TKDD - volume 14 - 2020 论文列表 |
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Volume 14, Number 6, October 2020
Qian Ma Yu Gu Wang-Chien Lee Ge Yu Hongbo Liu Xindong Wu
Large-scale Data Exploration Using Explanatory Regression Functions.
Fotis Savva Christos Anagnostopoulos Peter Triantafillou Kostas Kolomvatsos
Robust Adaptive Linear Discriminant Analysis with Bidirectional Reconstruction Constraint.Jipeng Guo Yanfeng Sun Junbin Gao Yongli Hu Baocai Yin
Bi-Directional Recurrent Attentional Topic Model.Shuangyin Li Yu Zhang Rong Pan
Scalable Spatial Scan Statistics for Trajectories.Michael Matheny Dong Xie Jeff M. Phillips
Time-Warped Sparse Non-negative Factorization for Functional Data Analysis.Chen Zhang Steven C. H. Hoi Fugee Tsung
Efficient Outlier Detection in Text Corpus Using Rare Frequency and Ranking.Wathsala Anupama Mohotti Richi Nayak
An Approach For Concept Drift Detection in a Graph Stream Using Discriminative Subgraphs. Probabilistic Modeling for Frequency Vectors Using a Flexible Shifted-Scaled Dirichlet Distribution Prior. Heterogeneous Univariate Outlier Ensembles in Multidimensional Data. Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation.Renjun Hu Yanchi Liu Yanyan Li Jingbo Zhou Shuai Ma Hui Xiong
Influence Maximization: Seeding Based on Community Structure. NGUARD+: An Attention-based Game Bot Detection Framework via Player Behavior Sequences.Jiarong Xu Yifan Luo Jianrong Tao Changjie Fan Zhou Zhao Jiangang Lu
Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks.Volume 14, Number 5, August 2020
Ryan A. Rossi Di Jin Sungchul Kim Nesreen K. Ahmed Danai Koutra John Boaz Lee
Efficient Mining of Outlying Sequence Patterns for Analyzing Outlierness of Sequence Data.Tingting Wang Lei Duan Guozhu Dong Zhifeng Bao
End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses.Hung T. Nguyen Xuejian Wang Leman Akoglu
A General Coreset-Based Approach to Diversity Maximization under Matroid Constraints.Matteo Ceccarello Andrea Pietracaprina Geppino Pucci
A Unified Framework for Sparse Online Learning.Peilin Zhao Dayong Wang Pengcheng Wu Steven C. H. Hoi
Efficient Approaches to k Representative G-Skyline Queries.Xu Zhou Kenli Li ZhiBang Yang Yunjun Gao Keqin Li
Adversarial Attacks on Graph Neural Networks: Perturbations and their Patterns.Daniel Zügner Oliver Borchert Amir Akbarnejad Stephan Günnemann
MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension. Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans.Dominik Mautz Wei Ye Claudia Plant Christian Böhm
Pop Music Generation: From Melody to Multi-style Arrangement.Hongyuan Zhu Qi Liu Nicholas Jing Yuan Kun Zhang Guang Zhou Enhong Chen
Learning Distance Metrics from Probabilistic Information.Mengdi Huai Chenglin Miao Yaliang Li Qiuling Suo Lu Su Aidong Zhang
Multi-User Mobile Sequential Recommendation for Route Optimization.Keli Xiao Zeyang Ye Lihao Zhang Wenjun Zhou Yong Ge Yuefan Deng
Towards an Optimal Outdoor Advertising Placement: When a Budget Constraint Meets Moving Trajectories.Ping Zhang Zhifeng Bao Yuchen Li Guoliang Li Yipeng Zhang Zhiyong Peng
Introduction to the Special Issue on the Best Papers from KDD 2018.Volume 14, Number 4, July 2020
Yuanbo Xu Yongjian Yang En Wang Jiayu Han Fuzhen Zhuang Zhiwen Yu Hui Xiong
Discovering Anomalies by Incorporating Feedback from an Expert.Shubhomoy Das Weng-Keen Wong Thomas G. Dietterich Alan Fern Andrew Emmott
Self-weighted Multi-view Fuzzy Clustering.Xiaofeng Zhu Shichao Zhang Yonghua Zhu Wei Zheng Yang Yang
Internal Evaluation of Unsupervised Outlier Detection.Henrique O. Marques Ricardo J. G. B. Campello Jörg Sander Arthur Zimek
Sparse Graph Connectivity for Image Segmentation.Xiaofeng Zhu Shichao Zhang Jilian Zhang Yonggang Li Guangquan Lu Yang Yang
Edge2vec: Edge-based Social Network Embedding.Changping Wang Chaokun Wang Zheng Wang Xiaojun Ye Philip S. Yu
Learning Bayesian Networks with the Saiyan Algorithm. Social Collaborative Mutual Learning for Item Recommendation.Tianyu Zhu Guannan Liu Guoqing Chen
Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks.Cen Chen Kenli Li Sin G. Teo Xiaofeng Zou Keqin Li Zeng Zeng
The Gene of Scientific Success.Xiangjie Kong Jun Zhang Da Zhang Yi Bu Ying Ding Feng Xia
