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The ML test score: A rubric for ML production readiness and technical debt reduction
Breck, Eric, Shanqing Cai, Nielsen, Eric, Salib, Michael, Sculley, D.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Automatic localization of casting defects with convolutional neural networks
Ferguson, Max, Ak, Ronay, Lee, Yung-Tsun Tina, Law, Kincho H.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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A deep learning model for air quality prediction in smart cities
Kok, Ibrahim, Simsek, Mehmet Ulvi, Ozdemir, Suat
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Making caches work for graph analytics
Yunming Zhang, Kiriansky, Vladimir, Mendis, Charith, Amarasinghe, Saman, Zaharia, Matei
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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ATM: A distributed, collaborative, scalable system for automated machine learning
Swearingen, Thomas, Drevo, Will, Cyphers, Bennett, Cuesta-Infante, Alfredo, Ross, Arun, Veeramachaneni, Kalyan
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Big data machine learning using apache spark MLlib
Assefi, Mehdi, Behravesh, Ehsun, Guangchi Liu, Tafti, Ahmad P.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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A performance evaluation of Apache Kafka in support of big data streaming applications
Le Noac'h, Paul, Costan, Alexandru, Bouge, Luc
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Application of machine learning for fuel consumption modelling of trucks
Perrotta, Federico, Parry, Tony, Neves, Luis C.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Enabling query processing across heterogeneous data models: A survey
Tan, Ran, Chirkova, Rada, Gadepally, Vijay, Mattson, Timothy G.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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VIGAN: Missing view imputation with generative adversarial networks
Shang, Chao, Palmer, Aaron, Sun, Jiangwen, Chen, Ko-Shin, Lu, Jin, Bi, Jinbo
Published in Proceedings : ... IEEE International Conference on Big Data. IEEE International Conference on Big Data (01.01.2017)
Published in Proceedings : ... IEEE International Conference on Big Data. IEEE International Conference on Big Data (01.01.2017)
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Semi-supervised convolutional neural networks for human activity recognition
Ming Zeng, Tong Yu, Xiao Wang, Nguyen, Le T., Mengshoel, Ole J., Lane, Ian
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Help me find a job: A graph-based approach for job recommendation at scale
Shalaby, Walid, AlAila, BahaaEddin, Korayem, Mohammed, Pournajaf, Layla, AlJadda, Khalifeh, Quinn, Shannon, Zadrozny, Wlodek
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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An improved P2P file system scheme based on IPFS and Blockchain
Yongle Chen, Hui Li, Kejiao Li, Jiyang Zhang
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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DxNAT - Deep neural networks for explaining non-recurring traffic congestion
Fangzhou Sun, Dubey, Abhishek, White, Jules
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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River segmentation for flood monitoring
Lopez-Fuentes, Laura, Rossi, Claudio, Skinnemoen, Harald
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Improving text classification with word embedding
Lihao Ge, Teng-Sheng Moh
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Imbalance in the cloud: An analysis on Alibaba cluster trace
Chengzhi Lu, Kejiang Ye, Guoyao Xu, Cheng-Zhong Xu, Tongxin Bai
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Application of deep neural network and generative adversarial network to industrial maintenance: A case study of induction motor fault detection
Yong Oh Lee, Jun Jo, Jongwoon Hwang
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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