Human learners have the natural ability to use knowledge gained in one setting for learning a different but related setting. This transfer from task another is essential effective learning. In this paper, we study context of nonparametric classification based on observations distributions under posterior drift model, which general framework and arises many practical problems. We first establish...

Polar code is a recent forward error correction technique that characterized by its low encoding/decoding complexity and good performance. In this paper, complete image transmission system (transmitter receiver) proposed to improve the quality over different types of channels such as Gaussian, Rayleigh Rician channels. The based on encoding most significant quantized Discrete Cosine Transform (...

Consider the online testing of a stream hypotheses where real-time decision must be made before next data point arrives. The error rate is required to controlled at all points. Conventional simultaneous rules are no longer applicable due more stringent constraints and absence future data. Moreover, decision-making process may come halt when total budget, or alpha-wealth, exhausted. This work de...