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Advanced Data Mining and Applications

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Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Mining Emerging High Utility Itemsets over Streaming Database
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    Chapter 2 A Methodology for Resolving Heterogeneity and Interdependence in Data Analytics
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    Chapter 3 Learning Subgraph Structure with LSTM for Complex Network Link Prediction
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    Chapter 4 Accelerating Minimum Temporal Paths Query Based on Dynamic Programming
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    Chapter 5 Multiple Query Point Based Collective Spatial Keyword Querying
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    Chapter 6 Unsupervised Feature Selection for Noisy Data
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    Chapter 7 Tri-Level Cross-Domain Sign Prediction for Complex Network
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    Chapter 8 An Efficient Mining Algorithm of Closed Frequent Itemsets on Multi-core Processor
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    Chapter 9 TSRuleGrowth: Mining Partially-Ordered Prediction Rules From a Time Series of Discrete Elements, Application to a Context of Ambient Intelligence
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    Chapter 10 HGTPU-Tree: An Improved Index Supporting Similarity Query of Uncertain Moving Objects for Frequent Updates
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    Chapter 11 Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample
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    Chapter 12 HUE-Span: Fast High Utility Episode Mining
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    Chapter 13 Clustering Noisy Temporal Data
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    Chapter 14 A Novel Approach for Noisy Signal Classification Through the Use of Multiple Wavelets and Ensembles of Classifiers
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    Chapter 15 Reminder Care System: An Activity-Aware Cross-Device Recommendation System
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    Chapter 16 Similar Group Finding Algorithm Based on Temporal Subgraph Matching
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    Chapter 17 Traditional PageRank Versus Network Capacity Bound
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    Chapter 18 RecKGC: Integrating Recommendation with Knowledge Graph Completion
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    Chapter 19 PRME-GTS: A New Successive POI Recommendation Model with Temporal and Social Influences
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    Chapter 20 Precomputing Hybrid Index Architecture for Flexible Community Search over Location-Based Social Networks
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    Chapter 21 Expert2Vec: Distributed Expert Representation Learning in Question Answering Community
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    Chapter 22 Improving the Link Prediction by Exploiting the Collaborative and Context-Aware Social Influence
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    Chapter 23 A Causality Driven Approach to Adverse Drug Reactions Detection in Tweets
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    Chapter 24 Correlate Influential News Article Events to Stock Quote Movement
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    Chapter 25 Top-N Hashtag Prediction via Coupling Social Influence and Homophily
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    Chapter 26 Unfolding the Mixed and Intertwined: A Multilevel View of Topic Evolution on Twitter
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    Chapter 27 DAMTRNN: A Delta Attention-Based Multi-task RNN for Intention Recognition
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    Chapter 28 DeepIdentifier : A Deep Learning-Based Lightweight Approach for User Identity Recognition
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    Chapter 29 Domain-Aware Unsupervised Cross-dataset Person Re-identification
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    Chapter 30 Invariance Matters: Person Re-identification by Local Color Transfer
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    Chapter 31 Research on Interactive Intent Recognition Based on Facial Expression and Line of Sight Direction
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    Chapter 32 Mining Summary of Short Text with Centroid Similarity Distance
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    Chapter 33 Children’s Speaker Recognition Method Based on Multi-dimensional Features
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    Chapter 34 Constructing Dictionary to Analyze Features Sentiment of a Movie Based on Danmakus
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    Chapter 35 Single Image Dehazing Algorithm Based on Sky Region Segmentation
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    Chapter 36 Online Aggregated-Event Representation for Multiple Event Detection in Videos
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    Chapter 37 Standard Deviation Clustering Combined with Visual Psychological Test Algorithm for Image Segmentation
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    Chapter 38 Fast Video Clip Retrieval Method via Language Query
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    Chapter 39 Research on Speech Emotional Feature Extraction Based on Multidimensional Feature Fusion
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    Chapter 40 Improved Algorithms for Zero Shot Image Super-Resolution with Parametric Rectifiers
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    Chapter 41 Spatial-Temporal Recurrent Neural Network for Anomalous Trajectories Detection
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    Chapter 42 Spatiotemporal Crime Hotspots Analysis and Crime Occurrence Prediction
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    Chapter 43 Fast Bat Algorithm for Predicting Diabetes Mellitus Using Association Rule Mining
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    Chapter 44 Using a Virtual Hospital for Piloting Patient Flow Decongestion Interventions
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    Chapter 45 Deep Interpretable Mortality Model for Intensive Care Unit Risk Prediction
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    Chapter 46 Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery
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    Chapter 47 Personalised Medicine in Critical Care Using Bayesian Reinforcement Learning
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    Chapter 48 TDDF: HFMD Outpatients Prediction Based on Time Series Decomposition and Heterogenous Data Fusion in Xiamen, China
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    Chapter 49 Efficient Gaussian Distance Transforms for Image Processing
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    Chapter 50 Tourist’s Tour Prediction by Sequential Data Mining Approach
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    Chapter 51 TOM: A Threat Operating Model for Early Warning of Cyber Security Threats
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    Chapter 52 Prediction for Student Academic Performance Using SMNaive Bayes Model
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    Chapter 53 Chinese Sign Language Identification via Wavelet Entropy and Support Vector Machine
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    Chapter 54 An Efficient Multi-request Route Planning Framework Based on Grid Index and Heuristic Function
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    Chapter 55 Nodes Deployment Optimization Algorithm Based on Fuzzy Data Fusion Model in Wireless Sensor Networks
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    Chapter 56 Community Enhanced Record Linkage Method for Vehicle Insurance System
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    Chapter 57 COEA: An Efficient Method for Entity Alignment in Online Encyclopedias
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    Chapter 58 Efficient Deployment and Mission Timing of Autonomous Underwater Vehicles in Large-Scale Operations
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    Chapter 59 MLCA: A Multi-label Competency Analysis Method Based on Deep Neural Network
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    Chapter 60 MACCA: A SDN Based Collaborative Classification Algorithm for QoS Guaranteed Transmission on IoT
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    Chapter 61 DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets
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    Chapter 62 Prediction of Customer Purchasing Power of Google Merchandise Store
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    Chapter 63 Research on Short-Term Traffic Flow Forecasting Based on KNN and Discrete Event Simulation
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    Chapter 64 Application of Weighted K-Means Decision Cluster Classifier in the Recognition of Infectious Expressions of Primary School Students Reading
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    Chapter 65 An Anti-fraud Framework for Medical Insurance Based on Deep Learning
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    Chapter 66 BSI: A System for Predicting and Analyzing Accident Risk
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    Chapter 67 KG3D: An Interactive 3D Visualization Tool for Knowledge Graphs
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Title
Advanced Data Mining and Applications
Published by
Springer International Publishing, February 2020
DOI 10.1007/978-3-030-35231-8
ISBNs
978-3-03-035230-1, 978-3-03-035231-8
Editors

Li, Jianxin, Wang, Sen, Qin, Shaowen, Li, Xue, Wang, Shuliang

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