Exploratory mining and pruning optimizations of constrained associations rules
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
A framework for measuring changes in data characteristics
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
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
Scalable algorithms for mining large databases
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
An efficient algorithm to update large itemsets with early pruning
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Borders: An Efficient Algorithm for Association Generation in Dynamic Databases
Journal of Intelligent Information Systems
Incremental and interactive sequence mining
Proceedings of the eighth international conference on Information and knowledge management
An approach to discovering temporal association rules
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Efficient Rule-Based Attribute-Oriented Induction for Data Mining
Journal of Intelligent Information Systems
ACM Transactions on Information Systems (TOIS)
The segment support map: scalable mining of frequent itemsets
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Mining time-changing data streams
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering the set of fundamental rule changes
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Sliding-window filtering: an efficient algorithm for incremental mining
Proceedings of the tenth international conference on Information and knowledge management
Proceedings of the tenth international conference on Information and knowledge management
Scalable frequent-pattern mining methods: an overview
Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Mining data streams under block evolution
ACM SIGKDD Explorations Newsletter
Is Sampling Useful in Data Mining? A Case in the Maintenance of Discovered Association Rules
Data Mining and Knowledge Discovery
On the Complexity of Mining Quantitative Association Rules
Data Mining and Knowledge Discovery
Effect of Data Distribution in Parallel Mining of Associations
Data Mining and Knowledge Discovery
Expert-Driven Validation of Rule-Based User Models in Personalization Applications
Data Mining and Knowledge Discovery
A lattice-based approach for I/O efficient association rule mining
Information Systems - Databases: Creation, management and utilization
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
Mining Multiple-Level Association Rules in Large Databases
IEEE Transactions on Knowledge and Data Engineering
DEMON: Mining and Monitoring Evolving Data
IEEE Transactions on Knowledge and Data Engineering
Trends in Databases: Reasoning and Mining
IEEE Transactions on Knowledge and Data Engineering
Effect of Data Skewness and Workload Balance in Parallel Data Mining
IEEE Transactions on Knowledge and Data Engineering
A Survey of Temporal Knowledge Discovery Paradigms and Methods
IEEE Transactions on Knowledge and Data Engineering
Exploiting Data Mining Techniques for Broadcasting Data in Mobile Computing Environments
IEEE Transactions on Knowledge and Data Engineering
Synthesizing High-Frequency Rules from Different Data Sources
IEEE Transactions on Knowledge and Data Engineering
Composition of Mining Contexts for Efficient Extraction of Association Rules
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Supporting Efficient Parametric Search of E-Commerce Data: A Loosely-Coupled Solution
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Materialized Data Mining Views
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Efficiently Mining Approximate Models of Associations in Evolving Databases
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Incremental Clustering for Mining in a Data Warehousing Environment
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Mining Surprising Patterns Using Temporal Description Length
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Towards Efficient Re-mining of Frequent Patterns upon Threshold Changes
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
Mining Changes for Real-Life Applications
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Incremental Mining of Schema for Semistructured Data
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Efficient Graph-Based Algorithm for Discovering and Maintaining Knowledge in Large Databases
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Efficient Algorithms for Incremental Update of Frequent Sequences
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Mining Incremental Association Rules with Generalized FP-Tree
AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Active Mining in a Distributed Setting
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
An Efficient Approach for Incremental Association Rule Mining
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A template model for multidimensional inter-transactional association rules
The VLDB Journal — The International Journal on Very Large Data Bases
Unified descriptive language for association rules in data mining
Second international workshop on Intelligent systems design and application
Handbook of data mining and knowledge discovery
Mining and monitoring evolving data
Handbook of massive data sets
Scoring and ranking the data using association rules
Data mining, rough sets and granular computing
Incremental mining of sequential patterns in large databases
Data & Knowledge Engineering
A framework for diagnosing changes in evolving data streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Mining dynamic databases by weighting
Acta Cybernetica
Post-mining: maintenance of association rules by wieghting
Information Systems
Itemset Trees for Targeted Association Querying
IEEE Transactions on Knowledge and Data Engineering
Mining Frequent Itemsets in Distributed and Dynamic Databases
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Optimization of a language for data mining
Proceedings of the 2003 ACM symposium on Applied computing
Maintaining discovered frequent itemsets: cases for changeable database and support
Journal of Computer Science and Technology
Incremental, Online, and Merge Mining of Partial Periodic Patterns in Time-Series Databases
IEEE Transactions on Knowledge and Data Engineering
Go Green: Recycle and Reuse Frequent Patterns
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Information Systems - Databases: Creation, management and utilization
IncSpan: incremental mining of sequential patterns in large database
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
On Change Diagnosis in Evolving Data Streams
IEEE Transactions on Knowledge and Data Engineering
estWin: Online data stream mining of recent frequent itemsets by sliding window method
Journal of Information Science
Efficient Algorithms for Mining and Incremental Update of Maximal Frequent Sequences
Data Mining and Knowledge Discovery
Using information retrieval techniques for supporting data mining
Data & Knowledge Engineering
Efficient incremental maintenance of frequent patterns with FP-tree
Journal of Computer Science and Technology
Indexing Useful Structural Patterns for XML Query Processing
IEEE Transactions on Knowledge and Data Engineering
Information Sciences—Informatics and Computer Science: An International Journal
CanTree: A Tree Structure for Efficient Incremental Mining of Frequent Patterns
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Research issues in data stream association rule mining
ACM SIGMOD Record
IEEE Intelligent Systems
Intelligent information processing II
A fuzzy data mining algorithm for incremental mining of quantitative sequential patterns
