| 2022 | A Comprehensive Review of Anomaly Detection in Web Logs. Mehryar Majd, Pejman Najafi, Seyed Ali Alhosseini, Feng Cheng, Christoph Meinel |
| 2022 | A Predictor-Corrector Method for Multi-objective Optimization in Fair Machine Learning. Sean Wang, Arielle Carr, Sihong Xie |
| 2022 | Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models. Eric Ingram, Furkan Gursoy, Ioannis A. Kakadiaris |
| 2022 | Accuracy-Fairness Tradeoff in Parole Decision Predictions: A Preliminary Analysis. John W. Gardner, Furkan Gursoy, Ioannis A. Kakadiaris |
| 2022 | An Effective Supplementation of Insufficient Data by Generative Adversarial Networks. Abdulkabir Abdulraheem, Im Young Jung |
| 2022 | An Experimental Analysis on Mining Proportional Process Models from Process Logs. Joo-Eun Bae, Jin-Hyong Lee, Young-In Park, So-Hyang Park, Kyoung-Sook Kim, Kwanghoon Pio Kim |
| 2022 | Anomaly detection of high-dimensional data based on Ensemble GANs with Dropout. Wanghu Chen, Jilong Yao, Meilin Zhou, Jing Li, Mengyang Shen |
| 2022 | Atmospheric Gravity Wave Detection Using Transfer Learning Techniques. Jorge López González, Theodore Chapman, Kathryn Chen, Hannah Nguyen, Logan Chambers, Seraj Al Mahmud Mostafa, Jianwu Wang, Sanjay Purushotham, Chenxi Wang, Jia Yue |
| 2022 | Circular Economy and Construction Supply Chains. Dan Incorvaja, Yasin Celik, Ioan Petri, Omer F. Rana |
| 2022 | Communication and Energy Efficient Edge Intelligence. Sabtain Ahmad |
| 2022 | Compressed Matrix Computations. Matthieu Martel |
| 2022 | Context-aware Resemblance Detection based Deduplication Ratio Prediction for Cloud Storage. Yuqing Geng, Wenlong Tian, Ruixuan Li, Weijun Xiao, Chunping Ouyang, Yongbin Liu, Qifei Liu, Jing Li, Xuming Ye, Zhiyong Xu |
| 2022 | Data Quality and Linguistic Cues for Domain-independent Deception Detection. Casey Hanks, Rakesh M. Verma |
| 2022 | Detection of Uncertainty in Exceedance of Threshold (DUET): An Adversarial Patch Localizer. Terence Jie Chua, Wenhan Yu, Chang Liu, Jun Zhao |
| 2022 | Development of Open-Source, Edge Energy Management System for Tactical Power Networks. Syed Wali, Irfan Khan, Yasir Ali Farrukh, Muhammad Areeb Fasih, Muhammad Hassan Ul Haq, Majida Kazmi |
| 2022 | Differences in Monitoring the DNS Root Over IPv4 and IPv6. Tarang Saluja, John S. Heidemann, Yuri Pradkin |
| 2022 | Enhanced Deep Learning Super-Resolution for Bathymetry Data. Xingyan Li, Jian Li, Zachary Williams, Xin Huang, Mark Carroll, Jianwu Wang |
| 2022 | Extracting Relations Between Sectors. Atakan Kara, F. Serhan Danis, Günce Keziban Orman, Sultan Nezihe Turhan |
| 2022 | Fast Exploratory Analysis with Spatio-temporal Aggregation over Polygonal Regions. Catherine Higgins, Suprio Ray |
| 2022 | FaultHunter: Automatically Detecting Vulnerabilities in C against Fault Injection Attacks. Logan Reichling, Ikran Warsame, Shane Reilly, Austen Brownfield, Nan Niu, Boyang Wang |
| 2022 | Focused Stochastic Neighbor Embedding for Better Preserving Points of Interest. Rafael Baez Ramirez, Sanuj Kumar, Tuan M. V. Le, Huiping Cao |
| 2022 | GeauxTrace: A Scalable Privacy-Protecting Contact Tracing App Design Using Blockchain. Tao Lu, Fang Qi, John Ner, Tianqing Feng, Brian T. Cunningham, Lu Peng |
