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Transfer Learning with Ensembles of Deep Neural Networks for Skin Cancer Classification in Imbalanced Data Sets
Early diagnosis plays a key role in prevention and treatment of skin can...
03/22/2021 ∙ by Aqsa Saeed Qureshi, et al. ∙
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Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks
Higgs boson is a fundamental particle, and the classification of Higgs s...
10/16/2020 ∙ by Muhammad Abbas, et al. ∙
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Wind Speed Prediction using Deep Ensemble Learning with a Jet-like Architecture
Accurate and reliable prediction of wind speed is a challenging task, be...
02/28/2020 ∙ by Aqsa Saeed Qureshi, et al. ∙
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Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection Technique
In case of behavior analysis of a malware, categorization of malicious f...
10/24/2019 ∙ by Muhammad Furqan Rafique, et al. ∙
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A Recent Survey on the Applications of Genetic Programming in Image Processing
During the last two decades, Genetic Programming (GP) has been largely u...
01/18/2019 ∙ by Asifullah Khan, et al. ∙
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A Survey of the Recent Architectures of Deep Convolutional Neural Networks
Deep Convolutional Neural Networks (CNNs) are a special type of Neural N...
01/17/2019 ∙ by Asifullah Khan, et al. ∙
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Adaptive Transfer Learning in Deep Neural Networks: Wind Power Prediction using Knowledge Transfer from Region to Region and Between Different Task Domains
Transfer Learning (TL) in Deep Neural Networks is gaining importance bec...
10/30/2018 ∙ by Aqsa Saeed Qureshi, et al. ∙
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