Neural Information Processing : 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2–6, 2024, Proceedings, Part XVI / / edited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer

• Autore: Mahmud Mufti
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026
• Edizione: 1st ed. 2026.
• Descrizione fisica: 1 online resource (684 pages)
• Disciplina: 006.4
• Soggetto topico: Pattern recognition systems; Data mining; Machine learning; Social sciences - Data processing; Automated Pattern Recognition; Data Mining and Knowledge Discovery; Machine Learning; Computer Application in Social and Behavioral Sciences
• Altri autori: DoborjehMaryam HuangDejiang LeungAndrew Chi Sing DoborjehZohreh TanveerM
• Nota di contenuto: Optimisation of Fibre Selection For Tubes Production in Manufacturing of Optic Cables -- Cross-Domain Evaluation of CNN-based and Generative Adversarial Networks Models’ Generalisability for (D)DoS Attack Detection in CPS and IoT -- Robust Design of Echo State Networks for Soft Sensor Applications Based on Risk-Aware Optimization and Stability Testing -- Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks -- FISHER: An Efficient Sim2sim Training Framework Dedicated in Multi-AUV Target Tracking via Learning from Demonstrations -- Revisiting Cross-Domain Problem for LiDAR-based 3D Object Detection -- Self-Supervised Pretraining-Enhanced Intelligent Quality Control for Ocean Observations with Limited Historical Data -- SHAPE: Smart Shaping with Adaptation Physically Excited Networks -- Accelerating Attentional Generative Adversarial Networks with Sampling Blocks -- Weak Supervision Techniques towards Enhanced ASR Models in Industry-level CRM Systems -- Guided Safe Diffusion: Prohibiting Diffusion Models from Generating Inappropriate Content -- A Fine-Tuned Multi-Classifier Optimization Framework towards Safety-Critical Classes -- Behavior-Driven Data Augmentation for Non-Intrusive Load Monitoring -- Data-Driven Approach to assess and identify gaps in healthcare set up in South Asia -- A Robust Tensor Decomposition Model for Traffic Data Imputation with Capped Frobenius Norm in Smart City -- A Federated Domain Generalization Method by Enhancing Knowledge Distillation With Stylistic Feature Dispatcher -- RetailEye: Supervised Contrastive Learning with Compliance Matching for Retail Shelf Monitoring -- Solving Expensive Dynamic Multi-Objective Problem via Cross-Problem Knowledge Transfer -- XImgCom: Fine-tuned Text-Guided X-ray Image Synthesis for Airport Logistics Based on Hypercomplex Attention -- Multiclass semantic segmentation of satellite Imagery using convolutional neural networks -- PPDA: A Privacy Preserving Framework for Distributed Graph Learning -- MonoTCM: Semantic-Depth Fusion Transformer for Monocular 3D Object Detection with Token Clustering and Merging -- Illumination Estimation and Fourier-Guided Component Prediction for Enhancing Low-Light Images -- Efficient Visual Object Tracking with Temporal Context-Aware Token Learning and Scale Adaptive Token Pruning -- Towards Unveiling the Potential of Fuzzy Values as Features: A Comparative Study in Cybercrime Text Analysis -- Hybrid Niching Differential Evolution with Restart Strategy for Multimodal Optimization -- StreetSyn: A Full Radiance Field Solution for Street and Vehicle Free-View Synthesis.
• Sommario/riassunto: The sixteen-volume set, CCIS 2282-2297, constitutes the refereed proceedings of the 31st International Conference on Neural Information Processing, ICONIP 2024, held in Auckland, New Zealand, in December 2024. The 472 regular papers presented in this proceedings set were carefully reviewed and selected from 1301 submissions. These papers primarily focus on the following areas: Theory and algorithms; Cognitive neurosciences; Human-centered computing; and Applications.
• Titolo autorizzato: Neural Information Processing
• ISBN: 981-9670-36-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911047677503321
• Lo trovi qui: Univ. Federico II
• Serie: Communications in Computer and Information Science, . 1865-0937 ; ; 2297