Journal: TKDD

Volume 14, Issue 6

0 -- 0Chen Zhang, Steven C. H. Hoi, Fugee Tsung. Time-Warped Sparse Non-negative Factorization for Functional Data Analysis
0 -- 0Athanasios N. Nikolakopoulos, George Karypis. Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks
0 -- 0Renjun Hu, Yanchi Liu, Yanyan Li, Jingbo Zhou, Shuai Ma 0001, Hui Xiong 0001. Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation
0 -- 0Ramesh Paudel, William Eberle. An Approach For Concept Drift Detection in a Graph Stream Using Discriminative Subgraphs
0 -- 0Wathsala Anupama Mohotti, Richi Nayak. Efficient Outlier Detection in Text Corpus Using Rare Frequency and Ranking
0 -- 0Jianxiong Guo, Weili Wu. Influence Maximization: Seeding Based on Community Structure
0 -- 0Guansong Pang, Longbing Cao. Heterogeneous Univariate Outlier Ensembles in Multidimensional Data
0 -- 0Jiarong Xu, Yifan Luo, Jianrong Tao, Changjie Fan, Zhou Zhao, Jiangang Lu. NGUARD+: An Attention-based Game Bot Detection Framework via Player Behavior Sequences
0 -- 0Nuha Zamzami, Nizar Bouguila. Probabilistic Modeling for Frequency Vectors Using a Flexible Shifted-Scaled Dirichlet Distribution Prior
0 -- 0Michael Matheny, Dong Xie 0001, Jeff M. Phillips. Scalable Spatial Scan Statistics for Trajectories
0 -- 0Shuangyin Li, Yu Zhang 0006, Rong Pan. Bi-Directional Recurrent Attentional Topic Model
0 -- 0Jipeng Guo 0001, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin. Robust Adaptive Linear Discriminant Analysis with Bidirectional Reconstruction Constraint
0 -- 0Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou, Kostas Kolomvatsos. Large-scale Data Exploration Using Explanatory Regression Functions
0 -- 0Qian Ma 0003, Yu Gu 0002, Wang-Chien Lee, Ge Yu 0001, Hongbo Liu 0002, Xindong Wu 0001. REMIAN: Real-Time and Error-Tolerant Missing Value Imputation

Volume 14, Issue 5

0 -- 0Hongyuan Zhu, Qi Liu 0003, Nicholas Jing Yuan, Kun Zhang, Guang Zhou, Enhong Chen. Pop Music Generation: From Melody to Multi-style Arrangement
0 -- 0Tingting Wang, Lei Duan, Guozhu Dong, Zhifeng Bao. Efficient Mining of Outlying Sequence Patterns for Analyzing Outlierness of Sequence Data
0 -- 0Hung Nguyen, Xuejian Wang, Leman Akoglu. End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses
0 -- 0Daniel Zügner, Oliver Borchert, Amir Akbarnejad, Stephan Günnemann. Adversarial Attacks on Graph Neural Networks: Perturbations and their Patterns
0 -- 0Ryan A. Rossi, Di Jin, SungChul Kim, Nesreen K. Ahmed, Danai Koutra, John Boaz Lee. On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications
0 -- 0Keli Xiao, Zeyang Ye, Lihao Zhang, Wenjun Zhou, Yong Ge, Yuefan Deng. Multi-User Mobile Sequential Recommendation for Route Optimization
0 -- 0Peilin Zhao, Dayong Wang, Pengcheng Wu, Steven C. H. Hoi. A Unified Framework for Sparse Online Learning
0 -- 0Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang. Learning Distance Metrics from Probabilistic Information
0 -- 0Matteo Riondato, Fabio Vandin. MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension
0 -- 0Dominik Mautz, Wei Ye 0001, Claudia Plant, Christian Böhm. Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans
0 -- 0Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci. A General Coreset-Based Approach to Diversity Maximization under Matroid Constraints
0 -- 0Ping Zhang, Zhifeng Bao, Yuchen Li, Guoliang Li 0001, Yipeng Zhang, Zhiyong Peng. Towards an Optimal Outdoor Advertising Placement: When a Budget Constraint Meets Moving Trajectories
0 -- 0Hui Xiong, Chih-Jen Lin. Introduction to the Special Issue on the Best Papers from KDD 2018
0 -- 0Xu Zhou, Kenli Li, ZhiBang Yang, Yunjun Gao, Keqin Li 0001. Efficient Approaches to k Representative G-Skyline Queries

Volume 14, Issue 4

0 -- 0Xiaofeng Zhu 0001, Shichao Zhang, Jilian Zhang, Yonggang Li, Guangquan Lu, Yang Yang 0002. Sparse Graph Connectivity for Image Segmentation
0 -- 0Anthony C. Constantinou. Learning Bayesian Networks with the Saiyan Algorithm
0 -- 0Tianyu Zhu, Guannan Liu, Guoqing Chen. Social Collaborative Mutual Learning for Item Recommendation
0 -- 0Xiaofeng Zhu 0001, Shichao Zhang, Yonghua Zhu, Wei Zheng, Yang Yang 0002. Self-weighted Multi-view Fuzzy Clustering
0 -- 0Xiangjie Kong, Jun Zhang, Da Zhang, Yi Bu, Ying Ding, Feng Xia 0001. The Gene of Scientific Success
0 -- 0Bintao Sun, T.-H. Hubert Chan, Mauro Sozio. Fully Dynamic Approximate k-Core Decomposition in Hypergraphs
0 -- 0Cen Chen, Kenli Li, Sin G. Teo, Xiaofeng Zou, Keqin Li 0001, Zeng Zeng. Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks
0 -- 0Henrique O. Marques, Ricardo J. G. B. Campello, Jörg Sander 0001, Arthur Zimek. Internal Evaluation of Unsupervised Outlier Detection
0 -- 0Si Zhang, Hanghang Tong, Jie Tang 0001, JieJun Xu, Wei Fan 0001. Incomplete Network Alignment: Problem Definitions and Fast Solutions
0 -- 0Yuanbo Xu, Yongjian Yang, En Wang, Jiayu Han, Fuzhen Zhuang, Zhiwen Yu 0001, Hui Xiong 0001. Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback
0 -- 0Changping Wang, Chaokun Wang, Zheng Wang, Xiaojun Ye, Philip S. Yu. Edge2vec: Edge-based Social Network Embedding
0 -- 0Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott. Discovering Anomalies by Incorporating Feedback from an Expert
0 -- 0Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen. Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent

Volume 14, Issue 3

0 -- 0Theodoros Lappas. Mining Career Paths from Large Resume Databases: Evidence from IT Professionals
0 -- 0Kwang Hee Lee, Myoung-Ho Kim. Linearization of Dependency and Sampling for Participation-based Betweenness Centrality in Very Large B-hypergraphs
0 -- 0Tuomo Alasalmi, Jaakko Suutala, Juha Röning, Heli Koskimäki. Better Classifier Calibration for Small Datasets
0 -- 0Bang Liu, Fred X. Han, Di Niu, Linglong Kong, Kunfeng Lai, Yu Xu. Story Forest: Extracting Events and Telling Stories from Breaking News
0 -- 0Heli Sun, Fang He, Jianbin Huang, Yizhou Sun, Yang Li, Chenyu Wang, Liang He, Zhongbin Sun, Xiaolin Jia. Network Embedding for Community Detection in Attributed Networks
0 -- 0Chainarong Amornbunchornvej, Tanya Y. Berger-Wolf. Framework for Inferring Following Strategies from Time Series of Movement Data
0 -- 0M. M. Abd-Elaziz, Hazem M. El-Bakry, Ahmed Abou Elfetouh, Amira Elzeiny. Enhanced Data Mining Technique to Measure Satisfaction Degree of Social Media Users of Xeljanz Drug
0 -- 0Lei Tang 0002, Zihang Liu, Yaling Zhao, Zongtao Duan, Jingchi Jia. Efficient Ridesharing Framework for Ride-matching via Heterogeneous Network Embedding
0 -- 0Md. Shad Akhtar, Dushyant Singh Chauhan, Asif Ekbal. A Deep Multi-task Contextual Attention Framework for Multi-modal Affect Analysis
0 -- 0Beyza Ermis, A. Taylan Cemgil. Data Sharing via Differentially Private Coupled Matrix Factorization
0 -- 0Jiang Bian, Haoyi Xiong, Yanjie Fu, Jun Huan, Zhishan Guo. 2SDA: Multi-Party Parallelized Sparse Discriminant Learning
0 -- 0Yu Yang 0001, Xiangbo Mao, Jian Pei, Xiaofei He 0001. Continuous Influence Maximization
0 -- 0Alireza Ostovar, Sander J. J. Leemans, Marcello La Rosa. Robust Drift Characterization from Event Streams of Business Processes

Volume 14, Issue 2

0 -- 0Kijung Shin, Sejoon Oh, Jisu Kim, Bryan Hooi, Christos Faloutsos. Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams
0 -- 0Xiaoqiang Yan, Zhengzheng Lou, Shizhe Hu, Yangdong Ye. Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization
0 -- 0Chi-Chun Lin, Kun-Ta Chuang, Wush Chi-Hsuan Wu, Ming-Syan Chen. Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors Make It Better
0 -- 0Shuai Liu, Guojie Song, Wenhao Huang. Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning
0 -- 0Chenglong Dai, Dechang Pi, Stefanie I. Becker, Jia Wu 0001, Lin Cui, Blake W. Johnson. CenEEGs: Valid EEG Selection for Classification
0 -- 0Bo Lin, Wei Luo, Zhiling Luo, Bo Wang, ShuiGuang Deng, Jianwei Yin, MengChu Zhou. Bradykinesia Recognition in Parkinson's Disease via Single RGB Video
0 -- 0Jialin Dong, Kai Yang, Yuanming Shi. Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian Optimization
0 -- 0Yuan Guo, Yu Sun, Kai Wu, Kerong Jiang. New Algorithms of Feature Selection and Big Data Assignment for CBR System Integrated by Bayesian Network
0 -- 0Pei-Zhen Li, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Dong Huang. Community Detection by Motif-Aware Label Propagation
0 -- 0Francesco Concas, Pengfei Xu 0004, Mohammad A. Hoque, Jiaheng Lu, Sasu Tarkoma. Multiple Set Matching with Bloom Matrix and Bloom Vector
0 -- 0Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu. 2Net: An Attentive Neural Approach for Business Location Selection with Satellite Data and Urban Data
0 -- 0Ting Hua, Chang-Tien Lu, Jaegul Choo, Chandan K. Reddy. Probabilistic Topic Modeling for Comparative Analysis of Document Collections
0 -- 0Huimei Han, Xingquan Zhu, Ying Li. Generalizing Long Short-Term Memory Network for Deep Learning from Generic Data

Volume 14, Issue 1

0 -- 0Zohaib Md. Jan, Brijesh K. Verma. Evolutionary Classifier and Cluster Selection Approach for Ensemble Classification
0 -- 0Paulo Orlando Queiroz-Sousa, Ana Carolina Salgado. A Review on OLAP Technologies Applied to Information Networks
0 -- 0Md. Kamrul Hasan, Christopher J. Pal. A New Smooth Approximation to the Zero One Loss with a Probabilistic Interpretation
0 -- 0Fabrizio Angiulli. CFOF: A Concentration Free Measure for Anomaly Detection
0 -- 0Sayantan Mitra, Mohammed Hasanuzzaman, Sriparna Saha 0001. A Unified Multi-view Clustering Algorithm Using Multi-objective Optimization Coupled with Generative Model
0 -- 0Kun Kuang, Peng Cui 0001, Bo Li 0064, Meng Jiang 0001, Yashen Wang, Fei Wu, Shiqiang Yang. Treatment Effect Estimation via Differentiated Confounder Balancing and Regression
0 -- 0Shaikh Arifuzzaman, Maleq Khan, Madhav Marathe. Fast Parallel Algorithms for Counting and Listing Triangles in Big Graphs
0 -- 0Li Ni, Wenjian Luo, Wenjie Zhu, Bei Hua. Local Overlapping Community Detection
0 -- 0Xinjiang Lu, Zhiwen Yu 0001, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo. Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach
0 -- 0Feiping Nie, Zheng Wang 0037, Rong Wang, Zhen Wang 0004, Xuelong Li. Adaptive Local Linear Discriminant Analysis
0 -- 0Edoardo Galimberti, Francesco Bonchi, Francesco Gullo, Tommaso Lanciano. Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications