This paper presents a novel method of intelligent detection transformer wiring tests. It combines new deep learning-based object algorithm with tag code identification technique. Complex in the current error test scenarios implies need for frequent human testing and judgment by digitizing equipment terminals connected wires test. The automatic connection lines is realized, relying on learning f...

This paper introduces an innovative Bayesian machine learning algorithm to draw interpretable inference on heterogeneous causal effects in the presence of imperfect compliance (e.g., under irregular assignment mechanism). We show, through Monte Carlo simulations, that proposed Causal Forest with Instrumental Variable (BCF-IV) methodology outperforms other techniques tailored for discovering and...

My aim in this paper is to explore the relationship between epistemic rationality and instrumental rationality. By epistemic rationality, I mean, roughly, the kind of rationality which one displays when one believes propositions that are strongly supported by one's evidence and refrains from believing propositions that are improbable given one's evidence. Prominent epistemologists frequently em...

Carnatic music, the classical music of South India, is rich in melodic and devotional content. Vocal renderings effectively convey the devotional aspect, and a variety of instruments enhance the melodic effect of the vocal renderings. After briefly tracing the origins and early development of Carnatic music, we will describe vocal and instrumental renderings and provide a comparison. We also al...