Guozhu Dong

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 19

Top Venues

CoRR

DASFAA (1)

BIBE

Int. J. Monit. Surveillance Technol. Res.

Publications

Guozhu Dong, Nicholas Skapura
GrMC: Towards Interpretable Classification Models That Are Also Accurate. ICKG (2023)
Chengxin He, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Tingting Wang, Tinghai Pang
Efficient mining of concept-hierarchy aware distinguishing sequential patterns. Knowl. Based Syst. 255 (2022)
Tingting Wang, Lei Duan, Guozhu Dong, Zhifeng Bao
Efficient Mining of Outlying Sequence Patterns for Analyzing Outlierness of Sequence Data. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
Lei Duan, Lu Liu, Guozhu Dong, Jyrki Nummenmaa, Tingting Wang, Pan Qin, Hao Yang
Mining distinguishing customer focus sets from online customer reviews. Computing 100 (4) (2018)
Guozhu Dong, Sai Kiran Pentukar
OCLEP+: One-class Anomaly and Intrusion Detection Using Minimal Length of Emerging Patterns. CoRR (2018)
Cuiju Luan, Guozhu Dong
Experimental identification of hard data sets for classification and feature selection methods with insights on method selection. Data Knowl. Eng. 118 (2018)
Tinghai Pang, Lei Duan, Jesse Li-Ling, Guozhu Dong
Mining Similarity-Aware Distinguishing Sequential Patterns from Biomedical Sequences. DSC (2017)
Guozhu Dong, Sanjeev Bhatta
Subpopulation-Wise Conditional Correlation Modeling and Analysis. ICBK (2017)
Nicholas Skapura, Guozhu Dong
Class Distribution Curve Based Discretization With Application to Wearable Sensors and Medical Monitoring. Int. J. Monit. Surveillance Technol. Res. 5 (4) (2017)
Lei Duan, Li Yan, Guozhu Dong, Jyrki Nummenmaa, Hao Yang
Mining Top-k Distinguishing Temporal Sequential Patterns from Event Sequences. DASFAA (2) (2017)
Cuiju Luan, Guozhu Dong
Experimental Identification of Hard Data Sets for Classification and Feature Selection Methods with Insights on Method Selection. CoRR (2017)
Lei Duan, Guozhu Dong, Xianming Wang, Changjie Tang
Efficient Mining of Discriminating Relationships Among Attributes Involving Arithmetic Operations. Comput. Intell. 32 (1) (2016)
Vahid Taslimitehrani, Guozhu Dong, Naveen L. Pereira, Maryam Panahiazar, Jyotishman Pathak
Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function. J. Biomed. Informatics 60 (2016)
Amit Krishna Joshi, Pascal Hitzler, Guozhu Dong
LinkGen: Multipurpose Linked Data Generator. ISWC (2) (2016)
Lu Liu, Lei Duan, Hao Yang, Jyrki Nummenmaa, Guozhu Dong, Pan Qin
Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support. ADMA (2016)
Guozhu Dong, Vahid Taslimitehrani
Pattern-aided regression modeling and prediction model analysis. ICDE (2016)
Guozhu Dong, Vahid Taslimitehrani
Pattern Aided Classification. SDM (2016)
Chao Gao, Lei Duan, Guozhu Dong, Haiqing Zhang, Hao Yang, Changjie Tang
Mining Top-k Distinguishing Sequential Patterns with Flexible Gap Constraints. WAIM (1) (2016)
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Xuan Vinh Nguyen, Akiko Campbell, Changjie Tang
Efficient discovery of contrast subspaces for object explanation and characterization. Knowl. Inf. Syst. 47 (1) (2016)
Guanting Tang, Jian Pei, James Bailey, Guozhu Dong
Mining multidimensional contextual outliers from categorical relational data. Intell. Data Anal. 19 (5) (2015)
Nicholas Skapura, Guozhu Dong
Distribution skew-based binning: Towards mining highly discriminative patterns from EEG/EMG time series. BIBE (2015)
Behzad Ghanbarian, Vahid Taslimitehrani, Guozhu Dong, Yakov A. Pachepsky
Measurement Scale Effect on Prediction of Soil Water Retention Curve and Saturated Hydraulic Conductivity. CoRR (2015)
