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It is our great pleasure to invite you to contribute papers and participate in this premier annual event on research and applications of data mining. The year 2023 marks the 19th anniversary of the International Conference on Advanced Data Mining and Applications (ADMA'23), which will be held in Shenyang, China, 21st August - 23rd August, 2023. It is our great pleasure to present The 19th International Conference on Advanced Data Mining and Applications (ADMA’23). Welcome to The 19th International Conference on Advanced Data Mining and Applications (ADMA’23), August 21-23, Shenyang, China. 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