Hongjun Lu

Publication Activity (10 Years)

Years Active: 1985-2017
Publications (10 Years): 1

Top Venues

CoRR

Publications

Hongjun Lu, Rudy Setiono, Huan Liu
NeuroRule: A Connectionist Approach to Data Mining. CoRR (2017)
Guimei Liu, Hongjun Lu, Jeffrey Xu Yu
CFP-tree: A compact disk-based structure for storing and querying frequent itemsets. Inf. Syst. 32 (2) (2007)
Jeffrey Xu Yu, Weining Qian, Hongjun Lu, Aoying Zhou
Finding centric local outliers in categorical/numerical spaces. Knowl. Inf. Syst. 9 (3) (2006)
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu, Philip S. Yu
Text Classification without Negative Examples Revisit. IEEE Trans. Knowl. Data Eng. 18 (1) (2006)
Gang Gou, Jeffrey Xu Yu, Hongjun Lu
search: an efficient and flexible approach to materialized view selection. IEEE Trans. Syst. Man Cybern. Syst. 36 (3) (2006)
Xuemin Lin, Jian Xu, Qing Zhang, Hongjun Lu, Jeffrey Xu Yu, Xiaofang Zhou, Yidong Yuan
Approximate Processing of Massive Continuous Quantile Queries over High-Speed Data Streams. IEEE Trans. Knowl. Data Eng. 18 (5) (2006)
Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Zhenjie Zhang, Aoying Zhou
A false negative approach to mining frequent itemsets from high speed transactional data streams. Inf. Sci. 176 (14) (2006)
Xuemin Lin, Qing Liu, Yidong Yuan, Xiaofang Zhou, Hongjun Lu
Summarizing level-two topological relations in large spatial datasets. ACM Trans. Database Syst. 31 (2) (2006)
Zheng Liu, Jeffrey Xu Yu, Xuemin Lin, Hongjun Lu, Wei Wang
Locating Motifs in Time-Series Data. PAKDD (2005)
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Philip S. Yu, Hongjun Lu
Parameter Free Bursty Events Detection in Text Streams. VLDB (2005)
Ching-Fung Cheung, Jeffrey Xu Yu, Hongjun Lu
Constructing Suffix Tree for Gigabyte Sequences with Megabyte Memory. IEEE Trans. Knowl. Data Eng. 17 (1) (2005)
Hongjun Lu, Jeffrey Xu Yu, Guoren Wang, Shihui Zheng, Haifeng Jiang, Ge Yu, Aoying Zhou
What makes the differences: benchmarking XML database implementations. ACM Trans. Internet Techn. 5 (1) (2005)
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu, Philip S. Yu
Text Classification without Labeled Negative Documents. ICDE (2005)
Zhihong Chong, Jeffrey Xu Yu, Hongjun Lu, Zhengjie Zhang, Aoying Zhou
False-Negative Frequent Items Mining from Data Streams with Bursting. DASFAA (2005)
Wenfei Fan, Jeffrey Xu Yu, Hongjun Lu, Jianhua Lu, Rajeev Rastogi
Query Translation from XPath to SQL in the Presence of Recursive DTDs. VLDB (2005)
Wei Wang, Hongzhi Wang, Hongjun Lu, Haifeng Jiang, Xuemin Lin, Jianzhong Li
Efficient Processing of XML Path Queries Using the Disk-based F&B Index. VLDB (2005)
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu
The Predicting Power of Textual Information on Financial Markets. IEEE Intell. Informatics Bull. 5 (1) (2005)
Xuemin Lin, Yidong Yuan, Wei Wang, Hongjun Lu
Stabbing the Sky: Efficient Skyline Computation over Sliding Windows. ICDE (2005)
Jeffrey Xu Yu, Daofeng Luo, Xiaofeng Meng, Hongjun Lu
Dynamically Updating XML Data: Numbering Scheme Revisited. World Wide Web 8 (1) (2005)
Jie Tang, Juan-Zi Li, Hongjun Lu, Bangyong Liang, Xiaotong Huang, Kehong Wang
iASA: Learning to Annotate the Semantic Web. J. Data Semant. (2005)
Wei Wang, Haifeng Jiang, Hongjun Lu, Jeffrey Xu Yu
Bloom Histogram: Path Selectivity Estimation for XML Data with Updates. VLDB (2004)
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu
Classifying Text Streams in the Presence of Concept Drifts. PAKDD (2004)
Jeffrey Xu Yu, Chi-Hon Choi, Gang Gou, Hongjun Lu
Selecting Views with Maintenance Cost Constraints: Issues, Heuristics and Performance. J. Res. Pract. Inf. Technol. 36 (2) (2004)
Guimei Liu, Hongjun Lu, Wenwu Lou, Yabo Xu, Jeffrey Xu Yu
Efficient Mining of Frequent Patterns Using Ascending Frequency Ordered Prefix-Tree. Data Min. Knowl. Discov. 9 (3) (2004)
Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Aoying Zhou
False Positive or False Negative: Mining Frequent Itemsets from High Speed Transactional Data Streams. VLDB (2004)
Chenyi Xia, Hongjun Lu, Beng Chin Ooi, Jin Hu
Gorder: An Efficient Method for KNN Join Processing. VLDB (2004)
Chi-Hon Choi, Jeffrey Xu Yu, Hongjun Lu
A Simple but Effective Dynamic Materialized View Caching. WAIM (2004)
Haifeng Jiang, Hongjun Lu, Wei Wang
Efficient Processing of Twig Queries with OR-Predicates. SIGMOD Conference (2004)
Xuemin Lin, Hongjun Lu, Jian Xu, Jeffrey Xu Yu
Continuously Maintaining Quantile Summaries of the Most Recent N Elements over a Data Stream. ICDE (2004)
Zhiheng Li, Jeffrey Xu Yu, Hongjun Lu, Yabo Xu, Guimei Liu
Data Mining Proxy: Serving Large Number of Users for Efficient Frequent Itemset Mining. PAKDD (2004)
Ling Feng, Hongjun Lu
Managing Multiuser Database Buffers Using Data Mining Techniques. Knowl. Inf. Syst. 6 (6) (2004)
Guimei Liu, Hongjun Lu, Jeffrey Xu Yu, Wei Wang, Xiangye Xiao
AFOPT: An Efficient Implementation of Pattern Growth Approach. FIMI (2003)
Shihui Zheng, Ji-Rong Wen, Hongjun Lu
Cost-Driven Storage Schema Selection for XML. DASFAA (2003)
Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu
On computing, storing and querying frequent patterns. KDD (2003)
Hua-Jun Zeng, Xuanhui Wang, Zheng Chen, Hongjun Lu, Wei-Ying Ma
CBC: Clustering Based Text Classification Requiring Minimal Labeled Data. ICDM (2003)
Jidong Wang, Hua-Jun Zeng, Zheng Chen, Hongjun Lu, Li Tao, Wei-Ying Ma
ReCoM: reinforcement clustering of multi-type interrelated data objects. SIGIR (2003)
Huan Li, Hongjun Lu, Lei Yu
Active Sampling: An Effective Approach to Feature Selection. SDM (2003)
Hongjun Lu, Jeffrey Xu Yu, Guoren Wang, Shihui Zheng, Haifeng Jiang, Ge Yu, Aoying Zhou
What Makes the Differences: Benchmarking XML Database Implementations. ICDE (2003)
Haifeng Jiang, Wei Wang, Hongjun Lu, Jeffrey Xu Yu
Holistic Twig Joins on Indexed XML Documents. VLDB (2003)
Shihui Zheng, Aoying Zhou, Long Zhang, Hongjun Lu
DVQ: Towards Visual Query Processing of XML Database Systems. World Wide Web 6 (2) (2003)
Chi-Hon Choi, Jeffrey Xu Yu, Hongjun Lu
Dynamic Materialized View Management Based on Predicates. APWeb (2003)
Hongjun Lu, Qiong Luo, Yeuk Kiu Shun
Extending a Web Browser with Client-Side Mining. APWeb (2003)
Hongjun Lu
On Efficient Management of XML Documents. ADC (2003)
Hongjun Lu, Jeffrey Xu Yu, Ling Feng, Zhixian Li
Fully Dynamic Partitioning: Handling Data Skew in Parallel Data Cube Computation. Distributed Parallel Databases 13 (2) (2003)
Shitong Wang, Hongjun Lu
Fuzzy system and CMAC network with B-spline membership/basis functions are smooth approximators. Soft Comput. 7 (8) (2003)
Yi-Dong Shen, Qiang Yang, Zhong Zhang, Hongjun Lu
Mining the Customer's Up-To-Moment Preferences for E-commerce Recommendation. PAKDD (2003)
Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng
Efficient Mining of Intertransaction Association Rules. IEEE Trans. Knowl. Data Eng. 15 (1) (2003)
Guoren Wang, Hongjun Lu, Ge Yu, Yubin Bao
Managing Very Large Document Collections Using Semantics. J. Comput. Sci. Technol. 18 (3) (2003)
