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IEEE Transactions on Knowledge and Data Engineering, Volume 33
Volume 33, Number 1, January 2021
- Giuseppe Manco
, Ettore Ritacco
A Factorization Approach for Survival Analysis on Diffusion Networks. 1-13 - Xiaodong Qi
A Reliable Storage Partition for Permissioned Blockchain. 14-27 - Lucile Sautot
A Semi-Automatic Design Methodology for (Big) Data Warehouse Transforming Facts into Dimensions. 28-42 - Wei Li, Hai Zhuge
Abstractive Multi-Document Summarization Based on Semantic Link Network. 43-54 - Rustem Dautov
Automating IoT Data-Intensive Application Allocation in Clustered Edge Computing. 55-69 - Roy Ka-Wei Lee
Discovering Hidden Topical Hubs and Authorities Across Multiple Online Social Networks. 70-84 - Jong-Ryul Lee
Efficient Distance Sensitivity Oracles for Real-World Graph Data. 85-99 - Qi Liu
EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction. 100-115 - Cuneyt Gurcan Akcora
GraphBoot: Quantifying Uncertainty in Node Feature Learning on Large Networks. 116-127 - Zengmao Wang
Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning. 128-142 - Shan Gao
Learning ADL Daily Routines with Spatiotemporal Neural Networks. 143-153 - Yuan Fang
Metagraph-Based Learning on Heterogeneous Graphs. 154-168 - Yang Yang, Yuhong Xu
Mining Fraudsters and Fraudulent Strategies in Large-Scale Mobile Social Networks. 169-179 - Huan Yan
Multi-Site User Behavior Modeling and Its Application in Video Recommendation. 180-193 - Jingjing Li
On Both Cold-Start and Long-Tail Recommendation with Social Data. 194-208 - Gabriele Civitarese
POLARIS: Probabilistic and Ontological Activity Recognition in Smart-Homes. 209-223 - Zhongbao Zhang
Reconciling Multiple Social Networks Effectively and Efficiently: An Embedding Approach. 224-238 - G. Dumindu Samaraweera
Security and Privacy Implications on Database Systems in Big Data Era: A Survey. 239-258 - Yawei Zhao
Simultaneous Clustering and Optimization for Evolving Datasets. 259-270 - Jinfei Liu
Skyline Diagram: Efficient Space Partitioning for Skyline Queries. 271-286 - Li-Yen Kuo
The Framework of Personalized Ranking on Poisson Factorization. 287-301 - Quan Do
Unveiling Hidden Implicit Similarities for Cross-Domain Recommendation. 302-315
Volume 33, Number 2, February 2021
- Liang Li
A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database Systems. 316-330 - Xiaofeng Ding
A Novel Privacy Preserving Framework for Large Scale Graph Data Publishing. 331-343 - Chenggang Wu
Anna: A KVS for Any Scale. 344-358 - Huan Hu
Bit-Oriented Sampling for Aggregation on Big Data. 359-373 - Dongdong Cheng
Clustering with Local Density Peaks-Based Minimum Spanning Tree. 374-387 - Renfeng Ma
Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation. 388-400 - Yong Ge
Computing Co-Location Patterns in Spatial Data with Extended Objects: A Scalable Buffer-Based Approach. 401-414 - Graham Cormode
Constrained Private Mechanisms for Count Data. 415-430 - Zhicheng He
Content to Node: Self-Translation Network Embedding. 431-443 - Yue Wang
Efficient Similarity Search for Sets over Graphs. 444-458 - Yuncheng Wu
Enhanced Privacy Preserving Group Nearest Neighbor Search. 459-473 - Yurong Cheng
Event-Participant and Incremental Planning over Event-Based Social Networks. 474-488 - Jianbin Qin
Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space. 489-505 - Zhe Jiang
Geographical Hidden Markov Tree. 506-520 - Gengyu Lyu
GM-PLL: Graph Matching Based Partial Label Learning. 521-535 - Wenwen Min
Group-Sparse SVD Models via $L_1$L1- and $L_0$L0-norm Penalties and their Applications in Biological Data. 536-550 - Zhaojing Luo
Improving Data Analytics with Fast and Adaptive Regularization. 551-568 - Dan Chen
Incremental Factorization of Big Time Series Data with Blind Factor Approximation. 569-584 - Han Xiao
Knowledge Graph Embedding Based on Multi-View Clustering Framework. 585-596 - André Kohn
Making Compiling Query Engines Practical. 597-612 - Dong Li
Modeling Influence Diffusion over Signed Social Networks. 613-625 - Sangdi Lin
MTBR: Multi-Target Boosting for Regression. 626-636 - Dimitris Berberidis
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs. 637-650 - Jiajie Xu
Predicting Destinations by a Deep Learning based Approach. 651-666 - Jingtao Ding
Sampler Design for Bayesian Personalized Ranking by Leveraging View Data. 667-681 - Yang Yang
Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities. 682-695 - Yang Yang
Semi-Supervised Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport. 696-709 - Rong-Hua Li
Signed Clique Search in Signed Networks: Concepts and Algorithms. 710-727 - Pengyang Wang
Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies. 728-741 - Hao Huang, Qian Yan, Lu Chen
Statistical Inference of Diffusion Networks. 742-753 - Shanqing Yu
Target Defense Against Link-Prediction-Based Attacks via Evolutionary Perturbations. 754-767 - Tsz Nam Chan
The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds. 768-781 - Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang
Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach. 782-795 - Anes Bendimerad
User-Driven Geolocated Event Detection in Social Media. 796-809
Volume 33, Number 3, March 2021
- Satendra Pal Singh
A Novel Biometric Inspired Robust Security Framework for Medical Images. 810-823 - Pan Zhou
A Privacy-Preserving Distributed Contextual Federated Online Learning Framework with Big Data Support in Social Recommender Systems. 824-838 - Wissam Siblini
A Review on Dimensionality Reduction for Multi-Label Classification. 839-857 - Chao-Hua Yu
An Improved Quantum Algorithm for Ridge Regression. 858-866 - Feng Zhang
Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures. 867-881 - Xin Hong
Component-Based Feature Saliency for Clustering. 882-896 - Bo Zhang, Boxiang Dong
CorrectMR: Authentication of Distributed SQL Execution on MapReduce. 897-908 - Vassilis N. Ioannidis
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. 909-920 - Jingyuan Wang
Deep Trajectory Recovery with Fine-Grained Calibration using Kalman Filter. 921-934 - Kamal Taha
Detecting Disjoint Communities in a Social Network Based on the Degrees of Association Between Edges and Influential Nodes. 935-950 - Peng Zhao
Distribution-Free One-Pass Learning. 951-963 - Saeed Shahrivari
Efficient Distributed k-Clique Mining for Large Networks Using MapReduce. 964-974 - Chaoyue Niu
ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data. 975-990 - Amin Vahedian Khezerlou
Forecasting Gathering Events through Trajectory Destination Prediction: A Dynamic Hybrid Model. 991-1004 - Pengfei Li
HisRect: Features from Historical Visits and Recent Tweet for Co-Location Judgement. 1005-1018 - Yifan Hao
Identify Significant Phenomenon-Specific Variables for Multivariate Time Series. 1019-1031 - Yao Zhang
IGE+: A Framework for Learning Node Embeddings in Interaction Graphs. 1032-1044 - Yu Yang
Influence Analysis in Evolving Networks: A Survey. 1045-1063 - Dingxiong Deng
Label Propagation on K-Partite Graphs with Heterophily. 1064-1077 - Mingkui Tan
Learning Sparse PCA with Stabilized ADMM Method on Stiefel Manifold. 1078-1088 - Xixian Chen
Making Online Sketching Hashing Even Faster. 1089-1101 - Wenjian Luo
Multiscale Local Community Detection in Social Networks. 1102-1112 - Shizhe Hu
Multi-Task Image Clustering through Correlation Propagation. 1113-1127 - Cheng Yang
Neural Diffusion Model for Microscopic Cascade Study. 1128-1139 - Yazeed Alabdulkarim
Polygraph: A Plug-n-Play Framework to Quantify Application Anomalies. 1140-1155 - Jiayang Tu
Quality-Assured Synchronized Task Assignment in Crowdsourcing. 1156-1168 - Yong Ge
Route Recommendations for Intelligent Transportation Services. 1169-1182 - Hongzhi Shi
Semantics-Aware Hidden Markov Model for Human Mobility. 1183-1194 - Da Cao
Social-Enhanced Attentive Group Recommendation. 1195-1209 - Feiping Nie
Structured Graph Optimization for Unsupervised Feature Selection. 1210-1222 - Yongqiang Tang
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering. 1223-1237 - Shubhadip Mitra
TIPS: Mining Top-K Locations to Minimize User-Inconvenience for Trajectory-Aware Services. 1238-1250 - Yafei Li
Top-$k$k Vehicle Matching in Social Ridesharing: A Price-Aware Approach. 1251-1263 - Shanshan Lyu
Truth Discovery by Claim and Source Embedding. 1264-1275 - Fei Wang
Unsupervised Linear Discriminant Analysis for Jointly Clustering and Subspace Learning. 1276-1290 - Buddhika Nettasinghe
"What Do Your Friends Think?": Efficient Polling Methods for Networks Using Friendship Paradox. 1291-1305
Volume 33, Number 4, April 2021
- Wensheng Gan
A Survey of Utility-Oriented Pattern Mining. 1306-1327 - Yuji Roh
A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective. 1328-1347 - Pouya Ghiasnezhad Omran
An Embedding-Based Approach to Rule Learning in Knowledge Graphs. 1348-1359 - Xiaoye Miao
Answering Skyline Queries Over Incomplete Data With Crowdsourcing. 1360-1374 - Hongyun Cai
BS-SC: An Unsupervised Approach for Detecting Shilling Profiles in Collaborative Recommender Systems. 1375-1388 - Xianxue Yu, Guoxian Yu
Co-Clustering Ensembles Based on Multiple Relevance Measures. 1389-1400 - Sumeet Bajaj, Anrin Chakraborti
ConcurDB: Concurrent Query Authentication for Outsourced Databases. 1401-1412 - Chuan Shi
Deep Collaborative Filtering with Multi-Aspect Information in Heterogeneous Networks. 1413-1425 - Guanqun Cao
Deep Multi-View Learning to Rank. 1426-1438 - Petr Lukás
Demythization of Structural XML Query Processing: Comparison of Holistic and Binary Approaches. 1439-1452 - Xiaolei Lu
Duration Modeling with Semi-Markov Conditional Random Fields for Keyphrase Extraction. 1453-1466 - Akansha Bhardwaj
Event Detection on Microposts: A Comparison of Four Approaches. 1467-1478 - Sahand Hariri
Extended Isolation Forest. 1479-1489 - Gong Cheng
Fast Algorithms for Semantic Association Search and Pattern Mining. 1490-1502 - Aldo Lipani
Fixed-Cost Pooling Strategies. 1503-1522 - Zhao Zhang
Flexible Auto-Weighted Local-Coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. 1523-1539 - Gabriele Tolomei
Generating Actionable Interpretations from Ensembles of Decision Trees. 1540-1553 - Dan He
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries. 1554-1566 - Ilias Kanellos
Impact-Based Ranking of Scientific Publications: A Survey and Experimental Evaluation. 1567-1584 - Guohao Sun
Incremental Graph Pattern Based Node Matching with Multiple Updates. 1585-1600 - Bo Zhang
Integrity Authentication for SQL Query Evaluation on Outsourced Databases: A Survey. 1601-1618 - Xiuyi Jia
Label Distribution Learning with Label Correlations on Local Samples. 1619-1631 - Ning Xu
Label Enhancement for Label Distribution Learning. 1632-1643 - Mao-Lin Li
Matrix Factorization with Interval-Valued Data. 1644-1658 - Sai Wu
NEIST: A Neural-Enhanced Index for Spatio-Temporal Queries. 1659-1673 - Zahid Halim
On the Efficient Representation of Datasets as Graphs to Mine Maximal Frequent Itemsets. 1674-1691 - Peng Peng
Optimizing Multi-Query Evaluation in Federated RDF Systems. 1692-1707 - Pengpeng Zhao
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation. 1708-1721 - Xiao Bai
Position-Aware Deep Character-Level CTR Prediction for Sponsored Search. 1722-1736 - Yashen Wang
Query Expansion With Local Conceptual Word Embeddings in Microblog Retrieval. 1737-1749 - Taygun Kekeç
Sem2Vec: Semantic Word Vectors with Bidirectional Constraint Propagations. 1750-1762 - Jiaying Liu
Shifu2: A Network Representation Learning Based Model for Advisor-Advisee Relationship Mining. 1763-1777 - Wei Ye
Tree++: Truncated Tree Based Graph Kernels. 1778-1789 - Jing Li
Neural Named Entity Boundary Detection. 1790-1795 - Jyoti Maggu
Transformed Subspace Clustering. 1796-1801 - Jipeng Qiang
Unsupervised Statistical Text Simplification. 1802-1806
Volume 33, Number 5, May 2021
- Megha Khosla
A Comparative Study for Unsupervised Network Representation Learning. 1807-1818 - Anna Gatzioura
A Hybrid Recommender System for Improving Automatic Playlist Continuation. 1819-1830 - Junfeng Wu
Absorbing Diagonal Algorithm: An Eigensolver of $O\left(n^{2.584963}\log \frac{1}{\varepsilon }\right)$On2.584963log1ɛ Complexity at Accuracy $\varepsilon$ɛ. 1831-1847 - Yuxiang Ren
ActiveIter: Meta Diagram Based Active Learning in Social Networks Alignment. 1848-1860 - Junhua Fang, Rong Zhang
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. 1861-1876 - Yongxuan Lai
An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random $k$k-Means Ensemble. 1877-1890 - Yong Tian, Lian Zhou
Deep Cross-Modal Face Naming for People News Retrieval. 1891-1905 - Xiaoxuan Shen
Deep Variational Matrix Factorization with Knowledge Embedding for Recommendation System. 1906-1918 - Defu Lian
Discrete Matrix Factorization and Extension for Fast Item Recommendation. 1919-1933 - Di Zhuang
DynaMo: Dynamic Community Detection by Incrementally Maximizing Modularity. 1934-1945 - Jianfeng Dong
Feature Re-Learning with Data Augmentation for Video Relevance Prediction. 1946-1959 - Yun Xiong
GraphInception: Convolutional Neural Networks for Collective Classification in Heterogeneous Information Networks. 1960-1972 - Zhigang Wang
HGraph: I/O-Efficient Distributed and Iterative Graph Computing by Hybrid Pushing/Pulling. 1973-1987 - Roozbeh Razavi-Far
Imputation-Based Ensemble Techniques for Class Imbalance Learning. 1988-2001 - Yanyan Wang
Joint Inference for Aspect-Level Sentiment Analysis by Deep Neural Networks and Linguistic Hints. 2002-2014 - Qiannan Zhu
Knowledge Base Reasoning with Convolutional-Based Recurrent Neural Networks. 2015-2028 - Qingzhe Li
Large-scale Cost-Aware Classification Using Feature Computational Dependency Graph. 2029-2044 - Giannis Nikolentzos
Learning Structural Node Representations Using Graph Kernels. 2045-2056 - Min-Ling Zhang
Leveraging Implicit Relative Labeling-Importance Information for Effective Multi-Label Learning. 2057-2070 - Yufeng Li
Lightweight Label Propagation for Large-Scale Network Data. 2071-2082 - Jing Zhang
Multi-Label Truth Inference for Crowdsourcing Using Mixture Models. 2083-2095 - Xian Zhou
Multi-Level Attention Networks for Multi-Step Citywide Passenger Demands Prediction. 2096-2108 - Xiu-Shen Wei
Multi-Instance Learning With Emerging Novel Class. 2109-2120 - Bay-Yuan Hsu, Chih-Ya Shen
Network Intervention for Mental Disorders with Minimum Small Dense Subgroups. 2121-2136 - Omer Tal
Neural Attention Frameworks for Explainable Recommendation. 2137-2150 - Botao Peng
ParIS+: Data Series Indexing on Multi-Core Architectures. 2151-2164 - Xiaofeng Gao
Popularity Prediction for Single Tweet Based on Heterogeneous Bass Model. 2165-2178 - Huan Zhao
Ranking Users in Social Networks with Motif-Based PageRank. 2179-2192 - Qi Zhang
Semi-Supervised Graph Based Embedding With Non-Convex Sparse Coding Techniques. 2193-2207 - Xiaoyan Yin
Signed-PageRank: An Efficient Influence Maximization Framework for Signed Social Networks. 2208-2222 - Rui Han
SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine Learning. 2223-2236 - Kangfei Zhao, Jiao Su
SQL-G: Efficient Graph Analytics by SQL. 2237-2251 - Junwei Han
Structured Graph Reconstruction for Scalable Clustering. 2252-2265 - Lei Han
The Impact of Task Abandonment in Crowdsourcing. 2266-2279 - Woohwan Jung
TIDY: Publishing a Time Interval Dataset With Differential Privacy. 2280-2294 - Yongxin Tong
Two-Sided Online Micro-Task Assignment in Spatial Crowdsourcing. 2295-2309
Volume 33, Number 6, June 2021
- Jianguo Chen
A Domain Adaptive Density Clustering Algorithm for Data With Varying Density Distribution. 2310-2321 - Jiaxin Jiang
A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs. 2322-2336 - Deng Cai
A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search. 2337-2348 - Xinghao Yang
A Survey on Canonical Correlation Analysis. 2349-2368 - Hongfu Liu
Clustering With Outlier Removal. 2369-2379 - Tomer Geva
Data-Driven Link Screening for Increasing Network Predictability. 2380-2391 - Nantia Makrynioti
Declarative Data Analytics: A Survey. 2392-2411 - Shengdong Du
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework. 2412-2424 - Xiaofeng Zhu
Efficient Utilization of Missing Data in Cost-Sensitive Learning. 2425-2436 - Ke Xu
Enhancing Recommender Systems With a Stimulus-Evoked Curiosity Mechanism. 2437-2451 - Natalia M. Arzeno
Evolutionary Clustering via Message Passing. 2452-2466 - Ke Ma
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size. 2467-2478 - Mingtao Lei
Finding Route Hotspots in Large Labeled Networks. 2479-2492 - Fuli Feng
Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. 2493-2504 - Hao Peng
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification. 2505-2519 - Ling Huang
HM-Modularity: A Harmonic Motif Modularity Approach for Multi-Layer Network Community Detection. 2520-2533 - Binbin Gu
Improving the Quality of Web-Based Data Imputation With Crowd Intervention. 2534-2547 - Pengfei Wan
Intervening Coupling Diffusion of Competitive Information in Online Social Networks. 2548-2559 - Jiangtao Li
Large-Scale Nodes Classification With Deep Aggregation Network. 2560-2572 - Abdelkader Baggag
Learning Spatiotemporal Latent Factors of Traffic via Regularized Tensor Factorization: Imputing Missing Values and Forecasting. 2573-2587 - Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng
Learning to Recommend With Multiple Cascading Behaviors. 2588-2601 - Bo-Jian Hou
Learning With Feature Evolvable Streams. 2602-2615 - Yan Zhu
Matrix Profile IX: Admissible Time Series Motif Discovery With Missing Data. 2616-2626 - Linchuan Xu
MixSp: A Framework for Embedding Heterogeneous Information Networks With Arbitrary Number of Node and Edge Types. 2627-2639 - Dongsheng Li
Mixture Matrix Approximation for Collaborative Filtering. 2640-2653 - Xiaoyang Chen
MSQ-Index: A Succinct Index for Fast Graph Similarity Search. 2654-2668 - Hsin-Min Lu
Nonparametric Regression via Variance-Adjusted Gradient Boosting Gaussian Process Regression. 2669-2679 - Yifan Zhang
Online Adaptive Asymmetric Active Learning With Limited Budgets. 2680-2692 - Chengyu Wang
Open Relation Extraction for Chinese Noun Phrases. 2693-2708 - Zhengxiao Du
POLAR++: Active One-Shot Personalized Article Recommendation. 2709-2722 - Kai Zhao
Predicting Taxi and Uber Demand in Cities: Approaching the Limit of Predictability. 2723-2736 - Di Jin
Robust Detection of Link Communities With Summary Description in Social Networks. 2737-2749 - Wei Song
Self-Healing Event Logs. 2750-2763 - Jianpeng Xu
Spatio-Temporal Multi-Task Learning via Tensor Decomposition. 2764-2775 - Qi Xuan
Subgraph Networks With Application to Structural Feature Space Expansion. 2776-2789 - Yingxia Shao
Sys-TM: A Fast and General Topic Modeling System. 2790-2802 - Ze-ke Wang
Understanding and Optimizing Conjunctive Predicates Under Memory-Efficient Storage Layouts. 2803-2817
Volume 33, Number 7, July 2021
- Roonak Rezvani
A New Pattern Representation Method for Time-Series Data. 2818-2832 - Hong Zhao
A Recursive Regularization Based Feature Selection Framework for Hierarchical Classification. 2833-2846 - Yuhong Xu
Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification. 2847-2862 - Hadi Zare
Detection of Community Structures in Networks With Nodal Features based on Generative Probabilistic Approach. 2863-2874 - Víctor Martínez
Disambiguation of Semantic Relations Using Evidence Aggregation According to a Sense Inventory. 2875-2887 - Hui Luo
Dynamic Ridesharing in Peak Travel Periods. 2888-2902 - Jingwu Chen
Follow the Title Then Read the Article: Click-Guide Network for Dwell Time Prediction. 2903-2913 - Jinfei Liu
Group-Based Skyline for Pareto Optimal Groups. 2914-2929 - Yichen Ding, Xun Zhou
Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data. 2930-2942 - Zhicheng Liu
Modeling Submarket Effect for Real Estate Hedonic Valuation: A Probabilistic Approach. 2943-2955 - Huafeng Liu
Social Recommendation With Learning Personal and Social Latent Factors. 2956-2970 - João Vinagre
Statistically Robust Evaluation of Stream-Based Recommender Systems. 2971-2982 - Kaiqi Chen
Succinct Representation of Dynamic Networks. 2983-2994 - Yubin Park
Tackling Overfitting in Boosting for Noisy Healthcare Data. 2995-3006
Volume 33, Number 8, August 2021
- Fangzhou Zhu, Mingxuan Yuan, Xike Xie
A Data-Driven Sequential Localization Framework for Big Telco Data. 3007-3019 - Xudong Wu
Adaptive Diffusion of Sensitive Information in Online Social Networks. 3020-3034 - Changhe Song, Cheng Yang
CED: Credible Early Detection of Social Media Rumors. 3035-3047 - Fernando Martínez-Plumed
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. 3048-3061 - Shun Guo
Document Vector Extension for Documents Classification. 3062-3074 - Antônio Cavalcante Araújo Neto
Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies. 3075-3089 - Hongwei Wang
Learning Graph Representation With Generative Adversarial Nets. 3090-3103 - Avigdor Gal
Learning to Rerank Schema Matches. 3104-3116 - Xiao Fu
Link Prediction Under Imperfect Detection: Collaborative Filtering for Ecological Networks. 3117-3128 - Bo Han
Privacy-Preserving Stochastic Gradual Learning. 3129-3140 - Yang Cao
Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services. 3141-3154 - Saerom Park
Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System. 3155-3159
Volume 33, Number 9, September 2021
- Guoshuai Zhao
CAPER: Context-Aware Personalized Emoji Recommendation. 3160-3172 - Thirunavukarasu Balasubramaniam
Column-Wise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. 3173-3186 - Raffaele Perego
Compressed Indexes for Fast Search of Semantic Data. 3187-3198 - Cecília Nunes
Decision Tree Learning for Uncertain Clinical Measurements. 3199-3211 - Loredana Caruccio
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance. 3212-3228 - Zhou Shao, Muhammad Aamir Cheema
Efficiently Processing Spatial and Keyword Queries in Indoor Venues. 3229-3244 - Fang He
Fast Semi-Supervised Learning With Optimal Bipartite Graph. 3245-3257 - Gianni Barlacchi
Land Use Classification With Point of Interests and Structural Patterns. 3258-3269 - Sina Shaham
Privacy Preserving Location Data Publishing: A Machine Learning Approach. 3270-3283 - Defu Lian
Product Quantized Collaborative Filtering. 3284-3296 - Xinsong Zhang
Robust Neural Relation Extraction via Multi-Granularity Noises Reduction. 3297-3310 - Ping Wang
A Novel Tensor-Based Temporal Multi-Task Survival Analysis Model. 3311-3322
Volume 33, Number 10, October 2021
- Qing Li
A Multimodal Event-Driven LSTM Model for Stock Prediction Using Online News. 3323-3337 - Yuan Wan
Adaptive Similarity Embedding for Unsupervised Multi-View Feature Selection. 3338-3350 - Heng Tao Shen
Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. 3351-3365 - Meijia Wang
Graph Ranking Auditing: Problem Definition and Fast Solutions. 3366-3380 - Qing Liu, Ziyuan Zhu, Jianliang Xu
MaxiZone: Maximizing Influence Zone Over Geo-Textual Data. 3381-3393 - Heidar Davoudi
Paywall Policy Learning in Digital News Media. 3394-3409 - Xiaofeng Gao
Quality Inference Based Task Assignment in Mobile Crowdsensing. 3410-3423 - Wei Wu
Secure and Efficient Outsourced k-Means Clustering using Fully Homomorphic Encryption With Ciphertext Packing Technique. 3424-3437 - Yiyan Qi
Streaming Algorithms for Estimating High Set Similarities in LogLog Space. 3438-3452 - Yunjun Gao
Time-Respecting Flow Graph Pattern Matching on Temporal Graphs. 3453-3467 - Tong Xia, Yong Li
Understanding Urban Dynamics via State-Sharing Hidden Markov Model. 3468-3481
Volume 33, Number 11, November 2021
- Nikolaos Panagiotou
A General Framework for First Story Detection Utilizing Entities and Their Relations. 3482-3493 - Leilei Sun
Automatic Treatment Regimen Design. 3494-3506 - Yongxin Wang
BATCH: A Scalable Asymmetric Discrete Cross-Modal Hashing. 3507-3519 - Fangda Guo
Cohesive Group Nearest Neighbor Queries on Road-Social Networks under Multi-Criteria. 3520-3536 - Chengliang Chai
CrowdChart: Crowdsourced Data Extraction From Visualization Charts. 3537-3549 - Bin Cao
Expediting the Accuracy-Improving Process of SVMs for Class Imbalance Learning. 3550-3567 - Aneesh Sreevallabh Chivukula
Game Theoretical Adversarial Deep Learning With Variational Adversaries. 3568-3581 - Liang Wang
HKMF-T: Recover From Blackouts in Tagged Time Series With Hankel Matrix Factorization. 3582-3593 - Yuan Xie
Joint Deep Multi-View Learning for Image Clustering. 3594-3606 - Ying Shen
Modeling Relation Paths for Knowledge Graph Completion. 3607-3617 - Yinan Liu, Wei Shen
Named Entity Location Prediction Combining Twitter and Web. 3618-3633 - Zheng Wang, Xiaojun Ye
Network Embedding With Completely-Imbalanced Labels. 3634-3647 - Mizanur Rahman, Nestor Hernandez, Bogdan Carbunar
Towards De-Anonymization of Google Play Search Rank Fraud. 3648-3661
Volume 33, Number 12, December 2021
- Fabian Laforet
An Ensemble Technique for Better Decisions Based on Data Streams and its Application to Data Privacy. 3662-3674 - Yadan Luo
Collaborative Learning for Extremely Low Bit Asymmetric Hashing. 3675-3685 - Yue Wang
Fast and Accurate SimRank Computation via Forward Local Push and its Parallelization. 3686-3700 - Zhongpu Chen
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. 3701-3715 - Wei Ye
Incorporating User's Preference into Attributed Graph Clustering. 3716-3728 - Xiaofeng Chen
Publicly Verifiable Databases With All Efficient Updating Operations. 3729-3740
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