Journal: TKDD

Volume 16, Issue 6

0 -- 0Ziyue Li 0002, Hao Yan, Fugee Tsung, Ke Zhang. Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection
0 -- 0Shaowei Wang, Lingling Zhang, Xuan Luo, Yi Yang, Xin Hu, Tao Qin, Jun Liu 0002. Computer Science Diagram Understanding with Topology Parsing
0 -- 0Jun-Gi Jang, Chaeheum Park, Changwon Jang, Geonsoo Kim, U Kang. Finding Key Structures in MMORPG Graph with Hierarchical Graph Summarization
0 -- 0Michele Coscia. Generalized Euclidean Measure to Estimate Distances on Multilayer Networks
0 -- 0Fu Jie Tey, Tin Yu Wu, Jiann-Liang Chen. Machine Learning-based Short-term Rainfall Prediction from Sky Data
0 -- 0Maya Benarous, Eran Toch, Irad Ben-Gal. Synthesis of Longitudinal Human Location Sequences: Balancing Utility and Privacy
0 -- 0Xiaoying Zhang, Hong Xie 0004, John C. S. Lui. Improving Bandit Learning Via Heterogeneous Information Networks: Algorithms and Applications
0 -- 0Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis. Spectral Ranking Regression
0 -- 0Yu Wang 0072, Hanghang Tong, Ziye Zhu, Yun Li 0009. Nested Named Entity Recognition: A Survey
0 -- 0Zhaobo Wang, Yanmin Zhu, Qiaomei Zhang, Haobing Liu, Chunyang Wang, Tong Liu 0001. Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation
0 -- 0Sindhu Tipirneni, Chandan K. Reddy. Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
0 -- 0Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda. A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting
0 -- 0Houping Xiao, Shiyu Wang. Toward Quality of Information Aware Distributed Machine Learning
0 -- 0Haoyi Xiong, Ruosi Wan, Jian Zhao, Zeyu Chen, Xingjian Li 0002, Zhanxing Zhu, Jun Huan. GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge Transfer, Distillation, and Adversarial Training
0 -- 0Xing Yang, Chen Zhang 0007, Baihua Zheng. Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization
0 -- 0Yue Hu, Ao Qu, Yanbing Wang, Daniel B. Work. Streaming Data Preprocessing via Online Tensor Recovery for Large Environmental Sensor Networks
0 -- 0Leonardo Pellegrina, Cyrus Cousins, Fabio Vandin, Matteo Riondato. MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate Pattern Mining
0 -- 0Derek DeSantis, Erik Skau, Duc P. Truong, Boian S. Alexandrov. Factorization of Binary Matrices: Rank Relations, Uniqueness and Model Selection of Boolean Decomposition
0 -- 0Pengfei Ma, Youxi Wu, Yan Li 0087, Lei Guo 0015, He Jiang 0001, Xingquan Zhu 0001, Xindong Wu 0001. HW-Forest: Deep Forest with Hashing Screening and Window Screening
0 -- 0Nengjun Zhu, Jian Cao 0001, Xinjiang Lu, Chuanren Liu, Hao Liu 0026, Yanyan Li, Xiangfeng Luo, Hui Xiong 0001. Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network
0 -- 0Jianghui Cai, YuQing Yang, Haifeng Yang 0001, Xujun Zhao, Jing Hao. ARIS: A Noise Insensitive Data Pre-Processing Scheme for Data Reduction Using Influence Space
0 -- 0Reem A. Mahmoud, Hazem M. Hajj. Multi-objective Learning to Overcome Catastrophic Forgetting in Time-series Applications
0 -- 0Shilin Gu, Yuhua Qian, Chenping Hou. Incremental Feature Spaces Learning with Label Scarcity
0 -- 0Zhe Li, Chunhua Sun, Chunli Liu, Xiayu Chen, Meng Wang 0001, Yezheng Liu 0001. Dual-MGAN: An Efficient Approach for Semi-supervised Outlier Detection with Few Identified Anomalies
0 -- 0Marcel Jirina, Said Krayem. The Distance Function Optimization for the Near Neighbors-Based Classifiers

Volume 16, Issue 5

0 -- 0Ryoma Sato, Makoto Yamada, Hisashi Kashima. Constant Time Graph Neural Networks
0 -- 0Peng Zhou 0008, Shu Zhao, Yuan-ting Yan, Xindong Wu 0001. Online Scalable Streaming Feature Selection via Dynamic Decision
0 -- 0Koffi Eddy Ihou, Manar Amayri, Nizar Bouguila. Stochastic Variational Optimization of a Hierarchical Dirichlet Process Latent Beta-Liouville Topic Model
0 -- 0Sheng Zhong, Vinícius M. A. de Souza, Abdullah Mueen 0001. Combining Filtering and Cross-Correlation Efficiently for Streaming Time Series
0 -- 0Saullo H. G. Oliveira, André R. Gonçalves 0001, Fernando J. Von Zuben. Asymmetric Multi-Task Learning with Local Transference
0 -- 0Athanasios Davvetas, Iraklis A. Klampanos, Spiros Skiadopoulos, Vangelis Karkaletsis. Evidence Transfer: Learning Improved Representations According to External Heterogeneous Task Outcomes
0 -- 0Zhaolong Ling, Kui Yu, Lin Liu 0003, Jiuyong Li, Yiwen Zhang, Xindong Wu 0001. PSL: An Algorithm for Partial Bayesian Network Structure Learning
0 -- 0Shuyu Pei, Kun Xie 0001, Xin Wang 0001, Gaogang Xie, Kenli Li 0001, Wei Li, Yanbiao Li, Jigang Wen. h Sequences for Multi-set Membership Query
0 -- 0Aparna S. Varde. Computational Estimation by Scientific Data Mining with Classical Methods to Automate Learning Strategies of Scientists
0 -- 0Xiangyu Ke, Arijit Khan 0001, Francesco Bonchi. Multi-relation Graph Summarization
0 -- 0Ling Chen 0001, Hongyu Shi. DexDeepFM: Ensemble Diversity Enhanced Extreme Deep Factorization Machine Model
0 -- 0Mengdi Huai, Tianhang Zheng, Chenglin Miao, Liuyi Yao, Aidong Zhang. On the Robustness of Metric Learning: An Adversarial Perspective
0 -- 0Shikha Singh 0001, Émilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar. Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring
0 -- 0MS Promila Sharma, Uma Meena, Girish Kumar Sharma. Intelligent Data Analysis using Optimized Support Vector Machine Based Data Mining Approach for Tourism Industry
0 -- 0Weirong Chen, Jiaqi Zheng, Haoyu Yu, Guihai Chen, Yixin Chen, Dongsheng Li 0001. Online Learning Bipartite Matching with Non-stationary Distributions
0 -- 0Hao Liu 0026, Qingyu Guo, Hengshu Zhu, Fuzhen Zhuang, Shenwen Yang, Dejing Dou, Hui Xiong 0001. Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond
0 -- 0Yanyan Shen, Baoyuan Ou, Ranzhen Li. MBN: Towards Multi-Behavior Sequence Modeling for Next Basket Recommendation
0 -- 0K. M. Pooja 0001, Samrat Mondal, Joydeep Chandra. Exploiting Higher Order Multi-dimensional Relationships with Self-attention for Author Name Disambiguation
0 -- 0Kanika Goel 0002, Sander J. J. Leemans, Niels Martin, Moe Thandar Wynn. Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations
0 -- 0Zhaopeng Qiu, Yunfan Hu, Xian Wu. Graph Neural News Recommendation with User Existing and Potential Interest Modeling

Volume 16, Issue 4

0 -- 0Manish Gupta 0001, Puneet Agrawal. Compression of Deep Learning Models for Text: A Survey
0 -- 0Siddharth Bhatia 0001, Rui Liu 0004, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos. Real-Time Anomaly Detection in Edge Streams
0 -- 0Fei Gao 0014, Jiada Li, Yisu Ge, Jianwen Shao, Shufang Lu, Libo Weng. A Trajectory Evaluator by Sub-tracks for Detecting VOT-based Anomalous Trajectory
0 -- 0Aida Sheshbolouki, M. Tamer Özsu. sGrapp: Butterfly Approximation in Streaming Graphs
0 -- 0Fereshteh Jafariakinabad, Kien A. Hua. A Self-Supervised Representation Learning of Sentence Structure for Authorship Attribution
0 -- 0Kui Yu, Yajing Yang, Wei Ding 0003. Causal Feature Selection with Missing Data
0 -- 0Muhammad Abulaish, Mohd Fazil, Mohammed J. Zaki. Domain-Specific Keyword Extraction Using Joint Modeling of Local and Global Contextual Semantics
0 -- 0Junkun Yuan, Anpeng Wu, Kun Kuang, Bo Li 0064, Runze Wu, Fei Wu 0001, Lanfen Lin. Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition
0 -- 0Muyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Lifan Zhao, Peiyu Liu, Jun Ma 0001, Maarten de Rijke. Mixed Information Flow for Cross-Domain Sequential Recommendations
0 -- 0Mu Yuan, Lan Zhang 0002, Xiang-Yang Li, Xiang-Yang Li 0001, Hui Xiong 0001. Adaptive Model Scheduling for Resource-efficient Data Labeling
0 -- 0Hanrui Wu, Michael K. Ng. Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised Node Classification
0 -- 0Hanrui Wu, Michael K. Ng. Multiple Graphs and Low-Rank Embedding for Multi-Source Heterogeneous Domain Adaptation
0 -- 0Xu Yang, Chao Song, Mengdi Yu, Jiqing Gu, Ming Liu. Distributed Triangle Approximately Counting Algorithms in Simple Graph Stream
0 -- 0Zhe Fu, Li Yu, Xi Niu. TRACE: Travel Reinforcement Recommendation Based on Location-Aware Context Extraction
0 -- 0Danlu Liu, Yu Li, William Baskett, Dan Lin, Chi-Ren Shyu. RHPTree - Risk Hierarchical Pattern Tree for Scalable Long Pattern Mining
0 -- 0Liudmila Prokhorenkova, Alexey Tikhonov, Nelly Litvak. When Less Is More: Systematic Analysis of Cascade-Based Community Detection
0 -- 0Chang Liu, Jie Yan, Feiyue Guo, Min Guo. Forecasting the Market with Machine Learning Algorithms: An Application of NMC-BERT-LSTM-DQN-X Algorithm in Quantitative Trading
0 -- 0Chenji Huang, Yixiang Fang, Xuemin Lin 0001, Xin Cao 0001, Wenjie Zhang 0001. ABLE: Meta-Path Prediction in Heterogeneous Information Networks
0 -- 0Min-Ling Zhang, Jing-Han Wu, Wei-Xuan Bao. Disambiguation Enabled Linear Discriminant Analysis for Partial Label Dimensionality Reduction
0 -- 0Honghui Xu, Zhipeng Cai 0001, Wei Li 0059. Privacy-Preserving Mechanisms for Multi-Label Image Recognition

Volume 16, Issue 3

0 -- 0Guliu Liu, Lei Li 0002, Guanfeng Liu 0001, Xindong Wu 0001. Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation
0 -- 0Kun Kuang, Hengtao Zhang, Runze Wu, Fei Wu 0001, Yueting Zhuang, Aijun Zhang. Balance-Subsampled Stable Prediction Across Unknown Test Data
0 -- 0Yuanchun Jiang, Ruicheng Liang, Ji Zhang, Jianshan Sun, Ye-Zheng Liu 0001, Yang Qian. Network Public Opinion Detection During the Coronavirus Pandemic: A Short-Text Relational Topic Model
0 -- 0Ping Shao, Yang Yang 0009, Shengyao Xu, Chunping Wang. Network Embedding via Motifs
0 -- 0Robert A. Sowah, Bernard Kuditchar, Godfrey A. Mills, Amevi Acakpovi, Raphael A. Twum, Gifty Buah, Robert Agboyi. HCBST: An Efficient Hybrid Sampling Technique for Class Imbalance Problems
0 -- 0Junchen Jin, Mark Heimann, Di Jin 0003, Danai Koutra. Toward Understanding and Evaluating Structural Node Embeddings
0 -- 0Tian Shi, Xuchao Zhang, Ping Wang 0024, Chandan K. Reddy. Corpus-level and Concept-based Explanations for Interpretable Document Classification
0 -- 0Mona Nashaat, Aindrila Ghosh, James Miller 0001, Shaikh Quader. Semi-Supervised Ensemble Learning for Dealing with Inaccurate and Incomplete Supervision
0 -- 0Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu. Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model
0 -- 0Yang Zhou 0001, Jiaxiang Ren 0001, Ruoming Jin, Zijie Zhang, Jingyi Zheng, Zhe Jiang 0001, Da Yan 0001, Dejing Dou. Unsupervised Adversarial Network Alignment with Reinforcement Learning
0 -- 0Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava 0001, Yuanfa Li, Philip S. Yu. Scalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model
0 -- 0Xingjian Li 0002, Haoyi Xiong, Zeyu Chen, Jun Huan, Ji Liu 0003, Cheng-Zhong Xu 0001, Dejing Dou. Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks
0 -- 0Heli Sun, Yang Li, Bing Lv, Wujie Yan, Liang He, Shaojie Qiao, Jianbin Huang. Graph Community Infomax
0 -- 0Shuo Lei, Xuchao Zhang, Liang Zhao 0002, Arnold P. Boedihardjo, Chang-Tien Lu. Online and Distributed Robust Regressions with Extremely Noisy Labels
0 -- 0Yonghui Xu, Shengjie Sun, Huiguo Zhang, Chang'an Yi, Yuan Miao 0001, Dong Yang, Xiaonan Meng, Yi Hu, Ke Wang, HuaQing Min, Hengjie Song, Chuanyan Miao. Time-Aware Graph Embedding: A Temporal Smoothness and Task-Oriented Approach
0 -- 0Huandong Wang, Yong Li 0008, Junjie Lin, Hancheng Cao, Depeng Jin. Context-Aware Semantic Annotation of Mobility Records
0 -- 0Ling Chen 0001, Xing Tang 0006, Weiqi Chen, Yuntao Qian, Yansheng Li, Yongjun Zhang 0002. DACHA: A Dual Graph Convolution Based Temporal Knowledge Graph Representation Learning Method Using Historical Relation
0 -- 0Shangsong Liang, Zhuo Ouyang, Zaiqiao Meng. A Normalizing Flow-Based Co-Embedding Model for Attributed Networks
0 -- 0Youxi Wu, Lanfang Luo, Yan Li 0087, Lei Guo 0015, Philippe Fournier-Viger, Xingquan Zhu 0001, Xindong Wu 0001. NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining

Volume 16, Issue 2

0 -- 0Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto S. M. Barros. Dynamically Adjusting Diversity in Ensembles for the Classification of Data Streams with Concept Drift
0 -- 0João Saúde, Guilherme Ramos, Ludovico Boratto, Carlos Caleiro. A Robust Reputation-Based Group Ranking System and Its Resistance to Bribery
0 -- 0Ming Ding, Tianyu Wang, Xudong Wang. Establishing Smartphone User Behavior Model Based on Energy Consumption Data
0 -- 0Hangbin Zhang, Raymond K. Wong 0001, Victor W. Chu. Hybrid Variational Autoencoder for Recommender Systems
0 -- 0Kevin O'Hare, Anna Jurek-Loughrey, Cassio P. de Campos. High-Value Token-Blocking: Efficient Blocking Method for Record Linkage
0 -- 0Zhenyu Zhang, Lei Zhang, Dingqi Yang, Liu Yang. KRAN: Knowledge Refining Attention Network for Recommendation
0 -- 0Yiding Zhang, Xiao Wang 0017, Nian Liu, Chuan Shi. Embedding Heterogeneous Information Network in Hyperbolic Spaces
0 -- 0Chunkai Zhang, Zilin Du, Yuting Yang, Wensheng Gan, Philip S. Yu. On-Shelf Utility Mining of Sequence Data
0 -- 0Yang Yang 0074, Hongchen Wei, Zhen-Qiang Sun, Guang Yu Li, Yuanchun Zhou, Hui Xiong, Jian Yang. S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification
0 -- 0Rediet Abebe, T.-H. Hubert Chan, Jon M. Kleinberg, Zhibin Liang, David C. Parkes, Mauro Sozio, Charalampos E. Tsourakakis. Opinion Dynamics Optimization by Varying Susceptibility to Persuasion via Non-Convex Local Search
0 -- 0Lucas Santos de Oliveira, Pedro Olmo Stancioli Vaz de Melo, Aline Carneiro Viana. Assessing Large-Scale Power Relations among Locations from Mobility Data
0 -- 0Hanlu Wu, Tengfei Ma 0001, Lingfei Wu, Fangli Xu, Shouling Ji. Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing
0 -- 0Zhao Li, Junshuai Song, Zehong Hu, Zhen Wang, Jun Gao 0003. Constrained Dual-Level Bandit for Personalized Impression Regulation in Online Ranking Systems
0 -- 0Charu C. Aggarwal. Communication from the Editor-in-Chief: State of the ACM Transactions on Knowledge Discovery from Data
0 -- 0Liang Zhao 0002, Yuyang Gao, Jieping Ye, Feng Chen 0001, Yanfang Ye, Chang-Tien Lu, Naren Ramakrishnan. Spatio-Temporal Event Forecasting Using Incremental Multi-Source Feature Learning
0 -- 0Jianfei Yin, Ruili Wang, Yeqing Guo, Yizhe Bai, Shunda Ju, Weili Liu, Joshua Zhexue Huang. Wealth Flow Model: Online Portfolio Selection Based on Learning Wealth Flow Matrices
0 -- 0Guangtao Wang, Gao Cong, Ying Zhang, Zhen Hai, Jieping Ye. A Synopsis Based Approach for Itemset Frequency Estimation over Massive Multi-Transaction Stream
0 -- 0Hui-Jia Li, Lin Wang, Zhan Bu, Jie Cao 0001, Yong Shi 0001. Measuring the Network Vulnerability Based on Markov Criticality
0 -- 0Cong Tran, Won-Yong Shin, Andreas Spitz. Community Detection in Partially Observable Social Networks
0 -- 0Riccardo Cantini, Fabrizio Marozzo, Giovanni Bruno, Paolo Trunfio. Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation on Microblogs
0 -- 0Xueyuan Wang, Hongpo Zhang, Zongmin Wang, Yaqiong Qiao, Jiangtao Ma, Honghua Dai. Con&Net: A Cross-Network Anchor Link Discovery Method Based on Embedding Representation

Volume 16, Issue 1

0 -- 0Fandel Lin, Hsun-Ping Hsieh. A Joint Passenger Flow Inference and Path Recommender System for Deploying New Routes and Stations of Mass Transit Transportation
0 -- 0Huafeng Liu, Liping Jing, Jingxuan Wen, Pengyu Xu, Jian Yu, Michael K. Ng. Bayesian Additive Matrix Approximation for Social Recommendation
0 -- 0Bo Liu, Haowen Zhong, Yanshan Xiao. New Multi-View Classification Method with Uncertain Data
0 -- 0Lichen Wang, Zhengming Ding, Yun Fu 0001. Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation
0 -- 0Min-Ling Zhang, Jun-Peng Fang, Yi-Bo Wang. BiLabel-Specific Features for Multi-Label Classification
0 -- 0Jinjin Guo, Longbing Cao, Zhiguo Gong. Recurrent Coupled Topic Modeling over Sequential Documents
0 -- 0Haobing Liu, Yanmin Zhu, Tianzi Zang, Yanan Xu, Jiadi Yu, Feilong Tang. Jointly Modeling Heterogeneous Student Behaviors and Interactions among Multiple Prediction Tasks
0 -- 0Juhee Han, Younghoon Lee. Explainable Artificial Intelligence-Based Competitive Factor Identification
0 -- 0Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan 0001, Xu Sun 0001, Yuexian Zou. DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention
0 -- 0Jianliang Gao, Xiaoting Ying, Cong Xu, Jianxin Wang, Shichao Zhang, Zhao Li. Graph-Based Stock Recommendation by Time-Aware Relational Attention Network
0 -- 0Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani 0001. Lost in Transduction: Transductive Transfer Learning in Text Classification
0 -- 0Chen Gao, Yong Li 0008, Fuli Feng, Xiangning Chen, Kai Zhao, Xiangnan He 0001, Depeng Jin. Cross-domain Recommendation with Bridge-Item Embeddings
0 -- 0Gyoung S. Na, Hyunju Chang. Unsupervised Subspace Extraction via Deep Kernelized Clustering
0 -- 0Yangfan Li, Kenli Li 0001, Cen Chen, Xu Zhou, Zeng Zeng, Keqin Li 0001. Modeling Temporal Patterns with Dilated Convolutions for Time-Series Forecasting
0 -- 0Yunyan Guo, Jianzhong Li. Distributed Latent Dirichlet Allocation on Streams
0 -- 0Yaojin Lin, Qinghua Hu, Jinghua Liu, Xingquan Zhu 0001, Xindong Wu 0001. MULFE: Multi-Label Learning via Label-Specific Feature Space Ensemble
0 -- 0Keyu Yang, Yunjun Gao, Lei Liang, Song Bian 0002, Lu Chen 0001, Baihua Zheng. CrowdTC: Crowd-powered Learning for Text Classification
0 -- 0Luyue Lin, Xin Zheng, Bo Liu 0002, Wei Chen, Yanshan Xiao. A Latent Variable Augmentation Method for Image Categorization with Insufficient Training Samples
0 -- 0Ricky Laishram, Jeremy D. Wendt, Sucheta Soundarajan. MCS+: An Efficient Algorithm for Crawling the Community Structure in Multiplex Networks
0 -- 0Wu-Lee, Yuliang Shi, Hongfeng Sun, Lin Cheng, Kun Zhang 0013, Xinjun Wang, Zhiyong Chen. MSIPA: Multi-Scale Interval Pattern-Aware Network for ICU Transfer Prediction