Shitong Wang, Hongjun Lu
Fuzzy System and CMAC Network with B-Spline Membership/Basis Functions can Approximate A Smooth Function and its Derivatives. Int. J. Comput. Intell. Appl. 3 (3) (2003)
Haifeng Jiang, Hongjun Lu, Wei Wang, Beng Chin Ooi
XR-Tree: Indexing XML Data for Efficient Structural Joins. ICDE (2003)
Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu
Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns. DASFAA (2003)
Wei Wang, Haifeng Jiang, Hongjun Lu, Jeffrey Xu Yu
Containment Join Size Estimation: Models and Methods. SIGMOD Conference (2003)
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu
Classifying High-Speed Text Streams. WAIM (2003)
Jeffrey Xu Yu, Guoren Wang, Hongjun Lu, Ge Yu, Jianhua Lv, Bing Sun
Automata Match: a new XML query processing approach. Comput. Syst. Sci. Eng. 18 (5) (2003)
Guoren Wang, Mengchi Liu, Jeffrey Xu Yu, Bing Sun, Ge Yu, Jianhua Lv, Hongjun Lu
Effective Schema-Based XML Query Optimization Techniques. IDEAS (2003)
Gang Gou, Jeffrey Xu Yu, Chi-Hon Choi, Hongjun Lu
An Efficient and Interactive A*-Algorithm with Pruning Power: Materialized View Selection Revisited. DASFAA (2003)
Wei Wang, Haifeng Jiang, Hongjun Lu, Jeffrey Xu Yu
PBiTree Coding and Efficient Processing of Containment Joins. ICDE (2003)
Hongjun Lu, Guoren Wang, Ge Yu, Yubin Bao, Jianhua Lv, Yaxin Yu
XBase: making your gigabyte disk queriable. SIGMOD Conference (2002)
Shitong Wang, Haifeng Jiang, Hongjun Lu
A New Integrated Clustering Algorithm GFC and Switching Regressions. Int. J. Pattern Recognit. Artif. Intell. 16 (4) (2002)
Yabo Xu, Jeffrey Xu Yu, Guimei Liu, Hongjun Lu
From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns. ICDM (2002)
Ling Feng, Jeffrey Xu Yu, Hongjun Lu, Jiawei Han
A template model for multidimensional inter-transactional association rules. VLDB J. 11 (2) (2002)
Jianhua Lv, Guoren Wang, Jeffrey Xu Yu, Ge Yu, Hongjun Lu, Bing Sun
Performance Evaluation of a DOM-Based XML Database: Storage, Indexing and Query Optimization. WAIM (2002)
Hongyan Liu, Jeffrey Xu Yu, Hongjun Lu, Jian Chen
Unifying decision tree induction and association based classification. SMC (2) (2002)
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu
Discriminative Category Matching: Efficient Text Classification for Huge Document Collections. ICDM (2002)
Jianhua Lv, Guoren Wang, Jeffrey Xu Yu, Ge Yu, Hongjun Lu, Bing Sun
A New Path Expression Computing Approach for XML Data. EEXTT (2002)
Wenwu Lou, Hongjun Lu
Efficient prediction of web accesses on a proxy server. CIKM (2002)
Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang
Cut-and-Pick Transactions for Proxy Log Mining. EDBT (2002)
Xiaofeng Meng, Hongjun Lu, Haiyan Wang, Mingzhe Gu
SG-WRAP: A Schema-Guided Wrapper Generato. ICDE (2002)
Hongjun Lu, Rudy Setiono
Effective Query Size Estimation Using Neural Networks. Appl. Intell. 16 (3) (2002)
Haifeng Jiang, Hongjun Lu, Wei Wang, Jeffrey Xu Yu
Path Materialization Revisited: An Efficient Storage Model for XML Data. Australasian Database Conference (2002)
Long Zhang, Shihui Zheng, Aoying Zhou, Hongjun Lu
DVQ: a DTD-driven Visual Query Interface for XML Database Systems. VDB (2002)
Weiguo Fan, Hongjun Lu, Stuart E. Madnick, David Wai-Lok Cheung
DIRECT: a system for mining data value conversion rules from disparate data sources. Decis. Support Syst. 34 (1) (2002)
Haifeng Jiang, Hongjun Lu, Wei Wang, Jeffrey Xu Yu
XParent: An Efficient RDBMS-Based XML Database System. ICDE (2002)
Wei Wang, Hongjun Lu, Jianlin Feng, Jeffrey Xu Yu
Condensed Cube: An Efficient Approach to Reducing Data Cube Size. ICDE (2002)
Hongyan Liu, Hongjun Lu, Jian Chen
A Fast Scalable Classifier Tightly Integrated with RDBMS. J. Comput. Sci. Technol. 17 (2) (2002)
Xiaofeng Meng, Hongjun Lu, Haiyan Wang, Mingzhe Gu
Data Extraction from the Web Based on Pre-Defined Schema. J. Comput. Sci. Technol. 17 (4) (2002)
Zengping Tian, Hongjun Lu, Wenyun Ji, Aoying Zhou, Zhong Tian
yn n-gram-based approach for detecting approximately duplicate database records. Int. J. Digit. Libr. 3 (4) (2002)
Hongjun Lu
Seamless Integration of Data Mining with DBMS and Applications. PAKDD (2001)
Jeffrey Xu Yu, Hongjun Lu
Multi-Cube Computation. DASFAA (2001)
Huan Liu, Hongjun Lu, Jun Yao
Toward Multidatabase Mining: Identifying Relevant Databases. IEEE Trans. Knowl. Data Eng. 13 (4) (2001)
Aoying Zhou, Hongjun Lu, Shihui Zheng, Yuqi Liang, Long Zhang, Wenyun Ji, Zengping Tian
VXMLR: A Visual XML-Relational Database System. VLDB (2001)
Jian Pei, Jiawei Han, Hongjun Lu, Shojiro Nishio, Shiwei Tang, Dongqing Yang
H-Mine: Hyper-Structure Mining of Frequent Patterns in Large Databases. ICDM (2001)
Hongjun Lu, Zengping Tian
Attribute Value Extraction and Standardization in Data Integration. WAIM (2001)
Weiguo Fan, Hongjun Lu, Stuart E. Madnick, David Wai-Lok Cheung
Discovering and reconciling value conflicts for numerical data integration. Inf. Syst. 26 (8) (2001)
Hongjun Lu, Yuet Yeung Ng, Zengping Tian
T-Tree or B-Tree: Main Memory Database Index Structure Revisited. Australasian Database Conference (2000)
Songting Chen, Yanlei Diao, Hongjun Lu, Zengping Tian
Fact: A Learning Based Web Query Processing System. SIGMOD Conference (2000)
Stefano Ceri, Leonid A. Kalinichenko, Masaru Kitsuregawa, Hongjun Lu, Z. Meral Özsoyoglu, Richard T. Snodgrass, Victor Vianu
SIGMOD Sister Societies. SIGMOD Rec. 29 (1) (2000)
Yanlei Diao, Hongjun Lu, Dekai Wu
A Comparative Study of Classification Based Personal E-mail Filtering. PAKDD (2000)
Hongjun Lu, Hongyan Liu
Decision Tables: Scalable Classification Exploring RDBMS Capabilities. VLDB (2000)
Dimitris Meretakis, Hongjun Lu, Beat Wüthrich
A Study on the Performance of Large Bayes Classifier. ECML (2000)
Hongjun Lu, Ling Feng, Jiawei Han
Beyond intratransaction association analysis: mining multidimensional intertransaction association rules. ACM Trans. Inf. Syst. 18 (4) (2000)
Dimitris Meretakis, Dimitris Fragoudis, Hongjun Lu, Spiros Likothanassis
Scalable association-based text classification. CIKM (2000)
Yanlei Diao, Hongjun Lu, Songting Chen, Zengping Tian
Toward Learning Based Web Query Processing. VLDB (2000)
Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu
Exception Rule Mining with a Relative Interestingness Measure. PAKDD (2000)
David Wai-Lok Cheung, Bo Zhou, Ben Kao, Hongjun Lu, Tak Wah Lam, Hing-Fung Ting
Requirement-Based Data Cube Schema Design. CIKM (1999)
Huan Liu, Hongjun Lu
Mining Weak Rules. COMPSAC (1999)
Jeffrey Xu Yu, Hongjun Lu
Hash in Place with Memory Shifting: Datacube Computation Revisited. ICDE (1999)
Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng
Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules. KDD (1999)
Quan Xia, Ling Feng, Hongjun Lu
Supporting Web-Based Database Application Development. DASFAA (1999)
Mong-Li Lee, Tok Wang Ling, Hongjun Lu, Yee Teng Ko
Cleansing Data for Mining and Warehousing. DEXA (1999)

Hongjun Lu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hongjun Lu