How Companies Are Using machine learning and deep learning to improve human experience?
7 answers found
Our findings could help application developers, deep-learning framework vendors and browser vendors to improve the efficiency of deep learning in browsers.
Moving Deep Learning into Web Browser: How Far Can We Go?
13 May 2019• 13 citations
It is highly anticipated that Deep Learning will fare much better than the traditional machine learning algorithms not only because of scalability but also of its ability to perform automatic feature extraction from raw data.
Comparative Sentiment Analysis on a Set of Movie Reviews Using Deep Learning Approach
22 Feb 2018• 17 citations
The experience we have, especially in how to optimize the deep learning architecture, will benefit other researchers and medical practitioners.
Deep Learning from Small Dataset for BI-RADS Density Classification of Mammography Images
01 Aug 2019• 5 citations
The performance of the deep learning model is better than the machine learning techniques.
Deep learning models have many advantages over traditional Machine Learning (ML) models, particularly when there is a large amount of data available.
Our results show that using traditional machine learning, we can still achieve comparable results to deep learning, although we collected thousands of labels.
Classifying Multilingual User Feedback using Traditional Machine Learning and Deep Learning
01 Sep 2019• 31 citations
Our results showed that deep learning outperformed other state-of-the-art machine learning algorithms by at least 4.6 % in terms of classification rate.
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