A decision tree regression system incorporates a set of if-then rules to predict a single numeric value. Decision tree regression is rarely used by itself because it overfits the training data, and so ...

Oracle-based quantum algorithms cannot use deep loops because quantum states exist only as mathematical amplitudes in Hilbert space with no physical substrate. Criticall ...

Fund your curiosity. Build your research future. The Next-Generation Scholar Program supports Concordia undergraduate students who want hands-on research experience with faculty mentors. This paid ...

Abstract: Machine learning has been successfully applied to drug combination prediction in recent years. However, in some situations, the class imbalance problem still shows highly negative impacts on ...

Abstract: UDP Flood Denial of Service (DoS) attacks are a critical threat to network security, especially in IoT systems with limited resources. These attacks exploit the UDP (User Datagram Protocol), ...