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ACM transactions on knowledge discovery from data

SCIEI

中文名称：通过数据进行知识发现的ACM事务

ISSN：1556-4681
出版周期：Quarterly

发文量：371

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1.Robust Image Representation via Low Rank Locality Preserving Projection

机译：通过低等级位置保存投影的强大图像表示
- 作者：Yin Shuai;Sun Yanfeng;Gao Junbin;Hu Yongli;Wang Boyue;Yin Baocai
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Dimensionality reduction;
- locality preserving projection;
- low rank;
- classification;
2.Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data

机译：基准测试无监督的异常探测与现实的合成数据
- 作者：Steinbuss Georg;Boehm Klemens
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Outlier detection;
- unsupervised;
- benchmark;
- synthetic data;
3.SAKE: Estimating Katz Centrality Based on Sampling for Large-Scale Social Networks

机译：缘故：估算基于大规模社交网络的抽样的Katz Centrality
- 作者：Lin Mingkai;Li Wenzhong;Song Lynda J.;Nguyen Cam-Tu;Wang Xiaoliang;Lu Sanglu
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Social network;
- Katz centrality;
- graph sampling;
4.Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis

机译：变量滞后格子因果关系和传输熵的时间序列分析
- 作者：Amornbunchornvej Chainarong;Zheleva Elena;Berger-Wolf Tanya
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Granger causality;
- transfer entropy;
- time series;
- causal inference;
- statistical methodology;
5.Exploiting Temporal Dynamics in Product Reviews for Dynamic Sentiment Prediction at the Aspect Level

机译：利用产品审查的时间动态对各个方面的动态情绪预测
- 作者：Xia Peike;Jiang Wenjun;Wu Jie;Xiao Surong;Wang Guojun
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Review mining;
- opinion evolution;
- aspect level;
- temporal dynamics;
- sentiment prediction;
6.Attribute-Guided Network Sampling Mechanisms

机译：属性引导网络采样机制
- 作者：Kumar Suhansanu;Sundaram Hari
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Task-independent sampling;
- attributed networks;
- data mining;
7.User Embedding for Expert Finding in Community Question Answering

机译：用户嵌入社区问题的专家查找
- 作者：Ghasemi Negin;Fatourechi Ramin;Momtazi Saeedeh
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Expert finding;
- community question answering;
- graph embedding;
- semantic text similarity;
8.A Stochastic Algorithm Based on Reverse Sampling Technique to Fight Against the Cyberbullying

机译：一种基于反向采样技术的随机算法，用于对抗网络欺凌
- 作者：Yan Ruidong;Li Yi;Li Deying;Wang Yongcai;Zhu Yuqing;Wu Weili
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Social network;
- seed selection;
- reverse sampling technique;
- target users;
- cyberbullying;
9.Attributed Network Embedding with Micro-Meso Structure

机译：归属网络嵌入与微米结构结构
- 作者：Li Juan-Hui;Uang Ling H.;Wang Chang-Dong;Huang Dong;Lai Jian-Huang;Chen Pei
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Network embedding;
- node attribute;
- microscopic proximity structure;
- mesoscopic community structure;
10.Clustering Heterogeneous Information Network by Joint Graph Embedding and Nonnegative Matrix Factorization

机译：通过联合图嵌入和非负矩阵分解来聚类异构信息网络
- 作者：Zhang Benhui;Gong Maoguo;Huang Jianbin;Ma Xiaoke
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第4期
- Heterogeneous information network;
- Non-negative matrix factorization;
- clustering;
11.Sequential Transform Learning

机译：顺序变换学习
- 作者：Sharma Shalini;Majumdar Angshul
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Sequential transform learning;
- stock forecasting;
- kalman filter;
12.Anomaly Detection With Kernel Preserving Embedding

机译：随机检测核保存嵌入
- 作者：Liu Huawen;Li Enhui;Liu Xinwang;Su Kaile;Zhang Shichao
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Anomaly detection;
- kernel preserving embedding;
- double nuclear norm;
- random walk;
13.A Method for Mining Granger Causality Relationship on Atmospheric Visibility

