Neural Information Processing
Springer Nature Switzerland AG (Verlag)
978-981-96-7032-1 (ISBN)
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.
Utilizing Deep Learning to address Temporal and Spatial Dependencies in Weather Forecasting.- Imagined Digits Recognition Based on Masked Electroencephalography Modeling.- THGCN:Temporal Hypergraph Convolutional Network for Subject Independent EEG Emotion Recognition.- ANN-Based Pollution Forecasting Through Short-Term Spatio-Temporal Analysis: A North Island, New Zealand Case Study.- Detection of Animal Movement from Weather Radar using Self-Supervised Learning.- From Concrete to Abstract: A Multimodal Generative Approach to Abstract Concept Learning.- Analysis on Artificial Representations of a Trained AlexNet Model Using the CIFAR-10 Dataset.- Modelling the influence of temperature and rainfall on the spread of African swine fever in Australia.- An EEG-based Spatial-Temporal Hybrid Architecture for Cognitive Load Detection.- Decoding Psychological Stress during Laparoscopic Surgery Training: Insights from EEG.- A Comparison between baseline models and a transformer network for SOC prediction of lithium-ion batteries.- Insights into Long-term Electrical Load Forecasting: Explainable AI approach on Multivariate LSTM.- Artificial Intelligence and Climate Change: A Review of Causes and Opportunities.- Towards a machine learning model to predict cognitive ability using EEG data and virtual spatial navigation task scores in intellectually disabled adults.- HyPeFL: Tackling Data Heterogeneity via Hypernetwork in Personalized Federated Learning.- NeuroGeMS: An open-source GUI software for multimodal modelling in biomedical research and applications.- Multimodal Multiview Graph Convolution Network for the Diagnosis of Alzheimer’s Disease.- DNA-PRIME: Advanced DNA Sequence Compression through Enhanced Feature Fusion and Weight Hashing.- SnE-VNet: A Deep Learning Model with Squeeze and Excitation for Improved 3D Stroke Lesion Segmentation.- Morphology-Guided 3D Skull Gender Identification with Point-BERT.- Cuffless Blood Pressure Measurement From Photoplethysmography through High and low Frequency Information Fusion Attention Mechanism.- Hybrid EEG-fNIRS decoding for fine joint motor imagery of Unilateral Upper Limb with Two-Stage Hybrid Training.- A Neural Network-Augmented Case-Based Reasoning Framework for Weather Risk Modeling using Remote Sensing Data.- Autonomous Design of Floor Plan Based on Architectural Drawings Example without Neighbour Relation.- Using ensemble learning algorithms to integrate multisource remote sensing data for mapping regional forest canopy height.- MTDS: Meta-Path Context Enhanced Drug Combination Synergy Prediction.- A Federated Learning Approach for Genomic Selection in Pigs.- TOP-EEG: a robust software to predict the outcomes of therapies for depression using EEG signals in DGMD domain.- Neural Network as Surrogate Model for Sleep EEG Trajectories and Insomnia Disorder Classification.
| Erscheinungsdatum | 15.06.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | 146 Illustrations, color; 14 Illustrations, black and white |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applied Computing • Artificial Intelligence • Collaborative and social computing • document management and text processing • Education • human-centered computing • Information Retrieval • information systems • Information Systems Applications • Information Theory • machine learning • Operations Research • physical sciences and engineering • semantics and reasoning • Theory and algorithms for application domains • ubiquitous and mobile computing • Visualization |
| ISBN-10 | 981-96-7032-2 / 9819670322 |
| ISBN-13 | 978-981-96-7032-1 / 9789819670321 |
| Zustand | Neuware |
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