This book constitutes the refereed proceedings of the 6th IFIP TC 12 International Conference on Intelligence Science, ICIS 2024, held in Nanjing, China, in October 25-28, 2024. The 23 full papers and 2 short papers presented here were carefully reviewed and selected from 32 submissions.

.-Machine Learning. .- Difference-Enhanced Learning of the Deep Semantic Segmentation Networks for First Break Picking. .- A Framework of Reinforcement Learning for Truncated L´evy Flight Exploratory. .- Detection of depression in EEG Signals Based on Convolutional transformer and adaptive transfer learning. .- Twin Bounded Least Squares Support Vector Regression. .-MLEE: Event Extraction as Multi-Label Classification Task at Token Level. .- Research on Improvement of Sweeping Learning Chain Algorithm Based on Factor Space Theory. .- End-to-End Control of a Quadrotor Using Gaussian Ensemble Model-Based Reinforcement Learning. .- Causal Reasoning. .- Research on the Causal Forest Algorithm based on Factor Space Theory. .- Superpositioner – A Non-logical Computation Model. .- Research on Factor Support Vector Multi-classification Algorithm based on Factor Space Theory. .- Large Language Model. .-Improve LLM Inference Performance with Matrix Decomposition Strategies. .- Intelligent Robot. .- Trajectory Prediction of Unmanned Surface Vehicle Based on Improved Transformer. .- Deep Neural Network Based Relocalization of Mobile Robot in Visual SLAM. .- A Vision-Based Method for UAV Autonomous Landing Area Detection. .- Perceptual Intelligence. .- Research on Object Detection for Intelligent Sensing of Navigation Mark in Yangtze River. .- Cascaded Sliding-Window-based Relativistic GAN Fusion for Perceptual and Consistent Video Super-Resolution. .- Integration of Raman Spectroscopy, On-line Microscopic Imaging and Deep learning-based Image Analysis for Real-time Monitoring of Cell Culture Process. .- DRL-SLAM: Enhanced Object Detection Fusion with Improved YOLOv8. .- Driver Fatigue Recognition Based on EEG Signal and Semi-Supervised Learning. .- SC-EcapaTdnn : ECAPA-TDNN with Separable Convolutional for Speaker Recognition. .- AI for Science. .-  Evolving Financial Markets: The Impact and Efficiency of AI-Driven Trading Strategies. .-DSFM Method: A New Approach to Enhancing Discrimination Ability on AI-Generated Datasets. .- Medical Artificial Intelligence. .- Enhancing Weakly Supervised Medical Segmentation via Heterogeneous Co-training with Box-wise Augmentation and Pseudo-label Filtering. .- FCGA-Former: A Hybrid Factor Space Classification Model for Predicting the Tumor Mutation Burden of Lung Adenocarcinoma.