Neural Information Processing: 31st International Conference, ICONIP 2024, Auckland, New Zealand, December 26, 2024, Proceedings, Part XV [Mīkstie vāki]

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 Alzheimers 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.