As one of the 5G applications, rich communication suite (RCS), known as next generation Short Message Service (SMS), contains multimedia and interactive information for a better user experience. Meanwhile, RCS industry worries that spammers may migrate their spamming misdeeds to messages, complexity which challenges filtering technology because each them hundreds fields with various types data,...

This paper aims to automatically design optimal LSTM topologies using the clonal selection algorithm (CSA) solve text classification tasks such as sentiment analysis and SMS spam classification. Designing involves determining best configuration of hyperparameters that will give performance. The current state-of-the-art are often designed trial error approaches which incredibly time-consuming re...

Abstract The feature selection problem is a significant challenge in pattern recognition, especially for classification tasks. quality of the selected features plays critical role building effective models, and poor-quality data can make this process more difficult. This work explores use association analysis mining to select meaningful features, addressing issue duplicated information features...

there are strong relationship and common neural mechanism between working memory, short term storage, executive attention and fluid intelligence.  therefore we can consider these constructs as integrated construct as fluid cognition. to verify this claim, we implemented forward and backward digit and letter spam, visual memory spam. counting spam, stroop, wisconsin card, keep track and cattle i...

1 Head and Associate Professor, Dept. of Computer Science, Vellalar College for Women, Erode, Tamilnadu, India 2 Research Scholar, Department of Computer Science, Vellalar College for Women, Erode, Tamilnadu, India ---------------------------------------------------------------------***--------------------------------------------------------------------Abstract Recent development in social medi...

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A side effect to our increasingly information-driven economy and lifestyle is the annoyance and headaches of information overload. Everywhere we go, we are bombarded by email, spam, online advertisements, beepers beeping, cell phones ringing, and incoming SMS messages. The wealth of information available at our fingertips online is both a blessing and a curse in disguise. This paper presents th...

The most costly and annoying characteristic of the e-mail communication system is the large number of unsolicited commercial e-mails, known as spams, that are continuously received. Via the investigation of the statistical properties of the spam delivering intertimes, we show that spams delivered to a given recipient are time correlated: if the intertime between two consecutive spams is small (...