LEADER 04907nam 22006255 450 001 996664550903316 005 20250624130239.0 010 $a981-9665-82-5 024 7 $a10.1007/978-981-96-6582-2 035 $a(MiAaPQ)EBC32175405 035 $a(Au-PeEL)EBL32175405 035 $a(CKB)39445498500041 035 $a(DE-He213)978-981-96-6582-2 035 $a(EXLCZ)9939445498500041 100 $a20250624d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNeural Information Processing $e31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2?6, 2024, Proceedings, Part III /$fedited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (688 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15288 311 08$a981-9665-81-7 327 $aFreeFlow: A Unified Viewpoint on Diffusion Probabilistic Models via Optimal Transport and Fluid Mechanics -- Optimizing CNNs with Gram Schmidt Non-Iterative Learning for Image Recognition -- Improving Multilingual Speech Recognition with Tucker-compressed Mixture of LoRAs -- MetaFix: Semi-Supervised Model Agnostic Meta-Learning using Consistency Regularization -- Towards Private and Fair Machine Learning: Group-Specific Differentially Private Stochastic Gradient Descent with Threshold Optimization -- LogMoE: Optimizing Mixture of Experts for Log Anomaly Detection via Knowledge Distillation -- Cross-Domain Few-Shot Learning with Equiangular Embedding and Dynamic Adversarial Augmentation -- ?-Net: An Unsupervised Model for Online Graph Time-Series Denoising -- On Learnable Parameters of Optimal and Suboptimal Deep Learning Models -- Aero-engine Condition-Based Maintenance Planning Using Reinforcement Learning -- Multi-Timescale Processing with Heterogeneous Assembly Echo StateNetworks -- ADERec: Adaptive Data Augmentation Sequence Recommendation Based on Dual Network Architecture -- Pruning neural network parameters using recurrent neural networks -- MA-Mamba: Multi-Agent Reinforcement Learning with State Space Model -- Decentralized Extension for Centralized Multi-Agent Reinforcement Learning via Online Distillation -- Advancing RVFL networks: Robust classification with the HawkEye loss function -- An Enhanced MILP-based Verifier for Adversary Robustness of Neural Networks -- Hide-and-Seek GANs for Generation with Limited Data -- Unsupervised Robust Hypergraph Correlation Hashing for MultimediaRetrieval -- Emotional Atmosphere Soft Label for Emotion Recognition in Conversations -- CCATS: Moving Forward with Class-Conditional Time Series Generation -- M3ixTS: Mixing of Multi-patch and Multi-view For Time Series Forecasting -- CSTFormer: Cross Spatial-Temporal Learning Transformer withDynamic Sign Language Recognition through an Augmented Reality Environment -- MmFormer: A Novel Multi-Scale and Multi-Period Transformer Model for Irregular periodic Network Traffc Prediction -- Time Series Anomaly Detection via Temporal Dependencies and Multivariate Correlations Integrating -- Transformer-Based Long Time Series Forecasting with Decoupled Information Extraction and Information Complementarity. 330 $aThe eleven-volume set LNCS 15286-15296 constitutes the refereed proceedings of the 31st International Conference on Neural Information Processing, ICONIP 2024, held in Auckland, New Zealand, in December 2024. The 318 regular papers presented in the proceedings set were carefully reviewed and selected from 1301 submissions. They focus on four main areas, namely: theory and algorithms; cognitive neurosciences; human-centered computing; and applications. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15288 606 $aPattern recognition systems 606 $aData mining 606 $aMachine learning 606 $aAutomated Pattern Recognition 606 $aData Mining and Knowledge Discovery 606 $aMachine Learning 615 0$aPattern recognition systems. 615 0$aData mining. 615 0$aMachine learning. 615 14$aAutomated Pattern Recognition. 615 24$aData Mining and Knowledge Discovery. 615 24$aMachine Learning. 676 $a006.4 700 $aMahmud$b Mufti$01361230 701 $aDoborjeh$b Maryam$01827591 701 $aHuang$b Dejiang$01884775 701 $aLeung$b Andrew Chi Sing$01827593 701 $aDoborjeh$b Zohreh$01827594 701 $aTanveer$b M$01827595 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996664550903316 996 $aNeural Information Processing$94519337 997 $aUNISA