東華大學圖書館 |

Artificial neural networks and machine learning - ICANN 2023 = 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023 : proceedings.. Part IX /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Artificial neural networks and machine learning - ICANN 2023/ edited by Lazaros Iliadis ... [et al.].
Reminder of title:	32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023 : proceedings.
remainder title:	ICANN 2023
other author:	Iliadis, Lazaros S.
corporate name:	International Conference on Artificial Neural Networks (European Neural Network Society)
Published:	Cham :Springer Nature Switzerland : : 2023.,
Description:	xxxiv, 523 p. :ill. (chiefly color), digital ;24 cm.
[NT 15003449]:	MEA-TransUNet: a Multiple External Attention Network for Multi-Organ Segmentation -- Membership-Grade Based Prototype Rectification for Fine-Grained Few-Shot Classification -- Multi-grained Aspect Fusion for Review Response Generation -- Multiple Object Tracking based on Variable GIoU-Embedding Matrix and Kalman Filter Compensation -- Multi-relation Identification for Few-shot Document-level Relation Extraction -- Multi-Task Learning for Mongolian Morphological Analysis -- Multi-task Pre-training for Lhasa-Tibetan Speech Recognition -- Mutual Information Dropout: Mutual Information Can Be All You Need -- Non-Outlier Pseudo-Labeling for Short Text Clustering -- Optimal Node Embedding Dimension Selection Using Overall Entropy -- PairEE: A Novel Pairing-Scoring Approach for Better Overlapping Event Extraction -- PCB Component Rotation Detection Based on Polarity Identifier Attention -- PCDialogEval: Persona and Context Aware Emotional Dialogue Evaluation -- PlantDet: A benchmark for Plant Detection in the Three-Rivers-Source Region -- PO-DARTS: Post-Optimizing the Architectures Searched by Differentiable Architecture Search Algorithms -- Predicting high vs low mother-baby synchrony with GRU-based ensemble models -- Properties of the weighted and robust implicitly weighted correlation coefficients -- PSML: Prototype-Based OSSL Framework for Multi-Information Mining -- Pure Physics-Informed Echo State Network of ODE Solution Replicator -- RegionRel:A Framework for Jointly Extracting Relational Triplets by Performing Sub-tasks by Region -- Robustness to Variability and Asymmetry of In-memory On-chip Training -- Selecting Distinctive-Variant Training Samples Base on Intra-class Similarity -- Semantic Information Mining and Fusion Method for Bot Detection -- Semilayer-Wise Partial Quantization without Accuracy Degradation or Back Propagation -- ShadowGAN for Line Drawings Shadow Generation -- Ship Attitude Prediction Based on Dynamic Sliding Window and EEMD-SSA-BiLSTM -- Solving Math Word Problem with External Knowledge and Entailment Loss -- Spatially Invariant and Frequency-Aware CycleGAN for Unsupervised MR-to-CT Synthesis -- Spatio-temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction -- Spatiotemporal model with attention mechanism for ENSO Predictions -- SPM-Diffusion for Temperature Prediction -- S-SOLVER: Numerically stable adaptive step size solver for neural ODEs -- TableSF: A Structural Bias Framework for Table-to-Text Generation -- TCS-LipNet:Temporal & Channel & Spatial Attention-based Lip Reading Network -- The Dynamic Selection of Combination Methods in Classifier Ensembles by Region of Competence -- The progressive detectors and discriminative feature descriptors combining global and local information -- Towards Better Dialogue Utterance Rewriting via a Gated Span-Copy Mechanism -- TSP Combination Optimization with Semi-local Attention Mechanism -- UDCGN: Uncertainty-Driven Cross-Guided Network for Depth Completion of Transparent Objects -- Use of Machine Learning Algorithms to Analyze the Digit Recognizer Problem in an Effective Manner -- Vulnerability Analysis of Continuous Prompts for Pre-trained Language Models.
Contained By:	Springer Nature eBook
Subject:	Neural networks (Computer science) - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-44201-8
ISBN:	9783031442018

Artificial neural networks and machine learning - ICANN 2023 = 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023 : proceedings.. Part IX /
Artificial neural networks and machine learning - ICANN 202332nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023 : proceedings.Part IX /[electronic resource] :ICANN 2023edited by Lazaros Iliadis ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xxxiv, 523 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,142620302-9743 ;. - Lecture notes in computer science ;14262..

MEA-TransUNet: a Multiple External Attention Network for Multi-Organ Segmentation -- Membership-Grade Based Prototype Rectification for Fine-Grained Few-Shot Classification -- Multi-grained Aspect Fusion for Review Response Generation -- Multiple Object Tracking based on Variable GIoU-Embedding Matrix and Kalman Filter Compensation -- Multi-relation Identification for Few-shot Document-level Relation Extraction -- Multi-Task Learning for Mongolian Morphological Analysis -- Multi-task Pre-training for Lhasa-Tibetan Speech Recognition -- Mutual Information Dropout: Mutual Information Can Be All You Need -- Non-Outlier Pseudo-Labeling for Short Text Clustering -- Optimal Node Embedding Dimension Selection Using Overall Entropy -- PairEE: A Novel Pairing-Scoring Approach for Better Overlapping Event Extraction -- PCB Component Rotation Detection Based on Polarity Identifier Attention -- PCDialogEval: Persona and Context Aware Emotional Dialogue Evaluation -- PlantDet: A benchmark for Plant Detection in the Three-Rivers-Source Region -- PO-DARTS: Post-Optimizing the Architectures Searched by Differentiable Architecture Search Algorithms -- Predicting high vs low mother-baby synchrony with GRU-based ensemble models -- Properties of the weighted and robust implicitly weighted correlation coefficients -- PSML: Prototype-Based OSSL Framework for Multi-Information Mining -- Pure Physics-Informed Echo State Network of ODE Solution Replicator -- RegionRel:A Framework for Jointly Extracting Relational Triplets by Performing Sub-tasks by Region -- Robustness to Variability and Asymmetry of In-memory On-chip Training -- Selecting Distinctive-Variant Training Samples Base on Intra-class Similarity -- Semantic Information Mining and Fusion Method for Bot Detection -- Semilayer-Wise Partial Quantization without Accuracy Degradation or Back Propagation -- ShadowGAN for Line Drawings Shadow Generation -- Ship Attitude Prediction Based on Dynamic Sliding Window and EEMD-SSA-BiLSTM -- Solving Math Word Problem with External Knowledge and Entailment Loss -- Spatially Invariant and Frequency-Aware CycleGAN for Unsupervised MR-to-CT Synthesis -- Spatio-temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction -- Spatiotemporal model with attention mechanism for ENSO Predictions -- SPM-Diffusion for Temperature Prediction -- S-SOLVER: Numerically stable adaptive step size solver for neural ODEs -- TableSF: A Structural Bias Framework for Table-to-Text Generation -- TCS-LipNet:Temporal & Channel & Spatial Attention-based Lip Reading Network -- The Dynamic Selection of Combination Methods in Classifier Ensembles by Region of Competence -- The progressive detectors and discriminative feature descriptors combining global and local information -- Towards Better Dialogue Utterance Rewriting via a Gated Span-Copy Mechanism -- TSP Combination Optimization with Semi-local Attention Mechanism -- UDCGN: Uncertainty-Driven Cross-Guided Network for Depth Completion of Transparent Objects -- Use of Machine Learning Algorithms to Analyze the Digit Recognizer Problem in an Effective Manner -- Vulnerability Analysis of Continuous Prompts for Pre-trained Language Models.

The 10-volume set LNCS 14254-14263 constitutes the proceedings of the 32nd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2023, which took place in Heraklion, Crete, Greece, during September 26-29, 2023. The 426 full papers and 9 short papers included in these proceedings were carefully reviewed and selected from 947 submissions. ICANN is a dual-track conference, featuring tracks in brain inspired computing on the one hand, and machine learning on the other, with strong cross-disciplinary interactions and applications.

ISBN: 9783031442018

Standard No.: 10.1007/978-3-031-44201-8doiSubjects--Topical Terms:

