Zhang, Dalin

1. Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities
   2020/01/21 by Chen, Kaixuan, Zhang, Dalin, Yao, Lina +3 · 11 citations
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
2. AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version
   2021/12/21 by Xinle Wu, Wu, Xinle, Dalin Zhang +9 · 6 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Forecasting Techniques and Applications #Data Visualization and Analytics
3. Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface
   2017/08/22 by Zhang, Dalin, Yao, Lina, Zhang, Xiang +3 · 3 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neurons and Cognition (q-bio.NC)
4. LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
   2023/02/23 by Lai, Zhichen, Zhang, Dalin, Li, Huan +3 · 4 citations
   #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting
   2022/11/29 by Xinle Wu, Dalin Zhang, Wu, Xinle +9 · 5 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
6. Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals
   2017/09/26 by Xiang Zhang, Zhang, Xiang, Lina Yao +9 · 2 citations
   Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Neuroscience and Neural Engineering
7. Uncertainty Quantification for Traffic Forecasting: A Unified Approach
   2022/08/11 by Weizhu Qian, Qian, Weizhu, Dalin Zhang +7 · 3 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
8. Fully Automated Correlated Time Series Forecasting in Minutes
   2024/11/06 by Xinle Wu, Wu, Xinle, Xingjian Wu +11 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
9. E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series
   2024/02/21 by Zhichen Lai, Huan Li, Lai, Zhichen +9 · 3 citations
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
10. LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition
    2024/10/13 by Huan Liu, Liu, Huan, Shusen Yang +13 · 4 citations
    Psychology · #Artificial Intelligence (cs.AI) #Emotion and Mood Recognition #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
11. Conditional Lagrangian Wasserstein Flow for Time Series Imputation
    2024/10/10 by Qian, Weizhu, Zhang, Dalin, Zhao, Yan +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)