What began as a Ph.D. project has grown into a website with 120,000 unique visitors each year. With the platform OpenML, ...

The Machine Learning Development Market is expected to grow from USD 35.0 billion in 2023 to USD 942.4 billion by 2033, with ...

Northwestern Engineering faculty and students participated in the annual forum for advances in theory, empirics, and ...

In an age where artificial intelligence (AI) is no longer a futuristic concept but a present-day reality, the role of ...

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively partitioning the data using random split thresholds. Since anomalies are easier to ...

This research investigates the efficacy of various machine learning algorithms in detecting malware. Utilizing a dataset of 20,000 observations with 33 features,28 classification algorithms are ...

The current challenge, in the cyber world is to identify and categorize software. To tackle this machine learning can be utilized to detect and classify malware by analyzing patterns, behaviors and ...