Asynchronous Online Federated Learning for Edge Devices with Non-IID Data
Chen, Yujing, Ning, Yue, Slawski, Martin, Rangwala, Huzefa
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
PyHessian: Neural Networks Through the Lens of the Hessian
Yao, Zhewei, Gholami, Amir, Keutzer, Kurt, Mahoney, Michael W.
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Road Damage Detection and Classification with Detectron2 and Faster R-CNN
Pham, Vung, Pham, Chau, Dang, Tommy
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Heterogeneous Similarity Graph Neural Network on Electronic Health Records
Liu, Zheng, Li, Xiaohan, Peng, Hao, He, Lifang, Yu, Philip S.
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Global Road Damage Detection: State-of-the-art Solutions
Arya, Deeksha, Maeda, Hiroya, Kumar Ghosh, Sanjay, Toshniwal, Durga, Omata, Hiroshi, Kashiyama, Takehiro, Sekimoto, Yoshihide
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
SOSNet: A Graph Convolutional Network Approach to Fine-Grained Cyberbullying Detection
Wang, Jason, Fu, Kaiqun, Lu, Chang-Tien
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis
Mandal, Vishal, Mussah, Abdul Rashid, Adu-Gyamfi, Yaw
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Country-wide Mobility Changes Observed Using Mobile Phone Data During COVID-19 Pandemic
Heiler, Georg, Reisch, Tobias, Hurt, Jan, Forghani, Mohammad, Omani, Aida, Hanbury, Allan, Karimipour, Farid
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Fairness Metrics: A Comparative Analysis
Garg, Pratyush, Villasenor, John, Foggo, Virginia
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
The Canonical Interval Forest (CIF) Classifier for Time Series Classification
Middlehurst, Matthew, Large, James, Bagnall, Anthony
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Basket Recommendation with Multi-Intent Translation Graph Neural Network
Liu, Zhiwei, Li, Xiaohan, Fan, Ziwei, Guo, Stephen, Achan, Kannan, Yu, Philip S.
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines
Ahmad, Sabtain, Styp-Rekowski, Kevin, Nedelkoski, Sasho, Kao, Odej
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Yet Another Deep Learning Approach for Road Damage Detection using Ensemble Learning
Hegde, Vinuta, Trivedi, Dweep, Alfarrarjeh, Abdullah, Deepak, Aditi, Ho Kim, Seon, Shahabi, Cyrus
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
An Efficient and Scalable Deep Learning Approach for Road Damage Detection
Naddaf-Sh, Sadra, Naddaf-Sh, M-Mahdi, Kashani, Amir R., Zargarzadeh, Hassan
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams
Bernardo, Alessio, Gomes, Heitor Murilo, Montiel, Jacob, Pfahringer, Bernhard, Bifet, Albert, Valle, Emanuele Della
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
FedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling
Chen, Cheng, Chen, Ziyi, Zhou, Yi, Kailkhura, Bhavya
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Road Damage Detection using Deep Ensemble Learning
Doshi, Keval, Yilmaz, Yasin
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Machine Learning and OLAP on Big COVID-19 Data
Leung, Carson K., Chen, Yubo, Hoi, Calvin S. H., Shang, Siyuan, Cuzzocrea, Alfredo
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding