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个人简介
I am working as a research staff at IBM Research Lab, Dublin Ireland. My work at IBM focuses on proposing novel and scalable data mining and machine learning solutions for data collected from cities to improve city life. Some example projects I have been working on so far are modelling traffic congestion and its propagation with data collected from sensor networks (city of Dublin and London), prediction of bus arrival time from GPS traces (city of Dublin), prediction of train delay from reported messages at stations (Germany) and event detection from sensor networks (city of Dublin and London), demand forecast from mobile usage data (Vodacom South Africa).
Besides application projects, my research interests include mining fast data such as data streams and studying the algorithmic aspects of real-time data mining problems. Recent research interest includes deep learning and data representation learning.
I am fluent in Java, Python, R, C++ and Scala, convenient with machine learning libraries like ScikitLearn, Spark's mllib, Weka. Familiar with big data platforms like Hadoop, MapReduce and Spark.
研究兴趣
论文共 49 篇作者统计合作学者相似作者
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Raul Fernandez-Diaz, Rodrigo Cossio-Pérez,Clement Agoni,Hoang Thanh Lam,Vanessa Lopez,Denis C. Shields
biorxiv(2024)
Hoang Thanh Lam,Marco Luca Sbodio, Marcos Martínez Gallindo,Mykhaylo Zayats, Raúl Fernández-Díaz,Víctor Valls,Gabriele Picco,Cesar Berrospi Ramis,Vanessa López
CoRR (2023)
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Hoang Thanh Lam,Marco Luca Sbodio, Marcos Martínez Gallindo,Mykhaylo Zayats, Raúl Fernández-Díaz,Víctor Valls,Gabriele Picco,Cesar Berrospi Ramis,Vanessa López
arXiv (Cornell University) (2023)
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Gabriele Picco, Marcos Martinez Galindo, Alberto Purpura, Leopold Fuchs,Vanessa Lopez,Thanh Lam Hoang
23RD IEEE INTERNATIONAL CONFERENCE ON DATA MINING, ICDM 2023pp.1271-1276, (2023)
Vanessa Lopez,Gabriele Picco,Inge Vejsbjerg,Thanh Lam Hoang,Yufang Hou,Marco Luca Sbodio,John Segrave-Daly,Denisa Moga, Sean Swords,Miao Wei, Eoin Carroll
arxiv(2022)
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