Browse Dept. of Computer Science by Subject "Machine learning"
Now showing items 1-5 of 5
(2017-04-20)The rapid growth of big data formed by human activities makes research on intention analysis both challenging and rewarding. We study multifaceted problems in analyzing intentions from big data traces of human activities, ...
(2017-04-19)The rapid development of modern information technology has significantly facilitated the generation, collection, transmission and storage of all kinds of data. With the so-called “big data” generated in an unprecedented ...
(2017-04-18)Many of the data science applications nowadays feature large datasets and short tasks that run many iterations. When running these applications on a parallel processing framework like Apache Spark, one problem that affects ...
(2017-04-26)Machine Learning (ML) software, used to implement an ML algorithm, is widely used in many application domains such as financial, business, and engineering domains. Faults in ML software can cause substantial losses in these ...
(2012-02-06)Structured tasks, which often involve many interdependent decisions for each example, are the backbone for many important applications such as natural language processing tasks. The models built for structured tasks need ...