↓ Skip to main content
What is this page? Embed badge

Advanced Data Mining and Applications

Overview of attention for book
Cover of 'Advanced Data Mining and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 An Adaptive Data-Driven Imputation Model for Incomplete Event Series
  3. Altmetric Badge
    Chapter 2 From Time Series to Multi-modality: Classifying Multivariate Time Series via Both 1D and 2D Representations
  4. Altmetric Badge
    Chapter 3 Exploring the Effectiveness of Positional Embedding on Transformer-Based Architectures for Multivariate Time Series Classification
  5. Altmetric Badge
    Chapter 4 Modeling of Repeated Measures for Time-to-event Prediction
  6. Altmetric Badge
    Chapter 5 A Method for Identifying the Timeliness of Manufacturing Data Based on Weighted Timeliness Graph
  7. Altmetric Badge
    Chapter 6 STAD: Multivariate Time Series Anomaly Detection Based on Spatio-Temporal Relationship
  8. Altmetric Badge
    Chapter 7 Refined Node Type Graph Convolutional Network for Recommendation
  9. Altmetric Badge
    Chapter 8 Multi-level Noise Filtering and Preference Propagation Enhanced Knowledge Graph Recommendation
  10. Altmetric Badge
    Chapter 9 Enhancing Knowledge-Aware Recommendation with Contrastive Learning
  11. Altmetric Badge
    Chapter 10 Knowledge-Rich Influence Propagation Recommendation Algorithm Based on Graph Attention Networks
  12. Altmetric Badge
    Chapter 11 A Novel Variational Autoencoder with Multi-position Latent Self-attention and Actor-Critic for Recommendation
  13. Altmetric Badge
    Chapter 12 Fair Re-Ranking Recommendation Based on Debiased Multi-graph Representations
  14. Altmetric Badge
    Chapter 13 FastNER: Speeding up Inferences for Named Entity Recognition Tasks
  15. Altmetric Badge
    Chapter 14 CPMFA: A Character Pair-Based Method for Chinese Nested Named Entity Recognition
  16. Altmetric Badge
    Chapter 15 STMC-GCN: A Span Tagging Multi-channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction
  17. Altmetric Badge
    Chapter 16 Exploring the Design Space of Unsupervised Blocking with Pre-trained Language Models in Entity Resolution
  18. Altmetric Badge
    Chapter 17 Joint Modeling of Local and Global Semantics for Contrastive Entity Disambiguation
  19. Altmetric Badge
    Chapter 18 KFEA: Fine-Grained Review Analysis Using BERT with Attention: A Categorical and Rating-Based Approach
  20. Altmetric Badge
    Chapter 19 Discovery of Emotion Implicit Causes in Products Based on Commonsense Reasoning
  21. Altmetric Badge
    Chapter 20 Multi-modal Multi-emotion Emotional Support Conversation
  22. Altmetric Badge
    Chapter 21 Exploiting Pseudo Future Contexts for Emotion Recognition in Conversations
  23. Altmetric Badge
    Chapter 22 Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation
  24. Altmetric Badge
    Chapter 23 Deep One-Class Fine-Tuning for Imbalanced Short Text Classification in Transfer Learning
  25. Altmetric Badge
    Chapter 24 EmoKnow: Emotion- and Knowledge-Oriented Model for COVID-19 Fake News Detection
  26. Altmetric Badge
    Chapter 25 Popular Songs: The Sentiment Surrounding the Conversation
  27. Altmetric Badge
    Chapter 26 Market Sentiment Analysis Based on Social Media and Trading Volume for Asset Price Movement Prediction
  28. Altmetric Badge
    Chapter 27 Efficient Mining of High Utility Co-location Patterns Based on a Query Strategy
  29. Altmetric Badge
    Chapter 28 Point-Level Label-Free Segmentation Framework for 3D Point Cloud Semantic Mining
  30. Altmetric Badge
