TKDE - volume 34 - 2022 论文列表 |
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Volume 34, Number 5, May 2022
Pengpeng Zhao Anjing Luo Yanchi Liu Jiajie Xu Zhixu Li Fuzhen Zhuang Victor S. Sheng Xiaofang Zhou
Using Survival Theory in Early Pattern Detection for Viral Cascades.
Xiaofeng Gao Xiaosong Jia Chaoqi Yang Guihai Chen
Topic-Guided Conversational Recommender in Multiple Domains.Lizi Liao Ryuichi Takanobu Yunshan Ma Xun Yang Minlie Huang Tat-Seng Chua
Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM.Chi Harold Liu Yu Wang Chengzhe Piao Zipeng Dai Ye Yuan Guoren Wang Dapeng Wu
Stream Processing of Shortest Path Query in Dynamic Road Networks.Mengxuan Zhang Lei Li Wen Hua Xiaofang Zhou
Social Attentive Deep Q-Networks for Recommender Systems.Yu Lei Zhitao Wang Wenjie Li Hongbin Pei Quanyu Dai
Semi-Supervised Concept Learning by Concept-Cognitive Learning and Concept Space.Yunlong Mi Wenqi Liu Yong Shi Jinhai Li
Semantic Interpretation of Top-N Recommendations.Vito Walter Anelli Tommaso Di Noia Eugenio Di Sciascio Azzurra Ragone Joseph Trotta
Role-Based Graph Embeddings.Nesreen K. Ahmed Ryan A. Rossi John Boaz Lee Theodore L. Willke Rong Zhou Xiangnan Kong Hoda Eldardiry
Representation Learning With Multi-Level Attention for Activity Trajectory Similarity Computation.An Liu Yifan Zhang Xiangliang Zhang Guanfeng Liu Yanan Zhang Zhixu Li Lei Zhao Qing Li Xiaofang Zhou
Rapid Detection of Local Communities in Graph Streams.Panagiotis Liakos Katia Papakonstantinopoulou Alexandros Ntoulas Alex Delis
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks.Jie Feng Yong Li Zeyu Yang Qiang Qiu Depeng Jin
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks.Junkai Sun Junbo Zhang Qiaofei Li Xiuwen Yi Yuxuan Liang Yu Zheng
Multi-Scale Dynamic Convolutional Network for Knowledge Graph Embedding.Zhaoli Zhang Zhifei Li Hai Liu Neal N. Xiong
Minority Sub-Region Estimation-Based Oversampling for Imbalance Learning.Yi Sun Lijun Cai Bo Liao Wen Zhu
MAS-Encryption and its Applications in Privacy-Preserving Classifiers.Chong-zhi Gao Jin Li Shi-bing Xia Kim-Kwang Raymond Choo Wenjing Lou Changyu Dong
Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy.Lu Liu Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang
Learning to Delay in Ride-Sourcing Systems: A Multi-Agent Deep Reinforcement Learning Framework.Jintao Ke Feng Xiao Hai Yang Jieping Ye
Learning Deep Graph Representations via Convolutional Neural Networks.Wei Ye Omid Askarisichani Alex T. Jones Ambuj K. Singh
KGGen: A Generative Approach for Incipient Knowledge Graph Population.Hao Chen Chenwei Zhang Jun Li Philip S. Yu Ning Jing
Karst: Transactional Data Ingestion Without Blocking on a Scalable Architecture.Zhifang Li Beicheng Peng Qiuli Huang Chuliang Weng
Interpretation of Structural Preservation in Low-Dimensional Embeddings.Aindrila Ghosh Mona Nashaat James Miller Shaikh Quader
Index-Based Solutions for Efficient Density Peak Clustering.Zafaryab Rasool Rui Zhou Lu Chen Chengfei Liu Jiajie Xu
Graph Matching Via the Lens of Supermodularity.Aritra Konar Nicholas D. Sidiropoulos