Amit Krishna Joshi, Pascal Hitzler, Guozhu Dong
Alignment Aware Linked Data Compression. JIST (2015)
Hemant Purohit, Guozhu Dong, Valerie L. Shalin, Krishnaprasad Thirunarayan, Amit P. Sheth
Intent Classification of Short-Text on Social Media. SmartCity (2015)
Hao Yang, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Changjie Tang, Xiaosong Li
Mining Itemset-based Distinguishing Sequential Patterns with Gap Constraint. DASFAA (1) (2015)
Guozhu Dong, Vahid Taslimitehrani
Pattern-Aided Regression Modeling and Prediction Model Analysis. IEEE Trans. Knowl. Data Eng. 27 (9) (2015)
Xianming Wang, Lei Duan, Guozhu Dong, Zhonghua Yu, Changjie Tang
Efficient Mining of Density-Aware Distinguishing Sequential Patterns with Gap Constraints. DASFAA (1) (2014)
Guozhu Dong, Qian Han
Mining Diversified Shared Decision Tree Sets for Discovering Cross Domain Similarities. PAKDD (2) (2014)
Vahid Taslimitehrani, Guozhu Dong
A New CPXR Based Logistic Regression Method and Clinical Prognostic Modeling Results Using the Method on Traumatic Brain Injury. BIBE (2014)
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Akiko Campbell, Changjie Tang
Mining Contrast Subspaces. PAKDD (1) (2014)
Amit Krishna Joshi, Pascal Hitzler, Guozhu Dong
Logical Linked Data Compression. ESWC (2013)
Guanting Tang, James Bailey, Jian Pei, Guozhu Dong
Mining multidimensional contextual outliers from categorical relational data. SSDBM (2013)
Lei Duan, Changjie Tang, Xiaosong Li, Guozhu Dong, Xianming Wang, Jie Zuo, Min Jiang, Zhongqi Li, Yongqing Zhang
Mining effective multi-segment sliding window for pathogen incidence rate prediction. Data Knowl. Eng. 87 (2013)
Guozhu Dong
Cross domain similarity mining: research issues and potential applications including supporting research by analogy. SIGKDD Explor. 14 (1) (2012)
Gang Kou, Yong Shi, Guozhu Dong
Data mining for software trustworthiness. Inf. Sci. 191 (2012)
Qingbao Liu, Guozhu Dong
CPCQ: Contrast pattern based clustering quality index for categorical data. Pattern Recognit. 45 (4) (2012)
Qian Han, Guozhu Dong
Using Attribute Behavior Diversity to Build Accurate Decision Tree Committees for microarray Data. J. Bioinform. Comput. Biol. 10 (4) (2012)
Guozhu Dong, James Bailey
Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book. ICDM Workshops (2011)
Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong
Pattern Space Maintenance for Data Updates and Interactive Mining. Comput. Intell. 26 (3) (2010)
Guozhu Dong, Lei Duan, Changjie Tang
Mining Disease State converters for Medical Intervention of Diseases. J. Bioinform. Comput. Biol. 8 (1) (2010)
Guozhu Dong, Ting Sa
Analyzing and Tracking Weblog Communities Using Discriminative Collection Representatives. SBP (2010)
James Bailey, Guozhu Dong, Anthony Widjaja To
Logical queries over views: Decidability and expressiveness. ACM Trans. Comput. Log. 11 (2) (2010)
Eric Bae, James Bailey, Guozhu Dong
A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings. Data Min. Knowl. Discov. 21 (3) (2010)
Shihong Mao, Charles Wang, Guozhu Dong
Evaluation of Inter-Laboratory and Cross-Platform concordance of DNA microarrays through Discriminating genes and Classifier transferability. J. Bioinform. Comput. Biol. 7 (1) (2009)
Qingbao Liu, Guozhu Dong
A Contrast Pattern Based Clustering Quality Index for Categorical Data. ICDM (2009)
Liping Wang, Qing Li, Na Li, Guozhu Dong, Yu Yang
Substructure similarity measurement in chinese recipes. WWW (2008)
Zhengzheng Xing, Jian Pei, Guozhu Dong, Philip S. Yu
Mining Sequence Classifiers for Early Prediction. SDM (2008)
James Bailey, Guozhu Dong, Anthony Widjaja To
Logical Queries over Views: Decidability and Expressiveness CoRR (2008)
