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Deep learning

When Bitcoin encounters information in an online forum: Using text mining to analyse user opinions and predict value fluctuation

Young Bin Kim, Jurim Lee, Nuri Park, Jaegul Choo, Jong-Hyun Kim, Chang Hun Kim

published 12 May 2017

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Forecasting influenza in Hong Kong with Google search queries and statistical model fusion

Qinneng Xu, Yulia R. Gel, L. Leticia Ramirez Ramirez, Kusha Nezafati, Qingpeng Zhang, Kwok-Leung Tsui

published 02 May 2017

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A shallow convolutional neural network for blind image sharpness assessment

Shaode Yu, Shibin Wu, Lei Wang, Fan Jiang, Yaoqin Xie, Leida Li

published 01 May 2017

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A novel framework for the identification of drug target proteins: Combining stacked auto-encoders with a biased support vector machine

Qi Wang, YangHe Feng, JinCai Huang, TengJiao Wang, GuangQuan Cheng

published 28 Apr 2017

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Prediction of crime occurrence from multi-modal data using deep learning

Hyeon-Woo Kang, Hang-Bong Kang

published 24 Apr 2017

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Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion, Diana Kelmansky, Mark van der Laan, Ethan Sahker, DeShauna Jones, Stephan Arndt

published 10 Apr 2017

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Real-time traffic sign recognition based on a general purpose GPU and deep-learning

Kwangyong Lim, Yongwon Hong, Yeongwoo Choi, Hyeran Byun

published 06 Mar 2017

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Recognition of prokaryotic and eukaryotic promoters using convolutional deep learning neural networks

Ramzan Kh. Umarov, Victor V. Solovyev

published 03 Feb 2017

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Predicting Virtual World User Population Fluctuations with Deep Learning

Young Bin Kim, Nuri Park, Qimeng Zhang, Jun Gi Kim, Shin Jin Kang, Chang Hun Kim

published 09 Dec 2016

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Event Recognition Based on Deep Learning in Chinese Texts

Yajun Zhang, Zongtian Liu, Wen Zhou, National Natural Science Foundation of China (NSFC)

published 08 Aug 2016

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A Novel Image Retrieval Based on Visual Words Integration of SIFT and SURF

Nouman Ali, Khalid Bashir Bajwa, Robert Sablatnig, Savvas A. Chatzichristofis, Zeshan Iqbal, Muhammad Rashid, Hafiz Adnan Habib

published 17 Jun 2016

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Forecast Modelling via Variations in Binary Image-Encoded Information Exploited by Deep Learning Neural Networks

Da Liu, Ming Xu, Dongxiao Niu, Shoukai Wang, Sai Liang

published 09 Jun 2016

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Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security

Min-Joo Kang, Je-Won Kang

published 07 Jun 2016

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