Feature and Nuclear Norm Minimization for Matrix Completion.Mengyun Yang Yaohang Li Jianxin Wang
Exploiting Data Skew for Improved Query Performance. Entropy-Based Subjective Choice Models. Embedded Transaction Support Inside SSD With Small-Capacity Non-Volatile Disk Cache.Yanjie Tan Huailiang Tan Peng Zhu Youyou Lu Zaihong He
Efficient Processing of Group Planning Queries Over Spatial-Social Networks.Ahmed Al-Baghdadi Gokarna Sharma Xiang Lian
Data-Driven Variable Decomposition for Treatment Effect Estimation.Kun Kuang Peng Cui Hao Zou Bo Li Jianrong Tao Fei Wu Shiqiang Yang
Data Representation by Joint Hypergraph Embedding and Sparse Coding. CMAL: Cost-Effective Multi-Label Active Learning by Querying Subexamples.Guoxian Yu Xia Chen Carlotta Domeniconi Jun Wang Zhao Li Zili Zhang Xiangliang Zhang
Adaptive Hierarchical Attention-Enhanced Gated Network Integrating Reviews for Item Recommendation.Donghua Liu Jia Wu Jing Li Bo Du Jun Chang Xuefei Li
A Method for Geodesic Distance on Subdivision of Trees With Arbitrary Orders and Their Applications. A Hybrid Data Cleaning Framework Using Markov Logic Networks.Congcong Ge Yunjun Gao Xiaoye Miao Bin Yao Haobo Wang
A Graph Neural Network Framework for Social Recommendations.Wenqi Fan Yao Ma Qing Li Jianping Wang Guoyong Cai Jiliang Tang Dawei Yin
A Collective Approach to Scholar Name Disambiguation.Dongsheng Luo Shuai Ma Yaowei Yan Chunming Hu Xiang Zhang Jinpeng Huai
Volume 34, Number 4, April 2022
Feiping Nie Wei Zhu Xuelong Li
Target-Aware Holistic Influence Maximization in Spatial Social Networks.Taotao Cai Jianxin Li Ajmal Mian Rong-Hua Li Timos Sellis Jeffrey Xu Yu
SCHAIN-IRAM: An Efficient and Effective Semi-Supervised Clustering Algorithm for Attributed Heterogeneous Information Networks.Xiang Li Yao Wu Martin Ester Ben Kao Xin Wang Yudian Zheng
Privacy-Preserving Feature Extraction via Adversarial Training.Xiaofeng Ding Hongbiao Fang Zhilin Zhang Kim-Kwang Raymond Choo Hai Jin
PPD: A Scalable and Efficient Parallel Primal-Dual Coordinate Descent Algorithm.Hejun Wu Xinchuan Huang Qiong Luo Zhongheng Yang
Personalized Long- and Short-term Preference Learning for Next POI Recommendation.Yuxia Wu Ke Li Guoshuai Zhao Xueming Qian
Online Pricing With Reserve Price Constraint for Personal Data Markets.Chaoyue Niu Zhenzhe Zheng Fan Wu Shaojie Tang Guihai Chen
Multi Task Mutual Learning for Joint Sentiment Classification and Topic Detection.Lin Gui Jia Leng Jiyun Zhou Ruifeng Xu Yulan He
Modeling Spatial Trajectories With Attribute Representation Learning.Meng Chen Yan Zhao Yang Liu Xiaohui Yu Kai Zheng
Missing Value Imputation via Clusterwise Linear Regression.Napsu Karmitsa Sona Taheri Adil M. Bagirov Pauliina Mäkinen
Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach.Adriano Augusto Abel Armas-Cervantes Raffaele Conforti Marlon Dumas Marcello La Rosa
Magnitude Bounded Matrix Factorisation for Recommender Systems.Shuai Jiang Kan Li Richard Yi Da Xu
LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks.Dingqi Yang Bingqing Qu Jie Yang Philippe Cudré-Mauroux
Large Scale Network Embedding: A Separable Approach.Guojie Song Liang Zhang Ziyao Li Yi Li