机译：一种挖掘Granger因果关系与大气知识的方法
- 作者：Liu Bo;He Xi;Song Mingdong;Li Jiangqiang;Qu Guangzhi;Lang Jianlei;Gu Rentao
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Atmospheric visibility;
- granger causality;
- deep learning;
- multidimensional time series;
14.A Survey on Causal Inference

机译：对因果推理的调查
- 作者：Yao Liuyi;Chu Zhixuan;Li Sheng;Li Yaliang;Gao Jing;Zhang Aidong
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Treatment effect estimation;
- Representation learning;
15.Critique on Natural Noise in Recommender Systems

机译：批评建议系统的自然噪声
- 作者：Al Jurdi Wissam;Abdo Jacques Bou;Demerjian Jacques;Makhoul Abdallah
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Recommender systems;
- natural noise management;
- evaluation metrics;
16.Density Guarantee on Finding Multiple Subgraphs and Subtensors

机译：在找到多个子图和副特传料上的密度保证
- 作者：Duong Quang-Huy;Ramampiaro Heri;Norvag Kjetil;Dam Thu-Lan
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Dense subtensor;
- dense subgraph;
- multiple subtensor detection;
- density guarantee;
- event detection;
17.Optimal Algebraic Breadth-First Search for Sparse Graphs

机译：最佳代数宽度 - 首先搜索稀疏图形
- 作者：Burkhardt Paul
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Breadth-first search;
- graph algorithm;
- sparse matrix;
- linear algebra;
18.Graph Neural Networks for Fast Node Ranking Approximation

机译：图形神经网络用于快速节点排名近似
- 作者：Maurya Sunil Kumar;Liu Xin;Murata Tsuyoshi
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Betweenness centrality;
- closeness centrality;
- graph neural networks (GNNs);
- node ranking;
- dynamic graphs;
19.Tiered Sampling: An Efficient Method for Counting Sparse Motifs in Massive Graph Streams

机译：分层采样：在大规模图形流中计算稀疏图案的有效方法
- 作者：De Stefani Lorenzo;Terolli Erisa;Upfal Eli
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Graph motif mining;
- reservoir sampling;
- stream computing;
20.Improved Customer Lifetime Value Prediction With Sequence-To-Sequence Learning and Feature-Based Models

机译：用序列到序列学习和基于功能的模型提高客户终身值预测
- 作者：Bauer Josef;Jannach Dietmar
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Customer lifetime value;
- machine learning;
- neural networks;
21.Mining Largest Maximal Quasi-Cliques

机译：挖掘最大的最大准素质
- 作者：Sanei-Mehri Seyed-Vahid;Das Apurba;Hashemi Hooman;Tirthapura Srikanta
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Dense subgraph mining;
- In-complete subgraphs;
- Quasi-Clique enumeration;
- Large-scale graphs;
- heuristic algorithms;
22.Utility Mining Across Multi-Dimensional Sequences

机译：跨多维序列的公用事业挖掘
- 作者：Gan Wensheng;Lin Jerry Chun-Wei;Zhang Jiexiong;Yin Hongzhi;Fournier-Viger Philippe;Chao Han-Chieh;Yu Philip S.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Economic;
- sequential data;
- utility mining;
- auxiliary dimension;
- pruning strategies;
23.DeepDepict: Enabling Information Rich, Personalized Product Description Generation With the Deep Multiple Pointer Generator Network

机译：DeepDepict：使信息丰富，个性化产品描述生成，具有深度多个指针发生器网络
- 作者：Hao Shaoyang;Guo Bin;Wang Hao;Liang Yunji;Yao Lina;Wang Qianru;Yu Zhiwen
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Personalized text generation;
- product description generation;
24.Adaptive Influence Maximization: If Influential Node Unwilling to Be the Seed

机译：自适应影响最大化：如果有影响力的节点不愿意成为种子
- 作者：Guo Jianxiong;Wu Weili
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
25.Dual-Embedding based Deep Latent Factor Models for Recommendation

机译：基于双嵌入的建议深潜因子模型
- 作者：Cheng Weiyu;Shen Yanyan;Huang Linpeng;Zhu Yanmin
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Latent factor models;
- sequential recommendation;
26.Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions From Brain Functional Networks Through Probabilistic Mixture Models

机译：通过概率混合模型从脑功能网络中检测自适应骨骼骨骼的方法
- 作者：Liu Kai;Liu Hongbo;Ward Tomas E.;Wang Hua;Yang Yu;Zhang Bo;Wu Xindong
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Brain functional networks;
- self-organized coalition;
- probabilistic mixture model;
27.Deep Graph Matching and Searching for Semantic Code Retrieval

机译：深图匹配和搜索语义代码检索
- 作者：Ling Xiang;Wu Lingfei;Wang Saizhuo;Pan Gaoning;Ma Tengfei;Xu Fangli;Liu Alex X.;Wu Chunming;Ji Shouling
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Neural networks;
- graph representation;
- source code retrieval;
28.Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks

机译：异构信息网络中的社交事件检测与进化发现
- 作者：Peng Hao;Li Jianxin;Song Yangqiu;Yang Renyu;Ranjan Rajiv;Yu Philip S.;He Lifang
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
29.Exploring BCI Control in Smart Environments: Intention Recognition Via EEC Representation Enhancement Learning

机译：探索智能环境中的BCI控制：通过EEC代表增强学习的意图识别
- 作者：Yue Lin;Shen Hao;Wang Sen;Boots Robert;Long Guodong;Chen Weitong;Zhao Xiaowei
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第5期
- Smart environments;
- electroencephalogram (EEG);
- brain-computer interface (BCI);
- intention recognition;
30.ConNet: A Cross-Network Anchor Link Discovery Method Based on Embedding Representation

机译：ConNet: A Cross-Network Anchor Link Discovery Method Based on Embedding Representation
- 作者：Wang Xueyuan;Zhang Hongpo;Wang ZongminQiao YaqiongMa JiangtaoDai Honghua
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Social network;
- anchor link;
- embedding representation;
- link prediction;
31.Embedding Heterogeneous Information Network in Hyperbolic Spaces

机译：Embedding Heterogeneous Information Network in Hyperbolic Spaces
- 作者：Zhang Yiding;Wang Xiao;Liu NianShi Chuan
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Heterogeneous information network;
- network embedding;
- social network analysis;
32.Establishing Smartphone User Behavior Model Based on Energy Consumption Data

机译：Establishing Smartphone User Behavior Model Based on Energy Consumption Data
- 作者：Ding Ming;Wang Tianyu;Wang Xudong
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Data mining;
- smartphone energy consumption;
- user behavior modeling;
33.Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing

机译：Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing
- 作者：Wu Hanlu;Ma Tengfei;Wu LingfeiXu FangliJi Shouling
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Crowdsourcing;
- graph neural network;
- label aggregation;
34.Communication from the Editor-in-Chief: State of the ACM Transactions on Knowledge Discovery from Data

机译：Communication from the Editor-in-Chief: State of the ACM Transactions on Knowledge Discovery from Data
- 作者：Aggarwal Charu C.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
35.S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification

机译：S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification
- 作者：Yang Yang;Wei Hongchen;Sun Zhen-QiangLi Guang-YuZhou YuanchunXiong HuiYang Jian
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Open set classification;
- semi-supervised learning;
- embedding confusion;
- incremental learning;
36.A Synopsis Based Approach for Itemset Frequency Estimation over Massive Multi-Transaction Stream

机译：A Synopsis Based Approach for Itemset Frequency Estimation over Massive Multi-Transaction Stream
- 作者：Wang Guangtao;Cong Gao;Zhang YingHai ZhenYe Jieping
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
37.Assessing Large-Scale Power Relations among Locations from Mobility Data

机译：Assessing Large-Scale Power Relations among Locations from Mobility Data
- 作者：De Oliveira Lucas Santos;Vaz-de-Melo Pedro O. S.;Viana Aline Carneiro
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Important locations;
- power relation;
- mobility;
- graph-based;
38.On-Shelf Utility Mining of Sequence Data

机译：On-Shelf Utility Mining of Sequence Data
- 作者：Zhang Chunkai;Du Zilin;Yang YutingGan WenshengYu Philip S.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- On-shelf utility mining;
- utility mining;
- sequence data;
- data mining;
39.KRAN: Knowledge Refining Attention Network for Recommendation

机译：KRAN: Knowledge Refining Attention Network for Recommendation
- 作者：Zhang Zhenyu;Zhang Lei;Yang DingqiYang Liu
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Knowledge graph;
- refine;
- attention mechanism;
- data sparsity;
- item cold start;
40.Community Detection in Partially Observable Social Networks

机译：Community Detection in Partially Observable Social Networks
- 作者：Tran Cong;Shin Won-Yong;Spitz Andreas
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Community detection;
- influential node;
- Kronecker graph model;
- matrix factorization;
41.High-Value Token-Blocking: Efficient Blocking Method for Record Linkage

机译：High-Value Token-Blocking: Efficient Blocking Method for Record Linkage
- 作者：Ohare Kevin;Jurek-Loughrey Anna;De Campos Cassio
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Blocking;
- record linkage;
- entity resolution;
42.Hybrid Variational Autoencoder for Recommender Systems

机译：Hybrid Variational Autoencoder for Recommender Systems
- 作者：Zhang Hangbin;Wong Raymond K.;Chu Victor W.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Recommender systems;
- hybrid filtering;
43.A Robust Reputation-Based Group Ranking System and Its Resistance to Bribery

机译：A Robust Reputation-Based Group Ranking System and Its Resistance to Bribery
- 作者：Saude Joao;Ramos Guilherme;Boratto LudovicoCaleiro Carlos
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第2期
- Ranking systems;
- reputation-based ranking systems;
- briebery;
- data mining;
- clustering;
- graph algorithms for the web;
- multipartite graphs;
44.Spectral Ranking Regression

机译：Spectral Ranking Regression
- 作者：Yildiz Ilkay;Dy Jennifer;Erdogmus DenizOstmo SusanCampbell J. PeterChiang Michael F.Ioannidis Stratis
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Plackett-Luce;
- ranking;
- spectral methods;
- Markov Chain;
- ADMM;
45.Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective

机译：Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective
- 作者：Liu Hao;Guo Qingyu;Zhu HengshuFu YanjieZhuang FuzhenMa XiaojuanXiong Hui
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第5期
- Urban vibrancy forecasting;
- spatiotemporal data mining;
- graph neural;
- network;
46.Unsupervised Adversarial Network Alignment with Reinforcement Learning

机译：Unsupervised Adversarial Network Alignment with Reinforcement Learning
- 作者：Zhou Yang;Ren Jiaxiang;Jin RuomingZhang ZijieZheng JingyiJiang ZheYan DaDou Dejing
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
47.Mixed Information Flow for Cross-Domain Sequential Recommendations

机译：Mixed Information Flow for Cross-Domain Sequential Recommendations
- 作者：Ma Muyang;Ren Pengjie;Chen ZhuminRen ZhaochunZhao LifanLiu PeiyuMa Junde Rijke Maarten
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第4期
- Cross-domain recommendation;
- sequential recommendation;
- knowledge base;
- graph transfer;
48.Meta-Information Fusion of Hierarchical Semantics Dependency and Graph Structure for Structured Text Classification

机译：Meta-Information Fusion of Hierarchical Semantics Dependency and Graph Structure for Structured Text Classification
- 作者：Wang Shaokang;Pan Li;Wu Yu
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第2期
- Structured text;
- meta-information;
- hierarchical semantics;
- meta-graph;
49.Network Embedding via Motifs

机译：Network Embedding via Motifs
- 作者：Shao Ping;Yang Yang;Xu ShengyaoWang Chunping
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Motif;
- network embedding;
- motif super-vertex;
- motif embedding;
50.Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond

机译：Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond
- 作者：Liu Hao;Guo Qingyu;Zhu HengshuZhuang FuzhenYang ShenwenDou DejingXiong Hui
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第5期
- Data science competition prediction;
- deep representation learning;
- multitask learning;
51.Dual-MGAN: An Efficient Approach for Semi-supervised Outlier Detection with Few Identified Anomalies

