Guozhu Dong

Affiliations:
  • Wright State University, Fairborn, Ohio, USA


According to our database1, Guozhu Dong authored at least 151 papers between 1988 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
GrMC: Towards Interpretable Classification Models That Are Also Accurate.
Proceedings of the IEEE International Conference on Knowledge Graph, 2023

2022
Efficient mining of concept-hierarchy aware distinguishing sequential patterns.
Knowl. Based Syst., 2022

2020
Efficient Mining of Outlying Sequence Patterns for Analyzing Outlierness of Sequence Data.
ACM Trans. Knowl. Discov. Data, 2020

2019
Exploiting the Power of Group Differences: Using Patterns to Solve Data Analysis Problems
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, ISBN: 978-3-031-01913-5, 2019

2018
Incremental Computation of Queries.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Emerging Patterns.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Emerging Pattern Based Classification.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Applications of Emerging Patterns for Microarray Gene Expression Data Analysis.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Experimental identification of hard data sets for classification and feature selection methods with insights on method selection.
Data Knowl. Eng., 2018

OCLEP+: One-class Anomaly and Intrusion Detection Using Minimal Length of Emerging Patterns.
CoRR, 2018

Mining distinguishing customer focus sets from online customer reviews.
Computing, 2018

2017
Class Distribution Curve Based Discretization With Application to Wearable Sensors and Medical Monitoring.
Int. J. Monit. Surveillance Technol. Res., 2017

Subpopulation-Wise Conditional Correlation Modeling and Analysis.
Proceedings of the IEEE International Conference on Big Knowledge, 2017

Mining Similarity-Aware Distinguishing Sequential Patterns from Biomedical Sequences.
Proceedings of the Second IEEE International Conference on Data Science in Cyberspace, 2017

Mining Top-k Distinguishing Temporal Sequential Patterns from Event Sequences.
Proceedings of the Database Systems for Advanced Applications, 2017

2016
Efficient discovery of contrast subspaces for object explanation and characterization.
Knowl. Inf. Syst., 2016

Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function.
J. Biomed. Informatics, 2016

Efficient Mining of Discriminating Relationships Among Attributes Involving Arithmetic Operations.
Comput. Intell., 2016

Mining Top-k Distinguishing Sequential Patterns with Flexible Gap Constraints.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

LinkGen: Multipurpose Linked Data Generator.
Proceedings of the Semantic Web - ISWC 2016, 2016

Pattern Aided Classification.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015
Pattern-Aided Regression Modeling and Prediction Model Analysis.
IEEE Trans. Knowl. Data Eng., 2015

Mining multidimensional contextual outliers from categorical relational data.
Intell. Data Anal., 2015

Measurement Scale Effect on Prediction of Soil Water Retention Curve and Saturated Hydraulic Conductivity.
CoRR, 2015

Intent Classification of Short-Text on Social Media.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Alignment Aware Linked Data Compression.
Proceedings of the Semantic Technology - 5th Joint International Conference, 2015

Mining Itemset-based Distinguishing Sequential Patterns with Gap Constraint.
Proceedings of the Database Systems for Advanced Applications, 2015

Distribution skew-based binning: Towards mining highly discriminative patterns from EEG/EMG time series.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Mining Contrast Subspaces.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Mining Diversified Shared Decision Tree Sets for Discovering Cross Domain Similarities.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Efficient Mining of Density-Aware Distinguishing Sequential Patterns with Gap Constraints.
Proceedings of the Database Systems for Advanced Applications, 2014

A New CPXR Based Logistic Regression Method and Clinical Prognostic Modeling Results Using the Method on Traumatic Brain Injury.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

2013
Mining effective multi-segment sliding window for pathogen incidence rate prediction.
Data Knowl. Eng., 2013

Logical Linked Data Compression.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Overview and Analysis of Contrast Pattern Based Classification.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Toward Mining Optimal Emerging Patterns Admidst 1000s of Genes.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Discriminating Gene Transfer and Microarray Concordance Analysis.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

