國立虎尾科技大學 |

Intelligence science V = 6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25-28, 2024 : proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Intelligence science V/ edited by Zhongzhi Shi, Michael Witbrock, Qi Tian.
Reminder of title:	6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25-28, 2024 : proceedings /
remainder title:	Intelligence science 5
other author:	Shi, Zhongzhi.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xxiii, 362 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
Subject:	Computational intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-71253-1
ISBN:	9783031712531

Intelligence science V = 6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25-28, 2024 : proceedings /
Intelligence science V6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25-28, 2024 : proceedings /[electronic resource] :Intelligence science 5edited by Zhongzhi Shi, Michael Witbrock, Qi Tian. - Cham :Springer Nature Switzerland :2025. - xxiii, 362 p. :ill. (some col.), digital ;24 cm. - IFIP advances in information and communication technology,7201868-422X ;. - IFIP advances in information and communication technology ;390..

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.

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.

ISBN: 9783031712531

Standard No.: 10.1007/978-3-031-71253-1doiSubjects--Topical Terms:

569147
Computational intelligence
--Congresses.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Intelligence science V = 6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25-28, 2024 : proceedings /
LDR:04079nam a2200361 a 4500 001 1159790
003 DE-He213
005 20240929130235.0
006 m d
007 cr nn 008maaau
008 251029s2025 sz s 0 eng d
020 $a 9783031712531 $q (electronic bk.)
020 $a 9783031712524 $q (paper)
024 7 $a 10.1007/978-3-031-71253-1 $2 doi
035 $a 978-3-031-71253-1
040 $a GP $c GP
041 0 $a eng
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q342 $b .I23 2024
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Intelligence science V $h [electronic resource] : $b 6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25-28, 2024 : proceedings / $c edited by Zhongzhi Shi, Michael Witbrock, Qi Tian.
246 3 $a Intelligence science 5
246 3 $a ICIS 2024
260 $a Cham : $c 2025. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xxiii, 362 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a IFIP advances in information and communication technology, $x 1868-422X ; $v 720
505 0 $a 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.
520 $a 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.
650 0 $a Computational intelligence $v Congresses. $3 569147 $3 727813
650 0 $a Cognition $3 576050
650 0 $a Soft computing $v Congresses. $3 671441 $3 727809
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer Vision. $3 1127422
650 2 4 $a Computer and Information Systems Applications. $3 1365732
650 2 4 $a Automated Pattern Recognition. $3 1365734
650 2 4 $a Computers and Education. $3 669806
700 1 $a Shi, Zhongzhi. $3 669862
700 1 $a Witbrock, Michael. $3 1487089
700 1 $a Tian, Qi. $3 1103835
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a IFIP advances in information and communication technology ; $v 390. $3 881349
856 4 0 $u https://doi.org/10.1007/978-3-031-71253-1
950 $a Computer Science (SpringerNature-11645)