Mining the most interesting rules

Mining the most interesting rules

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Transversing itemset lattices with statistical metric pruning

PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Generating non-redundant association rules

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Small is beautiful: discovering the minimal set of unexpected patterns

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Efficient search for association rules

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Depth first generation of long patterns

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Visualizing association rules with interactive mosaic plots

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Targeting the right students using data mining

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Mining and visualizing recommendation spaces for elliptic PDEs with continuous attributes

ACM Transactions on Mathematical Software (TOMS) - Special issue in honor of John Rice's 65th birthday

Using quantitative information for efficient association rule generation

ACM SIGMOD Record

Communication-efficient distributed mining of association rules

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Mining frequent patterns with counting inference

ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”

Discovering critical edge sequences in E-commerce catalogs

Proceedings of the 3rd ACM conference on Electronic Commerce

Evaluating the novelty of text-mined rules using lexical knowledge

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Identifying non-actionable association rules

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Discovering associations with numeric variables

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Is pushing constraints deeply into the mining algorithms really what we want?: an alternative approach for association rule mining

ACM SIGKDD Explorations Newsletter

Constraint-Based Rule Mining in Large, Dense Databases

Data Mining and Knowledge Discovery

Expert-Driven Validation of Rule-Based User Models in Personalization Applications

Data Mining and Knowledge Discovery

A Survey of Temporal Knowledge Discovery Paradigms and Methods

IEEE Transactions on Knowledge and Data Engineering

Knowledge discovery from data?

IEEE Intelligent Systems

Analyzing the Subjective Interestingness of Association Rules

IEEE Intelligent Systems

Simple association rules (SAR) and the SAR-based rule discovery

Computers and Industrial Engineering

Alternative Interest Measures for Mining Associations in Databases

IEEE Transactions on Knowledge and Data Engineering

Mining Optimized Gain Rules for Numeric Attributes

IEEE Transactions on Knowledge and Data Engineering

Efficient Discovery of Functional Dependencies and Armstrong Relations

EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology

Classification Rule Learning with APRIORI-C

EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving

Discovering Association Rules in Large, Dense Databases

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Interesting Fuzzy Association Rules in Quantitative Databases

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Detecting Temporal Change in Event Sequences: An Application to Demographic Data

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

A General Measure of Rule Interestingness

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Interestingness Measures for Fuzzy Association Rules

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Analyzing Quantitative Databases: Image is Everything

Proceedings of the 27th International Conference on Very Large Data Bases

Local and Global Methods in Data Mining: Basic Techniques and Open Problems

ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming

Mining Optimal Class Association Rule Set

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Evaluation of Interestingness Measures for Ranking Discovered Knowledge

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Pruning Redundant Association Rules Using Maximum Entropy Principle

PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Mining Minimal Non-redundant Association Rules Using Frequent Closed Itemsets

CL '00 Proceedings of the First International Conference on Computational Logic

Answering the Most Correlated N Association Rules Efficiently

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

NetCube: A Scalable Tool for Fast Data Mining and Compression

Proceedings of the 27th International Conference on Very Large Data Bases

CrystalBall: a framework for mining variants of association rules

ADC '03 Proceedings of the 14th Australasian database conference - Volume 17

Mining and visualizing recommendation spaces for PDE solvers: the continuous attributes case

Computational science, mathematics and software

Off to new shores: conceptual knowledge discovery and processing

International Journal of Human-Computer Studies

Itemset Trees for Targeted Association Querying

IEEE Transactions on Knowledge and Data Engineering

Efficient Multidimensional Quantitative Hypotheses Generation

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Direct Interesting Rule Generation

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Mining unexpected rules by pushing user dynamics

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining

Playing hide-and-seek with correlations

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining

DeEPs: A New Instance-Based Lazy Discovery and Classification System

Machine Learning

Mining Informative Rule Set for Prediction

Journal of Intelligent Information Systems

Communication-Efficient Distributed Mining of Association Rules

Data Mining and Knowledge Discovery

Selecting the right objective measure for association analysis

Information Systems - Knowledge discovery and data mining (KDD 2002)

On the complexity of inducing categorical and quantitative association rules

Theoretical Computer Science

FARMER: finding interesting rule groups in microarray datasets

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

Interestingness of frequent itemsets using Bayesian networks as background knowledge

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Ordering patterns by combining opinions from multiple sources

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Mining Non-Redundant Association Rules

Data Mining and Knowledge Discovery

Pruning and Visualizing Generalized Association Rules in Parallel Coordinates

IEEE Transactions on Knowledge and Data Engineering

Finding the most interesting correlations in a database: how hard can it be?

Information Systems

Essential classification rule sets

ACM Transactions on Database Systems (TODS)

Generating a Condensed Representation for Association Rules

Journal of Intelligent Information Systems

Visualizing association rules for feedback within the legal system

ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law

Knowledge Discovery with Genetic Programming for Providing Feedback to Courseware Authors

User Modeling and User-Adapted Interaction

Using information retrieval techniques for supporting data mining

Data & Knowledge Engineering

Mining top-K covering rule groups for gene expression data

Proceedings of the 2005 ACM SIGMOD international conference on Management of data

Fast discovery of unexpected patterns in data, relative to a Bayesian network

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Mining risk patterns in medical data

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Using association rules to make rule-based classifiers robust

ADC '05 Proceedings of the 16th Australasian database conference - Volume 39

MAFIA: A Maximal Frequent Itemset Algorithm

IEEE Transactions on Knowledge and Data Engineering

Opportunity map: a visualization framework for fast identification of actionable knowledge

Proceedings of the 14th ACM international conference on Information and knowledge management

Using Information-Theoretic Measures to Assess Association Rule Interestingness

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery

IEEE Transactions on Knowledge and Data Engineering

On Optimal Rule Discovery

IEEE Transactions on Knowledge and Data Engineering

Association mining

ACM Computing Surveys (CSUR)

Interestingness measures for data mining: A survey

ACM Computing Surveys (CSUR)

Market basket analysis in a multiple store environment

Decision Support Systems

Rule interestingness analysis using OLAP operations

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Opportunity map: identifying causes of failure - a deployed data mining system

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Constraining and summarizing association rules in medical data

Knowledge and Information Systems

On Mining Instance-Centric Classification Rules

IEEE Transactions on Knowledge and Data Engineering

Mining maximal hyperclique pattern: A hybrid search strategy

Information Sciences: an International Journal

Dynamic knowledge validation and verification for CBR teledermatology system

Artificial Intelligence in Medicine

Horn axiomatizations for sequential data

Theoretical Computer Science

A data mining approach for retail knowledge discovery with consideration of the effect of shelf-space adjacency on sales

Decision Support Systems

Association mining in time-varying domains

Intelligent Data Analysis

The discovery of association rules from tabular databases comprising nominal and ordinal attributes

Intelligent Data Analysis

Searching for high-support itemsets in itemset trees

Intelligent Data Analysis

Soft constraint based pattern mining

Data & Knowledge Engineering

Multiobjective Optimization in Bioinformatics and Computational Biology

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Mining Pareto-optimal rules with respect to support and confirmation or support and anti-support

Engineering Applications of Artificial Intelligence

Visualization of attractive and repulsive zones between variables

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61

Interactive visual exploration of association rules with rule-focusing methodology

Knowledge and Information Systems

Algorithms for clustering high dimensional and distributed data

Intelligent Data Analysis

Association-based similarity testing and its applications

Intelligent Data Analysis

IP algorithms in compact rough classification modeling

Intelligent Data Analysis

A novel approach for discovering retail knowledge with price information from transaction databases

Expert Systems with Applications: An International Journal

A framework for incremental generation of closed itemsets

Discrete Applied Mathematics

GAM: a guidance enabled association mining environment

International Journal of Business Intelligence and Data Mining

Unsupervised reconstruction mechanism to recover the hypermedia structure of instructional materials on the web based on the association lattice of keywords

DIWEB'06 Proceedings of the 5th WSEAS International Conference on Distance Learning and Web Engineering

New probabilistic interest measures for association rules

Intelligent Data Analysis

Visual Exploration of Frequent Itemsets and Association Rules

Visual Data Mining

A Unified View of Objective Interestingness Measures

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

Mining Association Rules with Respect to Support and Anti-support-Experimental Results

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

A Parameter-Free Associative Classification Method

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery

Scalable pattern mining with Bayesian networks as background knowledge

Data Mining and Knowledge Discovery

Prescreening of Candidate Rules Using Association Rule Mining and Pareto-optimality in Genetic Rule Selection

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

A decision support system for detecting products missing from the shelf based on heuristic rules