CPC: A Contrast Pattern Based Clustering Algorithm.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Incremental Maintenance of Emerging Patterns.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

More Expressive Contrast Patterns and Their Mining.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Enhancing Traditional Classifiers Using Emerging Patterns.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Overview of Results on Contrast Mining and Applications.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Preliminaries.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Using Emerging Patterns in Outlier and Rare-Class Prediction.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012
Cross domain similarity mining: research issues and potential applications including supporting research by analogy.
SIGKDD Explor., 2012

CPCQ: Contrast pattern based clustering quality index for categorical data.
Pattern Recognit., 2012

Using Attribute Behavior Diversity to Build Accurate Decision Tree Committees for microarray Data.
J. Bioinform. Comput. Biol., 2012

Data mining for software trustworthiness.
Inf. Sci., 2012

2011
Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book.
Proceedings of the Data Mining Workshops (ICDMW), 2011

2010
Logical queries over views: Decidability and expressiveness.
ACM Trans. Comput. Log., 2010

Mining Disease State converters for Medical Intervention of Diseases.
J. Bioinform. Comput. Biol., 2010

A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings.
Data Min. Knowl. Discov., 2010

Pattern Space Maintenance for Data Updates and Interactive Mining.
Comput. Intell., 2010

Analyzing and Tracking Weblog Communities Using Discriminative Collection Representatives.
Proceedings of the Advances in Social Computing, 2010

2009
Incremental Computation of Queries.
Proceedings of the Encyclopedia of Database Systems, 2009

Emerging Patterns.
Proceedings of the Encyclopedia of Database Systems, 2009

Emerging Pattern Based Classification.
Proceedings of the Encyclopedia of Database Systems, 2009

Applications of Emerging Patterns for Microarray Gene Expression Data Analysis.
Proceedings of the Encyclopedia of Database Systems, 2009

Evaluation of Inter-Laboratory and Cross-Platform concordance of DNA microarrays through Discriminating genes and Classifier transferability.
J. Bioinform. Comput. Biol., 2009

A Contrast Pattern Based Clustering Quality Index for Categorical Data.
Proceedings of the ICDM 2009, 2009

2008
Semantic knowledge facilities for a web-based recipe database system supporting personalization.
Concurr. Comput. Pract. Exp., 2008

Substructure similarity measurement in chinese recipes.
Proceedings of the 17th International Conference on World Wide Web, 2008

Mining Sequence Classifiers for Early Prediction.
Proceedings of the SIAM International Conference on Data Mining, 2008

2007
Multi-Dimensional Analysis of Data Streams Using Stream Cubes.
Proceedings of the Data Streams - Models and Algorithms, 2007

Sequence Data Mining
Advances in Database Systems 33, Kluwer, ISBN: 978-0-387-69936-3, 2007

Efficient Computation of Iceberg Cubes by Bounding Aggregate Functions.
IEEE Trans. Knowl. Data Eng., 2007

Mining minimal distinguishing subsequence patterns with gap constraints.
Knowl. Inf. Syst., 2007

Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006
Regression Cubes with Lossless Compression and Aggregation.
IEEE Trans. Knowl. Data Eng., 2006

Succinct and Informative Cluster Descriptions for Document Repositories.
Proceedings of the Advances in Web-Age Information Management, 2006

Clustering Similarity Comparison Using Density Profiles.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Minimum Description Length Principle: Generators Are Preferable to Closed Patterns.
Proceedings of the Proceedings, 2006

2005
Incremental maintenance of shortest distance and transitive closure in first-order logic and SQL.
ACM Trans. Database Syst., 2005

Divide-and-Approximate: A Novel Constraint Push Strategy for Iceberg Cube Mining.
IEEE Trans. Knowl. Data Eng., 2005

On the complexity of finding emerging patterns.
Theor. Comput. Sci., 2005

Mining border descriptions of emerging patterns from dataset pairs.
Knowl. Inf. Syst., 2005

