TKDD - volume 16 - 2022 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 16, Number 4, August 2022
Xu Yang Chao Song Mengdi Yu Jiqing Gu Ming Liu
When Less Is More: Systematic Analysis of Cascade-Based Community Detection.Liudmila Prokhorenkova Alexey Tikhonov Nelly Litvak
Multiple Graphs and Low-Rank Embedding for Multi-Source Heterogeneous Domain Adaptation. sGrapp: Butterfly Approximation in Streaming Graphs.Aida Sheshbolouki M. Tamer Özsu
Real-Time Anomaly Detection in Edge Streams.Siddharth Bhatia Rui Liu Bryan Hooi Minji Yoon Kijung Shin Christos Faloutsos
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition.Junkun Yuan Anpeng Wu Kun Kuang Bo Li Runze Wu Fei Wu Lanfen Lin
ABLE: Meta-Path Prediction in Heterogeneous Information Networks.Chenji Huang Yixiang Fang Xuemin Lin Xin Cao Wenjie Zhang
Disambiguation Enabled Linear Discriminant Analysis for Partial Label Dimensionality Reduction.Min-Ling Zhang Jing-Han Wu Wei-Xuan Bao
Adaptive Model Scheduling for Resource-efficient Data Labeling.Mu Yuan Lan Zhang Xiang-Yang Li Xiang-Yang Li Hui Xiong
Domain-Specific Keyword Extraction Using Joint Modeling of Local and Global Contextual Semantics.Muhammad Abulaish Mohd Fazil Mohammed J. Zaki
Privacy-Preserving Mechanisms for Multi-Label Image Recognition. A Self-Supervised Representation Learning of Sentence Structure for Authorship Attribution.Fereshteh Jafariakinabad Kien A. Hua
A Trajectory Evaluator by Sub-tracks for Detecting VOT-based Anomalous Trajectory.Fei Gao Jiada Li Yisu Ge Jianwen Shao Shufang Lu Libo Weng
Causal Feature Selection with Missing Data. TRACE: Travel Reinforcement Recommendation Based on Location-Aware Context Extraction. Mixed Information Flow for Cross-Domain Sequential Recommendations.Muyang Ma Pengjie Ren Zhumin Chen Zhaochun Ren Lifan Zhao Peiyu Liu Jun Ma Maarten de Rijke
RHPTree - Risk Hierarchical Pattern Tree for Scalable Long Pattern Mining.Danlu Liu Yu Li William Baskett Dan Lin Chi-Ren Shyu
Forecasting the Market with Machine Learning Algorithms: An Application of NMC-BERT-LSTM-DQN-X Algorithm in Quantitative Trading. Compression of Deep Learning Models for Text: A Survey.Volume 16, Number 3, June 2022
Jerry Chun-Wei Lin Youcef Djenouri Gautam Srivastava Yuanfa Li Philip S. Yu
Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model.Mengzhuo Guo Zhongzhi Xu Qingpeng Zhang Xiuwu Liao Jiapeng Liu
Toward Understanding and Evaluating Structural Node Embeddings.Junchen Jin Mark Heimann Di Jin Danai Koutra
HCBST: An Efficient Hybrid Sampling Technique for Class Imbalance Problems.Robert A. Sowah Bernard Kuditchar Godfrey A. Mills Amevi Acakpovi Raphael A. Twum Gifty Buah Robert Agboyi
Time-Aware Graph Embedding: A Temporal Smoothness and Task-Oriented Approach.Yonghui Xu Shengjie Sun Huiguo Zhang Chang'an Yi Yuan Miao Dong Yang Xiaonan Meng Yi Hu Ke Wang Huaqing Min Hengjie Song Chuanyan Miao
A Normalizing Flow-Based Co-Embedding Model for Attributed Networks.Shangsong Liang Zhuo Ouyang Zaiqiao Meng
Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation.Guliu Liu Lei Li Guanfeng Liu Xindong Wu
Graph Community Infomax.Heli Sun Yang Li Bing Lv Wujie Yan Liang He Shaojie Qiao Jianbin Huang
Network Public Opinion Detection During the Coronavirus Pandemic: A Short-Text Relational Topic Model.Yuanchun Jiang Ruicheng Liang Ji Zhang Jianshan Sun Ye-Zheng Liu Yang Qian
NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining.Youxi Wu Lanfang Luo Yan Li Lei Guo Philippe Fournier-Viger Xingquan Zhu Xindong Wu
Unsupervised Adversarial Network Alignment with Reinforcement Learning.Yang Zhou Jiaxiang Ren Ruoming Jin Zijie Zhang Jingyi Zheng Zhe Jiang Da Yan Dejing Dou
Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency.Jie Feng Yong Li Ziqian Lin Can Rong Funing Sun Diansheng Guo Depeng Jin
Corpus-level and Concept-based Explanations for Interpretable Document Classification.Tian Shi Xuchao Zhang Ping Wang Chandan K. Reddy
Context-Aware Semantic Annotation of Mobility Records.Huandong Wang Yong Li Junjie Lin Hancheng Cao Depeng Jin
DACHA: A Dual Graph Convolution Based Temporal Knowledge Graph Representation Learning Method Using Historical Relation.Ling Chen Xing Tang Weiqi Chen Yuntao Qian Yansheng Li Yongjun Zhang
Balance-Subsampled Stable Prediction Across Unknown Test Data.Kun Kuang Hengtao Zhang Runze Wu Fei Wu Yueting Zhuang Aijun Zhang
Network Embedding via Motifs.Ping Shao Yang Yang Shengyao Xu Chunping Wang
Semi-Supervised Ensemble Learning for Dealing with Inaccurate and Incomplete Supervision.Mona Nashaat Aindrila Ghosh James Miller Shaikh Quader
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks.Xingjian Li Haoyi Xiong Zeyu Chen Jun Huan Ji Liu Cheng-Zhong Xu Dejing Dou
Online and Distributed Robust Regressions with Extremely Noisy Labels.Shuo Lei Xuchao Zhang Liang Zhao Arnold P. Boedihardjo Chang-Tien Lu
Volume 16, Number 2, April 2022
Liang Zhao Yuyang Gao Jieping Ye Feng Chen Yanfang Ye Chang-Tien Lu Naren Ramakrishnan
KRAN: Knowledge Refining Attention Network for Recommendation.Zhenyu Zhang Lei Zhang Dingqi Yang Liu Yang
Assessing Large-Scale Power Relations among Locations from Mobility Data.Lucas Santos de Oliveira Pedro Olmo Stancioli Vaz de Melo Aline Carneiro Viana
Hybrid Variational Autoencoder for Recommender Systems.Hangbin Zhang Raymond K. Wong Victor W. Chu
Con&Net: A Cross-Network Anchor Link Discovery Method Based on Embedding Representation.Xueyuan Wang Hongpo Zhang Zongmin Wang Yaqiong Qiao Jiangtao Ma Honghua Dai
Embedding Heterogeneous Information Network in Hyperbolic Spaces.Yiding Zhang Xiao Wang Nian Liu Chuan Shi
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification.Yang Yang Hongchen Wei Zhen-Qiang Sun Guang-Yu Li Yuanchun Zhou Hui Xiong Jian Yang
Opinion Dynamics Optimization by Varying Susceptibility to Persuasion via Non-Convex Local Search.Rediet Abebe T.-H. Hubert Chan Jon M. Kleinberg Zhibin Liang David C. Parkes Mauro Sozio Charalampos E. Tsourakakis
Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation on Microblogs.Riccardo Cantini Fabrizio Marozzo Giovanni Bruno Paolo Trunfio
Dynamically Adjusting Diversity in Ensembles for the Classification of Data Streams with Concept Drift.Juan Isidro González Hidalgo Silas G. T. C. Santos Roberto S. M. Barros
Wealth Flow Model: Online Portfolio Selection Based on Learning Wealth Flow Matrices.Jianfei Yin Ruili Wang Yeqing Guo Yizhe Bai Shunda Ju Weili Liu Joshua Zhexue Huang
A Synopsis Based Approach for Itemset Frequency Estimation over Massive Multi-Transaction Stream.Guangtao Wang Gao Cong Ying Zhang Zhen Hai Jieping Ye
