Kamran Paynabar

1. Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling
   2023/04/16 by Upala J. Islam, Kamran Paynabar, Islam, Upala Junaida +5 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Microfluidic and Capillary Electrophoresis Applications
2. Dataset: Rare Event Classification in Multivariate Time Series
   2018/09/27 by Chitta Ranjan, Ranjan, Chitta, Reddy, Mahendranath +6 · 1 citation
   Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Advanced Text Analysis Techniques
3. Sequence Graph Transform (SGT): A Feature Embedding Function for Sequence Data Mining
   2016/08/11 by Chitta Ranjan, Samaneh Ebrahimi, Ranjan, Chitta +3 · 1 voice
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #Graph Theory and Algorithms #cs.LG #stat.ML
4. Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing
   2020/04/23 by Hao Yan, Yan, Hao, Marco Grasso +5 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Image-Based Feedback Control Using Tensor Analysis
   2022/12/27 by Zhen Zhong, Zhong Zhen, Kamran Paynabar +2 · 1 citation
   Mathematics · Physics and Astronomy · Engineering · #Tensor decomposition and applications #Model Reduction and Neural Networks #Sparse and Compressive Sensing Techniques
6. Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice
   2024/03/13 by Bianca Maria Colosimo, Bianca M. Colosimo, L. Allison Jones-Farmer +5 · 1 citation
   Decision Sciences · Engineering · Chemistry · #Advanced Statistical Process Monitoring #Fault Detection and Control Systems #Spectroscopy and Chemometric Analyses
7. Deep Learning based Covert Attack Identification for Industrial Control Systems
   2020/09/25 by Dan Li, Paritosh Ramanan, Li, Dan +5 · 1 citation
   Engineering · Computer Science · #Smart Grid Security and Resilience #Network Security and Intrusion Detection #Anomaly Detection Techniques and Applications