YingyiJeniffer

Tri-Training: Exploiting Unlabeled Data Using Three Classifiers

摘要： Abstract – In many practical data mining applications such as web page classification, unlabeled training examples are readily available but labeled o 阅读全文

posted @ 2016-09-17 19:31 YingyiJeniffer 阅读(644) 评论(0) 推荐(0)

A web crawler design for data mining

摘要： Abstract The content of the web has increasingly become a focus for academic research. Computer programs are needed in order to conduct any large-scal 阅读全文

posted @ 2016-09-16 21:09 YingyiJeniffer 阅读(318) 评论(0) 推荐(0)

Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (I - III)

摘要： ABSTRACT Recent technological advancement have led to a deluge of data from distinctive domains (e.g., health care and scientific sensors, user-genera 阅读全文

posted @ 2016-09-15 22:57 YingyiJeniffer 阅读(436) 评论(1) 推荐(0)

Learning with Trees

摘要： We are now going to consider a rather different approach to machine learning, starting with one of the most common and powerful data structures in the 阅读全文

posted @ 2016-09-11 18:46 YingyiJeniffer 阅读(232) 评论(0) 推荐(0)

Markov Random Fields

摘要： We have seen that directed graphical models specify a factorization of the joint distribution over a set of variables into a product of local conditio 阅读全文

posted @ 2016-09-10 22:08 YingyiJeniffer 阅读(341) 评论(0) 推荐(0)

Data storage on the batch layer

摘要： Big Data, batch layer 阅读全文

posted @ 2016-09-10 17:51 YingyiJeniffer 阅读(275) 评论(0) 推荐(0)

Galaxy Classification

摘要： 10.3 Data Preparation After removing a large number of the columns from the raw SDSS dataset, introducing a number of derived features, and generating 阅读全文

posted @ 2016-09-04 18:36 YingyiJeniffer 阅读(342) 评论(0) 推荐(0)

General Motors China

摘要： General Motors Co., one of the world's largest automakers, trace its root back to 1908. The General Motors-China relationship dates back more than nin 阅读全文

posted @ 2016-09-04 16:12 YingyiJeniffer 阅读(603) 评论(0) 推荐(0)

Similarity-based Learning

摘要： Similarity-based approaches to machine learning come from the idea that the best way to make a predictions is to simply look at what has worked well i 阅读全文

posted @ 2016-09-03 18:06 YingyiJeniffer 阅读(294) 评论(0) 推荐(0)

The 10 best sweet treats in Singapore

摘要： Every time I walk out of Changi airport's air-conditioning into the humid outdoors, there's a sweet and slightly fermented aroma that hits me on the f 阅读全文

posted @ 2016-09-03 17:46 YingyiJeniffer 阅读(226) 评论(0) 推荐(0)