Measuring the Network Vulnerability Based on Markov Criticality.Hui-Jia Li Lin Wang Zhan Bu Jie Cao Yong Shi
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing.Hanlu Wu Tengfei Ma Lingfei Wu Fangli Xu Shouling Ji
A Robust Reputation-Based Group Ranking System and Its Resistance to Bribery.João Saúde Guilherme Ramos Ludovico Boratto Carlos Caleiro
Establishing Smartphone User Behavior Model Based on Energy Consumption Data.Ming Ding Tianyu Wang Xudong Wang
High-Value Token-Blocking: Efficient Blocking Method for Record Linkage.Kevin O'Hare Anna Jurek-Loughrey Cassio P. de Campos
Constrained Dual-Level Bandit for Personalized Impression Regulation in Online Ranking Systems.Zhao Li Junshuai Song Zehong Hu Zhen Wang Jun Gao
Community Detection in Partially Observable Social Networks.Cong Tran Won-Yong Shin Andreas Spitz
On-Shelf Utility Mining of Sequence Data.Chunkai Zhang Zilin Du Yuting Yang Wensheng Gan Philip S. Yu
Communication from the Editor-in-Chief: State of the ACM Transactions on Knowledge Discovery from Data.Volume 16, Number 1, February 2022
Bo Liu Haowen Zhong Yanshan Xiao
BiLabel-Specific Features for Multi-Label Classification.Min-Ling Zhang Jun-Peng Fang Yi-Bo Wang
MSIPA: Multi-Scale Interval Pattern-Aware Network for ICU Transfer Prediction.Wu Lee Yuliang Shi Hongfeng Sun Lin Cheng Kun Zhang Xinjun Wang Zhiyong Chen
Jointly Modeling Heterogeneous Student Behaviors and Interactions among Multiple Prediction Tasks.Haobing Liu Yanmin Zhu Tianzi Zang Yanan Xu Jiadi Yu Feilong Tang
CrowdTC: Crowd-powered Learning for Text Classification.Keyu Yang Yunjun Gao Lei Liang Song Bian Lu Chen Baihua Zheng
Modeling Temporal Patterns with Dilated Convolutions for Time-Series Forecasting.Yangfan Li Kenli Li Cen Chen Xu Zhou Zeng Zeng Keqin Li
Lost in Transduction: Transductive Transfer Learning in Text Classification.Alejandro Moreo Andrea Esuli Fabrizio Sebastiani
Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation.Lichen Wang Zhengming Ding Yun Fu
MCS+: An Efficient Algorithm for Crawling the Community Structure in Multiplex Networks.Ricky Laishram Jeremy D. Wendt Sucheta Soundarajan
Explainable Artificial Intelligence-Based Competitive Factor Identification. Distributed Latent Dirichlet Allocation on Streams. Recurrent Coupled Topic Modeling over Sequential Documents.Jinjin Guo Longbing Cao Zhiguo Gong
Bayesian Additive Matrix Approximation for Social Recommendation.Huafeng Liu Liping Jing Jingxuan Wen Pengyu Xu Jian Yu Michael K. Ng
A Joint Passenger Flow Inference and Path Recommender System for Deploying New Routes and Stations of Mass Transit Transportation. MULFE: Multi-Label Learning via Label-Specific Feature Space Ensemble.Yaojin Lin Qinghua Hu Jinghua Liu Xingquan Zhu Xindong Wu
Graph-Based Stock Recommendation by Time-Aware Relational Attention Network.Jianliang Gao Xiaoting Ying Cong Xu Jianxin Wang Shichao Zhang Zhao Li
A Latent Variable Augmentation Method for Image Categorization with Insufficient Training Samples.Luyue Lin Xin Zheng Bo Liu Wei Chen Yanshan Xiao
Cross-domain Recommendation with Bridge-Item Embeddings.Chen Gao Yong Li Fuli Feng Xiangning Chen Kai Zhao Xiangnan He Depeng Jin
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention.Fenglin Liu Xian Wu Shen Ge Xuancheng Ren Wei Fan Xu Sun Yuexian Zou