Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
A guided tour of Chernoff bounds
Information Processing Letters
Proceedings of the sixth international workshop on Machine learning
A Bayesian method for constructing Bayesian belief networks from databases
Proceedings of the seventh conference (1991) on Uncertainty in artificial intelligence
Knowledge discovery in databases: an overview
AI Magazine
Original Contribution: Stacked generalization
Neural Networks
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Data mining of multidimensional remotely sensed images
CIKM '93 Proceedings of the second international conference on Information and knowledge management
An incremental concept formation approach for learning from databases
Theoretical Computer Science - Special issue on formal methods in databases and software engineering
Set-oriented data mining in relational databases
Data & Knowledge Engineering
Efficient parallel data mining for association rules
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
An effective hash-based algorithm for mining association rules
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Knowledge acquisition from databases
Knowledge acquisition from databases
A probabilistic relational model and algebra
ACM Transactions on Database Systems (TODS)
Mining quantitative association rules in large relational tables
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
On linear potential functions for approximating Bayesian computations
Journal of the ACM (JACM)
An object-oriented approach to multi-level association rule mining
CIKM '96 Proceedings of the fifth international conference on Information and knowledge management
Irrelevance and parameter learning in Bayesian networks
Artificial Intelligence
Dynamic itemset counting and implication rules for market basket data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Beyond market baskets: generalizing association rules to correlations
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Scalable parallel data mining for association rules
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Association rules over interval data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
GeoMiner: a system prototype for spatial data mining
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
From data mining to knowledge discovery: an overview
Advances in knowledge discovery and data mining
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
A new framework for itemset generation
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Query flocks: a generalization of association-rule mining
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Exploratory mining and pruning optimizations of constrained associations rules
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Parallel mining algorithms for generalized association rules with classification hierarchy
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Efficiently mining long patterns from databases
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Data mining and KDD: promise and challenges
Future Generation Computer Systems - Special double issue on data mining
A statistical perspective on data mining
Future Generation Computer Systems - Special double issue on data mining
Mining generalized association rules
Future Generation Computer Systems - Special double issue on data mining
Online association rule mining
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Optimization of constrained frequent set queries with 2-variable constraints
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Efficient mining of emerging patterns: discovering trends and differences
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Computing Surveys (CSUR)
Mining frequent patterns without candidate generation
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Efficient search for association rules
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
BIG: an agent for resource-bounded information gathering and decision making
Artificial Intelligence - Special issue on Intelligent internet systems
Algorithms for association rule mining — a general survey and comparison
ACM SIGKDD Explorations Newsletter
Feature Selection for Knowledge Discovery and Data Mining
Feature Selection for Knowledge Discovery and Data Mining
Instance Selection and Construction for Data Mining
Instance Selection and Construction for Data Mining
Applied Intelligence
Data Mining and Knowledge Discovery
A Survey of Methods for Scaling Up Inductive Algorithms
Data Mining and Knowledge Discovery
Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications
Data Mining and Knowledge Discovery
An Information Theoretic Approach to Rule Induction from Databases
IEEE Transactions on Knowledge and Data Engineering
Intelligent Query Answering by Knowledge Discovery Techniques
IEEE Transactions on Knowledge and Data Engineering
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
Efficient Mining of Association Rules in Distributed Databases
IEEE Transactions on Knowledge and Data Engineering
Parallel Mining of Association Rules
IEEE Transactions on Knowledge and Data Engineering
Using a Hash-Based Method with Transaction Trimming for Mining Association Rules
IEEE Transactions on Knowledge and Data Engineering
Efficient Data Mining for Path Traversal Patterns
IEEE Transactions on Knowledge and Data Engineering
Knowledge Retrieval and the World Wide Web
IEEE Intelligent Systems
Data-Driven Discovery of Quantitative Rules in Relational Databases
IEEE Transactions on Knowledge and Data Engineering
Database Mining: A Performance Perspective
IEEE Transactions on Knowledge and Data Engineering
Synthesizing High-Frequency Rules from Different Data Sources
IEEE Transactions on Knowledge and Data Engineering
Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Mining for Strong Negative Associations in a Large Database of Customer Transactions
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
An Adaptive Method of Numerical Attribute Merging for Quantitative Association Rule Mining
ICSC '99 Proceedings of the 5th International Computer Science Conference on Internet Applications
Induction of Fuzzy Characteristic Rules
PKDD '97 Proceedings of the First European Symposium on Principles of Data Mining and Knowledge Discovery
