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ORCID7th BigDataService 2021: Oxford, UK
- Seventh IEEE International Conference on Big Data Computing Service and Applications, BigDataService 2021, Oxford, United Kingdom, August 23-26, 2021. IEEE 2021, ISBN 978-1-6654-3483-6
- Indrajeet Y. Javeri, Mohammadhossein Toutiaee, Ismailcem Budak Arpinar, John A. Miller
, Tom W. Miller:
Improving Neural Networks for Time-Series Forecasting using Data Augmentation and AutoML. 1-8 - Stavroula Iatropoulou, Petros Petrou, Sophia Karagiorgou, Dimitrios Alexandrou:
Towards Platform-Agnostic and Autonomous Orchestration of Big Data Services. 1-8 - Pierfrancesco Bellini, Daniele Cenni, Luciano Alessandro Ipsaro Palesi, Paolo Nesi, Gianni Pantaleo:
A Deep Learning Approach for Short Term Prediction of Industrial Plant Working Status. 9-16 - John Joy Kurian, Marcel Dix, Ido Amihai, Glenn Ceusters, Ajinkya Prabhune:
BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications. 17-24 - Theodoros Theodoropoulos, Angelos-Christos Maroudis, John Violos, Konstantinos Tserpes:
An Encoder-Decoder Deep Learning Approach for Multistep Service Traffic Prediction. 33-40 - Hebatalla Eldakiky, David Hung-Chang Du:
TransKV: A Networking Support for Transaction Processing in Distributed Key-value Stores. 41-49 - Tariq Abughofa, Ahmed A. Harby, Haruna Isah, Farhana H. Zulkernine:
Incremental Community Detection in Distributed Dynamic Graph. 50-59 - Kriti Gupta, Katerina Potika:
Fake News Analysis and Graph Classification on a COVID-19 Twitter Dataset. 60-68 - Sai Ashrith Aduwala, Manish Arigala, Shivan Desai, Heng Jerry Quan, Magdalini Eirinaki:
Deepfake Detection using GAN Discriminators. 69-77 - Ashish Chouhan, Venkata Siva Rami Reddy Sangireddy, Sarath Kumar Sridharababu, Syed Sameer Iqbal Fatmi, Dinesh Kumar Selvaraj, Anil Kumar Kanasani, Christoph Schneider, Florian Knupp, Iuliia Tumanova, Ajinkya Prabhune:
HTIE: A Hierarchical Task Identification Framework for E-mails. 78-86 - Anqi Wang, Katerina Potika:
Cyberbullying Classification based on Social Network Analysis. 87-95 - Ziwei Song, Kristie Nguyen, Tien Nguyen, Catherine Cho, Jerry Gao:
Camera-Based Security Check for Face Mask Detection Using Deep Learning. 96-106 - Deepthi Jallepalli, Navya Chennagiri Ravikumar, Poojitha Vurtur Badarinath, Shravya Uchil, Mahima Agumbe Suresh:
Federated Learning for Object Detection in Autonomous Vehicles. 107-114 - Sunanda Das Suchi, Aparna Menon, Ashima Malik, Jie Hu, Jerry Gao:
Crop Identification Based on Remote Sensing Data using Machine Learning Approaches for Fresno County, California. 115-124 - Gülüstan Dogan, Blythe Layne, Seyda Ari, Morgan Glisson, Evan Kurpiewski, Michel Heijnen, Karl Ricanek:
Understanding the Effects on Balance for Elite Platform Divers Using Machine Learning. 125-130 - Chiaoyu Lu, Yushun Fan, Xing Wu, Junqi Zhang:
FMFParking: Federated Matrix Factorization For Parking Lot Recommendation. 131-136 - Umair Mohammad, Fahad Saeed:
Simulation Testbed for Evaluating Distributed Querying and Searching of Mass Spectrometry Big Data in a Network-based Infrastructure. 137-142 - Joffrey L. Leevy, Taghi M. Khoshgoftaar, Jared M. Peterson:
Mitigating Class Imbalance for IoT Network Intrusion Detection: A Survey. 143-148 - John T. Hancock, Taghi M. Khoshgoftaar:
Leveraging LightGBM for Categorical Big Data. 149-154 - Robert K. L. Kennedy, Taghi M. Khoshgoftaar:
An Examination of Neural Networks on Cluster Computers. 155-160 - Du Yu, Guoyan Xu, Zixu Jing, Xing Li:
Improving Representation Learning Incorporating Neighborhood Context and Relational Paths for Knowledge Graph Completion. 161-168 - Mengli Zhao, Xuejie Zhang, Yanling Jin:
Wavelet embedded Attentive Bi-LSTM for Short-term Passenger Flow Forecasting. 177-183 - Guoyan Xu, Tianyi Zhuang, Qirui Zhang, Jerry Zeyu Gao, Jing Huang:
Research on the maximization of influence in social network information dissemination under topic preference. 184-189 - Jimin Wang, Chennan Zhang:
A Similarity Measurement for Multivariate Time Series Based on Variable Clustering. 190-195 - Ralf Gitzel, Arzam Muzaffar Kotriwala, Tobias Fechner, Martin Schiefer:
Using Synthetic Data to Train a Visual Condition Monitoring System for Leak Detection. 196-200 - Hongze Zhao, Ping Ping, Deyin Fu, Jie Hao, Zeyu Gao:
Reversible data hiding based on histogram shifting with sorted pairs of points. 201-207 - Deyin Fu, Ping Ping, Hongze Zhao, Jie Hao, Salma Abdelgadir Elsharif Abdalla, Zeyu Gao:
A reversible data hiding scheme based on multiple residual histogram shifting. 208-213 - Cheng Yong, Yingchi Mao, Wang Yi, Ping Ping, Longbao Wang:
Keywords-Based Dam Defect Image Caption Generation. 214-221 - Marcel Dix, Ashish Chouhan, Srishti Ganguly, Sripada Pradhan, Devika Saraswat, Surbhi Agrawal, Ajinkya Prabhune:
Anomaly detection in the time-series data of industrial plants using neural network architectures. 222-228
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