TKDD - volume 15 - 2021 论文列表 |
| 点击这里查看 ACM Transactions on Knowledge Discovery from Data 的JCR分区、影响因子等信息 |
Volume 15, Number 6, July 2021
Huandong Wang Yong Li Mu Du Zhenhui Li Depeng Jin
Factor-Bounded Nonnegative Matrix Factorization.
Kai Liu Xiangyu Li Zhihui Zhu Lodewijk Brand Hua Wang
3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction.Tong Xia Junjie Lin Yong Li Jie Feng Pan Hui Funing Sun Diansheng Guo Depeng Jin
Incremental Community Detection on Large Complex Attributed Network.Zhe Chen Aixin Sun Xiaokui Xiao
On Modeling Influence Maximization in Social Activity Networks under General Settings.Rui Wang Yongkun Li Shuai Lin Hong Xie Yinlong Xu John C. S. Lui
Online Tensor-Based Learning Model for Structural Damage Detection.Ali Anaissi Basem Suleiman Seid Miad Zandavi
Maximum Likelihood Estimation of Power-law Degree Distributions via Friendship Paradox-based Sampling.Buddhika Nettasinghe Vikram Krishnamurthy
Page-Level Main Content Extraction From Heterogeneous Webpages. Hierarchical Concept-Driven Language Model.Yashen Wang Huanhuan Zhang Zhirun Liu Qiang Zhou
The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting.Jinliang Deng Xiusi Chen Zipei Fan Renhe Jiang Xuan Song Ivor W. Tsang
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering.Dongsheng Li Haodong Liu Chao Chen Yingying Zhao Stephen M. Chu Bo Yang
Learning Graph Neural Networks with Positive and Unlabeled Nodes.Man Wu Shirui Pan Lan Du Xingquan Zhu
SIR-GN: A Fast Structural Iterative Representation Learning Approach For Graph Nodes. Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach.Paramita Koley Avirup Saha Sourangshu Bhattacharya Niloy Ganguly Abir De
Similarity Embedding Networks for Robust Human Activity Recognition.Chenglin Li Carrie Lu Tong Di Niu Bei Jiang Xiao Zuo Lei Cheng Jian Xiong Jianming Yang
Fast and Robust Dictionary-based Classification for Image Data.Shaoning Zeng Bob Zhang Jianping Gou Yong Xu Wei Huang
Faster Motif Counting via Succinct Color Coding and Adaptive Sampling.Marco Bressan Stefano Leucci Alessandro Panconesi
Trust Prediction for Online Social Networks with Integrated Time-Aware Similarity.Xiaofeng Gao Wenyi Xu Mingding Liao Guihai Chen
Link Recommendation for Social Influence Maximization. Multi-objective Cuckoo Search-based Streaming Feature Selection for Multi-label Dataset.Volume 15, Number 5, June 2021
Bo Liu Xi He Mingdong Song Jiangqiang Li Guangzhi Qu Jianlei Lang Rentao Gu
Anomaly Detection With Kernel Preserving Embedding.Huawen Liu Enhui Li Xinwang Liu Kaile Su Shichao Zhang
Exploring BCI Control in Smart Environments: Intention Recognition Via EEG Representation Enhancement Learning.Lin Yue Hao Shen Sen Wang Robert Boots Guodong Long Weitong Chen Xiaowei Zhao
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.Hao Peng Jianxin Li Yangqiu Song Renyu Yang Rajiv Ranjan Philip S. Yu Lifang He
Deep Graph Matching and Searching for Semantic Code Retrieval.Xiang Ling Lingfei Wu Saizhuo Wang Gaoning Pan Tengfei Ma Fangli Xu Alex X. Liu Chunming Wu Shouling Ji
Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions From Brain Functional Networks Through Probabilistic Mixture Models.Kai Liu Hongbo Liu Tomas E. Ward Hua Wang Yu Yang Bo Zhang Xindong Wu
Sequential Transform Learning.Shalini Sharma Angshul Majumdar
Dual-Embedding based Deep Latent Factor Models for Recommendation.Weiyu Cheng Yanyan Shen Linpeng Huang Yanmin Zhu
