In: Soft Computing, 2015, vol. 19, no. 9, p. 2435-2445
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In: Knowledge and Information Systems, 2020, vol. 62, p. 2257-2280
Missing values are very common in real-world data including time-series data. Failures in power, communication or storage can leave occasional blocks of data missing in multiple series, affecting not only real-time monitoring but also compromising the quality of data analysis. Traditional recovery (imputation) techniques often leverage the correlation across time series to recover missing...
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Thèse de doctorat : Università della Svizzera italiana, 2018 ; 2018INFO016.
The increasing popularity of social media has changed the web from a static repository of information into a dynamic forum with continuously changing information. Social media platforms has given the capability to people expressing and sharing their thoughts and opinions on the web in a very simple way. The so-called User Generated Content is a good source of users opinion and mining it can be...
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In: Annals of the Institute of Statistical Mathematics, 2010, vol. 62, no. 2, p. 363-381
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In: Biometrika, 1975, vol. 62, no. 3, p. 563-570
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