Advanced data mining and applications : Part II / 19th International Conference, ADMA 2023, Shenyang, China, August 21-23, 2023, Proceedings. Xiaochun Yang, Heru Suhartanto, Guoren Wang, Bin Wang, Jing Jiang, Bing Li, Huaijie Zhu, Ningning Cui, editors.
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| Korporativní autor: | |
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| Další autoři: | , , , , , , , |
| Médium: | E-kniha |
| Jazyk: | English |
| Vydáno: |
Cham :
Springer,
2023.
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| Edice: | Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 14177. LNCS sublibrary. Artificial intelligence. |
| Témata: | |
| On-line přístup: | Click for online access |
Obsah:
- Knowledge Graph
- Improving Distance Based Knowledge Graph Embedding via Contrastive Learning
- Knowledge Graph Completion with Information Adaptation and Refinement
- Duet Representation Learning with Entity Multi-Attribute Information in Knowledge Graphs
- TKGAT: Temporal Knowledge Graph Representation Learning Using Attention Network
- Separate-and-Aggregate: A Transformer-based Patch Refinement Model for Knowledge Graph Completion
- Two Birds With One Stone: An Link Prediction Model for Knowledge Hypergraph Based on Fully-Connected Tensor Decomposition
- HEM: an improved parametric link prediction algorithm based on hybrid network evolution mechanism
- Joint embedding of local structures and evolutionary patterns for temporal link prediction
- Multimedia
- DQN-based Stitching Algorithm for Unmanned Aerial Vehicle Images
- HM-QCNN: Hybrid Multi-branches Quantum-Classical Neural Network for image classification
- DetOH: An Anchor-free Object Detector with Only Heatmaps
- LAANet: An Efficient Automatic Modulation Recognition Model Based on LSTM-Autoencoder and Attention Mechanism
- A Compact Phoneme-To-Audio Aligner for Singing Voice
- Song-to-Video Translation: Writing a Video from Song Lyrics Based on Multimodal Pre-Training
- Medical Image Analysis
- Breast Cancer Histopathology Image Classification Using Frequency Attention Convolution Network
- Wavelet-SVDD: Anomaly Detection and Segmentation with Frequency Domain Attention
- Anatomical-Functional Fusion Network for Lesion Segmentation using Dual-view CEUS
- SpMVNet: Spatial Multi-view Network for Head and Neck Organs at Risk Segmentation
- SNN-BS: A Clinical Terminology Standardization Method using Siamese Networks with Batch Sampling Strategy
- Natural Language
- Read then Respond: Multi-granularity Grounding Prediction for Knowledge-Grounded Dialogue Generation
- SUMO-PEGASUS: A Two-Stage Model for Long Text Summarization
- An Extractive Automatic Summarization Method for Chinese Long Text
- A Likelihood Probability-based Online Summarization Ranking Model
- Spatial Commonsense Reasoning for Machine Reading Comprehension
- Multimodal learning for Automatic Summarization: A Survey
- Deep Knowledge Tracing with Concept Trees
- Privacy and Security
- Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning
- A Hessian-Based Federated Learning Approach to tackle Statistical Heterogeneity
- Analyzing the Convergence of Federated Learning with Biased Client Participation
- Privacy Lost in online Education: Analysis of Web Tracking Evolution
- DANAA: Towards transferable attacks with double adversarial neuron attribution
- CRNN-SA: A Network Intrusion Detection Method Based on Deep Learning
- Applications
- Conspiracy Spoofing Orders Detection with Transformer-based Deep Graph Learning
- A Novel Explainable Rumor Detection Model with Fusing Objective Information
- VLS: A Reinforcement Learning-based Value Lookahead Strategy for Multi-product Order Fulfillment
- Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy
- Ensemble Learning based Employment Recommendation under Interaction Sparsity for College Students
- How does ChatGPT Affect Fake News Detection Systems?
- CNGT: Co-attention Networks with Graph Transformer for Fact Verification
- Multi-Modal
- Supervised Discriminative Discrete Hashing for Cross-modal Retrieval
- A Knowledge-enhanced Inferential Network for Cross-modality Multi-hop VQA
- Multi-Head Similarity Feature Representation and Filtration for Image-Text Matching
- Multimodal Conditional VAE for Zero-shot Real-world Event Discovery
- MAMRP: Multi-modal Data Aware Movie Rating Prediction
- MFMGC: A Multi-Modal Data Fusion Model for Movie Genre Classification
- TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge