Citation Impact
Citing Papers
Design science in information systems research
2004 Standout
An Efficient Algorithm for Mining Association Rules in Large Databases
1995
Dynamic generation and refinement of concept hierarchies for knowledge discovery in databases
1994
Efficient and Effective Clustering Methods for Spatial Data Mining
1994
Intelligent Rollups in Multidimensional OLAP Data
2001
Algorithms for Mining Distance-Based Outliers in Large Datasets
1998
Fast algorithms for mining association rules
1998 Standout
A density-based algorithm for discovering clusters in large spatial Databases with Noise
1996 Standout
Fast Algorithms for Mining Association Rules in Large Databases
1994 Standout
Design Science in Information Systems Research1
2004 Standout
Sentiment analysis algorithms and applications: A survey
2014 Standout
Enabling customer relationship management in ISP services through mining usage patterns
2005
Explaining prediction models and individual predictions with feature contributions
2013 Standout
Concept learning via granular computing: A cognitive viewpoint
2014 Standout
Machine Learning: Algorithms, Real-World Applications and Research Directions
2021 Standout
Survey of Clustering Algorithms
2005 Standout
Approximate Entropy Reducts
2002
Intelligent agents: theory and practice
1995 Standout
Modeling wine preferences by data mining from physicochemical properties
2009 Standout
A METHOD FOR COMPUTING ALL MAXIMALLY GENERAL RULES IN ATTRIBUTE‐VALUE SYSTEMS
1996
Granular Computing: Perspectives and Challenges
2013 Standout
Evolutionary computation: comments on the history and current state
1997
A more efficient attribute self-adaptive co-evolutionary reduction algorithm by combining quantum elitist frogs and cloud model operators
2014
A Survey of Outlier Detection Methodologies
2004 Standout
Dimensionality reduction based on rough set theory: A review
2008
Differential Evolution: A Survey of the State-of-the-Art
2010 Standout
Feature Selection for Monotonic Classification
2011
LOF
2000 Standout
Use of contextual information for feature ranking and discretization
1997
Learning to plan in continuous domains
1994
A review of solar thermal technologies☆
2009 Standout
Wrappers for feature subset selection
1997 Standout
Top 10 algorithms in data mining
2007 Standout
Data clustering
1999 Standout
Intelligent query answering by knowledge discovery techniques
1996
Cost-sensitive boosting for classification of imbalanced data
2007 Standout
Theoretical and Empirical Analysis of ReliefF and RReliefF
2003 Standout
DATA‐BASED ACQUISITION AND INCREMENTAL MODIFICATION OF CLASSIFICATION RULES
1995
A basic agent
1990
An efficient rough feature selection algorithm with a multi-granulation view
2012
Relative reducts in consistent and inconsistent decision tables of the Pawlak rough set model
2009
Application of data mining techniques in customer relationship management: A literature review and classification
2008 Standout
Item-based top-Nrecommendation algorithms
2004 Standout
A logical framework for default reasoning
1988
OPTICS
1999 Standout
Database mining: a performance perspective
1993
Different methods for modeling absorption heat transformer powered by solar pond
2006
Mining association rules between sets of items in large databases
1993 Standout
CLARANS: a method for clustering objects for spatial data mining
2002
Completely Derandomized Self-Adaptation in Evolution Strategies
2001 Standout
From data properties to evidence
1993
Two basic double-quantitative rough set models of precision and grade and their investigation using granular computing
2013
An overview of anomaly detection techniques: Existing solutions and latest technological trends
2007 Standout
Approaches to knowledge reduction based on variable precision rough set model
2003 Standout
Mining frequent patterns without candidate generation
2000 Standout
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry
2006 Standout
Essentials of Artificial Intelligence
1993
Reducts within the variable precision rough sets model: A further investigation
2001
L -diversity
2007 Standout
Learning and optimization using the clonal selection principle
2002 Standout
Efficient attribute-oriented generalization for knowledge discovery from large databases
1998
Soft sets and soft groups
2007 Standout
Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection
2013 Standout
Anomaly detection
2009 Standout
Data Mining: Practical Machine Learning Tools and Techniques
2011 Standout
Knowledge management and data mining for marketing
2001
Electronic word of mouth analysis for service experience
2012
Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
1999 Standout
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
2010
Decision trees: a recent overview
2011 Standout
An Improved Ant Colony Optimization Algorithm Based on Hybrid Strategies for Scheduling Problem
2019 Standout
Constructing a multi-valued and multi-labeled decision tree
2003
On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games
1995 Standout
Interactive visual exploration of association rules with rule-focusing methodology
2006
Data mining: concepts and techniques
2012 Standout
An efficient k-means clustering algorithm: analysis and implementation
2002 Standout
Positive approximation: An accelerator for attribute reduction in rough set theory
2010
A survey on concept drift adaptation
2014 Standout
Finding aggregate proximity relationships and commonalities in spatial data mining
1996
The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
2010 Standout
Rough sets and Boolean reasoning
2006
Measures for unsupervised fuzzy-rough feature selection
2010
A review of novelty detection
2014 Standout
A rough set approach to feature selection based on power set tree
2010
Rough set theory: a data mining tool for semiconductor manufacturing
2001
Abstract-driven pattern discovery in databases
1993
NeuroRule: A Connectionist Approach to Data Mining
2017
Research of reduct features in the variable precision rough set model
2008
Granular Computing Approach to Two-Way Learning Based on Formal Concept Analysis in Fuzzy Datasets
2014 Standout
Rudiments of rough sets
2006
Sample Pair Selection for Attribute Reduction with Rough Set
2012 Standout
Works of Nick Cercone being referenced
Toward a state based conceptual representation
1975
The knowledge frontier: essays in the representation of knowledge
1987
Knowledge Discovery in Databases: An Attribute-Oriented Approach
1992
Using rough sets as tools for knowledge discovery
1995
A Visualization Model of Interactive Knowledge Discovery Systems and Its Implementations
2003
TEN YEARS OF COMPUTATIONAL INTELLIGENCE
1994
LEARNING IN RELATIONAL DATABASES: A ROUGH SET APPROACH
1995
GRG: KNOWLEDGE DISCOVERY USING INFORMATION GENERALIZATION, INFORMATION REDUCTION, AND RULE GENERATION
1996
Integrating rough set theory and medical applications
2007
Applying Machine Learning to Text Segmentation for Information Retrieval
2003
Discovering rules for water demand prediction: An enhanced rough-set approach
1996
Introduction to the special issue on natural language generation
1991
Discovering Maximal Generalized Decision Rules Through Horizontal and Vertical Data Reduction
2001
Rule Quality Measures for Rule Induction Systems: Description and Evaluation
2001
Data Mining via Discretization, Generalization and Rough Set Feature Selection
1999