Neural Information Processing [E-Book] : 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part VI /

Neural Information Processing [E-Book] : 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part VI / edited by Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt.

The four-volume set CCIS 1791, 1792, 1793 and 1794 constitutes the refereed proceedings of the 29th International Conference on Neural Information Processing, ICONIP 2022, held as a virtual event, November 22-26, 2022. The 213 papers presented in the proceedings set were carefully reviewed and selec...

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Agarwal, Sonali, editor
Ekbal, Asif, editor / Jatowt, Adam, editor / Ozawa, Seiichi, editor / Tanveer, Mohammad, editor
1st edition 2023.
Singapore : Springer, 2023
XXXVI, 714 pages 246 illustrations, 221 illustrations in color (online resource)
englisch
9789819916450
10.1007/978-981-99-1645-0
Communications in Computer and Information Science ; 1793
Application software.
Computer vision.
Education-Data processing.
Machine learning.
Pattern recognition systems.
Social sciences-Data processing.



  • Applications
  • Transfer Learning Based Long Short-Term Memory Network for Financial Time Series Forecasting
  • ScriptNet: A Two Stream CNN for Script Identification in Camera-based Document Images
  • Projected Entangled Pair State Tensor Network for Colour Image and Video Completion
  • Artificial Neural Networks for Downbeat Estimation and Varying Tempo Induction in Music Signals
  • FedSpam: Privacy Preserving SMS Spam Detection
  • Point Cloud Completion with Difference-aware Point Voting
  • External Knowledge and Data Augmentation Enhanced Model for Chinese Short Text Matching
  • Improving Oracle Bone Characters Recognition via A CycleGAN-based Data Augmentation Method
  • Local-Global Interaction and Progressive Aggregation for Video Salient Object Detection
  • A Fast Stain Normalization Network for Cervical Papanicolaou Images
  • MEW: Evading Ownership Detection Against Deep Learning Models
  • Spatial-Temporal Graph Transformer for Skeleton-Based Sign Language Recognition
  • Combining Traffic Assignment and Traffic Signal Control for Online Traffic Flow Optimization
  • Convolve with Wind: Parallelized Line Integral Convolutional Network for Ultra Short-term Wind Power Prediction of Multi-wind Turbines
  • BOTTOM-UP TRANSFORMER REASONING NETWORK FOR TEXT-IMAGE RETRIEVAL
  • Graph Attention Mixup Transformer for Graph Classification
  • Frequency Spectrum with Multi-head Attention for Face Forgery Detection
  • Autoencoder-based Attribute Noise Handling Method for Medical Data
  • A Machine-Reading-Comprehension Method for Named Entity Recognition in Legal Documents
  • Cross-Modality Visible-Infrared Person Re-Identification with Multi-Scale Attention and Part Aggregation
  • Bearing Fault Diagnosis based on Dynamic Convolution and Multi-scale Gradient Information Aggregation Under Variable Working Conditions
  • Automatic Language Identification for Celtic Texts
  • Span Detection for Kinematics Word Problems
  • Emotion-aided Multi-modal Personality Prediction System
  • Kernel Inversed Pyramidal Resizing Network for Efficient Pavement Distress Recognition
  • Deep Global and Local Matching Network for Implicit Recommendation
  • A Bi-Hemisphere Capsule Network Model for Cross-Subject EEG Emotion Recognition
  • Attention 3D Fully Convolutional Neural Network for False Positive Reduction of Lung Nodule Detection
  • A Novel Optimized Context-Based Deep Architecture for Scene Parsing
  • Resnet-2D-ConvLstm: A means to extract features from Hyperspectral Image
  • An application of MCDA methods in sustainable information systems
  • Decision support system for sustainable transport development
  • Image Anomaly Detection and Localization Using Masked Autoencoder
  • Cross-domain Object Detection Model via Contrastive Learning with Style Transfer
  • A Spatio-temporal Event Data Augmentation Method for Dynamic Vision Sensor
  • FCFNet: a Network Fusing Color Features and Focal Loss for Diabetic Foot Ulcer Image Classification
  • ClusterUDA: Latent Space Clustering in Unsupervised Domain Adaption for Pulmonary Nodule Detection
  • Image Captioning with Local-Global Visual Interaction Network
  • Rethinking Voxelization and Classification for 3D Object Detection
  • GhostVec: Directly Extracting Speaker Embedding from End-to-End Speech Recognition Model using Adversarial Examples
  • An End-to-End Chinese and Japanese Bilingual Speech Recognition Systems with Shared Character Decomposition
  • An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection
  • Investigating Effective Domain Adaptation Method for Speaker Verification Task
  • Real-time inertial foot-ground contact detection based on SVM
  • Channel Spatial Collaborative Attention Network for Fine-grained Classification of Cervical Cells
  • Multimodal Learning of Audio-visual Speech Recognition with Liquid State Machine
  • Identification of Fake News: A Semantic Driven Technique for Transfer Domain
  • Portrait Matting Network with Essential Feature Mining and Fusion
  • Hybrid-Supervised Network for 3D Renal Tumor Segmentation in Abdominal CT
  • Double Attention-based Lightweight Network for Plant Pest Recognition
  • A Deep Investigation of RNN and Self-attention for the Cyrillic-Traditional Mongolian Bidirectional Conversion
  • Sequential Recommendation based on Multi-View Graph Neural Networks
  • Cross-Domain Reinforcement Learning for Sentiment Analysis
  • PPIR-Net: An Underwater Image Restoration Framework Using Physical Priors
  • Denoising fMRI Message on Population Graph for Multi-site Disease Prediction
  • CATM: Candidate-aware Temporal Multi-head Self-attention News Recommendation Model
  • Variational Graph Embedding for Community Detection
  • Counterfactual Causal Adversarial Networks for Domain Adaptation.