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11/05/2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics
Slow emerging topic detection is a task between event detection, where w...
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05/28/2021
Simultaneous predictive bands for functional time series using minimum entropy sets
Functional Time Series are sequences of dependent random elements taking...
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02/18/2021
Transfer Learning for Linear Regression: a Statistical Test of Gain
Transfer learning, also referred as knowledge transfer, aims at reusing ...
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10/25/2019
Textual Data for Time Series Forecasting
While ubiquitous, textual sources of information such as company reports...
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09/11/2019
How to detect novelty in textual data streams? A comparative study of existing methods
Since datasets with annotation for novelty at the document and/or word l...
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08/10/2018