Novel spam with rapidly evolving content faces a scarcity of labeled data in its early stages. Yet, current detection models rely heavily on large datasets and high ...

Abstract: In the era of digital transformation, the volume of textual data generated globally has escalated dramatically. This research focuses on the application of Natural Language Processing (NLP), ...

This project implements a context-aware spam detection system using Python. Unlike naive filters, it does not assume unknown senders are scammers. Decisions are made using behavior-based scoring and ...

Earnings announcements are one of the few scheduled events that consistently move markets. Prices react not just to the reported numbers, but to how those numbers compare with expectations. A small ...

Spam filtering is one of the classic machine learning problems that still rewards good engineering: clean data, thoughtful features, strong baselines, reproducible experiments, and honest evaluation.

Abstract: The growing use of mobile communication has given rise to the issue of spam SMS messages, which consistently threaten user security with potentially harmful content. This research presents a ...

Sarcasm is a form of irony that expresses negative opinions. Sarcasm poses a linguistic problem owing to its symbolic nature, where deliberate meaning challenges correct understanding. Sarcasm is more ...

An intelligent spam detection system that classifies SMS/email messages with 98.48% accuracy using machine learning. This project compares multiple algorithms and provides comprehensive performance ...

Spam is annoying and can sometimes be dangerous if it's part of a widespread phishing attack. When you see spam, you delete it, at least that's what conventional wisdom suggests. However, it now seems ...

Face detection is one of the most common computer vision tasks, and a great starting point for anyone getting into AI and image processing. In this post, I'll walk you through how to perform real-time ...

Hello! I'm a dreamer focusing on high-load distributed systems and low-level engineering. I mainly code in Rust and Python Hello! I'm a dreamer focusing on high-load distributed systems and low-level ...

Getting input from users is one of the first skills every Python programmer learns. Whether you’re building a console app, validating numeric data, or collecting values in a GUI, Python’s input() ...