Intelligence Science V

6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25–28, 2024, Proceedings

AvZhongzhi Shi,Michael Witbrock

Häftad, Engelska, 2025

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Beskrivning

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. These papers have been categorized into the following sections: Machine Learning; Causal Reasoning; Large Language Model; Intelligent Robot; Perceptual Intelligence; AI for Science; Medical Artificial Intelligence.

Produktinformation

Utgivningsdatum:2025-09-30
Mått:155 x 235 x 21 mm
Vikt:587 g
Format:Häftad
Språk:Engelska
Serie:IFIP Advances in Information and Communication Technology
Antal sidor:362
Förlag:Springer International Publishing AG
ISBN:9783031712555

Utforska kategorier

Tillämpad datateknik inom Data och IT
Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

.-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.

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