Liping Wang, Qing Li, Guozhu Dong, Yu Li
Semantic knowledge facilities for a web-based recipe database system supporting personalization. Concurr. Comput. Pract. Exp. 20 (7) (2008)
Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong
Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. PAKDD (2007)
Xiaonan Ji, James Bailey, Guozhu Dong
Mining minimal distinguishing subsequence patterns with gap constraints. Knowl. Inf. Syst. 11 (3) (2007)
Xiuzhen Zhang, Pauline Lienhua Chou, Guozhu Dong
Efficient Computation of Iceberg Cubes by Bounding Aggregate Functions. IEEE Trans. Knowl. Data Eng. 19 (7) (2007)
Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong
Minimum Description Length Principle: Generators Are Preferable to Closed Patterns. AAAI (2006)
Eric Bae, James Bailey, Guozhu Dong
Clustering Similarity Comparison Using Density Profiles. Australian Conference on Artificial Intelligence (2006)
Lijun Chen, Guozhu Dong
Succinct and Informative Cluster Descriptions for Document Repositories. WAIM (2006)
Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang
Regression Cubes with Lossless Compression and Aggregation. IEEE Trans. Knowl. Data Eng. 18 (12) (2006)
Chunyu Jiang, Guozhu Dong, Bin Wang
Detection and tracking of region-based evolving targets in sensor networks. ICCCN (2005)
Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han
Divide-and-Approximate: A Novel Constraint Push Strategy for Iceberg Cube Mining. IEEE Trans. Knowl. Data Eng. 17 (3) (2005)
Ke Wang, Benjamin C. M. Fung, Guozhu Dong
Integrating Private Databases for Data Analysis. ISI (2005)
Lusheng Wang, Hao Zhao, Guozhu Dong, Jianping Li
On the complexity of finding emerging patterns. Theor. Comput. Sci. 335 (1) (2005)
Jiawei Han, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang, Y. Dora Cai
Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams. Distributed Parallel Databases 18 (2) (2005)
Guozhu Dong, Jinyan Li
Mining border descriptions of emerging patterns from dataset pairs. Knowl. Inf. Syst. 8 (2) (2005)
Xiaonan Ji, James Bailey, Guozhu Dong
Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints. ICDM (2005)
Chaoyi Pang, Guozhu Dong, Kotagiri Ramamohanarao
Incremental maintenance of shortest distance and transitive closure in first-order logic and SQL. ACM Trans. Database Syst. 30 (3) (2005)
Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Limsoon Wong
Mining Succinct Systems of Minimal Generators of Formal Concepts. DASFAA (2005)
Shihong Mao, Guozhu Dong
Discovery of Highly Differentiative Gene Groups from Microarray Gene Expression Data Using the Gene Club Approach. J. Bioinform. Comput. Biol. 3 (6) (2005)
James Bailey, Guozhu Dong, Kotagiri Ramamohanarao
On the decidability of the termination problem of active database systems. Theor. Comput. Sci. 311 (1-3) (2004)
Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang, Wei Zou
Mining Constrained Gradients in Large Databases. IEEE Trans. Knowl. Data Eng. 16 (8) (2004)
Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao, Limsoon Wong
DeEPs: A New Instance-Based Lazy Discovery and Classification System. Mach. Learn. 54 (2) (2004)
Jinyan Li, Thomas Manoukian, Guozhu Dong, Kotagiri Ramamohanarao
Incremental Maintenance on the Border of the Space of Emerging Patterns. Data Min. Knowl. Discov. 9 (1) (2004)
Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han
Mining Condensed Frequent-Pattern Bases. Knowl. Inf. Syst. 6 (5) (2004)
Lusheng Wang, Hao Zhao, Guozhu Dong, Jianping Li
On the Complexity of Finding Emerging Patterns. COMPSAC Workshops (2004)
Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han
Pushing Aggregate Constraints by Divide-and-Approximate. ICDE (2003)
Guozhu Dong, Leonid Libkin, Limsoon Wong
Incremental recomputation in local languages. Inf. Comput. 181 (2) (2003)
Jiawei Han, Jianyong Wang, Guozhu Dong, Jian Pei, Ke Wang
CubeExplorer: online exploration of data cubes. SIGMOD Conference (2002)
Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang
Online Analytical Processing Stream Data: Is It Feasible? DMKD (2002)
Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang
Multi-Dimensional Regression Analysis of Time-Series Data Streams. VLDB (2002)
Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han
On Computing Condensed Frequent Pattern Bases. ICDM (2002)
Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
Combining the Strength of Pattern Frequency and Distance for Classification. PAKDD (2001)
Guozhu Dong, Kaustubh Deshpande
Efficient Mining of Niches and Set Routines. PAKDD (2001)
Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang
Mining Multi-Dimensional Constrained Gradients in Data Cubes. VLDB (2001)
Jiawei Han, Jian Pei, Guozhu Dong, Ke Wang
Efficient Computation of Iceberg Cubes with Complex Measures. SIGMOD Conference (2001)
Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao
Making Use of the Most Expressive Jumping Emerging Patterns for Classification. Knowl. Inf. Syst. 3 (2) (2001)
Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao
Building Behaviour Knowledge Space to Make Classification Decision. PAKDD (2001)
Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
Emerging Patterns and Classification. ASIAN (2000)
Guozhu Dong, Jianwen Su
Incremental Maintenance of Recursive Views Using Relational Calculus/SQL. SIGMOD Rec. 29 (1) (2000)
Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. ICML (2000)
Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao
Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets. KDD (2000)
Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao
Making Use of the Most Expressive Jumping Emerging Patterns for Classification. PAKDD (2000)
Richard Hull, François Llirbat, Bharat Kumar, Gang Zhou, Guozhu Dong, Jianwen Su
Optimization Techniques for Data-Intensive Decision Flows. ICDE (2000)
Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao
Information-Based Classification by Aggregating Emerging Patterns. IDEAL (2000)
Guozhu Dong, Leonid Libkin, Limsoon Wong
Local properties of query languages. Theor. Comput. Sci. 239 (2) (2000)
Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao
Instance-Based Classification by Emerging Patterns. PKDD (2000)
Guozhu Dong, Louxin Zhang
Separating Auxiliary Arity Hierarchy of First-Order Incremental Evaluation Systems Using (3k+1)-ary Input Relations. Int. J. Found. Comput. Sci. 11 (4) (2000)
Jiawei Han, Guozhu Dong, Yiwen Yin
Efficient Mining of Partial Periodic Patterns in Time Series Database. ICDE (1999)
Chaoyi Pang, Kotagiri Ramamohanarao, Guozhu Dong
(+, <) Maintenance of All-Pairs Shortest Paths for Undirected Graphs after Insertions and Deletions. ICDT (1999)
Jinyan Li, Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao, Qun Sun
Efficient Mining of High Confidience Association Rules without Support Thresholds. PKDD (1999)
Guozhu Dong, Richard Hull, Bharat Kumar, Jianwen Su, Gang Zhou
A Framework for Optimizing Distributed Workflow Executions. DBPL (1999)
Guozhu Dong, Jinyan Li
Efficient Mining of Emerging Patterns: Discovering Trends and Differences. KDD (1999)
Guozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li
CAEP: Classification by Aggregating Emerging Patterns. Discovery Science (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guozhu Dong