TKDE - volume 33 - 2021 论文列表 |
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Volume 33, Number 9, September 2021
Ping Wang Tian Shi Chandan K. Reddy
Robust Neural Relation Extraction via Multi-Granularity Noises Reduction.
Xinsong Zhang Tianyi Liu Pengshuai Li Weijia Jia Hai Zhao
Product Quantized Collaborative Filtering.Defu Lian Xing Xie Enhong Chen Hui Xiong
Privacy Preserving Location Data Publishing: A Machine Learning Approach.Sina Shaham Ming Ding Bo Liu Shuping Dang Zihuai Lin Jun Li
Land Use Classification With Point of Interests and Structural Patterns.Gianni Barlacchi Bruno Lepri Alessandro Moschitti
Fast Semi-Supervised Learning With Optimal Bipartite Graph.Fang He Feiping Nie Rong Wang Haojie Hu Weimin Jia Xuelong Li
Efficiently Processing Spatial and Keyword Queries in Indoor Venues.Zhou Shao Muhammad Aamir Cheema David Taniar Hua Lu Shiyu Yang
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance.Loredana Caruccio Vincenzo Deufemia Felix Naumann Giuseppe Polese
Decision Tree Learning for Uncertain Clinical Measurements.Cecília Nunes Hélène Langet Mathieu De Craene Oscar Camara Bart H. Bijnens Anders Jonsson
Compressed Indexes for Fast Search of Semantic Data.Raffaele Perego Giulio Ermanno Pibiri Rossano Venturini
Column-Wise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization.Thirunavukarasu Balasubramaniam Richi Nayak Chau Yuen Yu-Chu Tian
CAPER: Context-Aware Personalized Emoji Recommendation.Volume 33, Number 8, August 2021
Yang Cao Yonghui Xiao Li Xiong Liquan Bai Masatoshi Yoshikawa
Privacy-Preserving Stochastic Gradual Learning.Bo Han Ivor W. Tsang Xiaokui Xiao Ling Chen Sai-Fu Fung Celina Ping Yu
Link Prediction Under Imperfect Detection: Collaborative Filtering for Ecological Networks.Xiao Fu Eugene Seo Justin Clarke Rebecca A. Hutchinson
Learning to Rerank Schema Matches.Avigdor Gal Haggai Roitman Roee Shraga
Learning Graph Representation With Generative Adversarial Nets.Hongwei Wang Jialin Wang Jia Wang Miao Zhao Weinan Zhang Fuzheng Zhang Wenjie Li Xing Xie Minyi Guo
Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies.Antônio Cavalcante Araújo Neto Jörg Sander Ricardo J. G. B. Campello Mario A. Nascimento
Document Vector Extension for Documents Classification. CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories.Fernando Martínez-Plumed Lidia Contreras Ochando Cèsar Ferri José Hernández-Orallo Meelis Kull Nicolas Lachiche María José Ramírez-Quintana Peter A. Flach
CED: Credible Early Detection of Social Media Rumors.Changhe Song Cheng Yang Huimin Chen Cunchao Tu Zhiyuan Liu Maosong Sun
Adaptive Diffusion of Sensitive Information in Online Social Networks.Xudong Wu Luoyi Fu Huan Long Dali Yang Yucheng Lu Xinbing Wang Guihai Chen
A Data-Driven Sequential Localization Framework for Big Telco Data.Fangzhou Zhu Mingxuan Yuan Xike Xie Ting Wang Shenglin Zhao Weixiong Rao Jia Zeng
Volume 33, Number 7, July 2021
Kaiqi Chen Lanlan Yu Tingting Zhu Ping Li Jürgen Kurths
Statistically Robust Evaluation of Stream-Based Recommender Systems.João Vinagre Alípio Mário Jorge Conceição Rocha João Gama
Social Recommendation With Learning Personal and Social Latent Factors.Huafeng Liu Liping Jing Jian Yu Michael K. Ng
Modeling Submarket Effect for Real Estate Hedonic Valuation: A Probabilistic Approach.Zhicheng Liu Jun Cao Renjie Xie Junyan Yang Qiao Wang
Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data.Yichen Ding Xun Zhou Guojun Wu Yanhua Li Jie Bao Yu Zheng Jun Luo
