Using WI Technologies to Develop Intelligent Portals - Research Activities at the WIC Japan Center -
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Rule + Exception Strategies for Security Information Analysis
IEEE Intelligent Systems
A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Organizing Multiple Data Sources for Developing Intelligent e-Business Portals
Data Mining and Knowledge Discovery
Interestingness measures for data mining: A survey
ACM Computing Surveys (CSUR)
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Topological approaches to covering rough sets
Information Sciences: an International Journal
On Three Types of Covering-Based Rough Sets
IEEE Transactions on Knowledge and Data Engineering
Relational peculiarity-oriented mining
Data Mining and Knowledge Discovery
Evaluation of rule interestingness measures in medical knowledge discovery in databases
Artificial Intelligence in Medicine
Mining unexpected multidimensional rules
Proceedings of the ACM tenth international workshop on Data warehousing and OLAP
Brain Activation Detection by Neighborhood One-Class SVM
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Spiral removal of exceptional patients for mining chronic hepatitis data
New Generation Computing
Local peculiarity factor and its application in outlier detection
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
A Profit-Based Business Model for Evaluating Rule Interestingness
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Ways to Develop Human-Level Web Intelligence: A Brain Informatics Perspective
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
An Investigation of Human Problem Solving System: Computation as an Example
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Analyzing Behavior of Objective Rule Evaluation Indices Based on a Correlation Coefficient
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Relationship between generalized rough sets based on binary relation and covering
Information Sciences: an International Journal
Modified algorithms for synthesizing high-frequency rules from different data sources
Knowledge and Information Systems
Finding Functional Groups of Objective Rule Evaluation Indices Using PCA
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
Relationship among basic concepts in covering-based rough sets
Information Sciences: an International Journal
Mining globally interesting patterns from multiple databases using kernel estimation
Expert Systems with Applications: An International Journal
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Developing Grid-based E-finance Portals for Intelligent Risk Management and Decision Making
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Knowledge Reduction of Covering Approximation Space
Transactions on Computational Science V
Reduction about approximation spaces of covering generalized rough sets
International Journal of Approximate Reasoning
Impending web intelligence (WI) and brain informatics (BI) research
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Developing mining-grid centric e-finance portals for risk management
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
WI based multi-aspect data analysis in a brain informatics portal
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Web intelligence meets brain informatics
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
POM centric multi-aspect data analysis for investigating human problem solving function
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Analyzing correlation coefficients of objective rule evaluation indices on classification rules
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Evaluation model of learning effect based on adaptive wavelet neural network
ICNC'09 Proceedings of the 5th international conference on Natural computation
An information entropy-based approach to outlier detection in rough sets
Expert Systems with Applications: An International Journal
Research on rough set theory and applications in China
Transactions on rough sets VIII
Clustering of fMRI data using affinity propagation
BI'10 Proceedings of the 2010 international conference on Brain informatics
Spiral discovery of a separate prediction model from chronic hepatitis data
JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence
Covering based approximation – a new type approach
International Journal of Computational Vision and Robotics
Covering rough sets based on neighborhoods: An approach without using neighborhoods
International Journal of Approximate Reasoning
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
AMT'11 Proceedings of the 7th international conference on Active media technology
A hybrid approach to outlier detection based on boundary region
Pattern Recognition Letters
BI'11 Proceedings of the 2011 international conference on Brain informatics
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Binary relation based rough sets
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Evaluating a rule evaluation support method based on objective rule evaluation indices
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Developing a rule evaluation support method based on objective indices
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Multi-aspect data analysis in brain informatics
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Multi knowledge based rough approximations and applications
Knowledge-Based Systems
Evaluating learning models for a rule evaluation support method based on objective indices
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
“Rule + exception” strategies for knowledge management and discovery
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Investigation of rule interestingness in medical data mining
AM'03 Proceedings of the Second international conference on Active Mining
Spiral multi-aspect hepatitis data mining
AM'03 Proceedings of the Second international conference on Active Mining
MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Multi-strategy instance selection in mining chronic hepatitis data
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
The fourth type of covering-based rough sets
Information Sciences: an International Journal
Peculiarity oriented fMRI brain data analysis for studying human multi-perception mechanism
Cognitive Systems Research
Brain activation detection by neighborhood one-class SVM
Cognitive Systems Research
Information-theoretic measures associated with rough set approximations
Information Sciences: an International Journal
An Axiomatic Approach to the Roughness Measure of Rough Sets
Fundamenta Informaticae
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Related family: A new method for attribute reduction of covering information systems
Information Sciences: an International Journal
Visualization of anomaly data using peculiarity detection on learning vector quantization
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction for health, safety, mobility and complex environments - Volume Part II
| Hi-index | 0.00 |
Peculiarity rules are a new class of rules which can be discovered by searching relevance among a relatively small number of peculiar data. Peculiarity oriented mining in multiple data sources is different from, and complementary to, existing approaches for discovering new, surprising, and interesting patterns hidden in data. A theoretical framework for peculiarity oriented mining is presented. Within the proposed framework, we give a formal interpretation and comparison of three classes of rules, namely, association rules, exception rules, and peculiarity rules, as well as describe how to mine interesting peculiarity rules in multiple databases.