Reinforcement Learning Control for Biped Robot Walking on Uneven Surfaces. - Shouyi Wang; Jelmer Braaksma; Robert Babuska; Daan G. E. Hobbelen (IJCNN, 2006)

Implementation of Embedded Web Server Based on Mc9s12ne64. - Yong Zhang; Shouyi Wang (DBTA, 2009)

A novel reinforcement learning framework for online adaptive seizure prediction. - Shouyi Wang; Wanpracha Art Chaovalitwongse; Stephen Wong (BIBM, 2010)

Pattern- and Network-Based Classification Techniques for Multichannel Medical Data Signals to Improve Brain Diagnosis. - Wanpracha Art Chaovalitwongse; Rebecca S. Pottenger; Shouyi Wang; Ya-Ju Fan; Leonidas D. Iasemidis (IEEE Trans. Syst. Man Cybern. Part A, 2011)

Early Detection of Numerical Typing Errors Using Data Mining Techniques. - Shouyi Wang; Cheng-Jhe Lin; Changxu Wu; Wanpracha Art Chaovalitwongse (IEEE Trans. Syst. Man Cybern. Part A, 2011)

Machine Learning Algorithms in Bipedal Robot Control. - Shouyi Wang; Wanpracha Art Chaovalitwongse; Robert Babuska (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Online Seizure Prediction Using an Adaptive Learning Approach. - Shouyi Wang; Wanpracha Art Chaovalitwongse; Stephen Wong (IEEE Trans. Knowl. Data Eng., 2013)

A gradient-based adaptive learning framework for online seizure prediction. - Shouyi Wang; Wanpracha Art Chaovalitwongse; Stephen Wong (Int. J. Data Min. Bioinform., 2014)

Pattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation. - KinMing Kam; Shouyi Wang; Stephen R. Bowen; Wanpracha Art Chaovalitwongse (AAAI, 2015)

Online Prediction of Driver Distraction Based on Brain Activity Patterns. - Shouyi Wang; Yiqi Zhang; Changxu Wu; Felix Darvas; Wanpracha Art Chaovalitwongse (IEEE Trans. Intell. Transp. Syst., 2015)

An Efficient Time Series Subsequence Pattern Mining and Prediction Framework with an Application to Respiratory Motion Prediction. - Shouyi Wang; KinMing Kam; Cao Xiao; Stephen R. Bowen; Wanpracha Art Chaovalitwongse (AAAI, 2016)

A Comprehensive Feature and Data Mining Study on Musician Memory Processing Using EEG Signals. - KinMing Kam; James Schaeffer; Shouyi Wang; Heekyeong Park (BIH, 2016)

Prediction of Seizure Spread Network via Sparse Representations of Overcomplete Dictionaries. - Feng Liu 011; Wei Xiang; Shouyi Wang; Bradley Lega (BIH, 2016)

Pattern Classification and Analysis of Memory Processing in Depression Using EEG Signals. - Kin Ming Puk; Kellen C. Gandy; Shouyi Wang; Heekyeong Park (BIH, 2016)

A Novel Mutual-Information-Guided Sparse Feature Selection Approach for Epilepsy Diagnosis Using Interictal EEG Signals. - Shouyi Wang; Cao Xiao; Jeffrey J. Tsai 003; Wanpracha Art Chaovalitwongse; Thomas J. Grabowski (BIH, 2016)

An integrated feature ranking and selection framework for ADHD characterization. - Cao Xiao; Jesse Bledsoe; Shouyi Wang; Wanpracha Art Chaovalitwongse; Sonya H. Mehta; Margaret Semrud-Clikeman; Thomas J. Grabowski (Brain Informatics, 2016)

Using Wireless EEG Signals to Assess Memory Workload in the n-Back Task. - Shouyi Wang; Jacek Gwizdka; W. Art Chaovalitwongse (IEEE Trans. Hum. Mach. Syst., 2016)

A Patient-Specific Model for Predicting Tibia Soft Tissue Insertions From Bony Outlines Using a Spatial Structure Supervised Learning Framework. - Cao Xiao; Shouyi Wang; Liying Zheng; Xudong Zhang; Wanpracha Art Chaovalitwongse (IEEE Trans. Hum. Mach. Syst., 2016)

A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping. - Feng Liu 011; Shouyi Wang; Jay M. Rosenberger; Jianzhong Su; Hanli Liu (AAAI, 2017)

Supervised EEG Source Imaging with Graph Regularization in Transformed Domain. - Feng Liu 011; Jing Qin 003; Shouyi Wang; Jay M. Rosenberger; Jianzhong Su (BI, 2017)

EEG source imaging based on spatial and temporal graph structures. - Jing Qin 003; Feng Liu 011; Shouyi Wang; Jay M. Rosenberger (IPTA, 2017)

Supervised Discriminative EEG Brain Source Imaging with Graph Regularization. - Feng Liu 011; Rahilsadat Hosseini; Jay M. Rosenberger; Shouyi Wang; Jianzhong Su (MICCAI (1), 2017)

An Interactive Multisensing Framework for Personalized Human Robot Collaboration and Assistive Training Using Reinforcement Learning. - Konstantinos Tsiakas; Michalis Papakostas; Michail Theofanidis; Morris Bell; Rada Mihalcea; Shouyi Wang; Mihai Burzo; Fillia Makedon (PETRA, 2017)

Applied optimization and data mining. - W. Art Chaovalitwongse; Chun-An Chou; Zhe Liang; Shouyi Wang (Ann. Oper. Res., 2017)

Temporal dynamics of eye-tracking and EEG during reading and relevance decisions. - Jacek Gwizdka; Rahilsadat Hosseini; Michael J. Cole; Shouyi Wang (J. Assoc. Inf. Sci. Technol., 2017)

Graph Regularized EEG Source Imaging with In-Class Consistency and Out-Class Discrimination. - Feng Liu 011; Jay M. Rosenberger; Yifei Lou; Rahilsadat Hosseini; Jianzhong Su; Shouyi Wang (IEEE Trans. Big Data, 2017)

Construction of Sparse Weighted Directed Network (SWDN) from the Multivariate Time-Series. - Rahilsadat Hosseini; Feng Liu 011; Shouyi Wang (BI, 2018)

Estimating Latent Brain Sources with Low-Rank Representation and Graph Regularization. - Feng Liu 011; Shouyi Wang; Jing Qin 003; Yifei Lou; Jay M. Rosenberger (BI, 2018)

Uncovering Dynamic Functional Connectivity of Parkinson's Disease Using Topological Features and Sparse Group Lasso. - Kin Ming Puk; Wei Xiang; Shouyi Wang; Cao (Danica) Xiao; W. Art Chaovalitwongse; Tara M. Madhyastha; Thomas J. Grabowski (BI, 2018)

Linear Programming for Multi-Agent Demand Response. - Alireza Fallahi; Jay M. Rosenberger; Victoria C. P. Chen; Wei-Jen Lee; Shouyi Wang (IEEE Access, 2019)

Probing Protein Allostery as a Residue-Specific Concept via Residue Response Maps. - Hamed S. Hayatshahi; Emilio Ahuactzin; Peng Tao 001; Shouyi Wang; Jin Liu 005 (J. Chem. Inf. Model., 2019)

Improved Winter Wheat Spatial Distribution Extraction from High-Resolution Remote Sensing Imagery Using Semantic Features and Statistical Analysis. - Feng Li; Chengming Zhang 002; Wenwen Zhang; Zhigang Xu; Shouyi Wang; Genyun Sun; Zhenjie Wang (Remote. Sens., 2020)

Erratum: Wang, S., et al. Improved Winter Wheat Spatial Distribution Extraction Using a Convolutional Neural Network and Partly Connected Conditional Random Field. Remote Sensing 2020, 12, 821. - Shouyi Wang; Zhigang Xu; Chengming Zhang 002; Yuanyuan Wang; Shuai Gao; Hao Yin; Ziyun Zhang (Remote. Sens., 2020)

Improved Winter Wheat Spatial Distribution Extraction Using A Convolutional Neural Network and Partly Connected Conditional Random Field. - Shouyi Wang; Zhigang Xu; Chengming Zhang 002; Jinghan Zhang 005; Zhongshan Mu; Tianyu Zhao; Yuanyuan Wang; Shuai Gao; Hao Yin; Ziyun Zhang (Remote. Sens., 2020)

A Statistician Teaches Deep Learning. - G. Jogesh Babu; David Banks; Hyunsoon Cho; David Han; Hailin Sang; Shouyi Wang (CoRR, 2021)

An Adaptive Pattern Learning Framework to Personalize Online Seizure Prediction. - Cao Xiao; Shouyi Wang; Leonidas D. Iasemidis; Stephen Wong; Wanpracha Art Chaovalitwongse (IEEE Trans. Big Data, 2021)