Group-Based Skyline for Pareto Optimal Groups.Jinfei Liu Li Xiong Jian Pei Jun Luo Haoyu Zhang Wenhui Yu
Follow the Title Then Read the Article: Click-Guide Network for Dwell Time Prediction.Jingwu Chen Fuzhen Zhuang Tianxin Wang Leyu Lin Feng Xia Lihuan Du Qing He
Dynamic Ridesharing in Peak Travel Periods.Hui Luo Zhifeng Bao Farhana Murtaza Choudhury J. Shane Culpepper
Disambiguation of Semantic Relations Using Evidence Aggregation According to a Sense Inventory.Víctor Martínez Fernando Berzal Juan C. Cubero
Detection of Community Structures in Networks With Nodal Features based on Generative Probabilistic Approach.Hadi Zare Mahdi Hajiabadi Mahdi Jalili
Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification.Yuhong Xu Zhiwen Yu Wenming Cao C. L. Philip Chen Jane You
A Recursive Regularization Based Feature Selection Framework for Hierarchical Classification. A New Pattern Representation Method for Time-Series Data.Volume 33, Number 6, June 2021
Ze-ke Wang Xue Liu Kai Zhang Haihang Zhou Bingsheng He
Sys-TM: A Fast and General Topic Modeling System.Yingxia Shao Xupeng Li Yiru Chen Lele Yu Bin Cui
Subgraph Networks With Application to Structural Feature Space Expansion.Qi Xuan Jinhuan Wang Minghao Zhao Junkun Yuan Chenbo Fu Zhongyuan Ruan Guanrong Chen
Spatio-Temporal Multi-Task Learning via Tensor Decomposition.Jianpeng Xu Jiayu Zhou Pang-Ning Tan Xi Liu Lifeng Luo
Self-Healing Event Logs.Wei Song Hans-Arno Jacobsen Pengcheng Zhang
Robust Detection of Link Communities With Summary Description in Social Networks.Di Jin Xiaobao Wang Dongxiao He Jianwu Dang Weixiong Zhang
Predicting Taxi and Uber Demand in Cities: Approaching the Limit of Predictability.Kai Zhao Denis Khryashchev Huy T. Vo
POLAR++: Active One-Shot Personalized Article Recommendation.Zhengxiao Du Jie Tang Yuhui Ding
Open Relation Extraction for Chinese Noun Phrases.Chengyu Wang Xiaofeng He Aoying Zhou
Online Adaptive Asymmetric Active Learning With Limited Budgets.Yifan Zhang Peilin Zhao Shuaicheng Niu Qingyao Wu Jiezhang Cao Junzhou Huang Mingkui Tan
Nonparametric Regression via Variance-Adjusted Gradient Boosting Gaussian Process Regression.Hsin-Min Lu Jih-Shin Chen Wei-Chun Liao
MSQ-Index: A Succinct Index for Fast Graph Similarity Search.Xiaoyang Chen Hongwei Huo Jun Huan Jeffrey Scott Vitter Weiguo Zheng Lei Zou
Mixture Matrix Approximation for Collaborative Filtering.Dongsheng Li Chao Chen Tun Lu Stephen M. Chu Ning Gu
MixSp: A Framework for Embedding Heterogeneous Information Networks With Arbitrary Number of Node and Edge Types.Linchuan Xu Jing Wang Lifang He Jiannong Cao Xiaokai Wei Philip S. Yu Kenji Yamanishi
Matrix Profile IX: Admissible Time Series Motif Discovery With Missing Data.Yan Zhu Abdullah Mueen Eamonn J. Keogh
Learning With Feature Evolvable Streams.Bo-Jian Hou Lijun Zhang Zhi-Hua Zhou
Learning to Recommend With Multiple Cascading Behaviors.Chen Gao Xiangnan He Dahua Gan Xiangning Chen Fuli Feng Yong Li Tat-Seng Chua Lina Yao Yang Song Depeng Jin
Learning Spatiotemporal Latent Factors of Traffic via Regularized Tensor Factorization: Imputing Missing Values and Forecasting.Abdelkader Baggag Sofiane Abbar Ankit Sharma Tahar Zanouda Abdulaziz Al-Homaid Abhiraj Mohan Jaideep Srivastava
Large-Scale Nodes Classification With Deep Aggregation Network.Jiangtao Li Jianshe Wu Weiquan He Peng Zhou
Intervening Coupling Diffusion of Competitive Information in Online Social Networks.Pengfei Wan Xiaoming Wang Xinyan Wang Liang Wang Yaguang Lin Wei Zhao
Improving the Quality of Web-Based Data Imputation With Crowd Intervention.Binbin Gu Zhixu Li An Liu Jiajie Xu Lei Zhao Xiaofang Zhou
HM-Modularity: A Harmonic Motif Modularity Approach for Multi-Layer Network Community Detection.Ling Huang Chang-Dong Wang Hongyang Chao
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.Hao Peng Jianxin Li Senzhang Wang Lihong Wang Qiran Gong Renyu Yang Bo Li Philip S. Yu Lifang He
Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure.Fuli Feng Xiangnan He Jie Tang Tat-Seng Chua
Finding Route Hotspots in Large Labeled Networks.Mingtao Lei Xi Zhang Lingyang Chu Zhefeng Wang Philip S. Yu Binxing Fang
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size.Ke Ma Jinshan Zeng Jiechao Xiong Qianqian Xu Xiaochun Cao Wei Liu Yuan Yao
Evolutionary Clustering via Message Passing.Natalia M. Arzeno Haris Vikalo
Enhancing Recommender Systems With a Stimulus-Evoked Curiosity Mechanism.Ke Xu Junwen Mo Yi Cai Huaqing Min
Efficient Utilization of Missing Data in Cost-Sensitive Learning.Xiaofeng Zhu Jianye Yang Chengyuan Zhang Shichao Zhang
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework.Shengdong Du Tianrui Li Yan Yang Shi-Jinn Horng
Declarative Data Analytics: A Survey.Nantia Makrynioti Vasilis Vassalos
Data-Driven Link Screening for Increasing Network Predictability. Clustering With Outlier Removal.Hongfu Liu Jun Li Yue Wu Yun Fu
A Survey on Canonical Correlation Analysis.Xinghao Yang Weifeng Liu Wei Liu Dacheng Tao
A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search. A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs. A Domain Adaptive Density Clustering Algorithm for Data With Varying Density Distribution.Volume 33, Number 5, May 2021
Yongxin Tong Yuxiang Zeng Bolin Ding Libin Wang Lei Chen
TIDY: Publishing a Time Interval Dataset With Differential Privacy.Woohwan Jung Suyong Kwon Kyuseok Shim
The Impact of Task Abandonment in Crowdsourcing.Lei Han Kevin Roitero Ujwal Gadiraju Cristina Sarasua Alessandro Checco Eddy Maddalena Gianluca Demartini
Structured Graph Reconstruction for Scalable Clustering.Junwei Han Kai Xiong Feiping Nie Xuelong Li
SQL-G: Efficient Graph Analytics by SQL.Kangfei Zhao Jiao Su Jeffrey Xu Yu Hao Zhang
SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine Learning.Rui Han Chi Harold Liu Shilin Li Lydia Y. Chen Guoren Wang Jian Tang Jieping Ye
Signed-PageRank: An Efficient Influence Maximization Framework for Signed Social Networks.Xiaoyan Yin Xiao Hu Yanjiao Chen Xu Yuan Baochun Li
Semi-Supervised Graph Based Embedding With Non-Convex Sparse Coding Techniques.Qi Zhang Tianguang Chu Cishen Zhang
Ranking Users in Social Networks with Motif-Based PageRank.Huan Zhao Xiaogang Xu Yangqiu Song Dik Lun Lee Zhao Chen Han Gao
Popularity Prediction for Single Tweet Based on Heterogeneous Bass Model.Xiaofeng Gao Zuowu Zheng Quanquan Chu Shaojie Tang Guihai Chen Qianni Deng
ParIS+: Data Series Indexing on Multi-Core Architectures.Botao Peng Panagiota Fatourou Themis Palpanas
Neural Attention Frameworks for Explainable Recommendation.Omer Tal Yang Liu Jimmy Huang Xiaohui Yu Bushra Aljbawi
Network Intervention for Mental Disorders with Minimum Small Dense Subgroups.Bay-Yuan Hsu Chih-Ya Shen Xifeng Yan
Multi-Instance Learning With Emerging Novel Class.Xiu-Shen Wei Han-Jia Ye Xin Mu Jianxin Wu Chunhua Shen Zhi-Hua Zhou
Multi-Level Attention Networks for Multi-Step Citywide Passenger Demands Prediction.Xian Zhou Yanyan Shen Linpeng Huang Tianzi Zang Yanmin Zhu
Multi-Label Truth Inference for Crowdsourcing Using Mixture Models. Lightweight Label Propagation for Large-Scale Network Data. Leveraging Implicit Relative Labeling-Importance Information for Effective Multi-Label Learning.Min-Ling Zhang Qian-Wen Zhang Jun-Peng Fang Yu-Kun Li Xin Geng
Learning Structural Node Representations Using Graph Kernels.Giannis Nikolentzos Michalis Vazirgiannis
Large-scale Cost-Aware Classification Using Feature Computational Dependency Graph.Qingzhe Li Amir Alipour-Fanid Martin Slawski Yanfang Ye Lingfei Wu Kai Zeng Liang Zhao
Knowledge Base Reasoning with Convolutional-Based Recurrent Neural Networks.Qiannan Zhu Xiaofei Zhou Jianlong Tan Li Guo
Joint Inference for Aspect-Level Sentiment Analysis by Deep Neural Networks and Linguistic Hints.Yanyan Wang Qun Chen Murtadha H. M. Ahmed Zhanhuai Li Wei Pan Hailong Liu
Imputation-Based Ensemble Techniques for Class Imbalance Learning.Roozbeh Razavi-Far Maryam Farajzadeh-Zanjani Boyu Wang Mehrdad Saif Shiladitya Chakrabarti
HGraph: I/O-Efficient Distributed and Iterative Graph Computing by Hybrid Pushing/Pulling.Zhigang Wang Yu Gu Yubin Bao Ge Yu Jeffrey Xu Yu Zhiqiang Wei
GraphInception: Convolutional Neural Networks for Collective Classification in Heterogeneous Information Networks.Yun Xiong Yizhou Zhang Xiangnan Kong Huidi Chen Yangyong Zhu
Feature Re-Learning with Data Augmentation for Video Relevance Prediction.Jianfeng Dong Xun Wang Leimin Zhang Chaoxi Xu Gang Yang Xirong Li
DynaMo: Dynamic Community Detection by Incrementally Maximizing Modularity.Di Zhuang J. Morris Chang Mingchen Li
Discrete Matrix Factorization and Extension for Fast Item Recommendation.Defu Lian Xing Xie Enhong Chen
Deep Variational Matrix Factorization with Knowledge Embedding for Recommendation System.Xiaoxuan Shen Baolin Yi Hai Liu Wei Zhang Zhaoli Zhang Sannyuya Liu Naixue Xiong
Deep Cross-Modal Face Naming for People News Retrieval.Yong Tian Lian Zhou Yuejie Zhang Tao Zhang Weiguo Fan
An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random $k$k-Means Ensemble.Yongxuan Lai Songyao He Zhijie Lin Fan Yang Qifeng Zhou Xiaofang Zhou
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System.Junhua Fang Rong Zhang Yan Zhao Kai Zheng Xiaofang Zhou Aoying Zhou
ActiveIter: Meta Diagram Based Active Learning in Social Networks Alignment.Yuxiang Ren Charu C. Aggarwal Jiawei Zhang
Absorbing Diagonal Algorithm: An Eigensolver of $O\left(n^{2.584963}\log \frac{1}{\varepsilon }\right)$On2.584963log1ɛ Complexity at Accuracy $\varepsilon$ɛ.Junfeng Wu Jing He Chi-Hung Chi Guangyan Huang
A Hybrid Recommender System for Improving Automatic Playlist Continuation.Anna Gatzioura João Vinagre Alípio Mário Jorge Miquel Sànchez-Marrè
A Comparative Study for Unsupervised Network Representation Learning.Volume 33, Number 4, April 2021
Jyoti Maggu Angshul Majumdar Émilie Chouzenoux
Neural Named Entity Boundary Detection. Tree++: Truncated Tree Based Graph Kernels.Wei Ye Zhen Wang Rachel Redberg Ambuj K. Singh
Shifu2: A Network Representation Learning Based Model for Advisor-Advisee Relationship Mining.Jiaying Liu Feng Xia Lei Wang Bo Xu Xiangjie Kong Hanghang Tong Irwin King
Sem2Vec: Semantic Word Vectors with Bidirectional Constraint Propagations. Query Expansion With Local Conceptual Word Embeddings in Microblog Retrieval.Yashen Wang Heyan Huang Chong Feng
Position-Aware Deep Character-Level CTR Prediction for Sponsored Search.Xiao Bai Reza Abasi Bora Edizel Amin Mantrach