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent.Balasubramaniam Thirunavukarasu Richi Nayak Chau Yuen
Fully Dynamic Approximate k-Core Decomposition in Hypergraphs. Incomplete Network Alignment: Problem Definitions and Fast Solutions.Volume 14, Number 3, May 2020
Heli Sun Fang He Jianbin Huang Yizhou Sun Yang Li Chenyu Wang Liang He Zhongbin Sun Xiaolin Jia
Framework for Inferring Following Strategies from Time Series of Movement Data.Chainarong Amornbunchornvej Tanya Y. Berger-Wolf
Better Classifier Calibration for Small Datasets.Tuomo Alasalmi Jaakko Suutala Juha Röning Heli Koskimäki
Enhanced Data Mining Technique to Measure Satisfaction Degree of Social Media Users of Xeljanz Drug.M. M. Abd-Elaziz Hazem M. El-Bakry Ahmed Abou Elfetouh Amira Elzeiny
A Deep Multi-task Contextual Attention Framework for Multi-modal Affect Analysis.Md. Shad Akhtar Dushyant Singh Chauhan Asif Ekbal
Story Forest: Extracting Events and Telling Stories from Breaking News.Bang Liu Fred X. Han Di Niu Linglong Kong Kunfeng Lai Yu Xu
Robust Drift Characterization from Event Streams of Business Processes.Alireza Ostovar Sander J. J. Leemans Marcello La Rosa
Continuous Influence Maximization.Yu Yang Xiangbo Mao Jian Pei Xiaofei He
Data Sharing via Differentially Private Coupled Matrix Factorization. Efficient Ridesharing Framework for Ride-matching via Heterogeneous Network Embedding.Lei Tang Zihang Liu Yaling Zhao Zongtao Duan Jingchi Jia
MP2SDA: Multi-Party Parallelized Sparse Discriminant Learning. Linearization of Dependency and Sampling for Participation-based Betweenness Centrality in Very Large B-hypergraphs.Volume 14, Number 2, March 2020
Ting Hua Chang-Tien Lu Jaegul Choo Chandan K. Reddy
New Algorithms of Feature Selection and Big Data Assignment for CBR System Integrated by Bayesian Network.Yuan Guo Yu Sun Kai Wu Kerong Jiang
Community Detection by Motif-Aware Label Propagation.Pei-Zhen Li Ling Huang Chang-Dong Wang Jian-Huang Lai Dong Huang
Multiple Set Matching with Bloom Matrix and Bloom Vector.Francesco Concas Pengfei Xu Mohammad A. Hoque Jiaheng Lu Sasu Tarkoma
AR2Net: An Attentive Neural Approach for Business Location Selection with Satellite Data and Urban Data.Yanan Xu Yanyan Shen Yanmin Zhu Jiadi Yu
Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian Optimization.Jialin Dong Kai Yang Yuanming Shi
CenEEGs: Valid EEG Selection for Classification.Chenglong Dai Dechang Pi Stefanie I. Becker Jia Wu Lin Cui Blake W. Johnson
Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning.Shuai Liu Guojie Song Wenhao Huang
Bradykinesia Recognition in Parkinson's Disease via Single RGB Video.Bo Lin Wei Luo Zhiling Luo Bo Wang Shuiguang Deng Jianwei Yin Mengchu Zhou
Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization.Xiaoqiang Yan Zhengzheng Lou Shizhe Hu Yangdong Ye
Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors Make It Better.Chi-Chun Lin Kun-Ta Chuang Wush Chi-Hsuan Wu Ming-Syan Chen
Generalizing Long Short-Term Memory Network for Deep Learning from Generic Data.Huimei Han Xingquan Zhu Ying Li
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams.Kijung Shin Sejoon Oh Jisu Kim Bryan Hooi Christos Faloutsos
Volume 14, Number 1, February 2020
Edoardo Galimberti Francesco Bonchi Francesco Gullo Tommaso Lanciano
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach.Xinjiang Lu Zhiwen Yu Chuanren Liu Yanchi Liu Hui Xiong Bin Guo
Adaptive Local Linear Discriminant Analysis.Feiping Nie Zheng Wang Rong Wang Zhen Wang Xuelong Li
A Review on OLAP Technologies Applied to Information Networks.Paulo Orlando Queiroz-Sousa Ana Carolina Salgado
Evolutionary Classifier and Cluster Selection Approach for Ensemble Classification.Zohaib Md. Jan Brijesh K. Verma
Treatment Effect Estimation via Differentiated Confounder Balancing and Regression.Kun Kuang Peng Cui Bo Li Meng Jiang Yashen Wang Fei Wu Shiqiang Yang
Fast Parallel Algorithms for Counting and Listing Triangles in Big Graphs.Shaikh Arifuzzaman Maleq Khan Madhav Marathe
CFOF: A Concentration Free Measure for Anomaly Detection. Local Overlapping Community Detection.Li Ni Wenjian Luo Wenjie Zhu Bei Hua
A Unified Multi-view Clustering Algorithm Using Multi-objective Optimization Coupled with Generative Model. A New Smooth Approximation to the Zero One Loss with a Probabilistic Interpretation.