The 10th International Conference on Machine Learning and Soft Computing (ICMLSC 2026) will be held on February 4-6, 2026 in Osaka, Japan. The conference is supported by Chuo University, Japan, University of Muenster, Germany and Concordia University, Canada. For the past 9 years, ICMLSC went to Tokyo in 2025, Singapore in 2024, went virtual in 2021-2023 (due to the impact of COVID-19), and went to Haiphong City, Da Lat, Phu Quoc Island and Ho Chi Minh City in 2017-2020. This conference is highlighted by more and more audiences who joined us. We look forward to your participation and continued engagement at future ICMLSC series.