Advances in Computer Science and Ubiquitous Computing

Random Forest in Federated Learning Setting.- TL-SMOTE: Re-balancing data in Federated Learning for Anomaly detection.- Gaussian Pseudospectral Optimization Driven Neural Network Planning of Obstacle Avoidance Trajectory.- Research on synchronous control method of dual motor based on ADRC speed compensation.- MDagg: A new Aggregation Method using Mahalanobis Distance.- Graphormer-NAS: Graph Transformer For Neural Architecture Search.

Ji Su Park received his B.S., M.S. degrees in Computer Science from Korea National Open University, Korea, in 2003, 2005, respectively and Ph.D. degrees in Computer Science Education from Korea University, 2013. He is currently a Professor in Dept. of Computer Science and Engineering from Jeonju University in Korea. His research interests are in Mobile grid computing, Mobile cloud computing, Cloud computing, Distributed system, Computer education, and IoT.  He is employed as editor-in-chief of KIPS Transactions on Software and Data Engineering and managing editor of Human-centric Computing and Information Sciences (HCIS), the Journal of Information Processing Systems (JIPS). In addition, he has been serving as a Guest Editor for international journals by some publishers: Springer, MDPI, KIPS. He has received "best paper" awards from the CSA2018, BIC2021, CSA2021 conferences and "outstanding service" awards from CUTE2019 and BIC2020. He has also served as the chair, program committee chair or organizing committee chair at several international conferences including World IT Congress, MUE, FutureTech, CSA, CUTE, BIC.





Dr. Laurence T. Yang is the Academic Vice-President and Dean of School of Computer Science and Technology, Hainan University, China. He has published 250+ papers in the Cyber-Physical-Social Systems area on top IEEE/ACM Transactions including 8 and 41 papers as top 0.1% and top 1% highly-cited ESI papers, respectively. He has been involved actively as a chair of 4 IEEE Technical Committees and a steering chair for 10+ IEEE international conferences, invited to give around 50 keynote talks at various international conferences and symposia.He is a member of Academia Europaea, the Academy of Europe (2021), a fellow of Institution of Engineering and Technology (2020), Institute of Electrical and Electronics Engineers (2020), Engineering Institute of Canada (2019), Canadian Academy of Engineering (2017),