EEG Source Imaging using GANs with Deep Image Prior. - Yaxin Guo; Meng Jiao; Guihong Wan; Jing Xiang; Shouyi Wang; Feng Liu 011 (EMBC, 2022)

Content-oriented or persona-oriented? A text analytics of endorsement strategies on public willingness to participate in citizen science. - Wei Wang 215; Lihuan Guo; Yenchun Jim Wu; Mark Goh; Shouyi Wang (Inf. Process. Manag., 2022)

Sparse group selection and analysis of function-related residue for protein-state recognition. - Fangyun Bai; Kin Ming Puk; Jin Liu 005; Hongyu Zhou; Peng Tao 001; Wenyong Zhou; Shouyi Wang (J. Comput. Chem., 2022)

Emotion Recognition and EEG Analysis Using ADMM-Based Sparse Group Lasso. - Kin Ming Puk; Shouyi Wang; Jay M. Rosenberger; Kellen C. Gandy; Haley Nicole Harris; Yuan Bo Peng; Anne Nordberg; Peter Lehmann; Jodi Tommerdahl; Jung-Chih Chiao (IEEE Trans. Affect. Comput., 2022)

Research on Cooperative Navigation Algorithm for UAV Cluster Based on Belief Propagation. - Fangdong Li; Qinghua Zeng; Shouyi Wang; Bowen Li; Zhi Xiong; Yineng Li (ISCSIC, 2023)

A Deep Learning-Based Brain Age Prediction Model for Preterm Infants via Neonatal MRI. - Jiajie Tang; Pu Yang; Bingbing Xie; Cong Wei; Lianting Hu; Shouyi Wang; Yuxuan Jiang 013; Ruizhuo Li; Hang Zhou; Haiqing Xu; Qirong Wan; Jin Han; et al. (IEEE Access, 2023)

Identification of Family-Specific Features in Cas9 and Cas12 Proteins: A Machine Learning Approach Using Complete Protein Feature Spectrum. - Sita Sirisha Madugula; Pranav Pujar; Bharani Nammi; Shouyi Wang; Vindi M. Jayasinghe-Arachchige; Tyler Pham; Dominic Mashburn; Maria Artiles; Jin Liu 005 (J. Chem. Inf. Model., 2024)

Prediction of Vacuum Ultraviolet/Ultraviolet Gas-Phase Absorption Spectra Using Molecular Feature Representations and Machine Learning. - Linh Ho Manh; Victoria C. P. Chen; Jay M. Rosenberger; Shouyi Wang; Yujing Yang; Kevin A. Schug (J. Chem. Inf. Model., 2024)

Fault Detection and Interactive Multiple Models Optimization Algorithm Based on Factor Graph Navigation System. - Shouyi Wang; Qinghua Zeng; Chen Shao; Fangdong Li; Jianye Liu (Remote. Sens., 2024)

Artificial Intelligence (AI)-based Customer Relationship Management (CRM): a comprehensive bibliometric and systematic literature review with outlook on future research. - Dervis Ozay; Mohammad Jahanbakht; Atefeh Shoomal; Shouyi Wang (Enterp. Inf. Syst., 2024)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CVPR Workshops, 2025)

Exploring the Intersection of Big Data and AI With CRM Through Descriptive, Network, and Contextual Methods. - Dervis Ozay; Mohammad Jahanbakth; Shouyi Wang (IEEE Access, 2025)

Prototype web-based platform for the calculation of crop water stress index for irrigation scheduling - An application note. - Huihui Zhang 001; Linh Ho Manh; Dang Ho Ha; Allan Andales; Shouyi Wang (Comput. Electron. Agric., 2025)

Efficient image super resolution via Mixed Window and Dimension Interaction. - Shouyi Wang; Gang Liu; Xiao Liu; Xiangyu Liao; Chao Ren 002 (Neurocomputing, 2025)

PFCPNet: A progressive feature correction and prompt network for robust real-world image denoising. - Shouyi Wang; Yizhong Pan; Xiaohai He; Zhengyong Wang; Chao Ren 002 (Neurocomputing, 2025)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CoRR, 2025)

A Roadmap for Climate-Relevant Robotics Research. - Alan Papalia; Charles Dawson 001; Laurentiu L. Anton; Norhan Bayomi; Bianca Champenois; Jung-Hoon Cho; Levi Cai; Joseph DelPreto; Kristen Edwards; Bilha-Catherine Githinji; Cameron Hickert; Vindula Jayawardana; et al. (CoRR, 2025)