Elena Marchiori - Publications, H-index & Citations

Elena Marchiori

Federation University Australia

41H指数

263论文数

6.6K被引数

收录论文 27

发表时间

Compressing spectral kernels in Gaussian Process: Enhanced generalization and interpretability

PATTERN RECOGNITION

IF7.6

2024-11-01

PREAI

Chen, Kai; van Laarhoven, Twan; Marchiori, Elena

A 3D multi-scale CycleGAN framework for generating synthetic PETs from MRIs for Alzheimer 's disease diagnosis

IMAGE AND VISION COMPUTING

IF4.2

2024-06-01

PREAI

Khojaste-Sarakhsi, M.; Haghighi, Seyedhamidreza Shahabi; Ghomi, S. M. T. Fatemi; Marchiori, Elena

Barely visible impact damage detection in composite structures using deep learning networks with varying complexities

COMPOSITES PART B-ENGINEERING

IF14.2

2023-09-01

OAAI

Tabatabaeian, Ali; Jerkovic, Bruno; Harrison, Philip; Marchiori, Elena; Fotouhi, Mohammad

Deep learning for Alzheimer's disease diagnosis: A survey 阿尔茨海默病诊断的深度学习: 一项调查

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2022-08-01

PREAI

Khojaste-Sarakhsi, M.; Haghighi, Seyedhamidreza Shahabi; Ghomi, S. M. T. Fatemi; Marchiori, Elena

Gaussian processes with skewed Laplace spectral mixture kernels for long-term forecasting

MACHINE LEARNING

IF2.9

2021-07-12

OAAI

Chen, Kai; van Laarhoven, Twan; Marchiori, Elena

Evaluating diagnostic content of AI-generated radiology reports of chest X-rays 评估AI生成的胸部x线放射学报告的诊断内容

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2021-06-01

OAAI

Babar, Zaheer; van Laarhoven, Twan; Zanzotto, Fabio Massimo; Marchiori, Elena

Generalized Convolution Spectral Mixture for Multitask Gaussian Processes

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-12-01

OAAI

Chen, Kai; van Laarhoven, Twan; Groot, Perry; Chen, Jinsong; Marchiori, Elena

Multioutput Convolution Spectral Mixture for Gaussian Processes

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-01-01

OAAI

Chen, Kai; van Laarhoven, Twan; Groot, Perry; Chen, Jinsong; Marchiori, Elena

Understanding the web maturity of Polish DMOs

JOURNAL OF DESTINATION MARKETING & MANAGEMENT

IF7.4

2019-03-01

PREAI

Stoklosa, Lukasz; Marchiori, Elena; Cantoni, Lorenzo

Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders

SENSORS

IF3.5

2018-10-19

OAAI

Rad, Nastaran Mohammadian; van Laarhoven, Twan; Furlanello, Cesare; Marchiori, Elena

Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders 在自闭症谱系障碍中使用可穿戴传感器进行自动定型运动运动检测的深度学习

SIGNAL PROCESSING

IF3.6

2018-03-01

OAAI

Rad, Nastaran Mohammadian; Kia, Seyed Mostafa; Zarbo, Calogero; van Laarhoven, Twan; Jurman, Giuseppe; Venuti, Paola; Marchiori, Elena; Furlanello, Cesare

Analysis of users' heart rate data and self-reported perceptions to understand effective virtual reality characteristics

INFORMATION TECHNOLOGY & TOURISM

IF7

2018-01-25

PREAI

Marchiori, Elena; Niforatos, Evangelos; Preto, Luca

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

SCIENTIFIC REPORTS

IF3.9

2017-07-11

183

OAAI

Ghafoorian, Mohsen; Karssemeijer, Nico; Heskes, Tom; van Uden, Inge W. M.; Sanchez, Clara I.; Litjens, Geert; de Leeuw, Frank-Erik; van Ginneken, Bram; Marchiori, Elena; Platel, Bram

Convolutional neural networks for vibrational spectroscopic data analysis 用于振动光谱数据分析的卷积神经网络

ANALYTICA CHIMICA ACTA

IF6

2017-02-01

332

OAAI

Acquarelli, Jacopo; van Laarhoven, Twan; Gerretzen, Jan; Tran, Thanh N.; Buydens, Lutgarde M. C.; Marchiori, Elena

A comparison of pre-visit beliefs and projected visual images of destinations

tourism management

IF6.9

2017-01-01

PREAI