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Malware Detection and Prevention using Artificial Intelligence Techniques
Hossain Faruk, Md Jobair, Shahriar, Hossain, Valero, Maria, Barsha, Farhat Lamia, Sobhan, Shahriar, Khan, Md Abdullah, Whitman, Michael, Cuzzocrea, Alfredo, Lo, Dan, Rahman, Akond, Wu, Fan
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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A Multimodal Misinformation Detector for COVID-19 Short Videos on TikTok
Shang, Lanyu, Kou, Ziyi, Zhang, Yang, Wang, Dong
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models
Zhang, Zhengming, Yang, Yaoqing, Yao, Zhewei, Yan, Yujun, Gonzalez, Joseph E., Ramchandran, Kannan, Mahoney, Michael W.
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection
Masum, Mohammad, Shahriar, Hossain, Haddad, Hisham, Faruk, Md Jobair Hossain, Valero, Maria, Khan, Md Abdullah, Rahman, Mohammad A., Adnan, Muhaiminul I., Cuzzocrea, Alfredo, Wu, Fan
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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CONAN: Contrastive Fusion Networks for Multi-view Clustering
Ke, Guanzhou, Hong, Zhiyong, Zeng, Zhiqiang, Liu, Zeyi, Sun, Yangjie, Xie, Yannan
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Modelling of Destinations for Data-driven Pedestrian Trajectory Prediction in Public Buildings
Lui, Andrew Kwok-Fai, Chan, Yin-Hei, Leung, Man-Fai
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Spike2Vec: An Efficient and Scalable Embedding Approach for COVID-19 Spike Sequences
Ali, Sarwan, Patterson, Murray
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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FedLess: Secure and Scalable Federated Learning Using Serverless Computing
Grafberger, Andreas, Chadha, Mohak, Jindal, Anshul, Gu, Jianfeng, Gerndt, Michael
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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CyBERT: Contextualized Embeddings for the Cybersecurity Domain
Ranade, Priyanka, Piplai, Aritran, Joshi, Anupam, Finin, Tim
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Higher-order Structure Based Anomaly Detection on Attributed Networks
Yuan, Xu, Zhou, Na, Yu, Shuo, Huang, Huafei, Chen, Zhikui, Xia, Feng
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters
Bader, Jonathan, Thamsen, Lauritz, Kulagina, Svetlana, Will, Jonathan, Meyerhenke, Henning, Kao, Odej
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Multi-Source Domain Adaptation with Weak Supervision for Early Fake News Detection
Li, Yichuan, Lee, Kyumin, Kordzadeh, Nima, Faber, Brenton, Fiddes, Cameron, Chen, Elaine, Shu, Kai
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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GraSSNet: Graph Soft Sensing Neural Networks
Huang, Yu, Zhang, Chao, Yella, Jaswanth, Petrov, Sergei, Qian, Xiaoye, Tang, Yufei, Zhu, Xingquan, Bom, Sthitie
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Asynchronous Federated Learning for Sensor Data with Concept Drift
Chen, Yujing, Chai, Zheng, Cheng, Yue, Rangwala, Huzefa
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Activation Landscapes as a Topological Summary of Neural Network Performance
Wheeler, Matthew, Bouza, Jose, Bubenik, Peter
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform
Shivers, Ryan, Rahman, Mohammad Ashiqur, Faruk, Md Jobair Hossain, Shahriar, Hossain, Cuzzocrea, Alfredo, Clincy, Victor
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Spatially-distributed Federated Learning of Convolutional Recurrent Neural Networks for Air Pollution Prediction
Nguyen, Do-Van, Zettsu, Koji
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Open Data Lake to Support Machine Learning on Arctic Big Data
Olawoyin, Anifat M., Leung, Carson K., Cuzzocrea, Alfredo
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning
Che, Liwei, Long, Zewei, Wang, Jiaqi, Wang, Yaqing, Xiao, Houping, Ma, Fenglong
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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