- Lulwah Alkulaib, Abdulaziz Alhamadani, Shailik Sarkar, Chang-Tien Lu:
HyperTwitter: A Hypergraph-based Approach to Identify Influential Twitter Users and Tweets. IEEE Big Data 2022: 693-700 - Lulwah Alkulaib, Lei Zhang, Yanshen Sun, Chang-Tien Lu:
Twitter Bot Identification: An Anomaly Detection Approach. IEEE Big Data 2022: 3577-3585 - Melissa R. Allen-Dumas, Sangkeun Lee, Supriya Chinthavali:
Analysis of Correlation between Cold Weather Meteorological Variables and Electricity Outages. IEEE Big Data 2022: 3398-3401 - Abdulsalam Almadani, Abhishek Shivdeo, Emmanuel Agu, Jacques Kpodonu:
Deep Video Action Recognition Models for Assessing Cardiac Function from Echocardiograms. IEEE Big Data 2022: 5189-5199 - Sara A. Alsalamah, Shada Alsalamah, Walaa N. Ismail, Hessah A. Alsalamah, Chang-Tien Lu:
Building a Patient-Centered Virtual Hospital Ecosystem Using Both Access Control and CNN-Based Models. IEEE Big Data 2022: 5200-5209 - Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi:
Feature Selection from Multivariate Time Series Data: A Case Study of Solar Flare Prediction. IEEE Big Data 2022: 4796-4801 - Farah Alshanik, Amy W. Apon, Yuheng Du, Alexander Herzog, Ilya Safro:
Proactive Query Expansion for Streaming Data Using External Sources. IEEE Big Data 2022: 701-708 - Hamad H. Alsheraifi, Hussain M. Sajwani, Saeed M. Aljaberi, Abdelrahman A. Alblooshi, Ali H. Alhashmi, Saoud A. Sharif, Ernesto Damiani:
Using Generative Adversarial Networks to Simulate System Calls of Malicious Android Processes. IEEE Big Data 2022: 6516-6521 - Massimiliano Altieri, Roberto Corizzo, Michelangelo Ceci:
Scalable Forecasting in Sensor Networks with Graph Convolutional LSTM Models. IEEE Big Data 2022: 4595-4600 - Daichi Amagata:
Scalable and Accurate Density-Peaks Clustering on Fully Dynamic Data. IEEE Big Data 2022: 445-454 - Yuan An, Jane Greenberg, Xiaohua Hu, Alexander Kalinowski, Xiao Fang, Xintong Zhao, Scott McClellan, Fernando J. Uribe-Romo, Kyle Langlois, Jacob Furst, Diego A. Gómez-Gualdrón, Fernando Fajardo-Rojas, Katherine Ardila, Semion Saikin, Corey A. Harper, Ron Daniel Jr.:
Exploring Pre-Trained Language Models to Build Knowledge Graph for Metal-Organic Frameworks (MOFs). IEEE Big Data 2022: 3651-3658 - Hyogyun An, Huiju Kim, Hyuntae Park, Victoire Cyrot:
Perceptual-IQ: Visual Commonsense Reasoning about Perceptual Imagination. IEEE Big Data 2022: 6581-6583 - Chrysovalantis Anastasiou, Seon Ho Kim, Cyrus Shahabi:
Generation of Synthetic Urban Vehicle Trajectories. IEEE Big Data 2022: 359-366 - Axel Andersson, Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad:
End-to-end Multiple Instance Learning with Gradient Accumulation. IEEE Big Data 2022: 2742-2746 - Gary Ang, Ee-Peng Lim:
Learning Dynamic Multimodal Implicit and Explicit Networks for Multiple Financial Tasks. IEEE Big Data 2022: 825-834 - Jing Ao, Rada Chirkova:
KGIQ: Scalable Translation of User-Specified Examples into Knowledge-Graph Queries. IEEE Big Data 2022: 3909-3918 - Rick Archibald, Mark R. Cianciosa, Cornwall Lau:
Improving Predictions Under Uncertainty of Material Plasma Device Operations. IEEE Big Data 2022: 3402-3407 - Adel Ardalan, Derek Paulsen, Amanpreet Singh Saini, Walter Cai, AnHai Doan:
Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization. IEEE Big Data 2022: 3975-3981 - Oluwabunmi Ariyo, Jianjun Zheng:
A Study On Security and Privacy Risks of Self-Disclosure On Social Networking Sites During COVID-19 Pandemic. IEEE Big Data 2022: 2828-2832 - Deeksha Arya, Hiroya Maeda, Sanjay Kumar Ghosh, Durga Toshniwal, Hiroshi Omata, Takehiro Kashiyama, Yoshihide Sekimoto:
Crowdsensing-based Road Damage Detection Challenge (CRDDC'2022). IEEE Big Data 2022: 6378-6386 - Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector. IEEE Big Data 2022: 4236-4245 - Akinori Asahara, Yoshihiro Osakabe, Karin Tsuda, Hidekazu Morita:
Interactive Support System for Idea Divergence-Convergence Iteration. IEEE Big Data 2022: 6584-6586 - Sara Asghari, Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani:
On Using Node Indices and Their Correlations for Fake Account Detection. IEEE Big Data 2022: 5656-5661 - Henrique S. Assumpção, Fabrício Souza, Leandro Lacerda Campos, Vinícius T. de Castro Pires, Paulo M. Laurentys de Almeida, Fabricio Murai:
DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs. IEEE Big Data 2022: 709-714 - Shubhi Asthana, Ruchi Mahindru:
Integrated Data Mapping Engine (DaME) for Financial Services. IEEE Big Data 2022: 3462-3471 - Shubhi Asthana, Bing Zhang, Pawan Chowdhary, Taiga Nakamura:
System and Method on Order Management Using Neural Networks and Risk Modeling. IEEE Big Data 2022: 1979-1986 - Md. Rabiul Awal, Minh Dang Nguyen, Roy Ka-Wei Lee, Kenny Tsu Wei Choo:
MUSCAT: Multilingual Rumor Detection in Social Media Conversations. IEEE Big Data 2022: 455-464 - Vahid Azizi, Saayan Mitra, Xiang Chen:
Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations. IEEE Big Data 2022: 2175-2181 - Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao:
Towards Advanced Monitoring for Scientific Workflows. IEEE Big Data 2022: 2709-2715 - Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao:
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows. IEEE Big Data 2022: 3714-3719