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16th ADMA 2020: Foshan, China
- Xiaochun Yang
, Chang-Dong Wang
Advanced Data Mining and Applications - 16th International Conference, ADMA 2020, Foshan, China, November 12-14, 2020, Proceedings. Lecture Notes in Computer Science 12447, Springer 2020, ISBN 978-3-030-65389-7
Machine Learning
- Xiaosha Cai, Dong Huang
Subspace-Weighted Consensus Clustering for High-Dimensional Data. 3-16 - Huan Phan
NOV-RSI: A Novel Optimization Algorithm for Mining Rare Significance Itemsets. 17-29 - Subrata Saha
MSPP: A Highly Efficient and Scalable Algorithm for Mining Similar Pairs of Points. 30-37 - Wei Song
Discovering High Utility Itemsets Using Set-Based Particle Swarm Optimization. 38-53 - Xinqi Wang, Dan Yu, Guanjun Lai:
SS-AOE: Subspace Based Classification Framework for Avoiding Over-Confidence Errors. 54-66 - Yeliang Xiu, Hui Ma:
Influence Maximization Based Active Learning in Noisy Setting. 67-80
Text Mining
- Boyan Chen, Guangquan Lu
DGRL: Text Classification with Deep Graph Residual Learning. 83-97 - Qinghong Jiang, Huaping Zhang, Jianyun Shang, Ian Wesson, ENlin Li:
Densely Connected Bidirectional LSTM with Max-Pooling of CNN Network for Text Classification. 98-113 - Wenjing Liu, Tiexin Wang, Zhibin Yang, Jingwen Cao:
A Context-Aware Computing Method of Sentence Similarity Based on Frame Semantics. 114-126 - Jiangtao Qiu, Siyu Wang:
Learning the Concept Embeddings of Ontology. 127-134 - Wenhuan Wang
ATextCNN Model: A New Multi-classification Method for Police Situation. 135-147 - Ruitong Zhang, Lianzhong Liu, Jiaofu Zhang, Zihang Huang, Caiwei Yang, Liangxuan Zhao, Tongge Xu:
Hierarchical and Pairwise Document Embedding for Plagiarism Detection. 148-156
Graph Mining
- Jin Jin, Dan Yu:
Evolutionary Strategy for Graph Embedding. 159-167 - Chao Kong, Bao-Xiang Chen, Shaoying Li, Qi Zhou, Dongfang Wang, Liping Zhang:
D2NE: Deep Dynamic Network Embedding. 168-175 - Xiaojun Ma, Ziyao Li
Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts. 176-190 - Atika Mbarek
Tuser3: A Profile Matching Based Algorithm Across Three Heterogeneous Social Networks. 191-206 - Shuang Mo, Yifei Wang, Ding Xiao, Wenrui Wu, Shaohua Fan, Chuan Shi:
Encrypted Traffic Classification Using Graph Convolutional Networks. 207-219 - Suresh Pokharel
Representing EHRs with Temporal Tree and Sequential Pattern Mining for Similarity Computing. 220-235 - Fanfei Song, Bin Wang, Yifan Tang, Jing Sun:
Research of Medical Aided Diagnosis System Based on Temporal Knowledge Graph. 236-250 - Xiaoxu Song, Bin Wang, Jing Sun, Rong Pu:
TOP-R Keyword-Aware Community Search. 251-265 - Zezhong Wang, Xiangmin Zhou, Yuliang Ma, Xun Yi:
Online Community Identification over Heterogeneous Attributed Directed Graphs. 266-280
Predictive Analytics
- Chengkun He
MPB: Multi-Peak Binarization for Pupil Detection. 283-298 - Syed Mohammad Minhaz Hossain
Rice Leaf Diseases Recognition Using Convolutional Neural Networks. 299-314 - Mingjun Ma, Bo Peng, Ding Xiao, Yugang Ji, Chuan Shi:
STCNet: Spatial-Temporal Convolution Network for Traffic Speed Prediction. 315-323 - Suresh Pokharel
Discriminative Features Generation for Mortality Prediction in ICU. 324-338 - Kang Su, Erning Zhou, Xiaoyu Sun, Che Wang, Dan Yu, Xianlu Luo:
