Prior to PILOT, fitting linear model trees was slow and prone to overfitting, especially with large datasets. Traditional regression trees struggled to capture linear relationships effectively. Linear ...

Quantum computing is becoming a very hot research topic nowadays. There are various computing models [1, 2], including quantum query complexity [3–5], communication complexity [6, 7], and quantum ...

Abstract: Genetic Algorithm (GA) has been proven to be easy in falling into local optimal value due to its fixed crossover and mutation probabilities, while the Adaptive Genetic Algorithm (AGA) has ...

Purkinje cells can encode the strength of parallel fiber inputs in their firing by using 2 fundamentally different mechanisms, either as pauses or as linear increases in firing rate. It is not clear ...

Presenting an algorithm that solves linear systems with sparse coefficient matrices asymptotically faster than matrix multiplication for any ω > 2. Our algorithm can be viewed as an efficient, ...

Abstract: For medical diagnoses and treatments, it is often desirable to wirelessly trace an object that moves inside the human body. A magnetic tracing technique suggested for such applications uses ...