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 Age classification using an optimized CNN architecture
Aydogdu M., Demirci M. ICCDA 2017 (Proceedings of the International Conference on Compute and Data Analysis, Lakeland, FL, May 19-23, 2017) 233-239, 2017. Type: Proceedings
With the availability of a huge amount of data and powerful computational resources, the scope of machine learning algorithms has widened recently. A convolutional neural network (CNN) is one of the most popular machine learning techni...
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Jun 1 2018 |
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Multi-offspring genetic algorithm and its application to the traveling salesman problem
Wang J., Ersoy O., He M., Wang F. Applied Soft Computing 43 415-423, 2016. Type: Article
Genetic algorithms (GAs) are among the most widely used stochastic optimization algorithms. They have been applied to solve many real-life optimization problems belonging to different domains....
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Dec 19 2017 |
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A deep convolutional neural network model to classify heartbeats
Acharya U., Oh S., Hagiwara Y., Tan J., Adam M., Gertych A., Tan R. Computers in Biology and Medicine 89 389-396, 2017. Type: Article
Deep learning is one of the fastest growing areas of machine learning. With improvements in hardware technology, the use of deep learning algorithms is increasing daily. The emergence of deep learning has also led to the renaissance of...
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Dec 15 2017 |
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Genetic algorithm for building optimization: state-of-the-art survey
Li T., Shao G., Zuo W., Huang S. ICMLC 2017 (Proceedings of the 9th International Conference on Machine Learning and Computing, Singapore, Feb 24-26, 2017) 205-210, 2017. Type: Proceedings
The global demand for energy has increased steadily over the years, raising serious concerns about the exhaustion of energy resources and adverse environmental impacts. Buildings contribute to a significant amount of total energy consu...
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Dec 15 2017 |
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Evolution or revolution: the critical need in genetic algorithm based testing
Surendran A., Samuel P. Artificial Intelligence Review 48(3): 349-395, 2017. Type: Article
Software testing consumes a considerable amount of the cost and time of software development, but it is one of the most crucial phases; it cannot be skipped. Software testing is therefore referred to as “a necessary evil.&...
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Dec 1 2017 |
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