Decision Support Systems

Efficient discovery of risk patterns in medical data

Artificial Intelligence in Medicine

Models for association rules based on clustering and correlation

Intelligent Data Analysis

Sequential pattern mining algorithm for automotive warranty data

Computers and Industrial Engineering

Correlated itemset mining in ROC space: a constraint programming approach

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

An Apriori Based Approach to Improve On-line Advertising Performance

Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance

A multiobjective GRASP for rule selection

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

Compression-Based Measures for Mining Interesting Rules

IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence

Evaluating Importance of Conditions in the Set of Discovered Rules

RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

COBRA - mining web for COrporate Brand and Reputation Analysis

Web Intelligence and Agent Systems

RMAIN: Association rules maintenance without reruns through data

Information Sciences: an International Journal

Mining soft-matching rules from textual data

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2

Self-sufficient itemsets: An approach to screening potentially interesting associations between items

ACM Transactions on Knowledge Discovery from Data (TKDD)

Personalizing user-agent interaction

Knowledge-Based Systems

Connection network and optimization of interest metric for one-to-one marketing

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII

Visualizing frequent itemsets, association rules, and sequential patterns in parallel coordinates

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI

Bayesian approaches to ranking sequential patterns interestingness

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

Search bound strategies for rule mining by iterative deepening

AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence

Business insights workbench: an interactive insights discovery solution

Proceedings of the 2007 conference on Human interface: Part II

Discovering association rules in incomplete transactional databases

Transactions on rough sets VI

Extending the soft constraint based mining paradigm

KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases

Ontology based web mining for information gathering

WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics

Cohesion: A concept and framework for confident association discovery with potential application in microarray mining

Applied Soft Computing

A clustering prediction scheme for wireless cellular network

CTS'05 Proceedings of the 2005 international conference on Collaborative technologies and systems

A real coded MOGA for mining classification rules with missing attribute values

Proceedings of the 2011 International Conference on Communication, Computing & Security

Interestingness measures for association rules: Combination between lattice and hash tables

Expert Systems with Applications: An International Journal

RM-Tool: A framework for discovering and evaluating association rules

Advances in Engineering Software

Human disease network guided discovery of interesting itemsets in hospital discharge data

Proceedings of the 2011 workshop on Data mining for medicine and healthcare

Keyphrase extraction in biomedical publications using mesh and intraphrase word co-occurrence information

Proceedings of the ACM fifth international workshop on Data and text mining in biomedical informatics

Summarizing frequent patterns using profiles

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications

Computing frequent itemsets in parallel using partial support trees

PVM/MPI'05 Proceedings of the 12th European PVM/MPI users' group conference on Recent Advances in Parallel Virtual Machine and Message Passing Interface

Evaluating interestingness measures with linear correlation graph

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

Optimized rule mining through a unified framework for interestingness measures

DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery

Rule quality measures in creation and reduction of data rule models

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing

Developments on a multi-objective metaheuristic (MOMH) algorithm for finding interesting sets of classification rules

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization

Measuring attractiveness of rules from the viewpoint of knowledge representation, prediction and efficiency of intervention

AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence

The hows, whys, and whens of constraints in itemset and rule discovery

Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases

A data analysis approach for evaluating the behavior of interestingness measures

DS'05 Proceedings of the 8th international conference on Discovery Science

Mining indirect association rules

ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications

Application of bayesian confirmation measures for mining rules from support-confidence pareto-optimal set

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

A consensus method for prioritising drug-associated target proteins

International Journal of Data Mining and Bioinformatics

Interestingness measures for fixed consequent rules

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning

Association rule variation with respect to time

Proceedings of the CUBE International Information Technology Conference

Identification of the compound subjective rule interestingness measure for rule-based functional description of genes

AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications

Sequential pattern mining -- approaches and algorithms

ACM Computing Surveys (CSUR)

A New Approach to Associative Classification Based on Binary Multi-objective Particle Swarm Optimization

International Journal of Applied Metaheuristic Computing

Constrained Cube Lattices for Multidimensional Database Mining

International Journal of Data Warehousing and Mining

BruteSuppression: a size reduction method for Apriori rule sets

Journal of Intelligent Information Systems

Indirect weighted association rules mining for academic network collaboration recommendations

AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134

Contrasting temporal trend discovery for large healthcare databases

Computer Methods and Programs in Biomedicine

Decision rule length as a basis for evaluation of attribute relevance

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications