The International Conference on Computing and Data Science (CONF-CDS) is a leading conference on computing technology, machine learning, computer science, and data science. Participants worldwide are welcome to share their findings and inspirations in relevant fields through research papers, speeches, and presentations. CONF-CDS hopes to build an international platform for researchers, scholars, and academicians to carry out academic exchange and thus promote cooperation.This volume contains the papers of the 4th International Conference on Computing and Data Science (CONF-CDS 2022). Submissions were reviewed by the editorial team and professional reviewers. Each paper has been examined and evaluated for its theme, content, structure, language, and other necessary elements of an academic paper. These papers all lie in the field of computing and data science, focusing on various algorithms, machine learning, and neural networks for example.CONF-CDS 2022 was successfully held online during July 16-25, 2022. Authors of high-quality papers were invited to deliver presentations of their works. Prof. Chengzhong Xu from the University of Macau, Prof. Tanzila Saba from Prince Sultan University, Prof. Li Xiong from Emory University, and Prof. Lewis Tseng from Boston College, Massachusetts were invited as keynote speakers and have given brilliant speeches on their latest research and frontier technologies.We would like to give sincere thanks to all authors who have submitted their papers to CONF-CDS 2022, editors and reviewers who guaranteed the quality of papers with their expertise, and the committee members who have devoted themselves to the success of this conference.Hope you may find it enjoyable and draw inspiration from this volume.List of Committee Members are available in the pdf.
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