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation.Pengpeng Zhao Chengfeng Xu Yanchi Liu Victor S. Sheng Kai Zheng Hui Xiong Xiaofang Zhou
Optimizing Multi-Query Evaluation in Federated RDF Systems.Peng Peng Qi Ge Lei Zou M. Tamer Özsu Zhiwei Xu Dongyan Zhao
On the Efficient Representation of Datasets as Graphs to Mine Maximal Frequent Itemsets.Zahid Halim Omer Ali Muhammad Ghufran Khan
NEIST: A Neural-Enhanced Index for Spatio-Temporal Queries.Sai Wu Zhifei Pang Gang Chen Yunjun Gao Cenjiong Zhao Shili Xiang
Matrix Factorization with Interval-Valued Data.Mao-Lin Li Francesco Di Mauro K. Selçuk Candan Maria Luisa Sapino
Label Enhancement for Label Distribution Learning. Label Distribution Learning with Label Correlations on Local Samples.Xiuyi Jia Zechao Li Xiang Zheng Weiwei Li Sheng-Jun Huang
Integrity Authentication for SQL Query Evaluation on Outsourced Databases: A Survey.Bo Zhang Boxiang Dong Wendy Hui Wang
Incremental Graph Pattern Based Node Matching with Multiple Updates.Guohao Sun Guanfeng Liu Yan Wang Mehmet A. Orgun Quan Z. Sheng Xiaofang Zhou
Impact-Based Ranking of Scientific Publications: A Survey and Experimental Evaluation.Ilias Kanellos Thanasis Vergoulis Dimitris Sacharidis Theodore Dalamagas Yannis Vassiliou
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries.Dan He Sibo Wang Xiaofang Zhou Reynold Cheng
Generating Actionable Interpretations from Ensembles of Decision Trees.Gabriele Tolomei Fabrizio Silvestri
Flexible Auto-Weighted Local-Coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering.Zhao Zhang Yan Zhang Sheng Li Guangcan Liu Dan Zeng Shuicheng Yan Meng Wang
Fixed-Cost Pooling Strategies.Aldo Lipani David E. Losada Guido Zuccon Mihai Lupu
Fast Algorithms for Semantic Association Search and Pattern Mining.Gong Cheng Daxin Liu Yuzhong Qu
Extended Isolation Forest.Sahand Hariri Matias Carrasco Kind Robert J. Brunner
Event Detection on Microposts: A Comparison of Four Approaches.Akansha Bhardwaj Albert Blarer Philippe Cudré-Mauroux Vincent Lenders Boris Motik Axel Tanner Alberto Tonon
Duration Modeling with Semi-Markov Conditional Random Fields for Keyphrase Extraction. Demythization of Structural XML Query Processing: Comparison of Holistic and Binary Approaches.Petr Lukás Radim Baca Michal Krátký Tok Wang Ling
Deep Multi-View Learning to Rank.Guanqun Cao Alexandros Iosifidis Moncef Gabbouj Vijay Raghavan Raju Gottumukkala
Deep Collaborative Filtering with Multi-Aspect Information in Heterogeneous Networks.Chuan Shi Xiaotian Han Li Song Xiao Wang Senzhang Wang Junping Du Philip S. Yu
ConcurDB: Concurrent Query Authentication for Outsourced Databases.Sumeet Bajaj Anrin Chakraborti Radu Sion
Co-Clustering Ensembles Based on Multiple Relevance Measures.Xianxue Yu Guoxian Yu Jun Wang Carlotta Domeniconi
BS-SC: An Unsupervised Approach for Detecting Shilling Profiles in Collaborative Recommender Systems. Answering Skyline Queries Over Incomplete Data With Crowdsourcing.Xiaoye Miao Yunjun Gao Su Guo Lu Chen Jianwei Yin Qing Li
An Embedding-Based Approach to Rule Learning in Knowledge Graphs.Pouya Ghiasnezhad Omran Kewen Wang Zhe Wang
A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective.Yuji Roh Geon Heo Steven Euijong Whang
A Survey of Utility-Oriented Pattern Mining.Wensheng Gan Jerry Chun-Wei Lin Philippe Fournier-Viger Han-Chieh Chao Vincent S. Tseng Philip S. Yu
Volume 33, Number 3, March 2021
Buddhika Nettasinghe Vikram Krishnamurthy