Discovery of Highly Differentiative Gene Groups from Microarray Gene Expression Data Using the Gene Club Approach.
J. Bioinform. Comput. Biol., 2005

Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams.
Distributed Parallel Databases, 2005

Integrating Private Databases for Data Analysis.
Proceedings of the Intelligence and Security Informatics, 2005

Detection and tracking of region-based evolving targets in sensor networks.
Proceedings of the 14th International Conference On Computer Communications and Networks, 2005

Mining Succinct Systems of Minimal Generators of Formal Concepts.
Proceedings of the Database Systems for Advanced Applications, 2005

2004
Mining Constrained Gradients in Large Databases.
IEEE Trans. Knowl. Data Eng., 2004

On the decidability of the termination problem of active database systems.
Theor. Comput. Sci., 2004

DeEPs: A New Instance-Based Lazy Discovery and Classification System.
Mach. Learn., 2004

Mining Condensed Frequent-Pattern Bases.
Knowl. Inf. Syst., 2004

Incremental Maintenance on the Border of the Space of Emerging Patterns.
Data Min. Knowl. Discov., 2004

2003
Incremental recomputation in local languages.
Inf. Comput., 2003

Pushing Aggregate Constraints by Divide-and-Approximate.
Proceedings of the 19th International Conference on Data Engineering, 2003

2002
Multi-Dimensional Regression Analysis of Time-Series Data Streams.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

CubeExplorer: online exploration of data cubes.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

On Computing Condensed Frequent Pattern Bases.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Online Analytical Processing Stream Data: Is It Feasible?
Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002

2001
Making Use of the Most Expressive Jumping Emerging Patterns for Classification.
Knowl. Inf. Syst., 2001

Mining Multi-Dimensional Constrained Gradients in Data Cubes.
Proceedings of the VLDB 2001, 2001

Efficient Computation of Iceberg Cubes with Complex Measures.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Building Behaviour Knowledge Space to Make Classification Decision.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Combining the Strength of Pattern Frequency and Distance for Classification.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Efficient Mining of Niches and Set Routines.
Proceedings of the Knowledge Discovery and Data Mining, 2001

2000
Local properties of query languages.
Theor. Comput. Sci., 2000

Incremental Maintenance of Recursive Views Using Relational Calculus/SQL.
SIGMOD Rec., 2000

Separating Auxiliary Arity Hierarchy of First-Order Incremental Evaluation Systems Using (3k+1)-ary Input Relations.
Int. J. Found. Comput. Sci., 2000

Instance-Based Classification by Emerging Patterns.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Information-Based Classification by Aggregating Emerging Patterns.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Optimization Techniques for Data-Intensive Decision Flows.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Emerging Patterns and Classification.
Proceedings of the Advances in Computing Science, 2000

1999
Declarative workflows that support easy modification and dynamic browsing.
Proceedings of the international joint conference on Work activities coordination and collaboration 1999, 1999

Efficient Mining of High Confidience Association Rules without Support Thresholds.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Efficient Mining of Emerging Patterns: Discovering Trends and Differences.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Incremental <i>FO</i>(+, <) Maintenance of All-Pairs Shortest Paths for Undirected Graphs after Insertions and Deletions.
Proceedings of the Database Theory, 1999

Decidability of First-Order Logic Queries over Views.
Proceedings of the Database Theory, 1999

Efficient Mining of Partial Periodic Patterns in Time Series Database.
Proceedings of the 15th International Conference on Data Engineering, 1999

Data Integration by Describing Sources with Constraint Databases.
Proceedings of the 15th International Conference on Data Engineering, 1999

CAEP: Classification by Aggregating Emerging Patterns.
Proceedings of the Discovery Science, 1999

A Framework for Optimizing Distributed Workflow Executions.
Proceedings of the Research Issues in Structured and Semistructured Database Programming, 1999

1998
Arity Bounds in First-Order Incremental Evaluation and Definition of Polynomial Time Database Queries.
J. Comput. Syst. Sci., 1998

Relational Expressive Power of Constraint Query Languages.
J. ACM, 1998

Incremental View Maintenance By Base Relation Tagging in Distributed Databases.
Distributed Parallel Databases, 1998

Decidability and Undecidability Results for the Termination Problem of Active Database Rules.
Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1998

Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness.
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

1997
Maintaining Transitive Closure in First Order After Node-Set and Edge-Set Deletions.
Inf. Process. Lett., 1997

Some Relationships between the FOIES and S1 Arity Hierarchies.
Bull. EATCS, 1997

Deterministic FOIES are Strictly Weaker.
Ann. Math. Artif. Intell., 1997

Structural Issues in Active Rule Systems.
Proceedings of the Database Theory, 1997

Maintaining Constrained Transitive Closure by Conjunctive Queries.
Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997

1996
Conjunctive Query Containment with Respect to Views and Constraints.
Inf. Process. Lett., 1996

Algorithms for Adapting Materialised Views in Data Warehouses.
Proceedings of the International Symposium on Cooperative Database Systems for Advanced Applications, 1996

Materialized View Adaption in Distributed Databases.
Proceedings of the Concurrency and Parallelism, 1996

1995
Incremental and Decremental Evaluation of Transitive Closure by First-Order Queries
Inf. Comput., July, 1995

On Decompositions of Chain Datalog Programs into <i>P</i> (left-)linear 1-rule Components.
J. Log. Program., 1995

On the Index of Positive Programmed Formal Languages.
Inf. Process. Lett., 1995

Nonrecursive Incremental Evaluation of Datalog Queries.
Ann. Math. Artif. Intell., 1995

Space-Bounded FOIES.
Proceedings of the Fourteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1995

Increment Boundedness and Nonrecursive Incremental Evaluation of Datalog Queries.
Proceedings of the Database Theory, 1995

On Impossibility of Decremental Recomputation of Recursive Queries in Relational Calculus and SQL.
Proceedings of the Database Programming Languages (DBPL-5), 1995

1994
A Framework for Object Migration in Object-Oriented Databases.
Data Knowl. Eng., 1994

1993
On the Monotonicity of (LDL) Logic Programs with Set.
Ann. Math. Artif. Intell., 1993

First-Order Incremental Evaluation of Datalog Queries.
Proceedings of the Database Programming Languages (DBPL-4), Proceedings of the Fourth International Workshop on Database Programming Languages - Object Models and Languages, Manhattan, New York City, USA, 30 August, 1993

1992
Datalog Expressiveness of Chain Queries: Grammar Tools and Characterizations.
Proceedings of the Eleventh ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1992

Incremental Evaluation of Datalog Queries.
Proceedings of the Database Theory, 1992

Discussion Report: Object Migration and Classification.
Proceedings of the Modelling Database Dynamics, 1992

Representation and Translation of Queries in Heterogeneous Databases with Schematic Discrepancies.
Proceedings of the IFIP WG 2.6 Database Semantics Conference on Interoperable Database Systems (DS-5), 1992

On Datalog Linearization of Chain Queries.
Proceedings of the Theoretical Studies in Computer Science, 1992

1991
Localizable Constraints for Object Histories.
Theor. Comput. Sci., 1991

On the Monotonicity of (LDL) Logic Programs with Sets.
Proceedings of the MFDBS 91, 1991

Object Behaviors and Scripts.
Proceedings of the Database Programming Languages: Bulk Types and Persistent Data. 3rd International Workshop, 1991

1990
On the Decomposition of Datalog Program Mappings.
Theor. Comput. Sci., 1990

1989
On Distributed Processibility of Datalog Queries by Decomposing Databases.
Proceedings of the 1989 ACM SIGMOD International Conference on Management of Data, Portland, Oregon, USA, May 31, 1989

1988
On the Composition and Decomposition of Datalog Program Mappings.
Proceedings of the ICDT'88, 2nd International Conference on Database Theory, Bruges, Belgium, August 31, 1988


  Loading...