This book constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Mobile Services, AIMS 2023, Held as Part of the Services Conference Federation, SCF 2023, Honolulu, HI, USA, September 23–26, 2023.The 9 full papers presented together and selected from 16 submissions.

Research Track.- Artificial Bee Colony Algorithm Based on Improved Search Strategy.- Pathological Voice Recognition Based on Multi-Feature Fusion.- A Generative Model for Structured Sentiment Analysis.- Artificial Bee Colony Algorithm Based on Improved Search Strategy.- Traffic Flow Prediction Based on Attention Mechanism Convolutional Neural Network.- Application Track.- Design and Implementation of IoT-Enabled Intelligent Fire Detection System Using Neural Networks.- Integrating State-Of-The-Art Face Recognition and Anti-Spoofing Techniques Into Enterprise Information Systems.- The Load Forecasting of Special Transformer Users Based on Unsupervised Fusion Model.- Edge AI Patterns.

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