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Short Messages Spam Filtering Using Sentiment Analysis 

Ezpeleta Gallastegi, Enaitz; Zurutuza Ortega, Urko (Springer International Publishing, 2016)
In the same way that short instant messages are more and more used, spam and non-legitimate campaigns through this type of communication systems are growing up. Those campaigns, besides being an illegal online activity, ...
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A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection 

Ezpeleta Gallastegi, Enaitz; Iturbe Urretxa, Mikel; Garitano Garitano, Iñaki; Velez de Mendizabal Gonzalez, Iñaki; Zurutuza Ortega, Urko (Springer, 2018)
In the same manner that Online Social Networks (OSN) usage increases, non-legitimate campaigns over these types of web services are growing. This is the reason why signi cant number of users are affected by social spam ...
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SDRS: A new lossless dimensionality reduction for text corpora 

Velez de Mendizabal Gonzalez, Iñaki; Ezpeleta Gallastegi, Enaitz; Zurutuza Ortega, Urko (Elsevier Ltd., 2020)
In recent years, most content-based spam filters have been implemented using Machine Learning (ML) approaches by means of token-based representations of textual contents. After introducing multiple performance enhancements, ...
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A study of the personalization of spam content using Facebook public information 

Ezpeleta Gallastegi, Enaitz; Zurutuza Ortega, Urko (Oxford University Press, 2017)
Millions of users per day are affected by unsolicited email campaigns. Spam filters are capable of detecting and avoiding an increasing number of messages, but researchers have quantified a response rate of a 0.006% [1], ...
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Short Messages Spam Filtering Combining Personality Recognition and Sentiment Analysis 

Ezpeleta Gallastegi, Enaitz; Garitano Garitano, Iñaki; Zurutuza Ortega, Urko (World Scientific Publishing, 2017)
Currently, short communication channels are growing up due to the huge increase in the number of smartphones and online social networks users. This growth attracts malicious campaigns, such as spam campaigns, that are a ...

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Ezpeleta Gallastegi, Enaitz (5)
Zurutuza Ortega, Urko (5)
Garitano Garitano, Iñaki (2)Velez de Mendizabal Gonzalez, Iñaki (2)Iturbe Urretxa, Mikel (1)Subjectspam (4)security (3)online social networks (2)polarity (2)sentiment analysis (2)SMS (2)Facebook (1)mood analysis (1)Multi-objective evolutionary algorithms (1)personalized spam (1)... View MoreDate Issued2017 (2)2016 (1)2018 (1)2020 (1)Has File(s)Yes (5)

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Harvested by:

OpenAIREBASE

Validated by:

OpenAIRERebiun
MONDRAGON UNIBERTSITATEA | Library
Contact Us | Send Feedback
DSpace