Sotabase

Career

· Director, CLA (CliftonLarsonAllen)
· Open Source Contributor, YooPaul on GitHub

Publications (94)

Efficient Machine Learning for Big Data: A Review
Big Data Research · 2015
592
cited
From Intrusion Detection to Attacker Attribution: A Comprehensive Survey of Unsupervised Methods
IEEE Communications Surveys and Tutorials · 2018
178
cited
Deep Abstraction and Weighted Feature Selection for Wi-Fi Impersonation Detection
IEEE Transactions on Information Forensics and Security · 2018
177
cited
Data Randomization and Cluster-Based Partitioning for Botnet Intrusion Detection
IEEE Transactions on Cybernetics · 2016
126
cited
Machine Learning Techniques and Use of Event Information for Stock Market Prediction: A Survey and Evaluation
International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06) · 2005
121
cited
Deep-Structured Machine Learning Model for the Recognition of Mixed-Defect Patterns in Semiconductor Fabrication Processes
IEEE transactions on semiconductor manufacturing · 2018
116
cited
IEEE Transactions on Information Forensics and Security
2015
115
cited
Sample Subset Optimization Techniques for Imbalanced and Ensemble Learning Problems in Bioinformatics Applications
IEEE Transactions on Cybernetics · 2014
86
cited
An Enhanced Machine Learning-Based Biometric Authentication System Using RR-Interval Framed Electrocardiograms
IEEE Access · 2019
82
cited
Simplified Subspaced Regression Network for Identification of Defect Patterns in Semiconductor Wafer Maps
IEEE Transactions on Industrial Informatics · 2015
80
cited
Date of publication xxxx 00, 0000, date of current version xxxx 00, 0000
2020
75
cited
Machine-Learning-Based Feature Selection Techniques for Large-Scale Network Intrusion Detection
International Conference on Distributed Computing Systems Workshops · 2014
72
cited
Popularity-Based Video Caching Techniques for Cache-Enabled Networks: A Survey
IEEE Access · 2019
71
cited
Semi-supervised multi-layered clustering model for intrusion detection
Digit. Commun. Networks · 2017
63
cited
Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4
arXiv.org · 2023
63
cited
Randomized General Regression Network for Identification of Defect Patterns in Semiconductor Wafer Maps
IEEE transactions on semiconductor manufacturing · 2015
61
cited
The Intelligent Campus (iCampus): End-to-End Learning Lifecycle of a Knowledge Ecosystem
2010 Sixth International Conference on Intelligent Environments · 2010
57
cited
Opportunistic Spectrum Access in Cognitive Radio Networks Under Imperfect Spectrum Sensing
IEEE Transactions on Vehicular Technology · 2014
51
cited
Explainable artificial intelligence to evaluate industrial internal security using EEG signals in IoT framework
Ad hoc networks · 2021
46
cited
Robust Deep Identification using ECG and Multimodal Biometrics for Industrial Internet of Things
Ad hoc networks · 2021
43
cited
Sotabase
Paul Yoo | Researcher Profile | Sotabase | Sotabase