Conditional branch prediction allows the speculative fetching and execution of instructions
before knowing the direction of conditional statements. As in other areas, machine learning …

This paper explores two new weightless neural network models, Regression WiSARD and
ClusRegression WiSARD, in the challenging task of predicting the total palm oil production …

Thermal treatments that use ultrasound devices as a tool have as a key point the
temperature control to be applied in a specific region of the patient's body. This kind of …

This work takes into account the benefits of machine learning in order to estimate the
valence of emotions on the OMG Empathy dataset, considering the information obtained …

This article is written in recognition of W. Bledsoe, who with Browning, introduced the N-
tuple subspace classifier in 1959. This 1959 article was the first article to introduce subspace …

It is well known that energy efficiency plays a key role in ensuring sustainable development.
Concerns regarding energy include greenhouse gas emissions, which contribute to global …

Capable of supplying local loads, DC microgrids have received much attention in the last
decade for alleviating power flow through the main power grid. This has been achieved …

This work takes into account the benefits of machine learning in order to estimate the
valence of emotions on the OMG Empathy dataset, considering the information obtained …

Although successful black-box learning models have been created, understanding what
happens when a machine produces a classification response is still a challenge. This work …