J. Pei

发表

PrefixSpan,: mining sequential patterns efficiently by prefix-projected pattern growth

Qiming Chen, Jian Pei, Meichun Hsu, 2001, Proceedings 17th International Conference on Data Engineering.

Preserving Privacy in Social Networks Against Neighborhood Attacks

Jian Pei, Bin Zhou, J. Pei, 2008, 2008 IEEE 24th International Conference on Data Engineering.

Utility-based anonymization using local recoding

Jian Pei, Jian Xu, Wei Wang, 2006, KDD '06.

A brief survey on anonymization techniques for privacy preserving publishing of social network data

Jian Pei, Bin Zhou, Wo-Shun Luk, 2008, SKDD.

A dynamic clustering and scheduling approach to energy saving in data collection from wireless sensor networks

Jian Pei, Kui Wu, Chong Liu, 2005, 2005 Second Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2005. IEEE SECON 2005..

Mining frequent patterns without candidate generation

Jian Pei, Jiawei Han, Yiwen Yin, 2000, SIGMOD '00.

Online Analytical Processing Stream Data: Is It Feasible?

Yixin Chen, Jian Pei, Jiawei Han, 2002, DMKD.

Continuous privacy preserving publishing of data streams

Bin Jiang, Jian Pei, Yufei Tao, 2009, EDBT '09.

Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data

Jian Pei, Lise Getoor, Ander de Keijzer, 2009, KDD 2009.

Data Mining : Concepts and Techniques 3rd edition Ed. 3

J. Pei, Jiawei Han, M. Kamber, 2011 .

Multi-dimensional sequential pattern mining

Umeshwar Dayal, Qiming Chen, Jian Pei, 2001, CIKM '01.

Automatic Abstracting

Luciano Baresi, Philippe Bonnet, Bernhard Thalheim, 2009, Encyclopedia of Database Systems.

Advanced Pattern Mining

J. Pei, Jiawei Han, M. Kamber, 2012 .

Mining Coherent Gene Clusters from Three-Dimensional Microarray Data ⁄

Jian Pei, Aidong Zhang, Daxin Jiang, 2004 .

Constructing a Multidimensional Topic-Concept Cube for OLAP on Large-Scale Search Logs

Hang Li, J. Pei, Simon Fraser, 2010 .

Advanced Cluster Analysis

J. Pei, Jiawei Han, M. Kamber, 2012 .

Continuous Influence Maximization : Algorithmic Framework and Implementation under Triggering Models

J. Pei, Yu Yang, 2018 .

Concise Query Processing in Uncertain Database

B. Ooi, C. Jermaine, J. Pei, 2017 .

Mining Identification Rules for Classifying Mobile Application Traffic

J. Pei, 2016 .

Towards multidimensional subspace skyline analysis

Qing Liu, Jian Pei, Yufei Tao, 2006, TODS.

Mining Condensed Frequent Pattern Bases 1

J. Pei, Jiawei Han, Guozhu Dong, 2003 .

Finding Gangs in War from Signed Networks

J. Pei, Enhong Chen, Jiannan Wang, 2016, KDD.

Adaptive Database Replication

Luciano Baresi, Ioana Manolescu, Philip S. Yu, 2009, Encyclopedia of Database Systems.

Sequential Pattern Mining by Pattern-Growth : Principles and Extensions

J. Pei, J. Han, X. Yan, 2005 .

Continuous K-Means Monitoring with Low Reporting Cost in Sensor Networks

Jian Pei, Kui Wu, Ming Hua, 2009, IEEE Transactions on Knowledge and Data Engineering.

Fault-Tolerant Frequent Pattern Mining: Problems and Challenges

Anthony K. H. Tung, Jian Pei, Jiawei Han, 2001, DMKD.

Audio Feature Extraction

Luciano Baresi, Philippe Bonnet, Bernhard Thalheim, 2009, Encyclopedia of Database Systems.

Adversarial Information Retrieval

Luciano Baresi, Philippe Bonnet, Bernhard Thalheim, 2009, Encyclopedia of Database Systems.

Proceedings of the SIAM International Conference on Data Mining, SDM 2010, April 29 - May 1, 2010, Columbus, Ohio, USA

Bart Goethals, J. Pei, J. Pei, 2010, SDM.

Mining confident co-location rules without a support threshold: A summary of results

Shashi Shekhar, Yalou Huang, S. Shekhar, 2002 .

Clustering of Scientific Texts Using Citation Contexts

J. Bailey, J. Pei, N. Stokes, 2009 .

A Novelty Approach for Finding Frequent Itemsets in Horizontal and Vertical Layout- HVCFPMINETREE

Jiawei Han, J. Pei, Jiawei Han, 2010 .

A Novel Algorithm for Mining Hybrid-Dimensional Association Rules

Anthony J. T. Lee, J. Pei, Jiawei Han, 2016 .

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015

Konstantinos F. Xylogiannopoulos, Shou-de Lin, N. Agarwal, 2015, ASONAM.

Sales Analysis of E-Commerce Websites using Data Mining Techniques

J. Pei, Xiaofeng Meng, Ming Fan, 2016 .

2012- Data Mining. Concepts and Techniques, 3rd Edition.pdf

Jian Pei, Jiawei Han, Micheline Kamber, 2012 .

Preface to CoMWIM 2004

Jian Pei, Shiwei Tang, Jun Gao, 2004, ER.

PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth

Umeshwar Dayal, Jian Pei, Meichun Hsu, 2001, ICDE 2001.

Multidimensional k-Anonymization by Linear Clustering Using Space-Filling Curves

Jian Pei, Ada Wai-Chee Fu, Ke Wang, 2006 .

Privacy-Preserving Data Stream Classification

Jian Pei, Ke Wang, Ada Wai-Chee Fu, 2008, Privacy-Preserving Data Mining.

Improving Fairness for Data Valuation in Federated Learning

M. Friedlander, Zirui Zhou, J. Pei, 2021, ArXiv.

CORE Mining Contrast Subspaces

J. Pei, Guozhu Dong, Lei Duan, 2015 .

S I ] 2 3 N ov 2 01 7 A Survey on Network Embedding

J. Pei, Wenwu Zhu, Peng Cui, 2017 .

Data pricing in machine learning pipelines pdf

Jian Pei, Feida Zhu, Zicun Cong, 2021, Knowledge and Information Systems.

Dealer

Jimeng Sun, J. Pei, Jian Lou, 2021, Proceedings of the VLDB Endowment.

Summarization of Weighted Networks

Philip S. Yu, Haixun Wang, J. Pei, 2017 .

Pattern-Growth Methods

Jiawei Han, Hong Cheng, J. Pei, 2014, Encyclopedia of Database Systems.

Adaptive Metric Techniques

Luciano Baresi, Ioana Manolescu, Philip S. Yu, 2009, Encyclopedia of Database Systems.

Compression of weighted graphs

Philip S. Yu, Haixun Wang, J. Pei, 2011, KDD.

Robust Counterfactual Explanations on Graph Neural Networks

J. Pei, Zihui Xue, Lingyang Chu, 2021, NeurIPS.

SOCQET: semantic OLAP with compressed cube and summarization

Laks V. S. Lakshmanan, Jian Pei, Yan Zhao, 2003, SIGMOD '03.

Is My Electricity Bill Accurate? An Appliance-Driven Approach to Corrupted Load Curve Data Identification

Jian Pei, Guoming Tang, Jiuyang Tang, 2013 .

Revised Selected Papers of PAKDD 2013 International Workshops on Trends and Applications in Knowledge Discovery and Data Mining - Volume 7867

Jian Pei, Longbing Cao, Bo Liu, 2013 .

Dealer: An End-to-End Model Marketplace with Differential Privacy

Jimeng Sun, Jian Pei, Jian Lou, 2021, Proc. VLDB Endow..

Proceedings of the First Ph.D. Workshop in CIKM, PIKM 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007

Jian Pei, Aparna S. Varde, J. Pei, 2007, PIKM.

Email mining: tasks, common techniques, and tools

Jian Pei, Wo-Shun Luk, Guanting Tang, 2013, Knowledge and Information Systems.

Improving Fairness for Data Valuation in Federated Learning pdf

Jian Pei, Michael P. Friedlander, Zirui Zhou, 2021, ArXiv.

Mining multidimensional contextual outliers from categorical relational data

James Bailey, Jian Pei, Guozhu Dong, 2013, SSDBM.

Achieving Model Fairness in Vertical Federated Learning

Zirui Zhou, J. Pei, Lingyang Chu, 2021, arXiv.org.

Using Computer Intelligence for Depression Diagnosis and Crowdsourcing

Jian Pei, Björn W. Schuller, Björn Schuller, 2016, Computer.

Proceedings of the 2010 SIAM International Conference on Data Mining

Srinivasan Parthasarathy, Jian Pei, Bart Goethals, 2010 .

Proceedings of the Joint International Conferences on Advances in Data and Web Management

Jian Pei, Qing Li, Xiaofang Zhou, 2009 .

Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach With Linear Convergence

Zirui Zhou, J. Pei, Yang Shi, 2021, IEEE Transactions on Automatic Control.

Quality-Guaranteed Data Streaming in Resource-Constrained Cyber-Physical Systems

Jian Pei, Kui Wu, Emad Soroush, 2015 .

In-Network Neighborhood-Based Node Similarity Measure: A Unified Parametric Model

J. Pei, Yu Yang, 2015, ArXiv.

Pattern-Growth Methods

Jiawei Han, Hong Cheng, J. Pei, 2014, Encyclopedia of Database Systems.

Advances in Data and Web Management, Joint International Conferences, APWeb/WAIM 2009, Suzhou, China, April 2-4, 2009, Proceedings

Jian Pei, Qing Li, Xiaoyang Sean Wang, 2009, APWeb/WAIM.

Model complexity of deep learning: a survey

Jian Pei, Xia Hu, Lingyang Chu, 2021, Knowledge and Information Systems.

Getting to Know Your Data

Jian Pei, Jiawei Han, Micheline Kamber, 2019, An R Companion for the Third Edition of The Fundamentals of Political Science Research.

Data Mining: Concepts and Techniques, 3rd edition

Jian Pei, Jiawei Han, Micheline Kamber, 2006 .

Activity Maximization by Effective Information Diffusion in Social Networks

Enhong Chen, Jian Pei, Yu Yang, 2016, IEEE Transactions on Knowledge and Data Engineering.

Measuring Model Complexity of Neural Networks with Curve Activation Functions

Jian Pei, Xia Hu, Jiang Bian, 2020, KDD.

Mining Co-Location Patterns with Rare Events from Spatial Data Sets

Hui Xiong, Yan Huang, Jian Pei, 2006, GeoInformatica.

Clustering Uncertain Data Based on Probability Distribution Similarity

Bin Jiang, Jian Pei, Yufei Tao, 2013, IEEE Transactions on Knowledge and Data Engineering.

Distance-Based Representative Skyline

Jian Pei, Yufei Tao, Ling Ding, 2009, 2009 IEEE 25th International Conference on Data Engineering.

Document clustering of scientific texts using citation contexts

James Bailey, Jian Pei, Nicola Stokes, 2010, Information Retrieval.

Top-k typicality queries and efficient query answering methods on large databases

Jian Pei, Xuemin Lin, Ho-fung Leung, 2009, The VLDB Journal.

Proximity-Aware Local-Recoding Anonymization with MapReduce for Scalable Big Data Privacy Preservation in Cloud

Jian Pei, Jinjun Chen, Chang Liu, 2015, IEEE Transactions on Computers.

Active Rules Termination Analysis Through Conditional Formula Containing Updatable Variable

Jian Pei, Wei Wang, Zhongmin Xiong, 2007, APWeb/WAIM.

A binary decision diagram based approach for mining frequent subsequences

James Bailey, Jian Pei, Elsa Loekito, 2010, Knowledge and Information Systems.

Mining discriminative items in multiple data streams

Bin Jiang, Jian Pei, Zhenhua Lin, 2010, World Wide Web.

Logging every footstep: quantile summaries for the entire history

Jian Pei, Feifei Li, Yufei Tao, 2010, SIGMOD Conference.

Subspace multi-clustering: a review

J. Pei, Juhua Hu, 2018, Knowledge and Information Systems.

Community Preserving Lossy Compression of Social Networks

Jian Pei, Hossein Maserrat, J. Pei, 2012, 2012 IEEE 12th International Conference on Data Mining.

Finding multiple stable clusterings

Jian Pei, Rong Jin, Qi Qian, 2015, 2015 IEEE International Conference on Data Mining.

Clustering in applications with multiple data sources - A mutual subspace clustering approach

Jian Pei, Ming Hua, J. Pei, 2012, Neurocomputing.

Online Density Bursting Subgraph Detection from Temporal Graphs

Jian Pei, Yu Yang, Lingyang Chu, 2019, Proc. VLDB Endow..

On mining cross-graph quasi-cliques

Jian Pei, Aidong Zhang, Daxin Jiang, 2005, KDD '05.

Community Preserving Network Embedding

Jian Pei, Xiao Wang, Wenwu Zhu, 2017, AAAI.

A Survey on Network Embedding

Jian Pei, Wenwu Zhu, Peng Cui, 2017, IEEE Transactions on Knowledge and Data Engineering.

Asymmetric Transitivity Preserving Graph Embedding

Jian Pei, Wenwu Zhu, Peng Cui, 2016, KDD.

Finding Theme Communities from Database Networks

Enhong Chen, Jian Pei, Lingyang Chu, 2017, Proc. VLDB Endow..

Finding Theme Communities from Database Networks: from Mining to Indexing and Query Answering pdf

Enhong Chen, Jian Pei, Yu Yang, 2017, ArXiv.

Mining frequent itemsets with convertible constraints

Laks V. S. Lakshmanan, Jiawei Han, Jian Pei, 2001, Proceedings 17th International Conference on Data Engineering.

Can we push more constraints into frequent pattern mining?

Jian Pei, Jiawei Han, J. Pei, 2000, KDD '00.

Applications of Differential Privacy in Social Network Analysis: A Survey

Jian Pei, Jiguo Yu, Xiuzhen Cheng, 2023, IEEE Transactions on Knowledge and Data Engineering.

Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays

Yunhao Liu, Jian Pei, Lei Chen, 2012, IEEE Transactions on Parallel and Distributed Systems.

Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach

Jian Pei, Jiawei Han, Runying Mao, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

Mining sequential patterns by pattern-growth: the PrefixSpan approach

Jianyong Wang, Umeshwar Dayal, Jian Pei, 2004, IEEE Transactions on Knowledge and Data Engineering.

FreeSpan: frequent pattern-projected sequential pattern mining

Umeshwar Dayal, Jian Pei, Meichun Hsu, 2000, KDD '00.

Advances in Knowledge Discovery and Data Mining

Jian Pei, Guandong Xu, Longbing Cao, 2014, Lecture Notes in Computer Science.

Pattern-based similarity search for microarray data

Philip S. Yu, Jian Pei, Haixun Wang, 2005, KDD '05.

Cluster Analysis: Basic Concepts and Methods

Jian Pei, Jiawei Han, Micheline Kamber, 2012 .

OrthoClusterDB: an online platform for synteny blocks

Jian Pei, Nansheng Chen, Xinghuo Zeng, 2009, BMC Bioinformatics.

Mining Sequence Classifiers for Early Prediction

Philip S. Yu, Jian Pei, Guozhu Dong, 2008, SDM.

Efficient computation of Iceberg cubes with complex measures

Jian Pei, Jiawei Han, Ke Wang, 2001, SIGMOD '01.

Automating Entity Matching Model Development

Jian Pei, Pei Wang, Jiannan Wang, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

Probabilistic path queries in road networks: traffic uncertainty aware path selection

Jian Pei, Ming Hua, J. Pei, 2010, EDBT '10.

Understanding Importance of Collaborations in Co-authorship Networks: A Supportiveness Analysis Approach

Jian Pei, Yan Jia, Yi Han, 2009, SDM.

Mining gene–sample–time microarray data: a coherent gene cluster discovery approach

Jian Pei, Aidong Zhang, Daxin Jiang, 2007, Knowledge and Information Systems.

Mining frequent cross-graph quasi-cliques

Jian Pei, Daxin Jiang, J. Pei, 2009, TKDD.

Efficiently Answering Top-k Typicality Queries on Large Databases

Jian Pei, Xuemin Lin, Ho-fung Leung, 2007, VLDB.

Efficiently Computing Top-K Shortest Path Join

Jian Pei, Jeffrey Xu Yu, Lijun Chang, 2015, EDBT.

Cleaning Crowdsourced Labels Using Oracles For Statistical Classification

Jian Pei, Jiannan Wang, Mohamad Dolatshah, 2018, Proc. VLDB Endow..

Improving Grouped-Entity Resolution Using Quasi-Cliques

Jian Pei, Byung-Won On, Dongwon Lee, 2006, Sixth International Conference on Data Mining (ICDM'06).

Sinkhorn Regression

Jian Pei, Heng Huang, Lei Luo, 2020, IJCAI.

A Survey on Data Pricing: From Economics to Data Science

J. Pei, 2020, IEEE Transactions on Knowledge and Data Engineering.

Computing closed skycubes

Chedy Raïssi, Jian Pei, Thomas Kister, 2010, Proc. VLDB Endow..

Hierarchical distributed data classification inwireless sensor networks

Jian Pei, Jiangchuan Liu, Xu Cheng, 2009, 2009 IEEE 6th International Conference on Mobile Adhoc and Sensor Systems.

From sequential pattern mining to structured pattern mining: A pattern-growth approach

Jian Pei, Jiawei Han, Xifeng Yan, 2004, Journal of Computer Science and Technology.

Efficient Pattern-Growth Methods for Frequent Tree Pattern Mining

Chen Wang, Jian Pei, Wei Wang, 2004, PAKDD.

COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency

Philip S. Yu, Jian Pei, Jie Tang, 2015, KDD.

Regression Cubes with Lossless Compression and Aggregation

Yixin Chen, Jian Pei, Jiawei Han, 2006, IEEE Transactions on Knowledge and Data Engineering.

Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams

Yixin Chen, Jian Pei, Jiawei Han, 2005, Distributed and Parallel Databases.

CLOSET: An Efficient Algorithm for Mining Frequent Closed Itemsets

Jian Pei, Jiawei Han, Runying Mao, 2000, ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.

A brief survey on sequence classification

Jian Pei, Eamonn J. Keogh, Zhengzheng Xing, 2010, SKDD.

High-Order Proximity Preserved Embedding for Dynamic Networks

Jian Pei, Wenwu Zhu, Peng Cui, 2018, IEEE Transactions on Knowledge and Data Engineering.

Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding pdf

Jian Pei, Ming Gong, Linjun Shou, 2021, EMNLP.

Anonymization-based attacks in privacy-preserving data publishing

Raymond Chi-Wing Wong, Jian Pei, Ke Wang, 2009, TODS.

Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution

Jian Pei, Xia Hu, Lingyang Chu, 2018, KDD.

Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation pdf

Jian Pei, Chao Huang, Liefeng Bo, 2021, AAAI.

AM-GCN: Adaptive Multi-channel Graph Convolutional Networks

Xiao Wang, Chuan Shi, Jian Pei, 2020, KDD.

Probabilistic Skylines on Uncertain Data

Bin Jiang, Jian Pei, Xuemin Lin, 2007, VLDB.

Efficient Skyline and Top-k Retrieval in Subspaces

Jian Pei, Yufei Tao, Xiaokui Xiao, 2007, IEEE Transactions on Knowledge and Data Engineering.

Multi-Horizon Time Series Forecasting with Temporal Attention Learning

Yi Pan, Di Wu, Jian Pei, 2019, KDD.

ProGAN: Network Embedding via Proximity Generative Adversarial Network

Jian Pei, Heng Huang, Hongchang Gao, 2019, KDD.

Efficiently Answering Probabilistic Threshold Top-k Queries on Uncertain Data

Jian Pei, Xuemin Lin, Wenjie Zhang, 2008, 2008 IEEE 24th International Conference on Data Engineering.

Subspace multi-clustering: a review

Jian Pei, Juhua Hu, J. Pei, 2018, Knowledge and Information Systems.

Aggregate queries on probabilistic record linkages

Jian Pei, Ming Hua, J. Pei, 2012, EDBT '12.

CMAR: accurate and efficient classification based on multiple class-association rules

Jian Pei, Jiawei Han, Wenmin Li, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Mining changing regions from access-constrained snapshots: a cluster-embedded decision tree approach

Jian Pei, Ke Wang, Irene Pekerskaya, 2006, Journal of Intelligent Information Systems.

Extracting Interpretable Features for Early Classification on Time Series

Philip S. Yu, Jian Pei, Ke Wang, 2011, SDM.

Early prediction on time series: a nearest neighbor approach

Philip S. Yu, Jian Pei, Zhengzheng Xing, 2009, IJCAI 2009.

Principal Patern Mining on Graphs

Jian Pei, Mi-Yen Yeh, Chun-Yen Kuo, 2017, ASONAM.

Within-Network Classification Using Radius-Constrained Neighborhood Patterns

Jian Pei, Ji-Rong Wen, Jialong Han, 2014, CIKM.

Sequence Data Mining

Jian Pei, Guozhu Dong, J. Pei, 2007, Advances in Database Systems.

Superseding Nearest Neighbor Search on Uncertain Spatial Databases

Jian Pei, Yufei Tao, Xiaokui Xiao, 2010, IEEE Transactions on Knowledge and Data Engineering.

Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data

Jian Pei, Muhammad Aamir Cheema, Xuemin Lin, 2010, IEEE Transactions on Knowledge and Data Engineering.

Mining frequent patterns by pattern-growth: methodology and implications

Jian Pei, Jiawei Han, J. Pei, 2000, SKDD.

The k-anonymity and l-diversity approaches for privacy preservation in social networks against neighborhood attacks

Jian Pei, Bin Zhou, J. Pei, 2011, Knowledge and Information Systems.

Scalable mining of large disk-based graph databases

Chen Wang, Jian Pei, Wei Wang, 2004, KDD.

Classification with Streaming Features: An Emerging-Pattern Mining Approach

Hao Wang, Xindong Wu, Jian Pei, 2015, TKDD.

Mining constrained gradients in large databases

Jian Pei, Jiawei Han, Ke Wang, 2004, IEEE Transactions on Knowledge and Data Engineering.

MAPO: Mining and Recommending API Usage Patterns

Jian Pei, Tao Xie, Lu Zhang, 2009, ECOOP.

Efficiently indexing shortest paths by exploiting symmetry in graphs

Jian Pei, Yanghua Xiao, Wei Wang, 2009, EDBT '09.

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

Jian Pei, Deepak Agarwal, Qiang Yang, 2012, KDD 2012.

Personalized Cross-Silo Federated Learning on Non-IID Data

Jian Pei, Lingyang Chu, Zirui Zhou, 2020, AAAI.

Tradeoffs between density and size in extracting dense subgraphs: A unified framework

Enhong Chen, Jian Pei, Abdullah Al-Barakati, 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

ALID: Scalable Dominant Cluster Detection

Qingming Huang, Jian Pei, Siyuan Liu, 2014, Proc. VLDB Endow..

FedFair: Training Fair Models In Cross-Silo Federated Learning pdf

Jian Pei, Lingyang Chu, Zirui Zhou, 2021, ArXiv.

Detecting topic evolution in scientific literature: how can citations help?

Jian Pei, Qi He, C. Lee Giles, 2009, CIKM.

Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization

J. Pei, Heng Huang, Feihu Huang, 2020, J. Mach. Learn. Res..

Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings

Jian Pei, Yi Yuan, Cheng Fan, 2016, CIKM.

Utility-based anonymization for privacy preservation with less information loss

Jian Xu, Jian Pei, Ada Wai-Chee Fu, 2006, SKDD.

Skyline distance: a measure of multidimensional competence

Bin Jiang, Jian Pei, Yong Tang, 2012, Knowledge and Information Systems.

Personalized Federated Learning: An Attentive Collaboration Approach pdf

Lingyang Chu, Zirui Zhou, Jian Pei, 2020, ArXiv.

Context-aware query suggestion by mining click-through and session data

Enhong Chen, Jian Pei, Qi He, 2008, KDD.

AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization

Liefeng Bo, J. Pei, Bin Gu, 2021, KDD.

Arbitrary-Order Proximity Preserved Network Embedding

Jian Pei, Xiao Wang, Wenwu Zhu, 2018, KDD.

Classification with label noise: a Markov chain sampling framework

Jian Pei, Dacheng Tao, Lingyang Chu, 2018, Data Mining and Knowledge Discovery.

Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test

Jian Pei, Lingyang Chu, Zicun Cong, 2021, Proc. VLDB Endow..

Constraint-based sequential pattern mining: the pattern-growth methods

Jian Pei, Jiawei Han, Wei Wang, 2007, Journal of Intelligent Information Systems.

OSD: An Online Web Spam Detection System

Jian Pei, Bin Zhou, J. Pei, 2009 .

Reinforced Multi-Teacher Selection for Knowledge Distillation pdf

Ming Gong, Fei Yuan, Jian Pei, 2020, AAAI.

Graph Neural Networks for Natural Language Processing: A Survey

J. Pei, Lingfei Wu, Yu Chen, 2021, Found. Trends Mach. Learn..

Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition

Jian Pei, Wanli Zuo, Ming Gong, 2021, KDD.

Discrete Model Compression With Resource Constraint for Deep Neural Networks

Jian Pei, Feihu Huang, Shangqian Gao, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Mining Implicit Relevance Feedback from User Behavior for Web Question Answering

Jian Pei, Ming Gong, Linjun Shou, 2020, KDD.

Mining multidimensional contextual outliers from categorical relational data

James Bailey, Jian Pei, Guozhu Dong, 2013, SSDBM.

A Graph Representation of Semi-structured Data for Web Question Answering

Ming Gong, Lijie Wen, Jian Pei, 2020, COLING.

Mining query subtopics from search log data

Qinghua Zheng, Jian Pei, Hang Li, 2012, SIGIR '12.

Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion

Enhong Chen, Jian Pei, Hang Li, 2011, TIST.

CLOSET+: searching for the best strategies for mining frequent closed itemsets

Jian Pei, Jiawei Han, Jianyong Wang, 2003, KDD '03.

Conditional Random Field Enhanced Graph Convolutional Neural Networks

Jian Pei, Heng Huang, Hongchang Gao, 2019, KDD.

SNOC: Streaming Network Node Classification

Jian Pei, Chengqi Zhang, Ting Guo, 2014, 2014 IEEE International Conference on Data Mining.

Ranking queries on uncertain data

Jian Pei, Ming Hua, J. Pei, 2011, The VLDB Journal.

Threshold-based probabilistic top-k dominating queries

Jian Pei, Xuemin Lin, Wenjie Zhang, 2010, The VLDB Journal.

Continuously monitoring top-k uncertain data streams: a probabilistic threshold method

Jian Pei, Ming Hua, J. Pei, 2009, Distributed and Parallel Databases.

Mining Uncertain and Probabilistic Data: problems, Challenges, Methods, and Applications

Jian Pei, Ming Hua, J. Pei, 2008, KDD 2008.

Managing Uncertain Data: Probabilistic Approaches

Jian Pei, Xuemin Lin, Wenjie Zhang, 2008, 2008 The Ninth International Conference on Web-Age Information Management.

Ranking queries on uncertain data: a probabilistic threshold approach

Jian Pei, Xuemin Lin, Wenjie Zhang, 2008, SIGMOD Conference.

Query answering techniques on uncertain and probabilistic data: tutorial summary

Jian Pei, Yufei Tao, Xuemin Lin, 2008, SIGMOD Conference.

Skyline distance: a measure of multidimensional competence

J. Pei, Yong Tang, B. Jiang, 2013, Knowledge and Information Systems.

A Data-adaptive and Dynamic Segmentation Index for Whole Matching on Time Series

Jian Pei, Yang Wang, Sheng Huang, 2013, Proc. VLDB Endow..

Auto-Split: A General Framework of Collaborative Edge-Cloud AI

Jian Pei, Lanjun Wang, Amin Banitalebi-Dehkordi, 2021, KDD.

Early classification on time series

Philip S. Yu, Jian Pei, Zhengzheng Xing, 2012, Knowledge and Information Systems.

H-mine: hyper-structure mining of frequent patterns in large databases

Hongjun Lu, Jian Pei, Jiawei Han, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach

J. Pei, Jiawei Han, Yiwen Yin, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

Frequent Pattern Mining of Web Log Files Working Principles

Wei Wang, Jiawei Han, J. Pei, 2017 .

Novel techniques for data warehousing and online analytical processing in emerging applications

Jian Pei, Xin He, Moonjung Cho, 2006 .

On privacy preservation against adversarial data mining

Charu C. Aggarwal, Jian Pei, Bo Zhang, 2006, KDD '06.

H-Mine: Fast and space-preserving frequent pattern mining in large databases

Jian Pei, Jiawei Han, Shojiro Nishio, 2007 .

Mining sequential patterns with constraints in large databases

Jian Pei, Jiawei Han, Wei Wang, 2002, CIKM '02.

Constrained frequent pattern mining: a pattern-growth view

Jian Pei, Jiawei Han, J. Pei, 2002, SKDD.

Mining Frequent Patterns, Associations, and Correlations

Jian Pei, Jiawei Han, Micheline Kamber, 2012 .

Sequential Pattern Mining by Pattern-Growth: Principles and Extensions

Jian Pei, Jiawei Han, Xifeng Yan, 2005 .

Clustering by Pattern Similarity

Jian Pei, Haixun Wang, Haixun Wang, 2008, Journal of Computer Science and Technology.

MaPle: a fast algorithm for maximal pattern-based clustering

Philip S. Yu, Xiaoling Zhang, Jian Pei, 2003, Third IEEE International Conference on Data Mining.

Multi-level relationship outlier detection

Jian Pei, Guanting Tang, Akiko Campbell, 2012, Int. J. Bus. Intell. Data Min..

Comprehensible Counterfactual Interpretation on Kolmogorov-Smirnov Test pdf

Lingyang Chu, Jian Pei, Yu Yang, 2020, ArXiv.

Mining Access Patterns Efficiently from Web Logs

Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, 2000, PAKDD.

Parallel field alignment for cross media retrieval

Jian Pei, Deng Cai, Xiaofei He, 2013, ACM Multimedia.

Scalable frequent-pattern mining methods: an overview

Laks V. S. Lakshmanan, Jian Pei, Jiawei Han, 2001, KDD Tutorials.

SUBSKY: Efficient Computation of Skylines in Subspaces

Jian Pei, Yufei Tao, Xiaokui Xiao, 2006, 22nd International Conference on Data Engineering (ICDE'06).

Accelerated Zeroth-Order Momentum Methods from Mini to Minimax Optimization

J. Pei, Heng Huang, Feihu Huang, 2020, arXiv.org.

On compressing weighted time-evolving graphs

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2012, CIKM.

Publishing anonymous survey rating data

Jian Pei, Hua Wang, Jiuyong Li, 2011, Data Mining and Knowledge Discovery.

Minimality Attack in Privacy Preserving Data Publishing

Raymond Chi-Wing Wong, Jian Pei, Ke Wang, 2007, VLDB.

Discovering Frequent Closed Partial Orders from Strings

Philip S. Yu, Jian Liu, Jian Pei, 2006, IEEE Transactions on Knowledge and Data Engineering.

Data Mining Trends and Research Frontiers

Jian Pei, Jiawei Han, Micheline Kamber, 2012 .

Mining confident co-location rules without a support threshold

Hui Xiong, Yan Huang, Jian Pei, 2003, SAC '03.

Online mining of data streams: applications, techniques and progress

Philip S. Yu, Jian Pei, Haixun Wang, 2005, 21st International Conference on Data Engineering (ICDE'05).

Tackle Balancing Constraint for Incremental Semi-Supervised Support Vector Learning

Jian Pei, Bin Gu, Heng Huang, 2019, KDD.

Price Information Patterns in Web Search Advertising: An Empirical Case Study on Accommodation Industry

Jian Pei, Guanting Tang, Yupin Yang, 2013, 2013 IEEE 13th International Conference on Data Mining.

A spatiotemporal compression based approach for efficient big data processing on Cloud

Jian Pei, Jinjun Chen, Kotagiri Ramamohanarao, 2014, J. Comput. Syst. Sci..

Online Visual Analytics of Text Streams

Jian Pei, Xiting Wang, Weiwei Cui, 2015, IEEE Transactions on Visualization and Computer Graphics.

Proceedings of the First International Conference on Web-Age Information Management

Ge Yu, Jian Pei, Tok Wang Ling, 2010, Interational Conference on Web-Age Information Management.

Finding Maximal Significant Linear Representation between Long Time Series

Jian Pei, Wei Wang, Yang Wang, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Secure Skyline Queries on Cloud Platform

Jian Pei, Li Xiong, Juncheng Yang, 2017, 2017 IEEE 33rd International Conference on Data Engineering (ICDE).

Mining favorable facets

Raymond Chi-Wing Wong, Jian Pei, Ke Wang, 2007, KDD '07.

Online Skyline Analysis with Dynamic Preferences on Nominal Attributes

Raymond Chi-Wing Wong, Jian Pei, Ke Wang, 2009, IEEE Transactions on Knowledge and Data Engineering.

Towards context-aware search by learning a very large variable length hidden markov model from search logs

Enhong Chen, Jian Pei, Hang Li, 2009, WWW '09.

Towards Fair Federated Learning

Jian Pei, Lingyang Chu, Zirui Zhou, 2021, KDD.

SimRank*: effective and scalable pairwise similarity search based on graph topology

Jian Pei, Julie A. McCann, Xuemin Lin, 2019, The VLDB Journal.

More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks

Jian Pei, Lijun Chang, Xuemin Lin, 2013, Proc. VLDB Endow..

Aggregate keyword search on large relational databases

Jian Pei, Bin Zhou, J. Pei, 2012, Knowledge and Information Systems.

Answering aggregate keyword queries on relational databases using minimal group-bys

Jian Pei, Bin Zhou, J. Pei, 2009, EDBT '09.

Ix-cubes: iceberg cubes for data warehousing and olap on xml data

Jian Pei, Ada Wai-Chee Fu, Fianny Ming-fei Jiang, 2007, CIKM '07.

Mining Most General Multidimensional Summarization of Probably Groups in Data Warehouses

Jian Pei, Shiwei Tang, Hui Yu, 2005, SSDBM.

Data Cube Technology

Jian Pei, Jiawei Han, Micheline Kamber, 2012 .

Data Warehousing and Online Analytical Processing

Jian Pei, Jiawei Han, Micheline Kamber, 2012 .

Multi-Dimensional Analysis of Data Streams Using Stream Cubes

Yixin Chen, Jian Pei, Jiawei Han, 2007, Data Streams - Models and Algorithms.

for Multi-Dimensional Analysis of Data Streams

Jian Pei, Jiawei Han, Benjamin W. Wah, 2005 .

QC-trees: an efficient summary structure for semantic OLAP

Laks V. S. Lakshmanan, Jian Pei, Yan Zhao, 2003, SIGMOD '03.

Quotient Cube: How to Summarize the Semantics of a Data Cube

Laks V. S. Lakshmanan, Jian Pei, Jiawei Han, 2002, VLDB.

ApproxMAP: Approximate Mining of Consensus Sequential Patterns

Jian Pei, Wei Wang, Hye-Chung Kum, 2003, SDM.

Efficient Matching of Substrings in Uncertain Sequences

James Bailey, Jian Pei, Lars Kulik, 2014, SDM.

Momentum-Based Policy Gradient Methods pdf

Feihu Huang, Shangqian Gao, Jian Pei, 2020, ICML.

Audit Trail

Luciano Baresi, Ioana Manolescu, Vilém Novák, 2020, Encyclopedia of Database Systems.

Finding email correspondents in online social networks

Jian Pei, Ming Hua, Daxin Jiang, 2013, World Wide Web.

Mining preferences from superior and inferior examples

Bin Jiang, Jian Pei, Jiawei Han, 2008, KDD.

Proceedings of the 29th ACM International Conference on Information & Knowledge Management

Rajeev Rastogi, Jian Pei, Arun Iyengar, 2013, CIKM 2013.

Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns

Jian Pei, Chengqi Zhang, Yanchang Zhao, 2009, ECML/PKDD.

Can we learn a template-independent wrapper for news article extraction from a single training site?

Jian Pei, Chun Chen, Jiajun Bu, 2009, KDD.

AutoNE: Hyperparameter Optimization for Massive Network Embedding

Jian Pei, Wenwu Zhu, Peng Cui, 2019, KDD.

Differential Privacy and Its Applications in Social Network Analysis: A Survey pdf

Jiguo Yu, Xiuzhen Cheng, Dongxiao Yu, 2020, ArXiv.

Classification: Basic Concepts

Jian Pei, Jiawei Han, Micheline Kamber, 2012 .

Mining coherent gene clusters from gene-sample-time microarray data

Jian Pei, Aidong Zhang, Daxin Jiang, 2004, KDD.

DHC: a density-based hierarchical clustering method for time series gene expression data

Jian Pei, Aidong Zhang, Daxin Jiang, 2003, Third IEEE Symposium on Bioinformatics and Bioengineering, 2003. Proceedings..

Efficient Mining of Regional Movement Patterns in Semantic Trajectories

Thomas Heinis, Jian Pei, Dong-Wan Choi, 2017, Proc. VLDB Endow..

Finding Representative Interpretations on Convolutional Neural Networks pdf

Jian Pei, Lingyang Chu, Lanjun Wang, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Towards Scalable and Accurate Online Feature Selection for Big Data

Xindong Wu, Jian Pei, Kui Yu, 2014, 2014 IEEE International Conference on Data Mining.

Language Scaling: Applications, Challenges and Approaches

J. Pei, Daxin Jiang, Linjun Shou, 2021, KDD.

Mining search and browse logs for web search

Jian Pei, Hang Li, Daxin Jiang, 2013, ACM Trans. Intell. Syst. Technol..

TIMERS: Error-Bounded SVD Restart on Dynamic Networks

Jian Pei, Xiao Wang, Wenwu Zhu, 2017, AAAI.

Context-aware citation recommendation

Daniel Kifer, Jian Pei, Prasenjit Mitra, 2010, WWW '10.

A Spamicity Approach to Web Spam Detection

Jian Pei, Bin Zhou, ZhaoHui Tang, 2008, SDM.

Learning From Networks: Algorithms, Theory, and Applications

Le Song, Jian Pei, Yuxiao Dong, 2019, KDD.

Visually aware recommendation with aesthetic features pdf

Jian Pei, Xiangnan He, Li Xiong, 2019, The VLDB Journal.

Mining outlying aspects on numeric data

James Bailey, Jian Pei, Changjie Tang, 2015, Data Mining and Knowledge Discovery.

Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases

James Bailey, Jian Pei, Lars Kulik, 2013, 2013 IEEE 13th International Conference on Data Mining.

On Mining Maximal Pattern-Based Clusters

Philip S. Yu, Jian Pei, Haixun Wang, 2009 .

PADS: a simple yet effective pattern-aware dynamic search method for fast maximal frequent pattern mining

Jian Pei, Jinyan Li, Ke Wang, 2009, Knowledge and Information Systems.

MAPO: mining API usages from open source repositories

Jian Pei, Tao Xie, J. Pei, 2006, MSR '06.

Preference-Based Frequent Pattern Mining

Jian Pei, Haixun Wang, Wei Wang, 2005, Int. J. Data Warehous. Min..

Pushing Convertible Constraints in Frequent Itemset Mining

Laks V. S. Lakshmanan, Jian Pei, Jiawei Han, 2004, Data Mining and Knowledge Discovery.

On computing condensed frequent pattern bases

Jian Pei, Jiawei Han, Guozhu Dong, 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..

Mining Frequent Co-occurrence Patterns across Multiple Data Streams

Jian Pei, Xiaohui Yu, Yang Liu, 2015, EDBT.

Pattern-growth methods for frequent pattern mining

Jian Pei, Jiawei Han, J. Pei, 2002 .

Early classification on time series

Philip S. Yu, J. Pei, Zhengzheng Xing, 2011, Knowledge and Information Systems.

Answering ad hoc aggregate queries from data streams using prefix aggregate trees

Jian Pei, Ke Wang, Moonjung Cho, 2007, Knowledge and Information Systems.

Reasoning over Entity-Action-Location Graph for Procedural Text Understanding

Jian Pei, Guodong Long, Xiubo Geng, 2021, ACL.

A vlHMM approach to context-aware search

Enhong Chen, Jian Pei, Hang Li, 2013, TWEB.

Enhancing web search by mining search and browse logs

Jian Pei, Hang Li, Daxin Jiang, 2011, SIGIR.

Search and browse log mining for web information retrieval: challenges, methods, and applications

Jian Pei, Hang Li, Daxin Jiang, 2010, SIGIR.

Neighbor query friendly compression of social networks

Jian Pei, Hossein Maserrat, J. Pei, 2010, KDD.

Efficacious Data Cube Exploration by Semantic Summarization and Compression

Laks V. S. Lakshmanan, Jian Pei, Yan Zhao, 2003, VLDB.

Citation recommendation without author supervision

Jian Pei, Qi He, Daniel Kifer, 2011, WSDM '11.

A practical method for estimating performance degradation on multicore processors, and its application to HPC workloads

Jian Pei, Alexandra Fedorova, Mark Roth, 2012, 2012 International Conference for High Performance Computing, Networking, Storage and Analysis.

Mining Statistically Significant Sequential Patterns

Cécile Low-Kam, Chedy Raïssi, Mehdi Kaytoue-Uberall, 2013, 2013 IEEE 13th International Conference on Data Mining.

Distance metric learning using dropout: a structured regularization approach

Jian Pei, Rong Jin, Qi Qian, 2014, KDD.

Mining API patterns as partial orders from source code: from usage scenarios to specifications

Jian Pei, Tao Xie, Jun Xu, 2007, ESEC-FSE '07.

Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs pdf

Jian Pei, Ziwei Zhang, Wenwu Zhu, 2020, IEEE Transactions on Knowledge and Data Engineering.

TS-Trees: A Non-Alterable Search Tree Index for Trustworthy Databases on Write-Once-Read-Many (WORM) Storage

Philip S. Yu, Jian Pei, Man Ki Lau, 2007, 21st International Conference on Advanced Information Networking and Applications (AINA '07).

Towards Cohesive Anomaly Mining

Philip S. Yu, Jian Pei, Yangyong Zhu, 2013, AAAI.

AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics

Jian Pei, Dongxiang Zhang, Jiannan Wang, 2018, SIGMOD Conference.

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation

Ming Gong, Jian Pei, Min Yang, 2020, COLING.

Online Mining of Changes from Data Streams: Research Problems and Preliminary Results

Philip S. Yu, Laks V. S. Lakshmanan, Jian Pei, 2003 .

Data Pricing -- From Economics to Data Science

Jian Pei, J. Pei, 2020, KDD.

Group-Based Skyline for Pareto Optimal Groups

Jian Pei, Jian Pei, Haoyu Zhang, 2021, IEEE Transactions on Knowledge and Data Engineering.

Eclipse: Generalizing kNN and Skyline pdf

Jian Pei, Jun Luo, Li Xiong, 2019, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

Ranking uncertain sky: The probabilistic top-k skyline operator

Bin Jiang, Jian Pei, Xuemin Lin, 2011, Inf. Syst..

Finding Pareto Optimal Groups: Group-based Skyline

Jian Pei, Jun Luo, Haoyu Zhang, 2015, Proc. VLDB Endow..

Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces

Jian Pei, Yufei Tao, Martin Ester, 2005, VLDB.

Computing Compressed Multidimensional Skyline Cubes Efficiently

Jian Pei, Haixun Wang, Xuemin Lin, 2007, 2007 IEEE 23rd International Conference on Data Engineering.

Towards Progressive and Load Balancing Distributed Computation: A Case Study on Skyline Analysis

Jian Pei, Feng Zhao, Jian Yin, 2010, Journal of Computer Science and Technology.

Secure and Efficient Skyline Queries on Encrypted Data

Jian Pei, Li Xiong, Juncheng Yang, 2018, IEEE Transactions on Knowledge and Data Engineering.

Skyline Diagram: Efficient Space Partitioning for Skyline Queries

Jian Pei, Jun Luo, Li Xiong, 2018, IEEE Transactions on Knowledge and Data Engineering.

Efficient Contour Computation of Group-Based Skyline

Xu Chen, Jian Pei, Zheng Qin, 2019, IEEE Transactions on Knowledge and Data Engineering.

Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries

Jian Pei, Jun Luo, Li Xiong, 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).

Tracking Influential Individuals in Dynamic Networks

Enhong Chen, Jian Pei, Yu Yang, 2017, IEEE Transactions on Knowledge and Data Engineering.

Influence Analysis in Evolving Networks: A Survey

Jian Pei, Yu Yang, J. Pei, 2021, IEEE Transactions on Knowledge and Data Engineering.

Cleaning structured event logs: A graph repair approach

Jianmin Wang, Jian Pei, Xuemin Lin, 2015, 2015 IEEE 31st International Conference on Data Engineering.

Sketched Follow-The-Regularized-Leader for Online Factorization Machine

Jian Pei, Zhihua Zhang, Tong Zhang, 2018, KDD.

Online Interval Skyline Queries on Time Series

Bin Jiang, Jian Pei, J. Pei, 2009, 2009 IEEE 25th International Conference on Data Engineering.

Context-aware citation recommendation

C. Lee Giles, P. Mitra, Daniel Kifer, 2010, WWW '10.

When Social Influence Meets Item Inference

Jian Pei, Hong-Han Shuai, Ming-Syan Chen, 2015, KDD.

Mining Density Contrast Subgraphs

Enhong Chen, Jian Pei, Yu Yang, 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).

Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution

Jian Pei, Lingyang Chu, Lanjun Wang, 2019, 2020 IEEE 36th International Conference on Data Engineering (ICDE).

Sinkhorn Regression

J. Pei, Heng Huang, Lei Luo, 2020, IJCAI.

Do neighbor buddies make a difference in reblog likelihood? An analysis on SINA Weibo data

Jian Pei, Bin Zhou, Yan Jia, 2014, 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014).

Classification spanning correlated data streams

Jian Pei, Ke Wang, Ada Wai-Chee Fu, 2006, CIKM '06.

Privacy-preserving Data Stream Classification 20.1.1 Motivating Example Privacy-preserving Data Stream Classification 20.1.2 Contributions and Paper Outline 20.3 Problem Statement 20.3.1 Secure Join Stream Classification Privacy-preserving Data Mining: Models and Algorithms 20.4 Our Approach Privacy

J. Pei, Ke Wang, R. She, 2022 .

Discovering outlying aspects in large datasets

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2016, Data Mining and Knowledge Discovery.

Is There a Data Science and Engineering Brain Drain? If So, How Can We Rebalance Them?

Jian Pei, J. Pei, 2019, 2019 IEEE 35th International Conference on Data Engineering (ICDE).

Tracking Top-K Influential Vertices in Dynamic Networks pdf

Enhong Chen, Jian Pei, Yu Yang, 2018, ArXiv.

(alpha, k)-anonymity Based Privacy Preservation by Lossy Join

Raymond Chi-Wing Wong, Jian Pei, Jian Yin, 2007, APWeb/WAIM.

Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning

Jian Pei, Tao Shen, Xiubo Geng, 2021, FINDINGS.

DiMaC: a disguised missing data cleaning tool

Jian Pei, Ming Hua, J. Pei, 2008, KDD.

Towards interactive exploration of gene expression patterns

Jian Pei, Aidong Zhang, Daxin Jiang, 2003, SKDD.

Household Electricity Consumption Data Cleansing

Jian Pei, Guoming Tang, Jiuyang Tang, 2013, 1307.7757.

Outlier detection on uncertain data: Objects, instances, and inferences

J. Pei, B. Jiang, 2011, 2011 IEEE 27th International Conference on Data Engineering.

Suppressing model overfitting in mining concept-drifting data streams

Philip S. Yu, Jian Pei, Jeffrey Xu Yu, 2006, KDD '06.

Cleaning Crowdsourced Labels Using Oracles For Supervised Learning

J. Pei, Jiannan Wang, Simon Fraser, 2018 .

Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users?

Jian Pei, Yu Yang, Xiaofei He, 2016, SIGMOD Conference.

Anonymity for continuous data publishing

Jian Pei, Benjamin C. M. Fung, Ke Wang, 2008, EDBT '08.

Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy

Jimeng Sun, J. Pei, Jian Lou, 2021, Proc. VLDB Endow..

Mining most frequently changing component in evolving graphs

Jian Pei, Jeffrey Xu Yu, Jianzhong Li, 2014, World Wide Web.

On k-skip shortest paths

Jian Pei, Yufei Tao, Cheng Sheng, 2011, SIGMOD '11.

Link spam target detection using page farms

Jian Pei, Bin Zhou, J. Pei, 2009, TKDD.

From sequential pattern mining to structured pattern mining: A pattern-growth approach

J. Pei, Jiawei Han, Xifeng Yan, 2004, Journal of Computer Science and Technology.

The Impact of Market Competition on Search Advertising

Jian Pei, Qiang Lu, Guanting Tang, 2015 .

Data Mining : Concepts and Techniques 3rd edition Ed. 3

Jian Pei, Jiawei Han, Micheline Kamber, 2011 .

An Energy-Efficient Data Collection Framework for Wireless Sensor Networks by Exploiting Spatiotemporal Correlation

Jian Pei, Kui Wu, Chong Liu, 2007, IEEE Transactions on Parallel and Distributed Systems.

A System Framework for Web Service Semantic and Automatic Orchestration

Jian Pei, Haixun Wang, Ning Gu, 2007, 2007 2nd International Conference on Pervasive Computing and Applications.

Probabilistic Inference Protection on Anonymized Data

Philip S. Yu, Raymond Chi-Wing Wong, Jian Pei, 2010, 2010 IEEE International Conference on Data Mining.

A Survey of Utility-based Privacy-Preserving Data Transformation Methods

Jian Pei, Ming Hua, J. Pei, 2008, Privacy-Preserving Data Mining.

Butterfly: Privacy Preserving Publishing on Multiple Quasi-Identifiers

Jian Pei, Yufei Tao, Xiaokui Xiao, 2008 .

Graph Neural Networks for Natural Language Processing: A Survey

J. Pei, Lingfei Wu, Yu Chen, 2023, Found. Trends Mach. Learn..

Mining Contrast Subspaces

James Bailey, Jian Pei, Changjie Tang, 2014, PAKDD.

When Social Influence Meets Item Inference

Ming-Syan Chen, J. Pei, Wang-Chien Lee, 2015, KDD.

Nonconvex Zeroth-Order Stochastic ADMM Methods with Lower Function Query Complexity pdf

Jian Pei, Feihu Huang, Heng Huang, 2019, ArXiv.

Tracking Top-k Influential Users with Relative Errors

Enhong Chen, Jian Pei, Yu Yang, 2019, CIKM.

Tracking Influential Nodes in Dynamic Networks pdf

Enhong Chen, Jian Pei, Yu Yang, 2016, ArXiv.

An interactive approach to mining gene expression data

Jian Pei, Aidong Zhang, Daxin Jiang, 2005, IEEE Transactions on Knowledge and Data Engineering.

Cleaning disguised missing data: a heuristic approach

Jian Pei, Ming Hua, J. Pei, 2007, KDD '07.

DiMaC: a system for cleaning disguised missing data

Jian Pei, Ming Hua, J. Pei, 2008, SIGMOD Conference.

Continuous Influence Maximization

Jian Pei, Yu Yang, Xiaofei He, 2020, ACM Trans. Knowl. Discov. Data.

Privacy-aware data management in information networks

Jian Pei, Evimaria Terzi, Kun Liu, 2011, SIGMOD '11.

Anonymization by Local Recoding in Data with Attribute Hierarchical Taxonomies

J. Pei, A. Fu, R. C. Wong, 2008, IEEE Transactions on Knowledge and Data Engineering.

Finding the minimum spatial keyword cover

Jian Pei, Xuemin Lin, Dong-Wan Choi, 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE).

Trends and Applications in Knowledge Discovery and Data Mining

Jian Pei, Longbing Cao, Kay Chen Tan, 2013, Lecture Notes in Computer Science.

Data mining for intrusion detection: techniques, applications and systems

Venu Govindaraju, Jian Pei, Shambhu J. Upadhyaya, 2004, Proceedings. 20th International Conference on Data Engineering.

The Sixth International Workshop on Deep Learning on Graphs - Methods and Applications (DLG-KDD'21)

Jiliang Tang, J. Pei, Yinglong Xia, 2021, KDD.

Mining top-k sequential patterns in transaction database graphs

Jian Pei, Xi Zhang, Binxing Fang, 2019, World Wide Web.

Interactive exploration of coherent patterns in time-series gene expression data

Jian Pei, Aidong Zhang, Daxin Jiang, 2003, KDD '03.

Structure-Aware Distance Measures for Comparing Clusterings in Graphs

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2014, PAKDD.

Minimum Description Length Principle: Generators Are Preferable to Closed Patterns

Jinyan Li, L. Wong, J. Pei, 2006, AAAI.

Reliable Early Classification on Multivariate Time Series with Numerical and Categorical Attributes

Jian Pei, Vincent S. Tseng, Hsuan-Hsu Chen, 2015, PAKDD.

GPX: Interactive Mining of Gene Expression Data

Jian Pei, Aidong Zhang, Daxin Jiang, 2004, VLDB.

On spatial keyword covering

Jian Pei, Xuemin Lin, Dong-Wan Choi, 2020, Knowledge and Information Systems.

Audit Trail

Eric C. Jensen, K. A. Ross, Philip S. Yu, 2020, Definitions.