:
Musical Style Classification Using Low-Level Features. AMT 2009: 288-298 - [c32]Corrado Mencar, Maria Alessandra Torsello, Danilo Dell'Agnello, Giovanna Castellano, Ciro Castiello:
Modeling User Preferences through Adaptive Fuzzy Profiles. ISDA 2009: 1031-1036 - [c31]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
A System for Deriving a Neuro-Fuzzy Recommendation Model. WILF 2009: 279-286 - [p3]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello, Lakhmi C. Jain:
Innovations in Web Personalization. Web Personalization in Intelligent Environments 2009: 1-26 - [p2]Giovanna Castellano, Maria Alessandra Torsello:
How to Derive Fuzzy User Categories for Web Personalization. Web Personalization in Intelligent Environments 2009: 65-79 - [e1]Giovanna Castellano, Lakhmi C. Jain, Anna Maria Fanelli:
Web Personalization in Intelligent Environments. Studies in Computational Intelligence 229, 2009, ISBN 978-3-642-02793-2 [contents] - 2008
- [j18]Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli:
Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning. Inf. Sci. 178(16): 3253-3274 (2008) - [j17]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Computational Intelligence techniques for Web personalization. Web Intell. Agent Syst. 6(3): 253-272 (2008) - [c30]Giovanna Castellano, Anna Maria Fanelli, Paola Plantamura, Maria Alessandra Torsello:
A Neuro-Fuzzy Strategy for Web Personalization. AAAI 2008: 1784-1785 - [c29]Giovanna Castellano, Anna Maria Fanelli, Enrica Gentile, Paola Plantamura, Vito Leonardo Plantamura:
Suggestion of interesting Web pages by a Neuro-fuzzy system. Enterprise Information Systems and Web Technologies 2008: 127-133 - [c28]Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello:
Recommendation Rule Extraction by a Neuro-Fuzzy Approach. HIS 2008: 758-763 - [c27]Giovanna Castellano, Maria Alessandra Torsello:
Categorization of Web Users by Fuzzy Clustering. KES (2) 2008: 222-229 - 2007
- [j16]Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
On the Role of Interpretability in Fuzzy Data Mining. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 15(5): 521-537 (2007) - [j15]Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Distinguishability quantification of fuzzy sets. Inf. Sci. 177(1): 130-149 (2007) - [c26]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello:
Similarity-Based Fuzzy Clustering for User Profiling. Web Intelligence/IAT Workshops 2007: 75-78 - [c25]Giovanna Castellano, Fabrizio Mesto, Michele Minunno, Maria Alessandra Torsello:
Web User Profiling Using Fuzzy Clustering. WILF 2007: 94-101 - [c24]Corrado Mencar, Arianna Consiglio, Giovanna Castellano, Anna Maria Fanelli:
Improving the Classification Ability of DC* Algorithm. WILF 2007: 145-151 - [p1]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Lakhmi C. Jain:
Evolutionary Neuro-Fuzzy Systems and Applications. Advances in Evolutionary Computing for System Design 2007: 11-45 - 2006
- [j14]Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Interface optimality in fuzzy inference systems. Int. J. Approx. Reason. 41(2): 128-145 (2006) - [c23]Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Balancing Interpretability and Accuracy by Multi-Level Fuzzy Information Granulation. FUZZ-IEEE 2006: 2157-2163 - [c22]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli:
VIRMA: Visual Image Retrieval by Shape MAtching. ISMIS 2006: 208-217 - 2005
- [j13]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
Knowledge discovery by a neuro-fuzzy modeling framework. Fuzzy Sets Syst. 149(1): 187-207 (2005) - [j12]Anna Maria Fanelli, Laura Caponetti, Giovanna Castellano, Cosimo Alessandro Buscicchio:
A hierarchical modular architecture for musical instrument classification. Int. J. Knowl. Based Intell. Eng. Syst. 9(3): 173-182 (2005) - [j11]Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Deriving prediction intervals for neuro-fuzzy networks. Math. Comput. Model. 42(7-8): 719-726 (2005) - [c21]Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli:
Some Fundamental Interpretability Issues in Fuzzy Modeling. EUSFLAT Conf. 2005: 100-105 - [c20]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
DCf: a double clustering framework for fuzzy information granulation. GrC 2005: 397-400 - [c19]Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli:
Meta-data: Characterization of Input Features for Meta-learning. MDAI 2005: 457-468 - [c18]Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli:
Exploring the Way for Meta-learning with the Mindful System. WILF 2005: 404-409 - 2004
- [j10]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
A neuro-fuzzy methodology for predicting industrial discarded material properties. Intelligenza Artificiale 1(3): 27-33 (2004) - [j9]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
