Tuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành hóa học dành cho các bạn yêu hóa học tham khảo đề tài: Research Article Adaptive Kernel Canonical Correlation Analysis Algorithms for Nonparametric Identiﬁcation of Wiener and Hammerstein Systems
Tuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành hóa học dành cho các bạn yêu hóa học tham khảo đề tài: Research Article Classiﬁcation of Crystallographic Data Using Canonical Correlation Analysis
Forty years ago there was hardly a ﬁeld called ‘behavioral sciences’. In fact, psychology largely
was the behavioral sciences, with some help from group theory in sociology and decision-
making in economics. Now, of course, psychology has expanded and developed in a myriad
of ways, to the point where ‘behavioral sciences’ is often the more useful term. Physiological
psychology has become neuroscience, covering areas not previously part of psychology.
Decision-making has become decision science, involving people from economics, marketing,
and other disciplines.
We present a method for learning bilingual translation lexicons from monolingual corpora. Word types in each language are characterized by purely monolingual features, such as context counts and orthographic substrings. Translations are induced using a generative model based on canonical correlation analysis, which explains the monolingual lexicons in terms of latent matchings. We show that high-precision lexicons can be learned in a variety of language pairs and from a range of corpus types.