Active paper for active learning
نویسندگان
چکیده
منابع مشابه
High-Dimensional Unsupervised Active Learning Method
In this work, a hierarchical ensemble of projected clustering algorithm for high-dimensional data is proposed. The basic concept of the algorithm is based on the active learning method (ALM) which is a fuzzy learning scheme, inspired by some behavioral features of human brain functionality. High-dimensional unsupervised active learning method (HUALM) is a clustering algorithm which blurs the da...
متن کاملProbabilistic Active Learning for Active Class Selection
In machine learning, active class selection (ACS) algorithms aim to actively select a class and ask the oracle to provide an instance for that class to optimize a classifier’s performance while minimizing the number of requests. In this paper, we propose a new algorithm (PAL-ACS) that transforms the ACS problem into an active learning task by introducing pseudo instances. These are used to esti...
متن کاملActive Learning for Active Citizenship: An Overview
The project Active LearTling for Active Citktnship formed part of recent civil renewal policy and contributed to the development of ideas along with action on the ground. Whilst that practice will be explored in other chapters, this chapter will examine the underlying principles. It is written by the author of the original report submitted to the Home Office in 2004, who subsequently helped ini...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Research in Learning Technology
سال: 2011
ISSN: 2156-7077,2156-7069
DOI: 10.3402/rlt.v6i1.10994