机译：Dual-MGAN: An Efficient Approach for Semi-supervised Outlier Detection with Few Identified Anomalies
- 作者：Li Zhe;Sun Chunhua;Liu ChunliChen XiayuWang MengLiu Yezheng
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Discrete anomalies;
- partially identified group anomalies;
- distribution construction;
- data augmentation;
52.A Trajectory Evaluator by Sub-tracks for Detecting VOT-based Anomalous Trajectory

机译：A Trajectory Evaluator by Sub-tracks for Detecting VOT-based Anomalous Trajectory
- 作者：Gao Fei;Li Jiada;Ge YisuShao JianwenLu ShufangWeng Libo
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第4期
- Data cleaning;
- data mining;
- trajectory analysis;
- anomalous trajectory detection;
53.Improving Bandit Learning Via Heterogeneous Information Networks: Algorithms and Applications

机译：Improving Bandit Learning Via Heterogeneous Information Networks: Algorithms and Applications
- 作者：Zhang Xiaoying;Xie Hong;Lui John C. S.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Contextual bandit;
- heterogeneous information network;
- online recommendation;
54.RandomWalk Sampling in Social Networks Involving Private Nodes

机译：RandomWalk Sampling in Social Networks Involving Private Nodes
- 作者：Nakajima Kazuki;Shudo Kazuyuki
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第4期
- Social networks;
- estimation;
- sampling;
- random walk;
- private nodes;
55.Efficient and Effective Academic Expert Finding on Heterogeneous Graphs through (k, P)- Core based Embedding

机译：Efficient and Effective Academic Expert Finding on Heterogeneous Graphs through (k, P)- Core based Embedding
- 作者：Wang Yuxiang;Liu Jun;Xu XiaoliangKe XiangyuWu TianxingGou Xiaoxuan
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第6期
- Expert finding;
- (k,P)-core community;
- document/expert embedding;
- heterogeneous graph;
56.Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring

机译：Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring
- 作者：Singh Shikha;Chouzenoux Emilie;Chierchia GiovanniMajumdar Angshul
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第5期
- Representation learning;
- multi-label classification;
- non-intrusive load monitoring;
57.Toward Quality of Information Aware Distributed Machine Learning

机译：Toward Quality of Information Aware Distributed Machine Learning
- 作者：Xiao Houping;Wang Shiyu
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Distributed machine learning;
- quality of information;
58.Uncovering the Local Hidden Community Structure in Social Networks

机译：Uncovering the Local Hidden Community Structure in Social Networks
- 作者：Wang Meng;Li Boyu;He KunHopcroft John
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第5期
- Social networks;
- local community detection;
- hidden community;
- local;
- modularity;
59.Nested Named Entity Recognition: A Survey

机译：Nested Named Entity Recognition: A Survey
- 作者：Wang Yu;Tong Hanghang;Zhu ZiyeLi Yun
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
60.Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation

机译：Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation
- 作者：Liu Guliu;Li Lei;Liu GuanfengWu Xindong
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
61.Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model

机译：Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model
- 作者：Guo Mengzhuo;Xu Zhongzhi;Zhang QingpengLiao XiuwuLiu Jiapeng
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Ordinal regression;
- decision support;
- explainable machine learning;
- factorization machines;
62.Graph Deep Factors for Probabilistic Time-series Forecasting

机译：Graph Deep Factors for Probabilistic Time-series Forecasting
- 作者：Chen Hongjie;Rossi Ryan A.;Mahadik KanakKim SungchulEldardiry Hoda
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第2期
- Incremental online learning;
- Graph Neural Network;
- time-series forecasting;
63.ONP-Miner: One-off Negative Sequential Pattern Mining

机译：ONP-Miner: One-off Negative Sequential Pattern Mining
- 作者：YOUXI WU;MINGJIE CHEN;YAN LIJING LIUZHAO LIJINYAN LIXINDONG WU
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第3期
- Sequential pattern mining;
- negative sequential pattern;
- one-off condition;
- gap constraint;
64.Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series