An empirical risk functional to improve learning in a neuro-fuzzy classifier. IEEE Trans. Syst. Man Cybern. Part B 34(1): 725-731 (2004) - 2003
- [j8]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Fuzzy Information Granules: a Compact, Transparent and Efficient Representation. J. Adv. Comput. Intell. Intell. Informatics 7(2): 160-168 (2003) - [j7]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Michele Giovannini:
A neuro-framework for predicting ash properties in combustion processes. Neural Parallel Sci. Comput. 11(1 & 2): 69-82 (2003) - [c17]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, C. Leone:
Diagnosis of dermatological diseases by a neuro-fuzzy system. EUSFLAT Conf. 2003: 747-750 - [c16]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Design of Transparent Mamdani Fuzzy Inference Systems. HIS 2003: 468-477 - [c15]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar:
Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework. KES 2003: 1242-1248 - [c14]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
A fuzzy clustering approach for mining diagnostic rules. SMC 2003: 2007-2012 - [c13]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
Bi-monotonic Fuzzy Sets Lead to Optimal Fuzzy Interfaces. WILF 2003: 39-45 - 2002
- [j6]Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar:
A neuro-fuzzy network to generate human-understandable knowledge from data. Cogn. Syst. Res. 3(2): 125-144 (2002) - [c12]Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli:
KERNEL: A Matlab Toolbox for Knowledge Extraction and Refinement by NEural Learning. International Conference on Computational Science (1) 2002: 970-979 - 2001
- [c11]Giovanna Castellano, Anna Maria Fanelli:
A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data. AI*IA 2001: 40-50 - 2000
- [j5]Giovanna Castellano, Anna Maria Fanelli:
Variable selection using neural-network models. Neurocomputing 31(1-4): 1-13 (2000) - [c10]Giovanna Castellano, Anna Maria Fanelli:
A staged approach for generation and compression of fuzzy classification rules. FUZZ-IEEE 2000: 42-47 - [c9]Giovanna Castellano, Anna Maria Fanelli:
A Self-Organizing Neural Fuzzy Inference Network. IJCNN (5) 2000: 14-19 - [c8]Anna Maria Fanelli, Giovanna Castellano, Cosimo Alessandro Buscicchio:
A Modular Neuro-Fuzzy Network for Musical Instruments Classification. Multiple Classifier Systems 2000: 372-382
1990 – 1999
- 1999
- [c7]Giovanna Castellano, Anna Maria Fanelli:
Modeling Fuzzy Controllers using a Neuro-Genetic Hybrid Approach. IIA/SOCO 1999 - [c6]Giovanna Castellano, Anna Maria Fanelli:
Feature selection: a neural approach. IJCNN 1999: 3156-3160 - 1998
- [c5]G. Mondelli, Giovanna Castellano, Giovanni Attolico, Cosimo Distante:
Parallel Genetic Evolution of Membership Functions and Rules for a Fuzzy Controller. HPCN Europe 1998: 922-924 - 1997
- [j4]Giovanna Castellano, Giovanni Attolico, Arcangelo Distante:
Automatic generation of fuzzy rules for reactive robot controllers. Robotics Auton. Syst. 22(2): 133-149 (1997) - [j3]Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo:
An iterative pruning algorithm for feedforward neural networks. IEEE Trans. Neural Networks 8(3): 519-531 (1997) - [c4]Giovanna Castellano, Anna Maria Fanelli:
A neuro-fuzzy model reduction strategy. ICNN 1997: 528-532 - 1996
- [j2]Giovanna Castellano, Anna Maria Fanelli:
Simplifying a Neuro-Fuzzy Model. Neural Process. Lett. 4(2): 75-81 (1996) - [c3]Giovanna Castellano, Anna Maria Fanelli:
Pruning in Fuzzy-Neural Systems. ESM 1996: 673-680 - [c2]Giovanna Castellano, Giovanni Attolico, Ettore Stella, Arcangelo Distante:
Automatic generation of rules for a fuzzy robotic controller. IROS 1996: 1179-1186 - [c1]Giovanna Castellano, Ettore Stella, Giovanni Attolico, Arcangelo Distante:
Optimizing a fuzzy logic controller for reactive navigation. Mobile Robots / Automated Vehicle Control Systems 1996: 106-117 - 1995
- [j1]Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo:
Iterative pruning in second-order recurrent neural networks. Neural Process. Lett. 2(6): 5-8 (1995)
Coauthor Index
Berardina De Carolis
aka: Berardina Nadja De Carolis
aka: Berardina Nadja De Carolis
[c48] [c47] [j30] [c46] [j29] [c45] [j27] [j26] [c44] [j25] [c43] [c42] [c41] [c40] [j23] [c39] [c38] [c37] [j21] [c34] [j19] [c33] [c31] [p3] [e1] [j18] [j17] [c30] [c29] [c28] [j16] [j15] [c26] [c24] [p1] [j14] [c23] [c22] [j13] [j12] [j11] [c21] [c20] [c19] [c18] [j10] [j9] [j8] [j7] [c17] [c16] [c15] [c14] [c13] [j6] [c12] [c11] [j5] [c10] [c9] [c8] [c7] [c6] [j3] [c4] [j2] [c3] [j1]
[c112] [c111] [i10] [i9] [i8] [j57] [j56] [j54] [c108] [c107] [c106] [c105] [c103] [c101] [c99] [i7] [j50] [j47] [j46] [c98] [c97] [c95] [c94] [c93] [j42] [j41] [j40] [c88] [c87] [c85] [c83] [c78] [c75] [c73] [i6] [i5] [i4] [j39] [c71] [c69] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c59] [c58] [i3] [i2]
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