| 2022 | Honey-CNT based Resistive Switching Device for Neuromorphic Computing Applications. Md. Mehedi Hasan Tanim, Abdi Yamil Vicenciodelmoral, Zoe Templin, Xinghui Zhao, Feng Zhao |
| 2022 | IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2022, Vancouver, WA, USA, December 6-9, 2022 |
| 2022 | Identifying Evolution of Software Metrics by Analyzing Vulnerability History in Open Source Projects. Erik Maza, Kazi Zakia Sultana |
| 2022 | Image Processing and Machine Learning for Tumor Tissue Detection Using MRI Images in Bacteria Based Cancer Therapy. Emily Hitchcock, Sarah Hodges, Kevin Zuang, Rosy J. Lu, Yuanwei Jin, Qiuhong He, Enyue Lu |
| 2022 | JobViewer: Graph-based Visualization for Monitoring High-Performance Computing System. Tommy Dang, Ngan V. T. Nguyen, Jie Li, Alan Sill, Jon R. Hass, Yong Chen |
| 2022 | Learning and Preserving Relationship Privacy in Photo Sharing. Jialin Liu, Lin Li, Na Li |
| 2022 | MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. Sahara Ali, Jianwu Wang |
| 2022 | Mining Large Data to Create a Balanced Vulnerability Detection Dataset for Embedded Linux System. Mansour Alqarni, Akramul Azim |
| 2022 | Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment. Joseph Clark, Anaise Gaillard, Justin Koe, Nithya Navarathna, Daniel J. Kelly, Matthias K. Gobbert, Carlos A. Barajas, Jerimy C. Polf |
| 2022 | Networked and Multimodal 3D Modeling of Cities for Collaborative Virtual Environments. Benjamin Hall, Joseph Kessler, Osayamen Edo-Ohanba, Jaired Collins, Haoxiang Zhang, Nick Allegreti, Ye Duan, Songjie Wang, Kannappan Palaniappan, Prasad Calyam |
| 2022 | Payload-Byte: A Tool for Extracting and Labeling Packet Capture Files of Modern Network Intrusion Detection Datasets. Yasir Ali Farrukh, Irfan Khan, Syed Wali, David A. Bierbrauer, John A. Pavlik, Nathaniel D. Bastian |
| 2022 | Physics Informed Neural Networks: Reducing Data Size Requirements via Hybrid Learning. Charlotte Lew |
| 2022 | Population-Based Hierarchical Non-Negative Matrix Factorization for Survey Data. Xiaofu Ding, Xinyu Dong, Olivia McGough, Chenxin Shen, Annie Ulichney, Ruiyao Xu, William Swartworth, Jocelyn T. Chi, Deanna Needell |
| 2022 | Privacy-Preserving Adversarial Network (PPAN) for Continuous non-Gaussian Attributes. Mohammadhadi Shateri, Fabrice Labeau |
| 2022 | Simulated Forest Environment and Robot Control Framework for Integration with Cover Detection Algorithms. Avi Spector, Wanying Zhu, Jumman Hossain, Nirmalya Roy |
| 2022 | Supporting Green Neuromorphic Computing: Machine Learning Guided Microfabrication for Resistive Random Access Memory. Abdi Yamil Vicenciodelmoral, Md. Mehedi Hasan Tanim, Feng Zhao, Xinghui Zhao |
| 2022 | Surrogate-based Digital Twin for Predictive Fault Modelling and Testing of Cyber Physical Systems. Hayatullahi Bolaji Adeyemo, Rami Bahsoon, Peter Tiño |
| 2022 | Triggerability of Backdoor Attacks in Multi-Source Transfer Learning-based Intrusion Detection. Nour Alhussien, Ahmed Aleroud, Reza Rahaeimehr, Alexander A. Schwarzmann |
| 2022 | Understanding DNS Query Composition at B-Root. Jacob Ginesin, Jelena Mirkovic |