    Chapter 29 CD-BNN: Causal Discovery with Bayesian Neural Network
  31. Altmetric Badge
    Chapter 30 A Preference-Based Indicator Selection Hyper-Heuristic for Optimization Problems
  32. Altmetric Badge
    Chapter 31 An Elastic Scalable Grouping for Stateful Operators in Stream Computing Systems
  33. Altmetric Badge
    Chapter 32 Incremental Natural Gradient Boosting for Probabilistic Regression
  34. Altmetric Badge
    Chapter 33 Discovering Skyline Periodic Itemset Patterns in Transaction Sequences
  35. Altmetric Badge
    Chapter 34 Double-Optimized CS-BP Anomaly Prediction for Control Operation Data
  36. Altmetric Badge
    Chapter 35 Bridging the Interpretability Gap in Coupled Neural Dynamical Models
  37. Altmetric Badge
    Chapter 36 Multidimensional Adaptative k NN over Tracking Outliers (Makoto)
  38. Altmetric Badge
    Chapter 37 MANet: An End-To-End Multiple Attention Network for Extracting Roads Around EHV Transmission Lines from High-Resolution Remote Sensing Images
  39. Altmetric Badge
    Chapter 38 Deep Reinforcement Learning for Solving the Trip Planning Query
  40. Altmetric Badge
    Chapter 39 MDCN: Multi-scale Dilated Convolutional Enhanced Residual Network for Traffic Sign Detection
  41. Altmetric Badge
    Chapter 40 Identifying Critical Congested Roads Based on Traffic Flow-Aware Road Network Embedding
  42. Altmetric Badge
    Chapter 41 A Cross-Region-based Framework for Supporting Car-Sharing
  43. Altmetric Badge
    Chapter 42 Attention-Based Spatial-Temporal Graph Convolutional Recurrent Networks for Traffic Forecasting
  44. Altmetric Badge
    Chapter 43 Transformer Based Driving Behavior Safety Prediction for New Energy Vehicles
  45. Altmetric Badge
    Chapter 44 Graph Convolution Recurrent Denoising Diffusion Model for Multivariate Probabilistic Temporal Forecasting
  46. Altmetric Badge
    Chapter 45 A Bottom-Up Sampling Strategy for Reconstructing Geospatial Data from Ultra Sparse Inputs
  47. Altmetric Badge
    Chapter 46 Feature Representation Enhancing by Context Sensitive Information in CTR Prediction
  48. Altmetric Badge
    Chapter 47 ProtoMix: Learnable Data Augmentation on Few-Shot Features with Vector Quantization in CTR Prediction
  49. Altmetric Badge
    Chapter 48 When Alignment Makes a Difference: A Content-Based Variational Model for Cold-Start CTR Prediction
  50. Altmetric Badge
    Chapter 49 Dual-Granularity Contrastive Learning for Session-Based Recommendation
  51. Altmetric Badge
    Chapter 50 Efficient Graph Collaborative Filtering with Multi-layer Output-Enhanced Contrastive Learning
  52. Altmetric Badge
    Chapter 51 Influence Maximization with Tag Revisited: Exploiting the Bi-submodularity of the Tag-Based Influence Function
  53. Altmetric Badge
    Chapter 52 Multi-Interest Aware Graph Convolution Network for Social Recommendation
  54. Altmetric Badge
    Chapter 53 Enhancing Multimedia Recommendation Through Item-Item Semantic Denoising and Global Preference Awareness
  55. Altmetric Badge
    Chapter 54 Resident-Based Store Recommendation Model for Community Commercial Planning
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

twitter
1 X user
Summary X
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Advanced Data Mining and Applications
Published by
Springer Nature Switzerland, November 2023
DOI 10.1007/978-3-031-46661-8
ISBNs
978-3-03-146660-1, 978-3-03-146661-8
Editors

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

View on publisher site
X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.

This page is provided by Altmetric.