Representation and analysis of spatiotemporal encounters published in online social networks
Moreno, Bruno N., Times, Valéria C., Matwin, Stan
Published in Social network analysis and mining (01.12.2021)
Published in Social network analysis and mining (01.12.2021)
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Journal Article
Improving the Interpretability of Deep Neural Networks with Knowledge Distillation
Liu, Xuan, Wang, Xiaoguang, Matwin, Stan
Published in 2018 IEEE International Conference on Data Mining Workshops (ICDMW) (01.11.2018)
Published in 2018 IEEE International Conference on Data Mining Workshops (ICDMW) (01.11.2018)
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Conference Proceeding
GRASP-UTS: an algorithm for unsupervised trajectory segmentation
Soares Júnior, Amílcar, Moreno, Bruno Neiva, Times, Valéria Cesário, Matwin, Stan, Cabral, Lucídio dos Anjos Formiga
Published in International journal of geographical information science : IJGIS (02.01.2015)
Published in International journal of geographical information science : IJGIS (02.01.2015)
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Journal Article
Meta-MapReduce for scalable data mining
Liu, Xuan, Wang, Xiaoguang, Matwin, Stan, Japkowicz, Nathalie
Published in Journal of big data (19.07.2015)
Published in Journal of big data (19.07.2015)
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Journal Article
Ensembles of label noise filters: a ranking approach
Garcia, Luís P. F., Lorena, Ana C., Matwin, Stan, de Carvalho, André C. P. L. F.
Published in Data mining and knowledge discovery (01.09.2016)
Published in Data mining and knowledge discovery (01.09.2016)
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Journal Article
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection
Nguyen, Duong, Kirsebom, Oliver S., Frazao, Fabio, Fablet, Ronan, Matwin, Stan
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
A Semi-Supervised Approach for the Semantic Segmentation of Trajectories
Soares Junior, Amilcar, Cesario Times, Valeria, Renso, Chiara, Matwin, Stan, Cabral, Lucidio A.F.
Published in 2018 19th IEEE International Conference on Mobile Data Management (MDM) (01.06.2018)
Published in 2018 19th IEEE International Conference on Mobile Data Management (MDM) (01.06.2018)
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Conference Proceeding
Exploiting the systematic review protocol for classification of medical abstracts
Frunza, Oana, Inkpen, Diana, Matwin, Stan, Klement, William, O’Blenis, Peter
Published in Artificial intelligence in medicine (01.01.2011)
Published in Artificial intelligence in medicine (01.01.2011)
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Journal Article