YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers
Huang, Rachel, Pedoeem, Jonathan, Chen, Cuixian
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Transfer learning for time series classification
Ismail Fawaz, Hassan, Forestier, Germain, Weber, Jonathan, Idoumghar, Lhassane, Muller, Pierre-Alain
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
FairGAN: Fairness-aware Generative Adversarial Networks
Xu, Depeng, Yuan, Shuhan, Zhang, Lu, Wu, Xintao
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets
Liang, Xin, Di, Sheng, Tao, Dingwen, Li, Sihuan, Li, Shaomeng, Guo, Hanqi, Chen, Zizhong, Cappello, Franck
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Predicting the Computational Cost of Deep Learning Models
Justus, Daniel, Brennan, John, Bonner, Stephen, McGough, Andrew Stephen
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Automated Road Crack Detection Using Deep Convolutional Neural Networks
Mandal, Vishal, Uong, Lan, Adu-Gyamfi, Yaw
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
When Machine Learning Meets Blockchain: A Decentralized, Privacy-preserving and Secure Design
Chen, Xuhui, Ji, Jinlong, Luo, Changqing, Liao, Weixian, Li, Pan
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Incorporating Prior Domain Knowledge into Deep Neural Networks
Muralidhar, Nikhil, Islam, Mohammad Raihanul, Marwah, Manish, Karpatne, Anuj, Ramakrishnan, Naren
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
dynnode2vec: Scalable Dynamic Network Embedding
Mahdavi, Sedigheh, Khoshraftar, Shima, An, Aijun
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
American Sign Language Recognition using Deep Learning and Computer Vision
Bantupalli, Kshitij, Xie, Ying
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
IoT Devices Recognition Through Network Traffic Analysis
Shahid, Mustafizur R., Blanc, Gregory, Zhang, Zonghua, Debar, Herve
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Classification of TrashNet Dataset Based on Deep Learning Models
Aral, Rahmi Arda, Keskin, Seref Recep, Kaya, Mahmut, Haciomeroglu, Murat
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections
Huang, TonTon Hsien-De, Kao, Hung-Yu
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Detecting Fake Accounts on Social Media
Khaled, Sarah, El-Tazi, Neamat, Mokhtar, Hoda M. O.
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
A Deep Learning Approach for Road Damage Detection from Smartphone Images
Alfarrarjeh, Abdullah, Trivedi, Dweep, Kim, Seon Ho, Shahabi, Cyrus
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Empirical Study of Deep Learning for Text Classification in Legal Document Review
Wei, Fusheng, Qin, Han, Ye, Shi, Zhao, Haozhen
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Implementing Grover's Algorithm on the IBM Quantum Computers
Mandviwalla, Aamir, Ohshiro, Keita, Ji, Bo
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
A Comparative Study of LSTM and DNN for Stock Market Forecasting
Shah, Dev, Campbell, Wesley, Zulkernine, Farhana H.
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Road Damage Detection Using RetinaNet
Ale, Laha, Zhang, Ning, Li, Longzhuang
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Enabling of Predictive Maintenance in the Brownfield through Low-Cost Sensors, an IIoT-Architecture and Machine Learning
Strauss, Patrick, Schmitz, Markus, Wostmann, Rene, Deuse, Jochen
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding