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ORCIDIEEE Transactions on Knowledge and Data Engineering, Volume 31
Volume 31, Number 1, January 2019
- Meichun Hsu, Alfons Kemper, Timos Sellis
:
Special Section on the International Conference on Data Engineering 2016. 1-2 - Jongwuk Lee, Won-Seok Hwang, Juan Parc, Youngnam Lee, Sang-Wook Kim, Dongwon Lee:
l-Injection: Toward Effective Collaborative Filtering Using Uninteresting Items. 3-16 - Srinivas Karthik, Jayant R. Haritsa, Sreyash Kenkre, Vinayaka Pandit, Lohit Krishnan:
Platform-Independent Robust Query Processing. 17-31 - Li Su, Yongluan Zhou:
Passive and Partially Active Fault Tolerance for Massively Parallel Stream Processing Engines. 32-45 - Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran:
Interactive Data Exploration with Smart Drill-Down. 46-60 - Pinghui Wang, Yiyan Qi, John C. S. Lui, Don Towsley, Junzhou Zhao, Jing Tao:
Inferring Higher-Order Structure Statistics of Large Networks from Sampled Edges. 61-74 - Dong Wen, Lu Qin, Ying Zhang, Xuemin Lin, Jeffrey Xu Yu:
I/O Efficient Core Graph Decomposition: Application to Degeneracy Ordering. 75-90 - Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue:
A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join. 91-104 - Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen:
Achieving Data Truthfulness and Privacy Preservation in Data Markets. 105-119 - Bing Li, Xiaochun Yang, Rui Zhou, Bin Wang, Chengfei Liu, Yanchun Zhang:
An Efficient Method for High Quality and Cohesive Topical Phrase Mining. 120-137 - Xu Zhou, Kenli Li, ZhiBang Yang, Keqin Li:
Finding Optimal Skyline Product Combinations under Price Promotion. 138-151 - Qi Zhang, Chongyang Shi, Zhendong Niu, Longbing Cao:
HCBC: A Hierarchical Case-Based Classifier Integrated with Conceptual Clustering. 152-165 - Qian Ma, Yu Gu, Wang-Chien Lee, Ge Yu:
Order-Sensitive Imputation for Clustered Missing Values. 166-180 - Konstantinos Semertzidis, Evaggelia Pitoura:
Top-k Durable Graph Pattern Queries on Temporal Graphs. 181-194 - Jerónimo Hernández-González, Iñaki Inza, José Antonio Lozano:
A Note on the Behavior of Majority Voting in Multi-Class Domains with Biased Annotators. 195-200
Volume 31, Number 2, February 2019
- Liangxiao Jiang, Lungan Zhang, Chaoqun Li, Jia Wu:
A Correlation-Based Feature Weighting Filter for Naive Bayes. 201-213 - Peilin Zhao, Yifan Zhang, Min Wu, Steven C. H. Hoi, Mingkui Tan, Junzhou Huang:
Adaptive Cost-Sensitive Online Classification. 214-228 - Amirhossein Akbarnejad, Mahdieh Soleymani Baghshah:
An Efficient Semi-Supervised Multi-label Classifier Capable of Handling Missing Labels. 229-242 - Zeyang Ye, Keli Xiao, Yong Ge, Yuefan Deng:
Applying Simulated Annealing and Parallel Computing to the Mobile Sequential Recommendation. 243-256 - Shangsong Liang, Emine Yilmaz, Evangelos Kanoulas:
Collaboratively Tracking Interests for User Clustering in Streams of Short Texts. 257-272 - Xiaoke Ma, Di Dong, Quan Wang:
Community Detection in Multi-Layer Networks Using Joint Nonnegative Matrix Factorization. 273-286 - Yifan Chen, Xiang Zhao, Xuemin Lin, Yang Wang, Deke Guo:
Efficient Mining of Frequent Patterns on Uncertain Graphs. 287-300 - Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger:
Efficient Vertical Mining of High Average-Utility Itemsets Based on Novel Upper-Bounds. 301-314 - Georgios Kellaris, Stavros Papadopoulos, Dimitris Papadias:
Engineering Methods for Differentially Private Histograms: Efficiency Beyond Utility. 315-328 - Sepehr Eghbali, Ladan Tahvildari:
Fast Cosine Similarity Search in Binary Space with Angular Multi-Index Hashing. 329-342 - Linlin You, Bige Tunçer, Hexu Xing:
Harnessing Multi-Source Data about Public Sentiments and Activities for Informed Design. 343-356 - Chuan Shi, Binbin Hu, Wayne Xin Zhao, Philip S. Yu:
Heterogeneous Information Network Embedding for Recommendation. 357-370 - Dimitrios Kotzias, Moshe Lichman, Padhraic Smyth:
Predicting Consumption Patterns with Repeated and Novel Events. 371-384 - Bingqing Lyu, Lu Qin, Xuemin Lin, Lijun Chang, Jeffrey Xu Yu:
Supergraph Search in Graph Databases via Hierarchical Feature-Tree. 385-400
Volume 31, Number 3, March 2019
- Marco Ferrante, Nicola Ferro, Silvia Pontarollo:
A General Theory of IR Evaluation Measures. 409-422 - Hangyu Li, Sarana Nutanong, Hong Xu, Chenyun Yu, Foryu Ha:
C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join. 423-436 - Inbal Yahav, Onn Shehory, David G. Schwartz:
Comments Mining With TF-IDF: The Inherent Bias and Its Removal. 437-450 - Yuan He, Cheng Wang, Changjun Jiang:
Correlated Matrix Factorization for Recommendation with Implicit Feedback. 451-464 - Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong:
Detecting Pickpocket Suspects from Large-Scale Public Transit Records. 465-478 - Hong Cao, Kevin Chen-Chuan Chang:
Nonintrusive Smartphone User Verification Using Anonymized Multimodal Data. 479-492 - Jiali Mei, Yohann de Castro, Yannig Goude, Jean-Marc Azaïs, Georges Hébrail:
Nonnegative Matrix Factorization with Side Information for Time Series Recovery and Prediction. 493-506 - Dingqi Yang, Bingqing Qu, Philippe Cudré-Mauroux:
Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation. 507-520 - Xu Zhou, Kenli Li, ZhiBang Yang, Guoqing Xiao, Keqin Li:
Progressive Approaches for Pareto Optimal Groups Computation. 521-534 - Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Hengshu Zhu, Chunxiao Li, Hui Xiong:
Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. 535-548 - Zhenjun Tang, Lv Chen, Xianquan Zhang, Shichao Zhang:
Robust Image Hashing with Tensor Decomposition. 549-560 - Wenhao Jiang, Hongchang Gao, Wei Lu, Wei Liu, Fu-Lai Chung, Heng Huang:
Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation. 561-574 - Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang:
Towards Confidence Interval Estimation in Truth Discovery. 575-588 - Arman Sepehr, Hamid Beigy:
Viral Cascade Probability Estimation and Maximization in Diffusion Networks. 589-600 - Chong Wang, Shuai Zhao, Achir Kalra, Cristian Borcea, Yi Chen:
Webpage Depth Viewability Prediction Using Deep Sequential Neural Networks. 601-614
Volume 31, Number 4, April 2019
- Majid Mohammadi, Wout Hofman, Yao-Hua Tan:
A Comparative Study of Ontology Matching Systems via Inferential Statistics. 615-628 - Haifeng Zhao, Zheng Wang, Feiping Nie:
A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction. 629-640 - Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami:
A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data. 641-654 - Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang:
A Utility-Optimized Framework for Personalized Private Histogram Estimation. 655-669 - Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao:
Adaptive Distributed RDF Graph Fragmentation and Allocation based on Query Workload. 670-685 - Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella, Allar Soo:
Automated Discovery of Process Models from Event Logs: Review and Benchmark. 686-705 - Ting Guo, Shirui Pan, Xingquan Zhu, Chengqi Zhang:
CFOND: Consensus Factorization for Co-Clustering Networked Data. 706-719 - Clemens Blöchl, Rana Ali Amjad, Bernhard C. Geiger:
Co-Clustering via Information-Theoretic Markov Aggregation. 720-732 - Wei Lu, Yanyan Shen, Tongtong Wang, Meihui Zhang, H. V. Jagadish, Xiaoyong Du:
Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems. 733-746 - Fang Liu:
Generalized Gaussian Mechanism for Differential Privacy. 747-756 - Yang Yang, Yaqian Duan, Xinze Wang, Zi Huang, Ning Xie, Heng Tao Shen:
Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information. 757-768 - Yongquan Dong, Eduard C. Dragut, Weiyi Meng:
Normalization of Duplicate Records from Multiple Sources. 769-782 - Yixiang Fang, Zheng Wang, Reynold Cheng, Xiaodong Li, Siqiang Luo, Jiafeng Hu, Xiaojun Chen:
On Spatial-Aware Community Search. 783-798 - Hongfu Liu, Ming Shao, Zhengming Ding, Yun Fu:
Structure-Preserved Unsupervised Domain Adaptation. 799-812 - Takao Noguchi, Norman E. Fenton, Martin Neil:
Addressing the Practical Limitations of Noisy-OR Using Conditional Inter-Causal Anti-Correlation with Ranked Nodes. 813-817 - Ting Bai, Wayne Xin Zhao, Yulan He, Jian-Yun Nie, Ji-Rong Wen:
Correction to "Characterizing and Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites". 818
Volume 31, Number 5, May 2019
- Lorenzo Baldacci, Matteo Golfarelli:
A Cost Model for SPARK SQL. 819-832 - Peng Cui, Xiao Wang, Jian Pei, Wenwu Zhu:
A Survey on Network Embedding. 833-852 - Songlei Jian, Guansong Pang, Longbing Cao, Kai Lu, Hang Gao:
CURE: Flexible Categorical Data Representation by Hierarchical Coupling Learning. 853-866 - Libin Zheng, Lei Chen:
DLTA: A Framework for Dynamic Crowdsourcing Classification Tasks. 867-879 - Tianji Pang, Feiping Nie, Junwei Han, Xuelong Li:
Efficient Feature Selection via $\ell _{2, 0}$ℓ2, 0-norm Constrained Sparse Regression. 880-893 - Peng Cheng, Xiang Lian, Xun Jian, Lei Chen:
FROG: A Fast and Reliable Crowdsourcing Framework. 894-908 - Wenkai Jiang, Jianzhong Qi, Jeffrey Xu Yu, Jin Huang, Rui Zhang:
HyperX: A Scalable Hypergraph Framework. 909-922 - Zhiling Luo, Ling Liu, Jianwei Yin, Ying Li, Zhaohui Wu:
Latent Ability Model: A Generative Probabilistic Learning Framework for Workforce Analytics. 923-937 - Xishun Wang, Minjie Zhang, Fenghui Ren:
Learning Customer Behaviors for Effective Load Forecasting. 938-951 - Lailong Luo, Deke Guo, Xiang Zhao, Jie Wu, Ori Rottenstreich, Xueshan Luo:
Near-accurate Multiset Reconciliation. 952-964 - Ranjan Pal, Pan Hui, Viktor K. Prasanna:
Privacy Engineering for the Smart Micro-Grid. 965-980 - Sagar Sharma, James Powers, Keke Chen:
PrivateGraph: Privacy-Preserving Spectral Analysis of Encrypted Graphs in the Cloud. 981-995 - Haoran Li, Junnan Zhu, Cong Ma, Jiajun Zhang, Chengqing Zong:
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video. 996-1009 - Samaneh Aminikhanghahi, Tinghui Wang, Diane J. Cook:
Real-Time Change Point Detection with Application to Smart Home Time Series Data. 1010-1023
Volume 31, Number 6, June 2019
- Donghui Hu, Dan Zhao, Shuli Zheng:
A New Robust Approach for Reversible Database Watermarking with Distortion Control. 1024-1037 - Chunyu Hu, Yiqiang Chen, Xiaohui Peng, Han Yu, Chenlong Gao, Lisha Hu:
A Novel Feature Incremental Learning Method for Sensor-Based Activity Recognition. 1038-1050 - Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin:
A Unified Framework for Community Detection and Network Representation Learning. 1051-1065 - Aneesh Sreevallabh Chivukula, Wei Liu:
Adversarial Deep Learning Models with Multiple Adversaries. 1066-1079 - Min Peng, Qianqian Xie, Hua Wang, Yanchun Zhang, Gang Tian:
Bayesian Sparse Topical Coding. 1080-1093 - Lei Shi, Zhiyang Teng, Le Wang, Yue Zhang, Alexander Binder:
DeepClue: Visual Interpretation of Text-Based Deep Stock Prediction. 1094-1108 - Gergely Ács, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro:
Differentially Private Mixture of Generative Neural Networks. 1109-1121 - Tong Xu, Hengshu Zhu, Hao Zhong, Guannan Liu, Hui Xiong, Enhong Chen:
Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation. 1122-1135 - Yangjun Chen, Yibin Chen:
Introducing Cuts Into a Top-Down Process for Checking Tree Inclusion. 1136-1149 - Pengfei Li, Hua Lu, Nattiya Kanhabua, Sha Zhao, Gang Pan:
Location Inference for Non-Geotagged Tweets in User Timelines. 1150-1165 - Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang:
Modeling and Predicting Community Structure Changes in Time-Evolving Social Networks. 1166-1180 - Jun Xu, Wei Zeng, Yanyan Lan, Jiafeng Guo, Xueqi Cheng:
Modeling the Parameter Interactions in Ranking SVM with Low-Rank Approximation. 1181-1193 - Shuo Shang, Lisi Chen, Kai Zheng, Christian S. Jensen, Zhewei Wei, Panos Kalnis:
Parallel Trajectory-to-Location Join. 1194-1207 - Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-Agnostic Progressive Entity Resolution. 1208-1221
Volume 31, Number 7, July 2019
- Wolfgang Gatterbauer, Arun Kumar:
Guest Editors' Introduction to the Special Section on the 33rd International Conference on Data Engineering (ICDE 2017). 1222-1223 - Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine:
Scalable Linear Algebra on a Relational Database System. 1224-1238 - Son T. Mai, Sihem Amer-Yahia, Ira Assent, Mathias Skovgaard Birk, Martin Storgaard Dieu, Jon Jacobsen, Jesper Kristensen:
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs. 1239-1252 - Michail Vlachos, Celestine Dünner, Reinhard Heckel, Vassilios G. Vassiliadis, Thomas P. Parnell, Kubilay Atasu:
Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems. 1253-1266 - Xing Niu, Raghav Kapoor, Boris Glavic, Dieter Gawlick, Zhen Hua Liu, Vasudha Krishnaswamy, Venkatesh Radhakrishnan:
Heuristic and Cost-Based Optimization for Diverse Provenance Tasks. 1267-1280 - Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong:
Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations. 1281-1295 - David Broneske, Veit Köppen, Gunter Saake, Martin Schäler:
Efficient Evaluation of Multi-Column Selection Predicates in Main-Memory. 1296-1311 - Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang, Xiaoyong Du:
Distribution-Aware Crowdsourced Entity Collection. 1312-1326 - Yanhao Wang, Yuchen Li, Kian-Lee Tan:
Efficient Representative Subset Selection over Sliding Windows. 1327-1340 - Xi Zhang, Yuan Su, Siyu Qu, Sihong Xie, Binxing Fang, Philip S. Yu:
IAD: Interaction-Aware Diffusion Framework in Social Networks. 1341-1354 - Victor S. Sheng, Jing Zhang, Bin Gu, Xindong Wu:
Majority Voting and Pairing with Multiple Noisy Labeling. 1355-1368 - Shao-Yuan Li, Yuan Jiang, Nitesh V. Chawla, Zhi-Hua Zhou:
Multi-Label Learning from Crowds. 1369-1382 - Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li:
Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. 1383-1396 - Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei:
Secure and Efficient Skyline Queries on Encrypted Data. 1397-1411 - Ke Deng, Yanhua Li, Jia Zeng, Mingxuan Yuan, Jun Luo, Jeffrey Xu Yu:
User Preference Analysis for Most Frequent Peer/Dominator. 1412-1425
Volume 31, Number 8, August 2019
- Angelika Kimmig, Alex Memory, Renée J. Miller, Lise Getoor:
A Collective, Probabilistic Approach to Schema Mapping Using Diverse Noisy Evidence. 1426-1439 - Pengfei Wei, Yiping Ke, Chi Keong Goh:
A General Domain Specific Feature Transfer Framework for Hybrid Domain Adaptation. 1440-1451 - Massimo Melucci:
An Efficient Algorithm to Compute a Quantum Probability Space. 1452-1463 - Liang Bai, Jiye Liang, Hangyuan Du, Yike Guo:
An Information-Theoretical Framework for Cluster Ensemble. 1464-1477 - Yunshu Du, Assefaw H. Gebremedhin, Matthew E. Taylor:
Analysis of University Fitness Center Data Uncovers Interesting Patterns, Enables Prediction. 1478-1490 - Chengyu Wang, Yan Fan, Xiaofeng He, Aoying Zhou:
Decoding Chinese User Generated Categories for Fine-Grained Knowledge Harvesting. 1491-1505 - Jing Zhang, Ming Wu, Victor S. Sheng:
Ensemble Learning from Crowds. 1506-1519 - Shuai Zheng, Chris Ding, Feiping Nie, Heng Huang:
Harmonic Mean Linear Discriminant Analysis. 1520-1531 - Xiaofeng Zhu, Shichao Zhang, Yonggang Li, Jilian Zhang, Lifeng Yang, Yue Fang:
Low-Rank Sparse Subspace for Spectral Clustering. 1532-1543 - Anuj Karpatne, Imme Ebert-Uphoff, Sai Ravela, Hassan Ali Babaie, Vipin Kumar:
Machine Learning for the Geosciences: Challenges and Opportunities. 1544-1554 - Yi Cui, Di Xiao, Dmitri Loguinov:
On Efficient External-Memory Triangle Listing. 1555-1568 - Qing Wang, Chunqiu Zeng, Wubai Zhou, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik:
Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms. 1569-1580 - Bei Shi, Wai Lam:
Reader Comment Digest through Latent Event Facets and News Specificity. 1581-1594 - Shuai Jiang, Kan Li, Richard Yi Da Xu:
Relative Pairwise Relationship Constrained Non-Negative Matrix Factorisation. 1595-1609 - Yawei Zhao, Kai Xu, En Zhu, Xinwang Liu, Xinzhong Zhu, Jianping Yin:
Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets. 1610-1623 - Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang:
Exploring Communities in Large Profiled Graphs. 1624-1629
Volume 31, Number 9, September 2019
- Ruqian Lu, Xiaolong Jin, Songmao Zhang, Meikang Qiu, Xindong Wu:
A Study on Big Knowledge and Its Engineering Issues. 1630-1644 - Zhe Jiang:
A Survey on Spatial Prediction Methods. 1645-1664 - Quanming Yao, James T. Kwok:
Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion. 1665-1679 - Si Zhang, Hanghang Tong:
Attributed Network Alignment: Problem Definitions and Fast Solutions. 1680-1692 - Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen:
Efficient Multi-Class Probabilistic SVMs on GPUs. 1693-1706 - Yang Zhang, Victor S. Sheng:
Fog-enabled Event Processing Based on IoT Resource Models. 1707-1721 - Yansong Zhang, Yu Zhang, Shan Wang, Jiaheng Lu:
Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-Memory OLAP. 1722-1735 - Meilian Lu, Zhenglin Zhang, Zhihe Qu, Yu Kang:
LPANNI: Overlapping Community Detection Using Label Propagation in Large-Scale Complex Networks. 1736-1749 - Zisheng Zhang, Keshab K. Parhi:
MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection. 1750-1764 - Bowei Chen, Mohan S. Kankanhalli:
Pricing Average Price Advertising Options When Underlying Spot Market Prices Are Discontinuous. 1765-1778 - Chenchen Fu, Qiangqiang Liu, Peng Wu, Minming Li, Chun Jason Xue, Yingchao Zhao, Jingtong Hu, Song Han:
Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints. 1779-1793 - Ioannis Mytilinis, Dimitrios Tsoumakos, Nectarios Koziris:
Scaling the Construction of Wavelet Synopses for Maximum Error Metrics. 1794-1808 - Min Han, Shoubo Feng, C. L. Philip Chen, Meiling Xu, Tie Qiu:
Structured Manifold Broad Learning System: A Manifold Perspective for Large-Scale Chaotic Time Series Analysis and Prediction. 1809-1821 - Peng Cheng, Ji Hu, Zidong Yang, Yuanchao Shu, Jiming Chen:
Utilization-Aware Trip Advisor in Bike-Sharing Systems Based on User Behavior Analysis. 1822-1835
Volume 31, Number 10, October 2019
- Huimeng Wang, Yunyan Du, Jiawei Yi, Yong Sun, Fuyuan Liang:
A New Method for Measuring Topological Structure Similarity between Complex Trajectories. 1836-1848 - Nannan Wu, Feng Chen, Jianxin Li, Jinpeng Huai, Baojian Zhou, Bo Li, Naren Ramakrishnan:
A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors. 1849-1862 - Yingming Li, Ming Yang, Zhongfei Zhang:
A Survey of Multi-View Representation Learning. 1863-1883 - Weihua Li, Quan Bai, Minjie Zhang, Tung Doan Nguyen:
Automated Influence Maintenance in Social Networks: An Agent-based Approach. 1884-1897 - Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudré-Mauroux:
D22HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms. 1898-1911 - Pinghui Wang, Peng Jia, Jing Tao, Xiaohong Guan:
Detecting a Variety of Long-Term Stealthy User Behaviors on High Speed Links. 1912-1925 - Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu:
Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling. 1926-1939 - Ji Liu, Luis Pineda-Morales, Esther Pacitti, Alexandru Costan, Patrick Valduriez, Gabriel Antoniu, Marta Mattoso:
Efficient Scheduling of Scientific Workflows Using Hot Metadata in a Multisite Cloud. 1940-1953 - Yu-Xuan Qiu, Rong-Hua Li, Jianxin Li, Shaojie Qiao, Guoren Wang, Jeffrey Xu Yu, Rui Mao:
Efficient Structural Clustering on Probabilistic Graphs. 1954-1968 - Arun Iyengar:
Enhanced Clients for Data Stores and Cloud Services. 1969-1983 - Kun Zhan, Chaoxi Niu, Changlu Chen, Feiping Nie, Changqing Zhang, Yi Yang:
Graph Structure Fusion for Multiview Clustering. 1984-1993 - Aakas Zhiyuli, Xun Liang, YanFang Chen, Xiaoyong Du:
Modeling Large-Scale Dynamic Social Networks via Node Embeddings. 1994-2007 - Vahid Jalili, Matteo Matteucci, Jeremy Goecks, Yashar Deldjoo, Stefano Ceri:
Next Generation Indexing for Genomic Intervals. 2008-2021 - Xiaofeng Zhu, Shichao Zhang, Wei He, Rongyao Hu, Cong Lei, Pengfei Zhu:
One-Step Multi-View Spectral Clustering. 2022-2034
Volume 31, Number 11, November 2019
- Lu Zhang, Yongkai Wu, Xintao Wu:
Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms. 2035-2050 - Xiongnan Jin, Sangjin Shin, Eunju Jo, Kyong-Ho Lee:
Collective Keyword Query on a Spatial Knowledge Base. 2051-2062 - Shuyin Xia, Guoyin Wang, Zizhong Chen, Yanlin Duan, Qun Liu:
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers. 2063-2078 - Zekai J. Gao, Niketan Pansare, Christopher M. Jermaine:
Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization. 2079-2092 - Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu:
Effective and Efficient Community Search Over Large Directed Graphs. 2093-2107 - Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen:
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. 2108-2123 - Hosein Azarbonyad, Mostafa Dehghani, Tom Kenter, Maarten Marx, Jaap Kamps, Maarten de Rijke:
HiTR: Hierarchical Topic Model Re-Estimation for Measuring Topical Diversity of Documents. 2124-2137 - Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee:
LinkBlackHole**: Robust Overlapping Community Detection Using Link Embedding. 2138-2150 - Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences. 2151-2163 - Peter Christen, Thilina Ranbaduge, Dinusha Vatsalan, Rainer Schnell:
Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage. 2164-2177 - Vahid Ranjbar, Mostafa Salehi, Pegah Jandaghi, Mahdi Jalili:
QANet: Tensor Decomposition Approach for Query-Based Anomaly Detection in Heterogeneous Information Networks. 2178-2189 - Qiyu Kang, Wee Peng Tay:
Sequential Multi-Class Labeling in Crowdsourcing. 2190-2199 - Chi Harold Liu, Jie Xu, Jian Tang, Jon Crowcroft:
Social-Aware Sequential Modeling of User Interests: A Deep Learning Approach. 2200-2212 - Min Du, Feifei Li:
Spell: Online Streaming Parsing of Large Unstructured System Logs. 2213-2227 - Xianpeng Liang, Di Wu, De-Shuang Huang:
Image Co-Segmentation via Locally Biased Discriminative Clustering. 2228-2233 - Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong:
Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations". 2234
Volume 31, Number 12, December 2019
- Shenghua Liu, Bryan Hooi, Christos Faloutsos:
A Contrast Metric for Fraud Detection in Rich Graphs. 2235-2248 - Raghavan Krishnan, V. A. Samaranayake, Sarangapani Jagannathan:
A Multi-Step Nonlinear Dimension-Reduction Approach with Applications to Big Data. 2249-2261 - Kaiyu Li, Yong Zhang, Guoliang Li, Wenbo Tao, Ying Yan:
Bounded Approximate Query Processing. 2262-2276 - Chaokun Wang, Changping Wang, Zheng Wang, Xiaojun Ye, Jeffrey Xu Yu, Bin Wang:
DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding. 2277-2291 - Xuesong Wang, Jian Liu, Yuhu Cheng, Aiping Liu, Enhong Chen:
Dual Hypergraph Regularized PCA for Biclustering of Tumor Gene Expression Data. 2292-2303 - Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. 2304-2318 - Hongfu Liu, Ming Shao, Yun Fu:
Feature Selection with Unsupervised Consensus Guidance. 2319-2331 - Wei Wu, Bin Li, Ling Chen, Chengqi Zhang, Philip S. Yu:
Improved Consistent Weighted Sampling Revisited. 2332-2345 - Jie Lu, Anjin Liu, Fan Dong, Feng Gu, João Gama, Guangquan Zhang:
Learning under Concept Drift: A Review. 2346-2363 - Yi-Ling Chen, De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen:
On Efficient Processing of Group and Subsequent Queries for Social Activity Planning. 2364-2378 - Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Fei Gui, Chaoting Xu, Jun Luo:
Organizing an Influential Social Event Under a Budget Constraint. 2379-2392 - Jun Li, Chang Xu, Wankou Yang, Changyin Sun, Ramamohanarao Kotagiri, Dacheng Tao:
ROMIR: Robust Multi-View Image Re-Ranking. 2393-2406 - Yu Lu, Huayu Wu, Xin Liu, Penghe Chen:
TourSense: A Framework for Tourist Identification and Analytics Using Transport Data. 2407-2422 - Yan Zhang, Zhao Zhang, Sheng Li, Jie Qin, Guangcan Liu, Meng Wang, Shuicheng Yan:
Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation. 2423-2440 - Norman E. Fenton, Takao Noguchi, Martin Neil:
An Extension to the Noisy-OR Function to Resolve the 'Explaining Away' Deficiency for Practical Bayesian Network Problems. 2441-2445
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