机译：Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
- 作者：Tipirneni Sindhu;Reddy Chandan K.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Time-series;
- neural networks;
- deep learning;
- healthcare;
- Transformer;
- self-supervised learning;
65.Online Tensor-Based Learning Model for Structural Damage Detection

机译：Online Tensor-Based Learning Model for Structural Damage Detection
- 作者：Anaissi Ali;Suleiman Basem;Zandavi Seid Miad
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第6期
- One-class support vectormachine;
- incremental learning;
- structural health monitoring;
- anomaly detection;
- online learning;
66.Incremental Feature Spaces Learning with Label Scarcity

机译：Incremental Feature Spaces Learning with Label Scarcity
- 作者：Gu Shilin;Qian Yuhua;Hou Chenping
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Incremental feature spaces;
- online learning;
- label scarcity;
67.Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation

机译：Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation
- 作者：Li Yunyi;Hao Yongjing;Zhao PengpengLiu GuanfengLiu YanchiSheng Victor S.Zhou Xiaofang
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第6期
- Disentangled representation learning;
- graph;
- sequential recommendation;
68.Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search

机译：Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search
- 作者：Wang Chunnan;Zhang Kaixin;Wang HongzhiChen Bozhou
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第5期
69.Cross-domain Recommendation with Bridge-Item Embeddings

机译：Cross-domain Recommendation with Bridge-Item Embeddings
- 作者：Gao Chen;Li Yong;Feng FuliChen XiangningZhao KaiHe XiangnanJin Depeng
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第1期
- Cross-domain recommendation;
- transfer learning;
- privacy protection;
70.Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location

机译：Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location
- 作者：Li Lei;Yan Mengjiao;Tao ZhenchaoChen HuanhuanWu Xindong
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第1期
- Graph Pattern Matching;
- Graph Pattern Rematching;
- semi-supervised learning;
- expert location;
71.On Equivalence of Anomaly Detection Algorithms

机译：On Equivalence of Anomaly Detection Algorithms
- 作者：Jerez Carlos Ivan;Zhang Jun;Silva Marcia R.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第2期
- Unsupervised learning;
- anomaly detection;
- comparison;
72.Stratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths

机译：Stratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths
- 作者：Atyabi Adham;Shic Frederick;Jiang JiajunFoster Claire E.Barney ErinKim MinahLi BeibinVentola PamelaChen Chung Hao
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第2期
- Autism Spectrum Disorder;
- eye tracking;
- eye-gaze scan-path;
- Convolution;
- Neural Network;
73.Network Public Opinion Detection During the Coronavirus Pandemic: A Short-Text Relational Topic Model

机译：Network Public Opinion Detection During the Coronavirus Pandemic: A Short-Text Relational Topic Model
- 作者：Jiang Yuanchun;Liang Ruicheng;Zhang JiSun JianshanLiu YezhengQian Yang
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Public Opinion detection;
- coronavirus pandemic;
- relational topic modeling for short text;
- dynamic topic model;
74.Time-Aware Graph Embedding: A Temporal Smoothness and Task-Oriented Approach

机译：Time-Aware Graph Embedding: A Temporal Smoothness and Task-Oriented Approach
- 作者：Xu Yonghui;Sun Shengjie;Zhang HuiguoYi ChanganMiao YuanYang DongMeng XiaonanHu YiWang KeMin HuaqingSong HengjieMiao Chuanyan
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Knowledge graph;
- graph embedding;
- temporal smoothness;
75.A Latent Variable Augmentation Method for Image Categorization with Insufficient Training Samples

机译：A Latent Variable Augmentation Method for Image Categorization with Insufficient Training Samples
- 作者：Lin Luyue;Zheng Xin;Liu BoChen WeiXiao Yanshan
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第1期
- CNN;
- image recognition;
76.Graph Community Infomax

机译：Graph Community Infomax
- 作者：Sun Heli;Li Yang;Lv BingYan WujieHe LiangQiao ShaojieHuang Jianbin
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Mutual information;
- attributed network;
- community detecton;
- representation learning;
77.Differentially Private Release of Heterogeneous Network for Managing Healthcare Data

机译：Differentially Private Release of Heterogeneous Network for Managing Healthcare Data
- 作者：Khokhar Rashid Hussain;Fung Benjamin C. M.;Iqbal FarkhundAl-Hussaeni KhalilHussain Mohammed
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第6期
- Heterogeneous information network;
- differential privacy;
- healthcare data;
- management;
- information utility;
78.Multi-objective Learning to Overcome Catastrophic Forgetting in Time-series Applications

机译：Multi-objective Learning to Overcome Catastrophic Forgetting in Time-series Applications
- 作者：Mahmoud Reem A.;Hajj Hazem
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Time-series;
- knowledge distillation;
- multitask learning;
- autoencoders;
79.Efficient Node PageRank Improvement via Link-building using Geometric Deep Learning

机译：Efficient Node PageRank Improvement via Link-building using Geometric Deep Learning
- 作者：VINCENZA CARCHIOLO;MARCO GRASSIA;ALESSANDRO LONGHEUMICHELE MALGERIGIUSEPPE MANGIONI
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第3期
- Link-building;
- best attachment;
- Machine Learning;
- ranking;
- Graph Attention Network;
- PageRank;
- complex networks;
80.Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency

机译：Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency
- 作者：Feng Jie;Li Yong;Lin ZiqianRong CanSun FuningGuo DianshengJin Depeng
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Urban computing;
- population flow;
- spatial-temporal prediction;
- deep learning;
81.Link Recommendation for Social Influence Maximization

机译：Link Recommendation for Social Influence Maximization
- 作者：Coro Federico;Dangelo Gianlorenzo;Velaj Yllka
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第6期
- Link recommendation;
- influence maximization;
- approximation algorithms;
- experimental evaluation;
82.HCBST: An Efficient Hybrid Sampling Technique for Class Imbalance Problems

机译：HCBST: An Efficient Hybrid Sampling Technique for Class Imbalance Problems
- 作者：Sowah Robert A.;Kuditchar Bernard;Mills Godfrey A.Acakpovi AmeviTwum Raphael A.Buah GiftyAgboyi Robert
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Class imbalance;
- data sampling;
- cluster undersampling technique;
- clustering;
- classification;
83.MIRROR: Mining Implicit Relationships via Structure-Enhanced Graph Convolutional Networks

机译：MIRROR: Mining Implicit Relationships via Structure-Enhanced Graph Convolutional Networks
- 作者：Liu Jiaying;Xia Feng;Ren JingXu BoPang GuansongChi Lianhua
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第4期
- Relation mining;
- implicit relationships;
- graph convolutional networks;
- heterogeneous networks;
84.Online Learning Bipartite Matching with Non-stationary Distributions

机译：Online Learning Bipartite Matching with Non-stationary Distributions
- 作者：Chen Weirong;Zheng Jiaqi;Yu HaoyuChen GuihaiChen YixinLi Dongsheng
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第5期
- Online bipartite matching;
- non-stationary distributions;
- online learning;
- reinforcement learning;
85.Multiple Imputation Ensembles for Time Series (MIE-TS)

机译：Multiple Imputation Ensembles for Time Series (MIE-TS)
- 作者：ALIYA ALERYANI;AARON BOSTROM;WENJIA WANGBEATRIZ IGLESIA
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第3期
- Missing data;
- multiple imputation;
- time series;
- ensemble methods;
86.The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting

机译：The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting
- 作者：Deng Jinliang;Chen Xiusi;Fan ZipeiJiang RenheSong XuanTsang Ivor W.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第6期
- Demand forecasting;
- multi-modal learning;
- spatio-temporal analysis;
- neural network;
87.Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation

机译：Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation
- 作者：Wang Lichen;Ding Zhengming;Fu Yun
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第1期
- Multi-label learning;
- multi-label annotation;
- image retrieval;
- adaptive graph;
- marginalized augmentation;
88.Structure Diversity-Induced Anchor Graph Fusion for Multi-View Clustering