Peculiarity Oriented Multi-database Mining
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Rule Discovery in Large Time-Series Medical Databases
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Text Mining via Information Extraction
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Knowledge Discovery in Databases: An Attribute-Oriented Approach
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Efficient and Effective Clustering Methods for Spatial Data Mining
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
An Efficient Algorithm for Mining Association Rules in Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Sampling Large Databases for Association Rules
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Pattern Discovery in Probabilistic Databases
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Collecting Quality Data for Database Mining
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Efficient Mining of Association Rules in Large Dynamic Databases
BNCOD 16 Proceedings of the 16th British National Conferenc on Databases: Advances in Databases
Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness
PAKDD '98 Proceedings of the Second Pacific-Asia Conference on Research and Development in Knowledge Discovery and Data Mining
Mining Small Databases by Collecting Knowledge
DASFAA '01 Proceedings of the 7th International Conference on Database Systems for Advanced Applications
Multi-layer Incremental Induction
PRICAI '98 Proceedings of the 5th Pacific Rim International Conference on Artificial Intelligence: Topics in Artificial Intelligence
Spatial Data Mining: A Database Approach
SSD '97 Proceedings of the 5th International Symposium on Advances in Spatial Databases
A new algorithm for finding MAP assignments to belief networks
UAI '90 Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Efficient information gathering on the Internet
FOCS '96 Proceedings of the 37th Annual Symposium on Foundations of Computer Science
An extensible meta-learning approach for scalable and accurate inductive learning
An extensible meta-learning approach for scalable and accurate inductive learning
A nearest neighborhood algebra for probabilistic databases
Intelligent Data Analysis
Stacked generalization: when does it work?
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Post-mining: maintenance of association rules by wieghting
Information Systems
An approach to mining bundled commodities
Knowledge-Based Systems
Rule-based dependency models for security protocol analysis
Integrated Computer-Aided Engineering
Fuzzy Association Rule Mining from Spatio-temporal Data
ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I
Expert Systems with Applications: An International Journal
Exploration of term relationship for Bayesian network based sentence retrieval
Pattern Recognition Letters
WSEAS TRANSACTIONS on COMMUNICATIONS
An Improved Database Classification Algorithm for Multi-database Mining
FAW '09 Proceedings of the 3d International Workshop on Frontiers in Algorithmics
Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Discovery of unapparent association rules based on extracted probability
Decision Support Systems
Mining multi-class datasets using genetic relation algorithm for rule reduction
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Mining negative contrast sets from data with discrete attributes
Expert Systems with Applications: An International Journal
Elicitation of fuzzy association rules from positive and negative examples
Fuzzy Sets and Systems
Summary queries for frequent itemsets mining
Journal of Systems and Software
Mining frequent itemsets for protein kinase regulation
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A graph-based optimization algorithm for website topology using interesting association rules
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Analysis of the Effectiveness of the Genetic Algorithms based on Extraction of Association Rules
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Interpretation of extended Pawlak flow graphs using granular computing
Transactions on rough sets VIII
Mining characteristic relations bind to RNA secondary structures
IEEE Transactions on Information Technology in Biomedicine
Pruning association rules using statistics and genetic relation algoritm
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 47th Design Automation Conference
Educational data mining: a review of the state of the art
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Study of a fuzzy clustering algorithm based on interval value
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part I
Inductive learning of disjointness axioms
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part II
Designing of dynamic labor inspection system for construction industry
Expert Systems with Applications: An International Journal
Analyzing security protocols using association rule mining
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Detecting collusion attacks in security protocols
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
An interpretation of flow graphs by granular computing
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Frequent itemsets for genomic profiling
CompLife'05 Proceedings of the First international conference on Computational Life Sciences
Discovering fuzzy association rules with interest and conviction measures
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Association rule mining with chi-squared test using alternate genetic network programming
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Formal concept analysis with constraints by closure operators
ICCS'06 Proceedings of the 14th international conference on Conceptual Structures: inspiration and Application
Predictive combinations of monitor alarms preceding in-hospital code blue events
Journal of Biomedical Informatics
Mining medical specialist billing patterns for health service management
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
Closure-based constraints in formal concept analysis
Discrete Applied Mathematics
High performance evaluation of evolutionary-mined association rules on GPUs
The Journal of Supercomputing
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