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15th ADMA 2019: Dalian, China
- Jianxin Li, Sen Wang
, Shaowen Qin, Xue Li, Shuliang Wang:
Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Dalian, China, November 21-23, 2019, Proceedings. Lecture Notes in Computer Science 11888, Springer 2019, ISBN 978-3-030-35230-1
Data Mining Foundations
- Acquah Hackman, Yu Huang
Mining Emerging High Utility Itemsets over Streaming Database. 3-16 - Han Han, Yunwei Zhao, Can Wang
A Methodology for Resolving Heterogeneity and Interdependence in Data Analytics. 17-33 - Yun Han, Donghai Guan, Weiwei Yuan:
Learning Subgraph Structure with LSTM for Complex Network Link Prediction. 34-47 - Mo Li, Junchang Xin, Zhiqiong Wang, Huilin Liu:
Accelerating Minimum Temporal Paths Query Based on Dynamic Programming. 48-62 - Yun Li, Ziheng Wang, Jing Chen, Fei Wang, Jiajie Xu:
Multiple Query Point Based Collective Spatial Keyword Querying. 63-78 - Kaveh Mahdavi, Jesús Labarta, Judit Giménez:
Unsupervised Feature Selection for Noisy Data. 79-94 - Jiali Pang, Donghai Guan, Weiwei Yuan:
Tri-Level Cross-Domain Sign Prediction for Complex Network. 95-106 - Huan Phan:
An Efficient Mining Algorithm of Closed Frequent Itemsets on Multi-core Processor. 107-118 - Benoit Vuillemin
TSRuleGrowth: Mining Partially-Ordered Prediction Rules From a Time Series of Discrete Elements, Application to a Context of Ambient Intelligence. 119-134 - Mengqian Zhang, Bohan Li, Kai Wang:
HGTPU-Tree: An Improved Index Supporting Similarity Query of Uncertain Moving Objects for Frequent Updates. 135-150 - Zhimin Zhang, Weitong Chen, Chengyu Liu
Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample. 151-165
Classification and Clustering Methods
- Philippe Fournier-Viger
HUE-Span: Fast High Utility Episode Mining. 169-184 - Paul Grant, Md Zahidul Islam
Clustering Noisy Temporal Data. 185-194 - Paul Grant, Md Zahidul Islam
A Novel Approach for Noisy Signal Classification Through the Use of Multiple Wavelets and Ensembles of Classifiers. 195-203
Recommender Systems
- May S. Altulyan, Chaoran Huang, Lina Yao, Xianzhi Wang
Reminder Care System: An Activity-Aware Cross-Device Recommendation System. 207-220 - Yizhu Cai, Mo Li, Junchang Xin:
Similar Group Finding Algorithm Based on Temporal Subgraph Matching. 221-235 - Robert A. Klopotek
Traditional PageRank Versus Network Capacity Bound. 236-249 - Jingwei Ma, Mingyang Zhong, Jiahui Wen, Weitong Chen, Xiaofang Zhou
RecKGC: Integrating Recommendation with Knowledge Graph Completion. 250-265 - Rubai Mao, Zhe Han, Zitu Liu
PRME-GTS: A New Successive POI Recommendation Model with Temporal and Social Influences. 266-274
Social Network and Social Media
- Ismail Alaqta, Junhu Wang, Mohammad Awrangjeb
Precomputing Hybrid Index Architecture for Flexible Community Search over Location-Based Social Networks. 277-287 - Xiaocong Chen
Expert2Vec: Distributed Expert Representation Learning in Question Answering Community. 288-301 - Han Gao, Yuxin Zhang, Bohan Li:
Improving the Link Prediction by Exploiting the Collaborative and Context-Aware Social Influence. 302-315 - Humayun Kayesh
A Causality Driven Approach to Adverse Drug Reactions Detection in Tweets. 316-330 - Arun Chaitanya Mandalapu, Saranya Gunabalan, Avinash Sadineni, Taotao Cai
Correlate Influential News Article Events to Stock Quote Movement. 331-342 - Can Wang
Top-N Hashtag Prediction via Coupling Social Influence and Homophily. 343-358 - Yunwei Zhao, Can Wang
Unfolding the Mixed and Intertwined: A Multilevel View of Topic Evolution on Twitter. 359-369
Behavior Modeling and User Profiling
- Weitong Chen, Lin Yue, Bohan Li, Can Wang
DAMTRNN: A Delta Attention-Based Multi-task RNN for Intention Recognition. 373-388 - Meng-Chieh Lee, Yu Huang
DeepIdentifier: A Deep Learning-Based Lightweight Approach for User Identity Recognition. 389-405 - Zhihui Li, Wenhe Liu, Xiaojun Chang
Domain-Aware Unsupervised Cross-dataset Person Re-identification. 406-420 - Ying Niu, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin, Jianming Wang:
Invariance Matters: Person Re-identification by Local Color Transfer. 421-430 - Siyu Ren, Guanghao Jin, Kunliang Liu, Yukuan Sun, Jiayu Liang, Shiling Jiang, Jianming Wang:
Research on Interactive Intent Recognition Based on Facial Expression and Line of Sight Direction. 431-443
Text and Multimedia Mining
- Nigel Franciscus, Junhu Wang, Bela Stantic:
Mining Summary of Short Text with Centroid Similarity Distance. 447-461 - Ning Jia, Chunjun Zheng, Wei Sun:
Children's Speaker Recognition Method Based on Multi-dimensional Features. 462-473 - Jie Li, Yukun Li:
Constructing Dictionary to Analyze Features Sentiment of a Movie Based on Danmakus. 474-488 - Weixiang Li, Wei Jie, Somaiyeh Mahmoud Zadeh
Single Image Dehazing Algorithm Based on Sky Region Segmentation. 489-500 - Molefe Vicky Mleya, Weiqi Li, Jiayu Liang, Kunliang Liu, Yunkuan Sun, Guanghao Jin, Jianming Wang:
Online Aggregated-Event Representation for Multiple Event Detection in Videos. 501-515 - Zhenggang Wang, Jin Jin, Zhong Liu:
Standard Deviation Clustering Combined with Visual Psychological Test Algorithm for Image Segmentation. 516-525 - Pengju Zhang, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin, Jianming Wang:
Fast Video Clip Retrieval Method via Language Query. 526-534 - Chunjun Zheng, Chunli Wang, Wei Sun, Ning Jia:
Research on Speech Emotional Feature Extraction Based on Multidimensional Feature Fusion. 535-547 - Jiayi Zhu, Senjian An
Improved Algorithms for Zero Shot Image Super-Resolution with Parametric Rectifiers. 548-561
Spatial-Temporal Data
- Yunyao Cheng, Bin Wu, Li Song, Chuan Shi:
Spatial-Temporal Recurrent Neural Network for Anomalous Trajectories Detection. 565-578 - Niyonzima Ibrahim, Shuliang Wang, Boxiang Zhao
Spatiotemporal Crime Hotspots Analysis and Crime Occurrence Prediction. 579-588
Medical and Healthcare Data/Decision Analytics
- Hend Amraoui, Faouzi Mhamdi, Mourad Elloumi:
Fast Bat Algorithm for Predicting Diabetes Mellitus Using Association Rule Mining. 591-604 - Shaowen Qin
Using a Virtual Hospital for Piloting Patient Flow Decongestion Interventions. 605-616 - Zhenkun Shi
Deep Interpretable Mortality Model for Intensive Care Unit Risk Prediction. 617-631 - Sitthichoke Subpaiboonkit
Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery. 632-647 - Chandra Prasetyo Utomo
Personalised Medicine in Critical Care Using Bayesian Reinforcement Learning. 648-657 - Zhijin Wang, Yaohui Huang
TDDF: HFMD Outpatients Prediction Based on Time Series Decomposition and Heterogenous Data Fusion in Xiamen, China. 658-667
Other Applications
- Senjian An
Efficient Gaussian Distance Transforms for Image Processing. 671-680 - Lilia Ben Baccar, Sonia Djebali, Guillaume Guérard
Tourist's Tour Prediction by Sequential Data Mining Approach. 681-695 - Tao Bo, Yue Chen, Can Wang
TOM: A Threat Operating Model for Early Warning of Cyber Security Threats. 696-711 - Baoting Jia, Ke Niu, Xia Hou, Ning Li, Xueping Peng
Prediction for Student Academic Performance Using SMNaive Bayes Model. 712-725 - Xianwei Jiang
Chinese Sign Language Identification via Wavelet Entropy and Support Vector Machine. 726-736 - Jiajia Li
An Efficient Multi-request Route Planning Framework Based on Grid Index and Heuristic Function. 737-749 - Na Li, Qiangyi Li
Nodes Deployment Optimization Algorithm Based on Fuzzy Data Fusion Model in Wireless Sensor Networks. 750-760 - Christian Lu, Guangyan Huang, Yong Xiang:
Community Enhanced Record Linkage Method for Vehicle Insurance System. 761-776 - Yimin Lv, Xin Wang, Runpu Yue, Fuchuan Tang, Xue Xiang:
COEA: An Efficient Method for Entity Alignment in Online Encyclopedias. 777-791 - Somaiyeh Mahmoud Zadeh
Efficient Deployment and Mission Timing of Autonomous Underwater Vehicles in Large-Scale Operations. 792-804 - Guohao Qiao, Bin Wu, Bai Wang, Baoli Zhang:
MLCA: A Multi-label Competency Analysis Method Based on Deep Neural Network. 805-814 - Weifeng Sun, Zun Wang, Guanghao Zhang, Boxiang Dong:
MACCA: A SDN Based Collaborative Classification Algorithm for QoS Guaranteed Transmission on IoT. 815-827 - Darren Yates, Md Zahidul Islam
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. 828-838 - ZhiYu Ye, AiMin Feng, Hang Gao:
Prediction of Customer Purchasing Power of Google Merchandise Store. 839-852 - Shaozheng Yu, Yingqiu Li, Guojun Sheng, Jiao Lv:
Research on Short-Term Traffic Flow Forecasting Based on KNN and Discrete Event Simulation. 853-862 - Dongqing Zhang, Zhenyu Liu
Application of Weighted K-Means Decision Cluster Classifier in the Recognition of Infectious Expressions of Primary School Students Reading. 863-870 - Guoming Zhang, Shucun Fu, Xiaolong Xu
An Anti-fraud Framework for Medical Insurance Based on Deep Learning. 871-878
Demos
- Xinyu Ma, Yuhao Yang, Meng Wang:
BSI: A System for Predicting and Analyzing Accident Risk. 881-885 - Dawei Xu
KG3D: An Interactive 3D Visualization Tool for Knowledge Graphs. 886-889
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