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The Performance of LSTM and BiLSTM in Forecasting Time Series
Siami-Namini, Sima, Tavakoli, Neda, Namin, Akbar Siami
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Task Failure Prediction in Cloud Data Centers Using Deep Learning
Gao, Jiechao, Wang, Haoyu, Shen, Haiying
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Federated Learning with Bayesian Differential Privacy
Triastcyn, Aleksei, Faltings, Boi
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Profit Allocation for Federated Learning
Song, Tianshu, Tong, Yongxin, Wei, Shuyue
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks
Wu, Yanzhao, Liu, Ling, Bae, Juhyun, Chow, Ka-Ho, Iyengar, Arun, Pu, Calton, Wei, Wenqi, Yu, Lei, Zhang, Qi
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Personalized DeepInf: Enhanced Social Influence Prediction with Deep Learning and Transfer Learning
Leung, Carson K., Cuzzocrea, Alfredo, Mai, Jiaxing Jason, Deng, Deyu, Jiang, Fan
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Mechanism Design for An Incentive-aware Blockchain-enabled Federated Learning Platform
Toyoda, Kentaroh, Zhang, Allan N.
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Secure and Efficient Federated Transfer Learning
Sharma, Shreya, Xing, Chaoping, Liu, Yang, Kang, Yan
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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FAE: A Fairness-Aware Ensemble Framework
Iosifidis, Vasileios, Fetahu, Besnik, Ntoutsi, Eirini
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Can Machine/Deep Learning Classifiers Detect Zero-Day Malware with High Accuracy?
Abri, Faranak, Siami-Namini, Sima, Khanghah, Mahdi Adl, Soltani, Fahimeh Mirza, Namin, Akbar Siami
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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SecureGBM: Secure Multi-Party Gradient Boosting
Feng, Zhi, Xiong, Haoyi, Song, Chuanyuan, Yang, Sijia, Zhao, Baoxin, Wang, Licheng, Chen, Zeyu, Yang, Shengwen, Liu, Liping, Huan, Jun
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis
Yue, Mingxuan, Li, Yaguang, Yang, Haoze, Ahuja, Ritesh, Chiang, Yao-Yi, Shahabi, Cyrus
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Federated Wireless Network Intrusion Detection
Cetin, Burak, Lazar, Alina, Kim, Jinoh, Sim, Alex, Wu, Kesheng
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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G-Finder: Approximate Attributed Subgraph Matching
Liu, Lihui, Du, Boxin, xu, Jiejun, Tong, Hanghang
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Progress-based Container Scheduling for Short-lived Applications in a Kubernetes Cluster
Fu, Yuqi, Zhang, Shaolun, Terrero, Jose, Mao, Ying, Liu, Guangya, Li, Sheng, Tao, Dingwen
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks
Takahashi, Tsubasa
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Active Learning with Abstaining Classifiers for Imbalanced Drifting Data Streams
Korycki, Lukasz, Cano, Alberto, Krawczyk, Bartosz
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Detecting Fake News Articles
Lin, Jun, Tremblay-Taylor, Glenna, Mou, Guanyi, You, Di, Lee, Kyumin
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Access Control Model Extensions to Support Data Privacy Protection based on GDPR
Davari, Maryam, Bertino, Elisa
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Conference Proceeding