Aickelin, Uwe

1. Information-theoretic analysis for transfer learning
   2020/05/18 by Xuetong Wu, Jonathan H. Manton, Wu, Xuetong +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM
2. On the Generalization for Transfer Learning: An Information-Theoretic Analysis
   2022/07/12 by Xuetong Wu, Wu, Xuetong, Jonathan H. Manton +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
3. ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
   2024/05/23 by Le, Xuan-May, Luo, Ling, Aickelin, Uwe +1 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. An audio CAPTCHA to distinguish humans from computers
   2013/06/12 by Haichang Gao, Gao, Haichang, Honggang Liu +7 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Innovative Human-Technology Interaction #User Authentication and Security Systems
5. Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams
   2016/07/20 by Jiangang Ma, Ma, Jiangang, Le Sun +7 · 1 citation
   Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques
6. CRNN: A Joint Neural Network for Redundancy Detection
   2017/06/04 by Fu, Xinyu, Ch'ng, Eugene, Aickelin, Uwe +1 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. A Synthetic Over-sampling method with Minority and Majority classes for imbalance problems
   2020/11/09 by Khorshidi, Hadi A., Aickelin, Uwe · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms
   2021/09/03 by Wu, Xuetong, Manton, Jonathan H., Aickelin, Uwe +1 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
9. Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data
   2022/11/26 by Yuan Sun, Winton Nathan-Roberts, Sun, Yuan +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Viral Infectious Diseases and Gene Expression in Insects
10. Survey on Leveraging Uncertainty Estimation Towards Trustworthy Deep Neural Networks: The Case of Reject Option and Post-training Processing
    2023/04/11 by Hasan, Mehedi, Abdar, Moloud, Khosravi, Abbas +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models
    2022/05/10 by Xuetong Wu, Mingming Gong, Wu, Xuetong +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)