Unsupervised Linear Discriminant Analysis for Jointly Clustering and Subspace Learning.Fei Wang Quan Wang Feiping Nie Zhongheng Li Weizhong Yu Rong Wang
Truth Discovery by Claim and Source Embedding.Shanshan Lyu Wentao Ouyang Yongqing Wang Huawei Shen Xueqi Cheng
Top-$k$k Vehicle Matching in Social Ridesharing: A Price-Aware Approach.Yafei Li Ji Wan Rui Chen Jianliang Xu Xiaoyi Fu Hongyan Gu Pei Lv Mingliang Xu
TIPS: Mining Top-K Locations to Minimize User-Inconvenience for Trajectory-Aware Services.Shubhadip Mitra Priya Saraf Arnab Bhattacharya
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering.Yongqiang Tang Yuan Xie Xuebing Yang Jinghao Niu Wensheng Zhang
Structured Graph Optimization for Unsupervised Feature Selection.Feiping Nie Wei Zhu Xuelong Li
Social-Enhanced Attentive Group Recommendation.Da Cao Xiangnan He Lianhai Miao Guangyi Xiao Hao Chen Jia Xu
Semantics-Aware Hidden Markov Model for Human Mobility.Hongzhi Shi Yong Li Hancheng Cao Xiangxin Zhou Chao Zhang Vassilis Kostakos
Route Recommendations for Intelligent Transportation Services.Yong Ge Huayu Li Alexander Tuzhilin
Quality-Assured Synchronized Task Assignment in Crowdsourcing.Jiayang Tu Peng Cheng Lei Chen
Polygraph: A Plug-n-Play Framework to Quantify Application Anomalies.Yazeed Alabdulkarim Marwan Almaymoni Shahram Ghandeharizadeh
Neural Diffusion Model for Microscopic Cascade Study.Cheng Yang Maosong Sun Haoran Liu Shiyi Han Zhiyuan Liu Huanbo Luan
Multi-Task Image Clustering through Correlation Propagation.Shizhe Hu Xiaoqiang Yan Yangdong Ye
Multiscale Local Community Detection in Social Networks.Wenjian Luo Daofu Zhang Li Ni Nannan Lu
Making Online Sketching Hashing Even Faster.Xixian Chen Haiqin Yang Shenglin Zhao Irwin King Michael R. Lyu
Learning Sparse PCA with Stabilized ADMM Method on Stiefel Manifold.Mingkui Tan Zhibin Hu Yuguang Yan Jiezhang Cao Dong Gong Qingyao Wu
Label Propagation on K-Partite Graphs with Heterophily.Dingxiong Deng Fan Bai Yiqi Tang Shuigeng Zhou Cyrus Shahabi Linhong Zhu
Influence Analysis in Evolving Networks: A Survey. IGE+: A Framework for Learning Node Embeddings in Interaction Graphs.Yao Zhang Yun Xiong Xiangnan Kong Zhuang Niu Yangyong Zhu
Identify Significant Phenomenon-Specific Variables for Multivariate Time Series.Yifan Hao Huiping Cao Abdullah Mueen Sukumar Brahma
HisRect: Features from Historical Visits and Recent Tweet for Co-Location Judgement.Pengfei Li Hua Lu Qian Zheng Shijian Li Gang Pan
Forecasting Gathering Events through Trajectory Destination Prediction: A Dynamic Hybrid Model.Amin Vahedian Khezerlou Xun Zhou Ling Tong Yanhua Li Jun Luo
ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data.Chaoyue Niu Zhenzhe Zheng Fan Wu Shaojie Tang Xiaofeng Gao Guihai Chen
Efficient Distributed k-Clique Mining for Large Networks Using MapReduce. Distribution-Free One-Pass Learning.Peng Zhao Xinqiang Wang Siyu Xie Lei Guo Zhi-Hua Zhou
Detecting Disjoint Communities in a Social Network Based on the Degrees of Association Between Edges and Influential Nodes. Deep Trajectory Recovery with Fine-Grained Calibration using Kalman Filter.Jingyuan Wang Ning Wu Xinxi Lu Wayne Xin Zhao Kai Feng
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection.Vassilis N. Ioannidis Ahmed S. Zamzam Georgios B. Giannakis Nicholas D. Sidiropoulos
CorrectMR: Authentication of Distributed SQL Execution on MapReduce.Bo Zhang Boxiang Dong Wendy Hui Wang
Component-Based Feature Saliency for Clustering.Xin Hong Hailin Li Paul Miller Jianjiang Zhou Ling Li Danny Crookes Yonggang Lu Xuelong Li Huiyu Zhou
Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures.Feng Zhang Jidong Zhai Bo Wu Bingsheng He Wenguang Chen Xiaoyong Du
An Improved Quantum Algorithm for Ridge Regression.Chao-Hua Yu Fei Gao Qiao-Yan Wen
A Review on Dimensionality Reduction for Multi-Label Classification.Wissam Siblini Pascale Kuntz Frank Meyer
A Privacy-Preserving Distributed Contextual Federated Online Learning Framework with Big Data Support in Social Recommender Systems. A Novel Biometric Inspired Robust Security Framework for Medical Images.Volume 33, Number 2, February 2021
Anes Bendimerad Marc Plantevit Céline Robardet Sihem Amer-Yahia
Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach.Xiaowei Jia Xiaoyi Li Nan Du Yuan Zhang Vishrawas Gopalakrishnan Guangxu Xun Aidong Zhang
The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds.Tsz Nam Chan Man Lung Yiu Leong Hou U
Target Defense Against Link-Prediction-Based Attacks via Evolutionary Perturbations.Shanqing Yu Minghao Zhao Chenbo Fu Jun Zheng Huimin Huang Xincheng Shu Qi Xuan Guanrong Chen
Statistical Inference of Diffusion Networks.Hao Huang Qian Yan Lu Chen Yunjun Gao Christian S. Jensen
Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies.Pengyang Wang Xiaolin Li Yu Zheng Charu Aggarwal Yanjie Fu
Signed Clique Search in Signed Networks: Concepts and Algorithms.Rong-Hua Li Qiangqiang Dai Lu Qin Guoren Wang Xiaokui Xiao Jeffrey Xu Yu Shaojie Qiao
Semi-Supervised Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport.Yang Yang Zhao-Yang Fu De-Chuan Zhan Zhi-Bin Liu Yuan Jiang
Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities.Yang Yang De-Chuan Zhan Yi-Feng Wu Zhi-Bin Liu Hui Xiong Yuan Jiang
Sampler Design for Bayesian Personalized Ranking by Leveraging View Data.Jingtao Ding Guanghui Yu Xiangnan He Fuli Feng Yong Li Depeng Jin
Predicting Destinations by a Deep Learning based Approach.Jiajie Xu Jing Zhao Rui Zhou Chengfei Liu Pengpeng Zhao Lei Zhao
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs.Dimitris Berberidis Georgios B. Giannakis
MTBR: Multi-Target Boosting for Regression.Sangdi Lin Bahareh Azarnoush George C. Runger
Modeling Influence Diffusion over Signed Social Networks. Making Compiling Query Engines Practical.André Kohn Viktor Leis Thomas Neumann
Knowledge Graph Embedding Based on Multi-View Clustering Framework.Han Xiao Yidong Chen Xiaodong Shi
Incremental Factorization of Big Time Series Data with Blind Factor Approximation.Dan Chen Yunbo Tang Hao Zhang Lizhe Wang Xiaoli Li
Improving Data Analytics with Fast and Adaptive Regularization.Zhaojing Luo Shaofeng Cai Gang Chen Jinyang Gao Wang-Chien Lee Kee Yuan Ngiam Meihui Zhang
Group-Sparse SVD Models via $L_1$L1- and $L_0$L0-norm Penalties and their Applications in Biological Data.Wenwen Min Juan Liu Shihua Zhang
GM-PLL: Graph Matching Based Partial Label Learning.Gengyu Lyu Songhe Feng Tao Wang Congyan Lang Yidong Li
Geographical Hidden Markov Tree.Zhe Jiang Miao Xie Arpan Man Sainju
Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space.Jianbin Qin Chuan Xiao Yaoshu Wang Wei Wang Xuemin Lin Yoshiharu Ishikawa Guoren Wang
Event-Participant and Incremental Planning over Event-Based Social Networks.Yurong Cheng Ye Yuan Lei Chen Christophe G. Giraud-Carrier Guoren Wang Boyang Li
Enhanced Privacy Preserving Group Nearest Neighbor Search.Yuncheng Wu Ke Wang Ruoyang Guo Zhilin Zhang Dan Zhao Hong Chen Cuiping Li