582186
Neural networks (Computer science)
--Congresses.

LC Class. No.: QA76.87

Dewey Class. No.: 006.32

Artificial neural networks and machine learning - ICANN 2023 = 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023 : proceedings.. Part IX /
LDR:05005nmm a2200349 a 4500 001 2334536
003 DE-He213
005 20230922095226.0
006 m d
007 cr nn 008maaau
008 240402s2023 sz s 0 eng d
020 $a 9783031442018 $q (electronic bk.)
020 $a 9783031442001 $q (paper)
024 7 $a 10.1007/978-3-031-44201-8 $2 doi
035 $a 978-3-031-44201-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.87
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.32 $2 23
090 $a QA76.87 $b .I61 2023
111 2 $a International Conference on Artificial Neural Networks (European Neural Network Society) $n (32nd : $d 2023 : $c Erakleion, Greece $3 3666206
245 1 0 $a Artificial neural networks and machine learning - ICANN 2023 $h [electronic resource] : $b 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023 : proceedings. $n Part IX / $c edited by Lazaros Iliadis ... [et al.].
246 3 $a ICANN 2023
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xxxiv, 523 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 14262
505 0 $a MEA-TransUNet: a Multiple External Attention Network for Multi-Organ Segmentation -- Membership-Grade Based Prototype Rectification for Fine-Grained Few-Shot Classification -- Multi-grained Aspect Fusion for Review Response Generation -- Multiple Object Tracking based on Variable GIoU-Embedding Matrix and Kalman Filter Compensation -- Multi-relation Identification for Few-shot Document-level Relation Extraction -- Multi-Task Learning for Mongolian Morphological Analysis -- Multi-task Pre-training for Lhasa-Tibetan Speech Recognition -- Mutual Information Dropout: Mutual Information Can Be All You Need -- Non-Outlier Pseudo-Labeling for Short Text Clustering -- Optimal Node Embedding Dimension Selection Using Overall Entropy -- PairEE: A Novel Pairing-Scoring Approach for Better Overlapping Event Extraction -- PCB Component Rotation Detection Based on Polarity Identifier Attention -- PCDialogEval: Persona and Context Aware Emotional Dialogue Evaluation -- PlantDet: A benchmark for Plant Detection in the Three-Rivers-Source Region -- PO-DARTS: Post-Optimizing the Architectures Searched by Differentiable Architecture Search Algorithms -- Predicting high vs low mother-baby synchrony with GRU-based ensemble models -- Properties of the weighted and robust implicitly weighted correlation coefficients -- PSML: Prototype-Based OSSL Framework for Multi-Information Mining -- Pure Physics-Informed Echo State Network of ODE Solution Replicator -- RegionRel:A Framework for Jointly Extracting Relational Triplets by Performing Sub-tasks by Region -- Robustness to Variability and Asymmetry of In-memory On-chip Training -- Selecting Distinctive-Variant Training Samples Base on Intra-class Similarity -- Semantic Information Mining and Fusion Method for Bot Detection -- Semilayer-Wise Partial Quantization without Accuracy Degradation or Back Propagation -- ShadowGAN for Line Drawings Shadow Generation -- Ship Attitude Prediction Based on Dynamic Sliding Window and EEMD-SSA-BiLSTM -- Solving Math Word Problem with External Knowledge and Entailment Loss -- Spatially Invariant and Frequency-Aware CycleGAN for Unsupervised MR-to-CT Synthesis -- Spatio-temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction -- Spatiotemporal model with attention mechanism for ENSO Predictions -- SPM-Diffusion for Temperature Prediction -- S-SOLVER: Numerically stable adaptive step size solver for neural ODEs -- TableSF: A Structural Bias Framework for Table-to-Text Generation -- TCS-LipNet:Temporal & Channel & Spatial Attention-based Lip Reading Network -- The Dynamic Selection of Combination Methods in Classifier Ensembles by Region of Competence -- The progressive detectors and discriminative feature descriptors combining global and local information -- Towards Better Dialogue Utterance Rewriting via a Gated Span-Copy Mechanism -- TSP Combination Optimization with Semi-local Attention Mechanism -- UDCGN: Uncertainty-Driven Cross-Guided Network for Depth Completion of Transparent Objects -- Use of Machine Learning Algorithms to Analyze the Digit Recognizer Problem in an Effective Manner -- Vulnerability Analysis of Continuous Prompts for Pre-trained Language Models.
520 $a The 10-volume set LNCS 14254-14263 constitutes the proceedings of the 32nd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2023, which took place in Heraklion, Crete, Greece, during September 26-29, 2023. The 426 full papers and 9 short papers included in these proceedings were carefully reviewed and selected from 947 submissions. ICANN is a dual-track conference, featuring tracks in brain inspired computing on the one hand, and machine learning on the other, with strong cross-disciplinary interactions and applications.
650 0 $a Neural networks (Computer science) $x Congresses. $3 582186
650 0 $a Machine learning $x Congresses. $3 576368
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computer and Information Systems Applications. $3 3538505
650 2 4 $a Computing Milieux. $3 893243
650 2 4 $a Computer Engineering and Networks. $3 3538504
700 1 $a Iliadis, Lazaros S. $3 1244124
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 14262. $3 3666207
856 4 0 $u https://doi.org/10.1007/978-3-031-44201-8
950 $a Computer Science (SpringerNature-11645)