Pre-trained StyleGAN Based Data Augmentation for Small Sample Brain CT Motion Artifacts Detection. 339-346 - Xiaoyu Sun, Feng Huang, Guanjun Lai, Dan Yu, Bin Zhang, Baozhu Guo, Zhuang Ma:
Motion Artifacts Detection from Computed Tomography Images. 347-359 - Martha Tatusch
Loners Stand Out. Identification of Anomalous Subsequences Based on Group Performance. 360-369 - Che Wang, Xiaoyu Sun, Bin Zhang, Guanjun Lai, Dan Yu, Kang Su:
Brain CT Image with Motion Artifact Augmentation Based on PGGAN and FBP for Artifact Detection. 370-378 - Chengyu Yin, Senzhang Wang, Jinlong Du, Meiyue Zhang:
Recursive RNN Based Shift Representation Learning for Dynamic User-Item Interaction Prediction. 379-394 - Junpeng Zhang
Computational Methods for Predicting Autism Spectrum Disorder from Gene Expression Data. 395-409
Recommender Systems
- Rosni Lumbantoruan
Declarative User-Item Profiling Based Context-Aware Recommendation. 413-427 - Jingwei Ma, Lei Zhu
HisRec: Bridging Heterogeneous Information Spaces for Recommendation via Attentive Embedding. 428-443 - Rong Pu, Bin Wang, Xiaoxu Song, Xinqiang Xie, Jing Qin:
A Neighbor-Aware Group Recommendation Algorithm. 444-452 - Zhigao Zhang, Jing Qin, Feng Li, Bin Wang:
Cross Product and Attention Based Deep Neural Collaborative Filtering. 453-461
Privacy and Security
- Ruochen Liang, Bohan Li, Xinyang Song:
Blockchain-Based Privacy Preserving Trust Management Model in VANET. 465-479 - Wenyan Liu, Junhong Cheng, Xiangfeng Wang, Xiaoling Wang:
SecureRec: Privacy-Preserving Recommendation with Distributed Matrix Factorization. 480-495
Query Processing
- Kun Jiang
Optimizing Scoring and Sorting Operations for Faster WAND Processing. 499-514 - Zhuo-Ming Liu, Yu-Miao Hui, Ling Huang:
Query-Based Recommendation by HIN Embedding with PRE-LSTM. 515-529
Data Mining Applications
- Malika Becha, Oumayma Riabi, Yasmine Benmessaoud, Hela Masri:
Applications of Big Data in Tourism: A Survey. 533-546 - Baozhu Guo, Bin Zhang, Zhuang Ma, Ning Li, Yiping Bao, Dan Yu:
High-Quality Plane Wave Compounding Using Deep Learning for Hand-Held Ultrasound Devices. 547-559 - Xinpeng Guo
IPMM: Cancer Subtype Clustering Model Based on Multiomics Data and Pathway and Motif Information. 560-568 - Guanjun Lai, Dan Yu, Shuai Zhang, Zelin Wei, Xiaoyu Sun:
Personal Health Index Based on Residential Health Examination. 569-581 - Ying Shen
Decision Support System for Acupuncture Treatment of Ischemic Stroke. 582-594 - Yuan Xu, Lijuan Shang, Jianfen Xu, Qunxia Gao, Dongmao Chen:
Suicide Risk Assessment Model Based on Fuzzy Mathematics. 595-609 - Hui Yin
Detecting Topic and Sentiment Dynamics Due to COVID-19 Pandemic Using Social Media. 610-623 - Shuang Yu, Xiongfei Li, Hancheng Wang, Xiaoli Zhang, Shiping Chen
FabricGene: A Higher-Level Feature Representation of Fabric Patterns for Nationality Classification. 624-638 - Zhigao Zhang, Bin Wang:
Low-Light Image Enhancement with Color Transfer Based on Local Statistical Feature. 639-653 - Guangxuan Zhao, Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu:
Role-Aware Enhanced Matching Network for Multi-turn Response Selection in Customer Service Chatbots. 654-668
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