Journal Articles (Computing Science)

2018

McIntosh, A., Hassan, S., Hindle, Abram

Machine learning is a popular method of learning functions from data to represent and to classify sensor inputs, multimedia, emails, and calendar events. Smartphone applications have been integrating more and more intelligence in the form of machine learning. Machine learning functionality now...

2021

Viggiato, M., Lin, D., Hindle, Abram, Bezemer, C.P.

Sentiment analysis is a popular technique to identify the sentiment of a piece of text. Several different domains have been targeted by sentiment analysis research, such as Twitter, movie reviews, and mobile app reviews. Although several techniques have been proposed, the performance of current...

2015

Pang, C., Hindle, Abram, Adams, B., Hassan, A.E.

Traditionally, programmers received a range of training on programming languages and methodologies, but they rarely receive training on software energy consumption. Yet, the popularity of mobile devices and cloud computing requires increased awareness of software energy consumption. On mobile...