Adaptive Influence Maximization: If Influential Node Unwilling to Be the Seed. DeepDepict: Enabling Information Rich, Personalized Product Description Generation With the Deep Multiple Pointer Generator Network.Shaoyang Hao Bin Guo Hao Wang Yunji Liang Lina Yao Qianru Wang Zhiwen Yu
Utility Mining Across Multi-Dimensional Sequences.Wensheng Gan Jerry Chun-Wei Lin Jiexiong Zhang Hongzhi Yin Philippe Fournier-Viger Han-Chieh Chao Philip S. Yu
Mining Largest Maximal Quasi-Cliques.Seyed-Vahid Sanei-Mehri Apurba Das Hooman Hashemi Srikanta Tirthapura
Improved Customer Lifetime Value Prediction With Sequence-To-Sequence Learning and Feature-Based Models. Tiered Sampling: An Efficient Method for Counting Sparse Motifs in Massive Graph Streams.Lorenzo De Stefani Erisa Terolli Eli Upfal
Graph Neural Networks for Fast Node Ranking Approximation.Sunil Kumar Maurya Xin Liu Tsuyoshi Murata
Optimal Algebraic Breadth-First Search for Sparse Graphs. Density Guarantee on Finding Multiple Subgraphs and Subtensors.Quang-Huy Duong Heri Ramampiaro Kjetil Nørvåg Thu-Lan Dam
Critique on Natural Noise in Recommender Systems.Wissam Al Jurdi Jacques Bou Abdo Jacques Demerjian Abdallah Makhoul
A Survey on Causal Inference.Liuyi Yao Zhixuan Chu Sheng Li Yaliang Li Jing Gao Aidong Zhang
Volume 15, Number 4, June 2021
Ben-Hui Zhang Maoguo Gong Jianbin Huang Xiaoke Ma
Attributed Network Embedding with Micro-Meso Structure.Juan-Hui Li Ling Huang Chang-Dong Wang Dong Huang Jian-Huang Lai Pei Chen
A Stochastic Algorithm Based on Reverse Sampling Technique to Fight Against the Cyberbullying.Ruidong Yan Yi Li Deying Li Yongcai Wang Yuqing Zhu Weili Wu
User Embedding for Expert Finding in Community Question Answering.Negin Ghasemi Ramin Fatourechi Saeedeh Momtazi
Attribute-Guided Network Sampling Mechanisms. Exploiting Temporal Dynamics in Product Reviews for Dynamic Sentiment Prediction at the Aspect Level.Peike Xia Wenjun Jiang Jie Wu Surong Xiao Guojun Wang
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis.Chainarong Amornbunchornvej Elena Zheleva Tanya Y. Berger-Wolf
SAKE: Estimating Katz Centrality Based on Sampling for Large-Scale Social Networks.Mingkai Lin Wenzhong Li Lynda J. Song Cam-Tu Nguyen Xiaoliang Wang Sanglu Lu
Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data. Robust Image Representation via Low Rank Locality Preserving Projection.Shuai Yin Yanfeng Sun Junbin Gao Yongli Hu Boyue Wang Baocai Yin
A Unified View of Causal and Non-causal Feature Selection. Network Embedding on Hierarchical Community Structure Network.Guojie Song Yun Wang Lun Du Yi Li Junshan Wang
Search Efficient Binary Network Embedding.Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang
Side Information Fusion for Recommender Systems over Heterogeneous Information Network.Huan Zhao Quanming Yao Yangqiu Song James T. Kwok Dik Lun Lee
Online Sampling of Temporal Networks.Nesreen K. Ahmed Nick Duffield Ryan A. Rossi
Jointly Modeling Spatio-Temporal Dependencies and Daily Flow Correlations for Crowd Flow Prediction.Tianzi Zang Yanmin Zhu Yanan Xu Jiadi Yu
3E-LDA: Three Enhancements to Linear Discriminant Analysis.Yanni Li Bing Liu Yongbo Yu Hui Li Jiacan Sun Jiangtao Cui
Elastic Embedding through Graph Convolution-based Regression for Semi-supervised Classification. Mobile App Cross-Domain Recommendation with Multi-Graph Neural Network.Yi Ouyang Bin Guo Xing Tang Xiuqiang He Jian Xiong Zhiwen Yu