机译：Structure Diversity-Induced Anchor Graph Fusion for Multi-View Clustering
- 作者：Lu Xun;Feng Songhe
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第2期
- Multi-view clustering;
- anchor graph;
- graph fusion;
- connectivity;
- constraint;
- structure diversity;
89.ARIS: A Noise Insensitive Data Pre-Processing Scheme for Data Reduction Using Influence Space

机译：ARIS: A Noise Insensitive Data Pre-Processing Scheme for Data Reduction Using Influence Space
- 作者：Cai Jianghui;Yang Yuqing;Yang HaifengZhao XujunHao Jing
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Data pre-processing scheme;
- influence space;
- noise identification;
- data representation;
- ranking factor;
90.DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention

机译：DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention
- 作者：Liu Fenglin;Wu Xian;Ge ShenRen XuanchengFan WeiSun XuZou Yuexian
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第1期
- Vision-and-language tasks;
- pre-training;
- vision-language representations;
- disentangled attention;
- visual concepts;
91.Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network

机译：Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network
- 作者：Zhu Nengjun;Cao Jian;Lu XinjiangLiu ChuanrenLiu HaoLi YanyanLuo XiangfengXiong Hui
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Activity region;
- inter-regional mobility;
- individual mobility prediction;
- intention prediction;
92.Multi-Concept Representation Learning for Knowledge Graph Completion

机译：Multi-Concept Representation Learning for Knowledge Graph Completion
- 作者：Wang Jiapu;Wang Boyue;Gao JunbinHu YongliYin Baocai
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第1期
- Knowledge graph completion;
- attention network;
- multi-concept representation;
93.Slack-Factor-Based Fuzzy Support Vector Machine for Class Imbalance Problems

机译：Slack-Factor-Based Fuzzy Support Vector Machine for Class Imbalance Problems
- 作者：Ren Jinjun;Wang Yuping;Deng Xiyan
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2023年第6期
- Cost-sensitive learning;
- class imbalance;
- fuzzy support vector machine;
- decision hyperplane;
- fuzzy membership function;
94.Graph Neural News Recommendation with User Existing and Potential Interest Modeling

机译：Graph Neural News Recommendation with User Existing and Potential Interest Modeling
- 作者：Qiu Zhaopeng;Hu Yunfan;Wu Xian
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第5期
- Recommendation;
- graph neural networks;
- knowledge graph;
95.Generalized Euclidean Measure to Estimate Distances on Multilayer Networks

机译：Generalized Euclidean Measure to Estimate Distances on Multilayer Networks
- 作者：Coscia Michele
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第6期
- Complex networks;
- social networks;
- network distance;
- propagation;
96.Constant Time Graph Neural Networks

机译：Constant Time Graph Neural Networks
- 作者：Sato Ryoma;Yamada Makoto;Kashima Hisashi
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第5期
- Graph neural networks;
- large-scale graphs;
97.Context-Aware Semantic Annotation of Mobility Records

机译：Context-Aware Semantic Annotation of Mobility Records
- 作者：Wang Huandong;Li Yong;Lin JunjieCao HanchengJin Depeng
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第3期
- Mobility trajectories;
- semantic annotation;
- point of interest;
- graphical model;
98.On Modeling Influence Maximization in Social Activity Networks under General Settings

机译：On Modeling Influence Maximization in Social Activity Networks under General Settings
- 作者：Wang Rui;Li Yongkun;Lin ShuaiXie HongXu YinlongLui John C. S.
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第6期
- OSN;
- user activities;
- influence maximization;
- random walk;
99.Factor-Bounded Nonnegative Matrix Factorization

机译：Factor-Bounded Nonnegative Matrix Factorization
- 作者：Liu Kai;Li Xiangyu;Zhu ZhihuiBrand LodewijkWang Hua
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2021年第6期
100.Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition

机译：Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition
- 作者：Yuan Junkun;Wu Anpeng;Kuang KunLi BoWu RunzeWu FeiLin Lanfen
- 期刊名称：《ACM transactions on knowledge discovery from data》 | 2022年第4期
- Instrumental variable;
- counterfactual prediction;
- causal inference;
- representation learning;
- mutual information;

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