Efficient Similarity Search for Sets over Graphs.Yue Wang Zonghao Feng Lei Chen Zijian Li Xun Jian Qiong Luo
Content to Node: Self-Translation Network Embedding.Zhicheng He Jie Liu Yuyuan Zeng Lai Wei Yalou Huang
Constrained Private Mechanisms for Count Data.Graham Cormode Tejas Kulkarni Divesh Srivastava
Computing Co-Location Patterns in Spatial Data with Extended Objects: A Scalable Buffer-Based Approach. Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation.Renfeng Ma Xipeng Qiu Qi Zhang Xiangkun Hu Yu-Gang Jiang Xuanjing Huang
Clustering with Local Density Peaks-Based Minimum Spanning Tree.Dongdong Cheng Qingsheng Zhu Jinlong Huang Quanwang Wu Lijun Yang
Bit-Oriented Sampling for Aggregation on Big Data. Anna: A KVS for Any Scale.Chenggang Wu Jose M. Faleiro Yihan Lin Joseph M. Hellerstein
A Novel Privacy Preserving Framework for Large Scale Graph Data Publishing. A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database Systems.Volume 33, Number 1, January 2021
Quan Do Wei Liu Jin Fan Dacheng Tao
The Framework of Personalized Ranking on Poisson Factorization.Li-Yen Kuo Chung-Kuang Chou Ming-Syan Chen
Skyline Diagram: Efficient Space Partitioning for Skyline Queries.Jinfei Liu Juncheng Yang Li Xiong Jian Pei Jun Luo Yuzhang Guo Shuaicheng Ma Chenglin Fan
Simultaneous Clustering and Optimization for Evolving Datasets.Yawei Zhao En Zhu Xinwang Liu Chang Tang Deke Guo Jianping Yin
Security and Privacy Implications on Database Systems in Big Data Era: A Survey.G. Dumindu Samaraweera J. Morris Chang
Reconciling Multiple Social Networks Effectively and Efficiently: An Embedding Approach.Zhongbao Zhang Li Sun Sen Su Jielun Qu Gen Li
POLARIS: Probabilistic and Ontological Activity Recognition in Smart-Homes.Gabriele Civitarese Timo Sztyler Daniele Riboni Claudio Bettini Heiner Stuckenschmidt
On Both Cold-Start and Long-Tail Recommendation with Social Data.Jingjing Li Ke Lu Zi Huang Heng Tao Shen
Multi-Site User Behavior Modeling and Its Application in Video Recommendation.Huan Yan Chunfeng Yang Donghan Yu Yong Li Depeng Jin Dah Ming Chiu
Mining Fraudsters and Fraudulent Strategies in Large-Scale Mobile Social Networks.Yang Yang Yuhong Xu Yizhou Sun Yuxiao Dong Fei Wu Yueting Zhuang
Metagraph-Based Learning on Heterogeneous Graphs.Yuan Fang Wenqing Lin Vincent W. Zheng Min Wu Jiaqi Shi Kevin Chen-Chuan Chang Xiaoli Li
Learning ADL Daily Routines with Spatiotemporal Neural Networks.Shan Gao Ah-Hwee Tan Rossi Setchi
Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning.Zengmao Wang Bo Du Weiping Tu Lefei Zhang Dacheng Tao
GraphBoot: Quantifying Uncertainty in Node Feature Learning on Large Networks.Cuneyt Gurcan Akcora Yulia R. Gel Murat Kantarcioglu Vyacheslav Lyubchich Bhavani M. Thuraisingham
EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction.Qi Liu Zhenya Huang Yu Yin Enhong Chen Hui Xiong Yu Su Guoping Hu
Efficient Distance Sensitivity Oracles for Real-World Graph Data. Discovering Hidden Topical Hubs and Authorities Across Multiple Online Social Networks.Roy Ka-Wei Lee Tuan-Anh Hoang Ee-Peng Lim
Automating IoT Data-Intensive Application Allocation in Clustered Edge Computing.Rustem Dautov Salvatore Distefano
Abstractive Multi-Document Summarization Based on Semantic Link Network. A Semi-Automatic Design Methodology for (Big) Data Warehouse Transforming Facts into Dimensions.Lucile Sautot Sandro Bimonte Ludovic Journaux
A Reliable Storage Partition for Permissioned Blockchain. A Factorization Approach for Survival Analysis on Diffusion Networks.