A Layout-Based Classification Method for Visualizing Time-Varying Graphs.Volume 15, Number 3, April 2021
Chen Chen Ruiyue Peng Lei Ying Hanghang Tong
Neural Networks for Entity Matching: A Survey. Efficient and High-Quality Seeded Graph Matching: Employing Higher-order Structural Information.Haida Zhang Zengfeng Huang Xuemin Lin Zhe Lin Wenjie Zhang Ying Zhang
Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances.Jie Jiang Qiuqiang Kong Mark D. Plumbley Nigel Gilbert Mark Hoogendoorn Diederik M. Roijers
Preserve Integrity in Realtime Event Summarization.Chen Lin Zhichao Ouyang Xiaoli Wang Hui Li Zhenhua Huang
TipTap: Approximate Mining of Frequent k-Subgraph Patterns in Evolving Graphs.Muhammad Anis Uddin Nasir Çigdem Aslay Gianmarco De Francisci Morales Matteo Riondato
Knowledge Transfer with Weighted Adversarial Network for Cold-Start Store Site Recommendation.Yan Liu Bin Guo Daqing Zhang Djamal Zeghlache Jingmin Chen Ke Hu Sizhe Zhang Dan Zhou Zhiwen Yu
A Scalable Redefined Stochastic Blockmodel.Xueyan Liu Bo Yang Hechang Chen Katarzyna Musial Hongxu Chen Yang Li Wanli Zuo
GGATB-LSTM: Grouping and Global Attention-based Time-aware Bidirectional LSTM Medical Treatment Behavior Prediction.Lin Cheng Yuliang Shi Kun Zhang Xinjun Wang Zhiyong Chen
Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services.Lei Yang Xi Yu Jiannong Cao Xuxun Liu Pan Zhou
Parallel Greedy Algorithm to Multiple Influence Maximization in Social Network.Guanhao Wu Xiaofeng Gao Ge Yan Guihai Chen
Reducing Cumulative Errors of Incremental CP Decomposition in Dynamic Online Social Networks.Jingjing Wang Wenjun Jiang Kenli Li Keqin Li
TPmod: A Tendency-Guided Prediction Model for Temporal Knowledge Graph Completion.Luyi Bai Xiangnan Ma Mingcheng Zhang Wenting Yu
Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction.Wei Wang Feng Xia Jian Wu Zhiguo Gong Hanghang Tong Brian D. Davison
Multi-View Collaborative Network Embedding.Sezin Kircali Ata Yuan Fang Min Wu Jiaqi Shi Chee Keong Kwoh Xiaoli Li
CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams.Kijung Shin Euiwoong Lee Jinoh Oh Mohammad Hammoud Christos Faloutsos
Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image Retrieval.Zheng Zhang Xiaofeng Zhu Guangming Lu Yudong Zhang
Understanding Persuasion Cascades in Online Product Rating Systems: Modeling, Analysis, and Inference.Hong Xie Mingze Zhong Yongkun Li John C. S. Lui
Predicting Influential Users in Online Social Network Groups.Andrea De Salve Paolo Mori Barbara Guidi Laura Ricci Roberto Di Pietro
An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples.Shi Ying Bingming Wang Lu Wang Qingshan Li Yishi Zhao Jianga Shang Hao Huang Guoli Cheng Zhe Yang Jiangyi Geng
Volume 15, Number 2, April 2021
Unai Garciarena Alexander Mendiburu Roberto Santana
Joint Transferable Dictionary Learning and View Adaptation for Multi-view Human Action Recognition.Bin Sun Dehui Kong Shaofan Wang Lichun Wang Baocai Yin
Stacked Convolutional Sparse Auto-Encoders for Representation Learning. Generating Artificial Outliers in the Absence of Genuine Ones - A Survey. Noise Corrected Sampling of Online Social Networks. An Instance Space Analysis of Regression Problems.Mario Andrés Muñoz Tao Yan Matheus R. Leal Kate Smith-Miles Ana Carolina Lorena Gisele L. Pappa Rômulo Madureira Rodrigues
Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance.Matthew Almeida Yong Zhuang Wei Ding Scott E. Crouter Ping Chen
