Del 0 - Lecture Notes in Computer Science

Advanced Data Mining and Applications

19th International Conference, ADMA 2023, Shenyang, China, August 21–23, 2023, Proceedings, Part II

Häftad, Engelska, 2023

AvXiaochun Yang,Heru Suhartanto,Guoren Wang,Bin Wang,Jing Jiang,Bing Li,Huaijie Zhu,Ningning Cui

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They were organized in topical sections as follows: Data mining foundations, Grand challenges of data mining, Parallel and distributed data mining algorithms, Mining on data streams, Graph mining and Spatial data mining.

Produktinformation

Utgivningsdatum2023-11-05
Mått155 x 235 x 40 mm
Vikt1 095 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor711
FörlagSpringer International Publishing AG
ISBN9783031466632

Tillhör följande kategorier

Tillämpad datateknik inom Data och IT
Systemvetenskap och AI inom Data och IT
Material och digital teknik i undervisningen inom Psykologi och pedagogik
Artificiell intelligens inom Data och IT
Databaser inom Data och IT

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 SpoofingOrders 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.