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University of Oxford: Oxford, Oxfordshire, GB

(Dept. of Engineering Science; Oxford-Man Institute of Quantitative Financ)
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ORCID Integration at the University of Oxford

Works (10)

Extracting Alpha from Financial Analyst Networks

2024-11-14 | Conference paper
DOI: 10.1145/3677052.3698630
Contributors: Dragos Gorduza; Yaxuan Kong; Xiaowen Dong; Stefan Zohren
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Crossref

Gaussian Processes on Graphs Via Spectral Kernel Learning

IEEE Transactions on Signal and Information Processing over Networks
2023 | Journal article
DOI: 10.1109/TSIPN.2023.3265160
Contributors: Yin-Cong Zhi; Yin Cheng Ng; Xiaowen Dong
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Crossref

Kernel-Based Graph Learning From Smooth Signals: A Functional Viewpoint

IEEE Transactions on Signal and Information Processing over Networks
2021 | Journal article
DOI: 10.1109/TSIPN.2021.3059995
Contributors: Xingyue Pu; Siu Lun Chau; Xiaowen Dong; Dino Sejdinovic
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Crossref

Segregated interactions in urban and online space

EPJ Data Science
2020-12 | Journal article
DOI: 10.1140/epjds/s13688-020-00238-7
Contributors: Xiaowen Dong; Alfredo J. Morales; Eaman Jahani; Esteban Moro; Bruno Lepri; Burcin Bozkaya; Carlos Sarraute; Yaneer Bar-Yam; Alex Pentland
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Crossref

Graph Signal Processing for Machine Learning: A Review and New Perspectives

IEEE Signal Processing Magazine
2020-11 | Journal article
DOI: 10.1109/MSP.2020.3014591
Contributors: Xiaowen Dong; Dorina Thanou; Laura Toni; Michael Bronstein; Pascal Frossard
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Crossref

Segregation and polarization in urban areas

Royal Society Open Science
2019-10-31 | Journal article
DOI: 10.1098/rsos.190573
Contributors: Alfredo J. Morales; Xiaowen Dong; Yaneer Bar-Yam; Alex ‘Sandy’ Pentland
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Crossref

Learning Graphs From Data: A Signal Representation Perspective

IEEE Signal Processing Magazine
2019-05 | Journal article
DOI: 10.1109/MSP.2018.2887284
Contributors: Xiaowen Dong; Dorina Thanou; Michael Rabbat; Pascal Frossard
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Crossref

Methods for quantifying effects of social unrest using credit card transaction data

EPJ Data Science
2018-12 | Journal article
DOI: 10.1140/epjds/s13688-018-0136-x
Contributors: Xiaowen Dong; Joachim Meyer; Erez Shmueli; Burçin Bozkaya; Alex Pentland
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Crossref

Social Bridges in Urban Purchase Behavior

ACM Transactions on Intelligent Systems and Technology
2018-05-31 | Journal article
DOI: 10.1145/3149409
Contributors: Xiaowen Dong; Yoshihiko Suhara; Burçin Bozkaya; Vivek K. Singh; Bruno Lepri; Alex ‘Sandy’ Pentland
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Crossref

Learning Laplacian Matrix in Smooth Graph Signal Representations

IEEE Transactions on Signal Processing
2016 | Journal article
DOI: 10.1109/TSP.2016.2602809
Contributors: Xiaowen Dong; Dorina Thanou; Pascal Frossard; Pierre Vandergheynst
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