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Abstract: This study explores how to improve prediction accuracy in network intrusion detection by addressing class imbalance issues. With the rapid development of the Internet, network security ...

Everyone is different, and we all have our own unique quirks and idiosyncrasies that make us who we are. There are some of us, though, who get inordinately irked by things the vast majority don't have ...

Abstract: Class imbalance problems are very common in real-world applications, for example, fraud detection, medical diagnosis, and anomaly detection. In this paper, we propose an approach to solve ...

Community driven content discussing all aspects of software development from DevOps to design patterns. WebAssembly was created to perform the highly complex and overwhelmingly sophisticated ...

Threading refers to the practice of executing programming processes concurrently to improve application performance. While it’s not that common to work with threads directly in business applications, ...

Locality Sensitive Hashing (LSH) is a family of hashing methods that tent to produce the same hash (or signature) for similar items. There exist different LSH functions, that each correspond to a ...

SEOUL – Seoul resident Kim Mi-young almost screamed in fear in September in a subway train when she saw in the glass door the reflection of a strange ahjussi, or a middle-aged man in South Korea, just ...