Unbiased Measurement of Feature Importance in Tree-Based Methods. Heterogeneous Network Approach to Predict Individuals' Mental Health.Shikang Liu Fatemeh Vahedian David Hachen Omar Lizardo Christian Poellabauer Aaron Striegel Tijana Milenkovic
Context-Based Evaluation of Dimensionality Reduction Algorithms - Experiments and Statistical Significance Analysis.Aindrila Ghosh Mona Nashaat James Miller Shaikh Quader
Core Interest Network for Click-Through Rate Prediction.En Xu Zhiwen Yu Bin Guo Helei Cui
The 8M Algorithm from Today's Perspective.Radim Belohlávek Martin Trnecka
Sampling Sparse Representations with Randomized Measurement Langevin Dynamics.Kafeng Wang Haoyi Xiong Jiang Bian Zhanxing Zhu Qian Gao Zhishan Guo Cheng-Zhong Xu Jun Huan Dejing Dou
Trajectory Outlier Detection: New Problems and Solutions for Smart Cities.Youcef Djenouri Djamel Djenouri Jerry Chun-Wei Lin
An Exponential Factorization Machine with Percentage Error Minimization to Retail Sales Forecasting.Chongshou Li Brenda Cheang Zhixing Luo Andrew Lim
High-Order Structure Exploration on Massive Graphs: A Local Graph Clustering Perspective.Dawei Zhou Si Zhang Mehmet Yigit Yildirim Scott Alcorn Hanghang Tong Hasan Davulcu Jingrui He
HARP: A Novel Hierarchical Attention Model for Relation Prediction. Recommending Statutes: A Portable Method Based on Neural Networks.Yi Feng Chuanyi Li Jidong Ge Bin Luo Vincent Ng
Identifying Linear Models in Multi-Resolution Population Data Using Minimum Description Length Principle to Predict Household Income.Chainarong Amornbunchornvej Navaporn Surasvadi Anon Plangprasopchok Suttipong Thajchayapong
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis.Andrea Rossi Denilson Barbosa Donatella Firmani Antonio Matinata Paolo Merialdo
Volume 15, Number 1, January 2021
Ricardo de Azevedo Brandão Gabriel Resende Machado Ronaldo Ribeiro Goldschmidt Ricardo Choren
CrowdWT: Crowdsourcing via Joint Modeling of Workers and Tasks.Jinzheng Tu Guoxian Yu Jun Wang Carlotta Domeniconi Maozu Guo Xiangliang Zhang
MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes.Guangxu Xun Kishlay Jha Aidong Zhang
Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance Sampling.Yugang Ji Mingyang Yin Hongxia Yang Jingren Zhou Vincent W. Zheng Chuan Shi Yuan Fang
Heterogeneous Graphlets.Ryan A. Rossi Nesreen K. Ahmed Aldo G. Carranza David Arbour Anup B. Rao Sungchul Kim Eunyee Koh
Combinatorial Algorithms for String Sanitization.Giulia Bernardini Huiping Chen Alessio Conte Roberto Grossi Grigorios Loukides Nadia Pisanti Solon P. Pissis Giovanna Rosone Michelle Sweering
Automatic Recommendation of a Distance Measure for Clustering Algorithms.Xiaoyan Zhu Yingbin Li Jiayin Wang Tian Zheng Jingwen Fu
Robust Tensor Recovery with Fiber Outliers for Traffic Events. Multi-Stage Network Embedding for Exploring Heterogeneous Edges.Hong Huang Yu Song Fanghua Ye Xing Xie Xuanhua Shi Hai Jin
Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity.Michael J. Siers Md Zahidul Islam
Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints.Yu Huang Josh Jia-Ching Ying Philip S. Yu Vincent S. Tseng
Span-core Decomposition for Temporal Networks: Algorithms and Applications.Edoardo Galimberti Martino Ciaperoni Alain Barrat Francesco Bonchi Ciro Cattuto Francesco Gullo
Hierarchical Physician Recommendation via Diversity-enhanced Matrix Factorization.