Improving I/O Complexity of Triangle Enumeration.Yi Cui Di Xiao Daren B. H. Cline Dmitri Loguinov
Gradual Machine Learning for Entity Resolution.Boyi Hou Qun Chen Yanyan Wang Youcef Nafa Zhanhuai Li
GFocus: User Focus-Based Graph Query Autocompletion.Peipei Yi Byron Choi Zhiwei Zhang Sourav S. Bhowmick Jianliang Xu
From Anticipation to Action: Data Reveal Mobile Shopping Patterns During a Yearly Mega Sale Event in China.Muzhi Guan Meeyoung Cha Yue Wang Yong Li Jingbo Sun
Fairness in Semi-Supervised Learning: Unlabeled Data Help to Reduce Discrimination.Tao Zhang Tianqing Zhu Jing Li Mengde Han Wanlei Zhou Philip S. Yu
Enabling Time-Centric Computation for Efficient Temporal Graph Traversals From Multiple Sources. Efficient Match-Based Candidate Network Generation for Keyword Queries Over Relational Databases.Péricles Silva de Oliveira Altigran S. da Silva Edleno Silva de Moura Rosiane de Freitas
DRprofiling: Deep Reinforcement User Profiling for Recommendations in Heterogenous Information Networks. Discretization Using Combination of Heuristics for High Accuracy With Huge Noise Reduction.Somnath Pal Saptarshi Ghosh Himika Biswas Mitesh Patwari
Dimensionality Reduction Based on Multilocal Linear Pattern Preservation.Shujie Zhang Zhengming Ma Guokai Zhang Weichao Gan
Deterministic Inference of Topic Models via Maximal Latent State Replication.Daniel Rugeles Zhen Hai Manoranjan Dash Gao Cong
Continuous Monitoring of Maximum Clique Over Dynamic Graphs.Shengli Sun Weiping Li Yimo Wang Weilong Liao Philip S. Yu
ChOracle: A Unified Statistical Framework for Churn Prediction.Ali Khodadadi Seyed Abbas Hosseini Ehsan Pajouheshgar Farnam Mansouri Hamid R. Rabiee
Answer Again: Improving VQA With Cascaded-Answering Model.Liang Peng Yang Yang Xiaopeng Zhang Yanli Ji Huimin Lu Heng Tao Shen
Analyzing In-Memory NoSQL Landscape.Masoud Hemmatpour Bartolomeo Montrucchio Maurizio Rebaudengo Mohammad Sadoghi
An Efficient Split-Merge Re-Start for the $K$K-Means Algorithm.Marco Capó Aritz Pérez José Antonio Lozano
Adversarial Deep Embedded Clustering: On a Better Trade-off Between Feature Randomness and Feature Drift.Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini
Adaptively Secure and Fast Processing of Conjunctive Queries Over Encrypted Data. Adaptive Temporal-Frequency Network for Time-Series Forecasting.Zhangjing Yang Weiwu Yan Xiaolin Huang Lin Mei
A Unified Framework for User Identification Across Online and Offline Data.Tianyi Hao Jingbo Zhou Yunsheng Cheng Longbo Huang Haishan Wu
A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges.David Alexander Tedjopurnomo Zhifeng Bao Baihua Zheng Farhana Murtaza Choudhury Alex Kai Qin
A Hidden Markov Contour Tree Model for Spatial Structured Prediction.Arpan Man Sainju Wenchong He Zhe Jiang
A General Approach for Supporting Time Series Matching Using Multiple-Warped Distances.Rodica Neamtu Ramoza Ahsan Cuong Nguyen Charles Lovering Elke A. Rundensteiner Gábor N. Sárközy
Volume 34, Number 3, March 2022
Dongxiang Zhang Dongsheng Li Long Guo Kian-Lee Tan
The Use of Fuzzy Logic as Augmentation to Quantitative Analysis to Unleash Knowledge of Participants' Uncertainty When Filling a Survey: Case of Cloud Computing. Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction.Vo Nguyen Le Duy Takuto Sakuma Taiju Ishiyama Hiroki Toda Kazuya Arai Masayuki Karasuyama Yuta Okubo Masayuki Sunaga Hiroyuki Hanada Yasuo Tabei Ichiro Takeuchi
Spatio-Temporal Meta Learning for Urban Traffic Prediction.Zheyi Pan Wentao Zhang Yuxuan Liang Weinan Zhang Yong Yu Junbo Zhang Yu Zheng
Spatio-Temporal Capsule-Based Reinforcement Learning for Mobility-on-Demand Coordination. Short Text Topic Modeling Techniques, Applications, and Performance: A Survey.Jipeng Qiang Zhenyu Qian Yun Li Yunhao Yuan Xindong Wu
SACCOS: A Semi-Supervised Framework for Emerging Class Detection and Concept Drift Adaption Over Data Streams.Yang Gao Swarup Chandra Yifan Li Latifur Khan Bhavani M. Thuraisingham
Robust Subspace Clustering With Low-Rank Structure Constraint.Feiping Nie Wei Chang Zhanxuan Hu Xuelong Li
Predicting Hot Events in the Early Period through Bayesian Model for Social Networks.Zuowu Zheng Xiaofeng Gao Xiao Ma Guihai Chen
Persistence of RDF Data into NoSQL: A Survey and a Reference Architecture.Luiz Henrique Zambom Santana Ronaldo dos Santos Mello
Noise Removal in Embedded Image With Bit Approximation.Xianquan Zhang Xuelong Li Zhenjun Tang Shichao Zhang Shaomin Xie
Multi-Source Spatial Entity Linkage.Suela Isaj Torben Bach Pedersen Esteban Zimányi
Modeling Product's Visual and Functional Characteristics for Recommender Systems.Bin Wu Xiangnan He Yun Chen Liqiang Nie Kai Zheng Yangdong Ye
mg2vec: Learning Relationship-Preserving Heterogeneous Graph Representations via Metagraph Embedding.Wentao Zhang Yuan Fang Zemin Liu Min Wu Xinming Zhang
MAB-Based Reinforced Worker Selection Framework for Budgeted Spatial Crowdsensing.Xiaofeng Gao Shenwei Chen Guihai Chen
Leveraging Currency for Repairing Inconsistent and Incomplete Data.Xiaoou Ding Hongzhi Wang Jiaxuan Su Muxian Wang Jianzhong Li Hong Gao
Joint Learning of User Representation With Diffusion Sequence and Network Structure.Zhitao Wang Chengyao Chen Wenjie Li
Item Concept Network: Towards Concept-Based Item Representation Learning.Ting-Hsiang Wang Hsiu-Wei Yang Chih-Ming Chen Ming-Feng Tsai Chuan-Ju Wang
G-PICS: A Framework for GPU-Based Spatial Indexing and Query Processing. GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.Shuyin Xia Hao Zhang Wenhua Li Guoyin Wang Elisabeth Giem Zizhong Chen
Fuzzy K-Means Clustering With Discriminative Embedding.Feiping Nie Xiaowei Zhao Rong Wang Xuelong Li Zhihui Li
Evolutionary Markov Dynamics for Network Community Detection.Zhen Wang Chunyu Wang Xianghua Li Chao Gao Xuelong Li Junyou Zhu
Evaluating Public Anxiety for Topic-Based Communities in Social Networks.Na Ta Kaiyu Li Yi Yang Fang Jiao Zheng Tang Guoliang Li
Enhanced Discrete Multi-Modal Hashing: More Constraints Yet Less Time to Learn.Yong Chen Hui Zhang Zhibao Tian Jun Wang Dell Zhang Xuelong Li
Encoding High-Cardinality String Categorical Variables. Efficient Shapelet Discovery for Time Series Classification.Guozhong Li Byron Choi Jianliang Xu Sourav S. Bhowmick Kwok-Pan Chun Grace Lai-Hung Wong
Efficient Regular Expression Matching Based on Positional Inverted Index.Tao Qiu Xiaochun Yang Bin Wang Wei Wang
Dynamic Heterogeneous Information Network Embedding With Meta-Path Based Proximity.Xiao Wang Yuanfu Lu Chuan Shi Ruijia Wang Peng Cui Shuai Mou
Database Meets Artificial Intelligence: A Survey.Xuanhe Zhou Chengliang Chai Guoliang Li Ji Sun
Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction.Xingbo Du Junchi Yan Rui Zhang Hongyuan Zha
Capri: Consensus Accelerated Proximal Reweighted Iteration for A Class of Nonconvex Minimizations. BrePartition: Optimized High-Dimensional kNN Search With Bregman Distances.Yang Song Yu Gu Rui Zhang Ge Yu
An Effective Imbalanced JPEG Steganalysis Scheme Based on Adaptive Cost-Sensitive Feature Learning.Ju Jia Liming Zhai Weixiang Ren Lina Wang Yanzhen Ren
A Self-Play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario.Huan Rong Victor S. Sheng Tinghuai Ma Yang Zhou Mznah Al-Rodhaan
A New Linguistic Petri Net for Complex Knowledge Representation and Reasoning.Volume 34, Number 2, February 2022
Wenrui Dai Xiaoqian Jiang Luca Bonomi Yong Li Hongkai Xiong Lucila Ohno-Machado
Variable-Length Subsequence Clustering in Time Series. Using Randomness to Improve Robustness of Tree-Based Models Against Evasion Attacks.Fan Yang Zhiyuan Chen Aryya Gangopadhyay
User Identity Linkage via Co-Attentive Neural Network From Heterogeneous Mobility Data.Jie Feng Yong Li Zeyu Yang Mingyang Zhang Huandong Wang Hancheng Cao Depeng Jin
Unsupervised Discriminative Projection for Feature Selection.Rong Wang Jintang Bian Feiping Nie Xuelong Li
Towards Understanding the Instability of Network Embedding.Chenxu Wang Wei Rao Wenna Guo Pinghui Wang Jun Liu Xiaohong Guan
Social Boosted Recommendation With Folded Bipartite Network Embedding.Hongxu Chen Hongzhi Yin Tong Chen Weiqing Wang Xue Li Xia Hu
Reliability Maximization in Uncertain Graphs.Xiangyu Ke Arijit Khan Mohammad Al Hasan Rojin Rezvansangsari
PGeoTopic: A Distributed Solution for Mining Geographical Topic Models.Kaiqi Zhao Gao Cong Xiucheng Li
Online Spatio-Temporal Crowd Flow Distribution Prediction for Complex Metro System.Yongshun Gong Zhibin Li Jian Zhang Wei Liu Yu Zheng
Obscure: Information-Theoretically Secure, Oblivious, and Verifiable Aggregation Queries on Secret-Shared Outsourced Data.Peeyush Gupta Yin Li Sharad Mehrotra Nisha Panwar Shantanu Sharma Sumaya Almanee
Neural Text Segmentation and its Application to Sentiment Analysis.Jing Li Billy Chiu Shuo Shang Ling Shao
Multi-View K-Means Clustering With Adaptive Sparse Memberships and Weight Allocation.Junwei Han Jinglin Xu Feiping Nie Xuelong Li
Multi-View Clustering With the Cooperation of Visible and Hidden Views.Zhaohong Deng Ruixiu Liu Peng Xu Kup-Sze Choi Wei Zhang Xiaobin Tian Te Zhang Ling Liang Bin Qin Shitong Wang
Multi-Task Learning for Recommendation Over Heterogeneous Information Network.Hui Li Yanlin Wang Ziyu Lyu Jieming Shi
Maximizing the Utility in Location-Based Mobile Advertising.Peng Cheng Xiang Lian Lei Chen Siyuan Liu
LookCom: Learning Optimal Network for Community Detection.Yixiang Dong Minnan Luo Jundong Li Deng Cai Qinghua Zheng
Linear Approximation of F-Measure for the Performance Evaluation of Classification Algorithms on Imbalanced Data Sets. Information Fusion for (Re)Configuring Bike Station Networks With Crowdsourcing. Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation.Hao Liu Yongxin Tong Jindong Han Panpan Zhang Xinjiang Lu Hui Xiong
HinCTI: A Cyber Threat Intelligence Modeling and Identification System Based on Heterogeneous Information Network.Yali Gao Xiaoyong Li Hao Peng Binxing Fang Philip S. Yu
Hihooi: A Database Replication Middleware for Scaling Transactional Databases Consistently.Michael A. Georgiou Aristodemos Paphitis Michael Sirivianos Herodotos Herodotou
g-Inspector: Recurrent Attention Model on Graph.Zhiling Luo Yinghua Cui Sha Zhao Jianwei Yin
Gaussian Distribution Based Oversampling for Imbalanced Data Classification.Yuxi Xie Min Qiu Haibo Zhang Lizhi Peng Zhenxiang Chen
Fast and Secure Distributed Nonnegative Matrix Factorization.Yuqiu Qian Conghui Tan Danhao Ding Hui Li Nikos Mamoulis
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems.Jingjing Gu Qiang Zhou Jingyuan Yang Yanchi Liu Fuzhen Zhuang Yanchao Zhao Hui Xiong
Evidence Integration for Multi-Hop Reading Comprehension With Graph Neural Networks.Linfeng Song Zhiguo Wang Mo Yu Yue Zhang Radu Florian Daniel Gildea
ESA-Stream: Efficient Self-Adaptive Online Data Stream Clustering.Yanni Li Hui Li Zhi Wang Bing Liu Jiangtao Cui Hang Fei
Effective Keyword Search Over Weighted Graphs.Mehdi Kargar Lukasz Golab Divesh Srivastava Jaroslaw Szlichta Morteza Zihayat
Domain Adaptation on Graphs by Learning Aligned Graph Bases. Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model.Weichang Wu Junchi Yan Xiaokang Yang Hongyuan Zha
Deep Cross-Modal Hashing With Hashing Functions and Unified Hash Codes Jointly Learning.Rong-Cheng Tu Xian-Ling Mao Bing Ma Yong Hu Tan Yan Wei Wei Heyan Huang
Cross-Database Micro-Expression Recognition: A Benchmark.Tong Zhang Yuan Zong Wenming Zheng C. L. Philip Chen Xiaopeng Hong Chuangao Tang Zhen Cui Guoying Zhao
CHEER: Rich Model Helps Poor Model via Knowledge Infusion.Cao Xiao Trong Nghia Hoang Shenda Hong Tengfei Ma Jimeng Sun
A Novel Enriched Version of Truncated Nuclear Norm Regularization for Matrix Completion of Inexact Observed Data.Tayyebeh Saeedi Mansoor Rezghi
A Biclustering Method for Heterogeneous and Temporal Medical Data.Maxence Vandromme Julie Jacques Julien Taillard Laetitia Jourdan Clarisse Dhaenens
Volume 34, Number 1, January 2022
Yuyu Luo Xuedi Qin Chengliang Chai Nan Tang Guoliang Li Wenbo Li
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding.Yang Liu Xiang Ao Linfeng Dong Chao Zhang Jin Wang Qing He
SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding.Saeed Najafi Pour Saeid Hosseini Wen Hua Mohammad Reza Kangavari Xiaofang Zhou
RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding.Chuan Shi Yuanfu Lu Linmei Hu Zhiyuan Liu Huadong Ma
RDMN: A Relative Density Measure Based on MST Neighborhood for Clustering Multi-Scale Datasets.Gaurav Mishra Sraban Kumar Mohanty
Modeling Dynamic Missingness of Implicit Feedback for Sequential Recommendation.Xiaolin Zheng Menghan Wang Renjun Xu Jianmeng Li Yan Wang
Matrix Completion via Schatten Capped $p$p Norm.Guorui Li Guang Guo Sancheng Peng Cong Wang Shui Yu Jianwei Niu Jianli Mo
Learning Vertex Representations for Bipartite Networks.Ming Gao Xiangnan He Leihui Chen Tingting Liu Jinglin Zhang Aoying Zhou
Large Scale Tensor Factorization via Parallel Sketches.Bo Yang Ahmed S. Zamzam Nicholas D. Sidiropoulos
Lamps: Location-Aware Moving Top-k Pub/Sub.Shunya Nishio Daichi Amagata Takahiro Hara
Label Propagated Nonnegative Matrix Factorization for Clustering.Long Lan Tongliang Liu Xiang Zhang Chuanfu Xu Zhigang Luo
HyperMinHash: MinHash in LogLog Space.Yun William Yu Griffin M. Weber
Hierarchical Prediction and Adversarial Learning For Conditional Response Generation.Yanran Li Ruixiang Zhang Wenjie Li Ziqiang Cao
Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network.Lei Li Sibo Wang Xiaofang Zhou
Fast Multi-View Semi-Supervised Learning With Learned Graph.Bin Zhang Qianyao Qiang Fei Wang Feiping Nie
DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction.Jiajing Zhu Yongguo Liu Chuanbiao Wen Xindong Wu
Deep Learning on Graphs: A Survey.Ziwei Zhang Peng Cui Wenwu Zhu
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning.Yifan Zhang Peilin Zhao Qingyao Wu Bin Li Junzhou Huang Mingkui Tan
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery.Lihui Lin Yanghui Rao Haoran Xie Raymond Y. K. Lau Jian Yin Fu Lee Wang Qing Li
Constrained Truth Discovery.Chen Ye Hongzhi Wang Kangjie Zheng YouKang Kong Rong Zhu Jing Gao Jianzhong Li
Collective Decision for Open Set Recognition. Cohesive Subgraph Search Using Keywords in Large Networks.Yuanyuan Zhu Qian Zhang Lu Qin Lijun Chang Jeffrey Xu Yu
An Optimal Online Semi-Connected PLA Algorithm With Maximum Error Bound.Huanyu Zhao Chaoyi Pang Ramamohanarao Kotagiri Christopher Kuo Pang Ke Deng Jian Yang Tongliang Li
An Online Robust Support Vector Regression for Data Streams.Hang Yu Jie Lu Guangquan Zhang
Aligning Points to Lines: Provable Approximations. Activity Organization for Friend-Making Optimization in Online Social Networks.Chih-Ya Shen De-Nian Yang Wang-Chien Lee Ming-Syan Chen
Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data.Wei Yang Yangyang Geng Lu Li Xike Xie Liusheng Huang
Accurately Estimating User Cardinalities and Detecting Super Spreaders Over Time.Peng Jia Pinghui Wang Yuchao Zhang Xiangliang Zhang Jing Tao Jianwei Ding Xiaohong Guan Don Towsley
A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications.Shanjiang Tang Bingsheng He Ce Yu Yusen Li Kun Li
A Survey on Deep Learning for Named Entity Recognition.Jing Li Aixin Sun Jianglei Han Chenliang Li
A Survey of Data-Driven and Knowledge-Aware eXplainable AI.Xiao-Hui Li Caleb Chen Cao Yuhan Shi Wei Bai Han Gao Luyu Qiu Cong Wang Yuanyuan Gao Shenjia Zhang Xun Xue Lei Chen
A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories. A Framework for Anomaly Detection in Time-Driven and Event-Driven Processes Using Kernel Traces.