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G
Giovanna Castellano
university of bari aldo moro
31
H指数
295
论文数
3.5K
被引数
0
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31
发表时间
发表时间
IF
被引数
Take a peek: Efficient encoder adaptation for few-shot semantic segmentation via LoRA
快速一瞥:基于LoRA的少样本语义分割高效编码器适配
Pattern Recognition Letters
IF
3.3
2026-06-05
0
OA
AI
Pasquale De Marinis; Gennaro Vessio; Giovanna Castellano
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Handscribe: A gloss-free framework for sign language translation and gloss sequence generation
Handscribe: 一种无词汇表框架,用于手语翻译和词汇序列生成
Computer Vision and Image Understanding
IF
3.5
2026-02-18
0
OA
AI
Emanuele Colonna; Ivan Rinaldi; David Landi; Gennaro Vessio; Giovanna Castellano
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Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments
面向虚拟环境中以人为本的可解释学习分析的人体模糊分类演化
Evolving Systems
IF
2.7
2025-10-10
0
OA
AI
Gabriella Casalino ; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Daniele Schicchi; Davide Taibi; Gianluca Zaza
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Estimating blood pressure using video-based PPG and deep learning
基于视频PPG和深度学习的血压估计
Image and Vision Computing
IF
4.2
2025-08-25
0
PRE
AI
Gianluca Zaza; Gabriella Casalino; Sergio Caputo; Giovanna Castellano
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Integrating robotic kinematics and dynamics with online handwriting features for dysgraphia classification
将机器人运动学和动力学与在线手写特征相结合用于书写障碍分类
Biomedical Signal Processing and Control
IF
4.9
2025-08-19
0
PRE
AI
Francesco Brescia; Belén Esther Alemán Santana; Moises Diaz; Gennaro Vessio; Miguel Angel Ferrer; Giovanna Castellano
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From segmentation to explanation: Generating textual reports from MRI with LLMs
从分割到解释:使用LLMs从MRI生成文本报告
Computer Methods and Programs in Biomedicine
IF
4.8
2025-07-01
0
PRE
AI
Alberto G. Valerio; Katya Trufanova; Salvatore de Benedictis; Gennaro Vessio; Giovanna Castellano
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Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis
FUZZY SETS AND SYSTEMS
IF
2.7
2025-01-01
1
OA
AI
Leite, Daniel; Casalino, Gabriella; Kaczmarek-Majer, Katarzyna; Castellano, Giovanna
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Neural network modelling of kinematic and dynamic features for signature verification
PATTERN RECOGNITION LETTERS
IF
3.3
2025-01-01
1
OA
AI
Diaz, Moises; Ferrer, Miguel A.; Quintana, Jose Juan; Wolniakowski, Adam; Trochimczuk, Roman; Miatliuk, Kanstantsin; Castellano, Giovanna; Vessio, Gennaro
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PROPHET: Explainable Predictive Process Monitoring With Heterogeneous Graph Neural Networks
IEEE TRANSACTIONS ON SERVICES COMPUTING
IF
5.8
2024-11-01
1
OA
AI
Pasquadibisceglie, Vincenzo; Scaringi, Raffaele; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato
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JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Prediction
IEEE TRANSACTIONS ON SERVICES COMPUTING
IF
5.8
2024-07-01
6
OA
AI
Pasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato
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Automated detection of Alzheimer's disease: a multi-modal approach with 3D MRI and amyloid PET
阿尔茨海默病的自动检测: 3D MRI和淀粉样蛋白PET的多模式方法
SCIENTIFIC REPORTS
IF
3.9
2024-03-03
6
OA
AI
Castellano, Giovanna; Esposito, Andrea; Lella, Eufemia; Montanaro, Graziano; Vessio, Gennaro
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Weed mapping in multispectral drone imagery using lightweight vision transformers
使用轻量级视觉变压器在多光谱无人机图像中进行杂草映射
NEUROCOMPUTING
IF
6.5
2023-12-01
10
OA
AI
Castellano, Giovanna; De Marinis, Pasquale; Vessio, Gennaro
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STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams
IEEE TRANSACTIONS ON SERVICES COMPUTING
IF
5.8
2023-07-01
3
PRE
AI
Pasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Fiorentino, Nicola; Malerba, Donato
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Automatic facial emotion recognition at the COVID-19 pandemic time
新型冠状病毒肺炎大流行时的自动面部情感识别
MULTIMEDIA TOOLS AND APPLICATIONS
IF
3
2022-10-22
12
OA
AI
Castellano, Giovanna; De Carolis, Berardina; Macchiarulo, Nicola
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A Deep Learning Approach to Clustering Visual Arts
INTERNATIONAL JOURNAL OF COMPUTER VISION
IF
9.3
2022-08-16
5
OA
AI
Castellano, Giovanna; Vessio, Gennaro
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A Multi-View Deep Learning Approach for Predictive Business Process Monitoring
IEEE TRANSACTIONS ON SERVICES COMPUTING
IF
5.8
2022-07-01
38
PRE
AI
Pasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato
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Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference
由强模糊划分和赢家通吃推理定义的基于模糊规则的分类器中模糊性的影响
SOFT COMPUTING
IF
2.5
2022-05-06
2
OA
AI
Casalino, Gabriella; Castellano, Giovanna; Castiello, Ciro; Mencar, Corrado
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PeppeRecycle: Improving Children's Attitude Toward Recycling by Playing with a Social Robot
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS
IF
3.7
2021-02-18
38
OA
AI
Castellano, Giovanna; De Carolis, Berardina; D'Errico, Francesca; Macchiarulo, Nicola; Rossano, Veronica
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ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs
IEEE ACCESS
IF
3.6
2020-01-01
20
OA
AI
Pasquadibisceglie, Vincenzo; Appice, Annalisa; Castellano, Giovanna; Malerba, Donato; Modugno, Giuseppe
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Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks
使用空间图和全卷积神经网络在航空图像中进行人群检测
IEEE ACCESS
IF
3.6
2020-01-01
34
OA
AI
Castellano, Giovanna; Castiello, Ciro; Mencar, Corrado; Vessio, Gennaro
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研究方向
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合作学者
合作期刊
W
William V. Stoecker
H 指数: 43 · 论文数: 181
F
Francesco Marcelloni
H 指数: 42 · 论文数: 308
M
Miguel A. Ferrer
H 指数: 40 · 论文数: 396
D
Donato Malerba
H 指数: 40 · 论文数: 425
S
Sergio Lo Caputo
H 指数: 35 · 论文数: 315
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