000 07263nam a22006255i 4500
001 978-3-031-44192-9
003 DE-He213
005 20240730200815.0
007 cr nn 008mamaa
008 230921s2023 sz | s |||| 0|eng d
020 _a9783031441929
_9978-3-031-44192-9
024 7 _a10.1007/978-3-031-44192-9
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aArtificial Neural Networks and Machine Learning - ICANN 2023
_h[electronic resource] :
_b32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part V /
_cedited by Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXXXV, 589 p. 206 illus., 186 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14258
505 0 _aA Multi-Task Instruction with Chain of Thought Prompting Generative Framework for Few-Shot Named Entity Recognition -- ANODE-GAN: Incomplete Time Series Imputation by Augmented Neural ODE-based Generative Adversarial Networks -- Boosting Adversarial Transferability through Intermediate Feature -- DaCon: Multi-Domain Text Classification Using Domain Adversarial Contrastive Learning -- Exploring the Role of Recursive Convolutional Layer in Generative Adversarial Networks -- GC-GAN: Photo Cartoonization using Guided Cartoon Generative Adversarial Network -- Generating Distinctive Facial Images from Natural Language Descriptions via Spatial Map Fusion -- Generative Event Extraction via Internal Knowledge-enhanced Prompt Learning -- Improved attention mechanism and adversarial training for respiratory infectious disease text named entity recognition -- Low-frequency Features Optimization for Transferability Enhancement in Radar Target Adversarial Attack -- Multi-Convolution and Adaptive-stride Based Transferable Adversarial Attacks -- Multi-Source Open-Set Image Classification based on Deep Adversarial Domain Adaptation -- SAL: Salient Adversarial Attack with LRP Refinement -- Towards background and foreground color robustness with adversarial right for the right reasons -- Towards Robustness of Large Language Models on Text-to-SQL Task: An Adversarial and Cross-Domain Investigation -- TransNoise: Transferable Universal Adversarial Noise for Adversarial Attack -- A spatial interpolation method based on meta-learning with spatial weighted neural networks -- Adapted Methods for GAN Vocoders via Skip-Connections ISTFT and Cooperative Structure -- An Efficient Approximation Method Based on Enhanced Physics-informed Neural Networks for Solving Localized Wave Solutions of PDEs -- Causal Interpretability and Uncertainty Estimation in Mixture Density Networks -- Connectionist Temporal Sequence Decoding: M-ary Hopfield Neural-network with Multi-limit cycle Formulation -- Explaining, Evaluating and Enhancing Neural Networks' Learned Representations -- Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment -- Generalized Thermostatistics and the Nonequilibrium Landscape Description of Neural Network Dynamics -- Guiding the Comparison of Neural Network Local Robustness: An Empirical Study -- Information-Theoretically Secure Neural Network Training with Flexible Deployment -- LRP-GUS: A visual based data reduction algorithm for Neural Networks -- Mining and Injecting Legal Prior Knowledge to Improve the Generalization Ability of Neural Networks in Chinese Judgments -- Mixed-mode response of Nigral Dopaminergic neurons: an in silico study on SpiNNaker -- Pan-Sharpening with Global Multi-Scale Context Network -- Population Coding Can Greatly Improve Performance of Neural Networks: A Comparison -- Population CodingCan Greatly Improve Performance of Neural Networks: A Comparison -- QuasiNet: a neural network with trainable product layers -- Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings -- Real-time Adaptive Physical Sensor Processing with SNN Hardware -- Regularization for Hybrid N-Bit Weight Quantization of Neural Networks on Ultra-Low Power Microcontrollers -- SGNN: A new method for learning representations on signed networks -- SkaNet: Split Kernel Attention Network -- Syntax-Aware Complex-Valued Neural Machine Translation -- Traffic Flow Prediction Based on Multi-Type Characteristic Hybrid Graph Neural Network -- Whisker Analysis Framework for Unrestricted Mice with Neural Networks -- Adaptive Segmentation Network for Scene Text Detection -- How to Extract and Interact? Nested Siamese Text Matching with Interaction and Extraction -- Label-guided Graphormer for Hierarchy Text Classification -- Text Semantic Matching Research Based on Parallel Dropout -- Towards Better Core Elements Extraction for Customer Service Dialogue Text -- UIT: Unifying Pre-Training Objectives for Image-Text Understanding.
520 _aThe 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, 9 short papers and 9 abstract 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 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_9164935
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aComputers.
_98172
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_9164936
650 2 4 _aComputer Engineering and Networks.
_9164937
650 2 4 _aComputing Milieux.
_955441
700 1 _aIliadis, Lazaros.
_eeditor.
_0(orcid)
_10000-0002-6404-1528
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_973027
700 1 _aPapaleonidas, Antonios.
_eeditor.
_0(orcid)
_10000-0002-0545-7638
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164938
700 1 _aAngelov, Plamen.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_927475
700 1 _aJayne, Chrisina.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164939
710 2 _aSpringerLink (Online service)
_9164940
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031441912
776 0 8 _iPrinted edition:
_z9783031441936
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14258
_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44192-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c96243
_d96243