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Online Random Shuffling of Large Database Tables
IEEE Transactions on Knowledge and Data Engineering
Mining evolving data streams for frequent patterns
Pattern Recognition
CanTree: a canonical-order tree for incremental frequent-pattern mining
Knowledge and Information Systems
Association mining in time-varying domains
Intelligent Data Analysis
Searching for high-support itemsets in itemset trees
Intelligent Data Analysis
Dynamic Association Rule Mining using Genetic Algorithms
Intelligent Data Analysis
EDUA: An efficient algorithm for dynamic database mining
Information Sciences: an International Journal
Maintenance of maximal frequent itemsets in large databases
Proceedings of the 2007 ACM symposium on Applied computing
Incremental mining for temporal association rules for crime pattern discoveries
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
Maintenance of generalized association rules with multiple minimum supports
Intelligent Data Analysis
Maintenance of discovered sequential patterns for record deletion
Intelligent Data Analysis
A new incremental data mining algorithm using pre-large itemsets
Intelligent Data Analysis
A regression-based temporal pattern mining scheme for data streams
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Discovering during-temporal patterns (DTPs) in large temporal databases
Expert Systems with Applications: An International Journal
Incrementally fast updated frequent pattern trees
Expert Systems with Applications: An International Journal
A framework for incremental generation of closed itemsets
Discrete Applied Mathematics
Maintenance of generalized association rules for record deletion based on the pre-large concept
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
Incremental maintenance of generalized association rules under taxonomy evolution
Journal of Information Science
Efficient algorithms for incremental utility mining
Proceedings of the 2nd international conference on Ubiquitous information management and communication
An efficient algorithm for mining frequent closed itemsets in dynamic transaction databases
International Journal of Intelligent Systems Technologies and Applications
An approach to mining bundled commodities
Knowledge-Based Systems
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
Maintenance of informative ruler sets for predictions
Intelligent Data Analysis
An efficient algorithm for mining temporal high utility itemsets from data streams
Journal of Systems and Software
Maintenance of the prelarge trees for record deletion
MATH'07 Proceedings of the 12th WSEAS International Conference on Applied Mathematics
SemGrAM: integrating semantic graphs into association rule mining
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
An efficient technique for incremental updating of association rules
International Journal of Hybrid Intelligent Systems
Efficient algorithms for incremental Web log mining with dynamic thresholds
The VLDB Journal — The International Journal on Very Large Data Bases
Detecting anomalous longitudinal associations through higher order mining
AIDM '07 Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining - Volume 84
INCREMENTAL EXTRACTION OF ASSOCIATION RULES IN APPLICATIVE DOMAINS
Applied Artificial Intelligence
ACM SIGKDD Explorations Newsletter
Efficiently Discovering Recent Frequent Items in Data Streams
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Mining Temporal Association Patterns under a Similarity Constraint
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Negative Generator Border for Effective Pattern Maintenance
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
A Novel Incremental Algorithm for Frequent Itemsets Mining in Dynamic Datasets
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Updating generalized association rules with evolving taxonomies
Applied Intelligence
RETRACTED: Efficient mining of temporal emerging itemsets from data streams
Expert Systems with Applications: An International Journal
Efficient algorithms for incremental maintenance of closed sequential patterns in large databases
Data & Knowledge Engineering
Expert Systems with Applications: An International Journal
The Pre-FUFP algorithm for incremental mining
Expert Systems with Applications: An International Journal
Maintenance of fast updated frequent pattern trees for record deletion
Computational Statistics & Data Analysis
Handling Dynamic Weights in Weighted Frequent Pattern Mining
IEICE - Transactions on Information and Systems
A decremental algorithm of frequent itemset maintenance for mining updated databases
Expert Systems with Applications: An International Journal
Incremental Maintenance of Frequent Itemsets in Evidential Databases
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Incremental Mining of Ontological Association Rules in Evolving Environments
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
An efficient and effective association-rule maintenance algorithm for record modification
Expert Systems with Applications: An International Journal
A novel manufacturing defect detection method using association rule mining techniques
Expert Systems with Applications: An International Journal
Mining changes in association rules: a fuzzy approach
Fuzzy Sets and Systems
Information Sciences: an International Journal
Mining Indirect Association Rules for Web Recommendation
International Journal of Applied Mathematics and Computer Science
Efficiently maintaining structural associations of semistructured data
PCI'01 Proceedings of the 8th Panhellenic conference on Informatics
Mining the customer's up-to-moment preferences for e-commerce recommendation
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Enhancing SWF for incremental association mining by itemset maintenance
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Evolutionary approach for mining association rules on dynamic databases
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Progressive weighted miner: an efficient method for time-constraint mining
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
When to update the sequential patterns of stream data?
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Evolution and maintenance of frequent pattern space when transactions are removed
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Mining dynamic association rules with comments
Knowledge and Information Systems
Three strategies for concurrent processing of frequent itemset queries using FP-growth
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
Top-down and bottom-up strategies for incremental maintenance of frequent patterns
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Protecting privacy in incremental maintenance for distributed association rule mining
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Association rule mining: models and algorithms
Association rule mining: models and algorithms
Active database systems for monitoring and surveillance
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Research on transaction-item association matrix mining algorithm in large-scale transaction database
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Algorithms for mining frequent itemsets in static and dynamic datasets
Intelligent Data Analysis
Incremental update of cyclic association rules
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
An incremental mining algorithm for maintaining sequential patterns using pre-large sequences
Expert Systems with Applications: An International Journal
Incrementally maintaining classification using an RDBMS
Proceedings of the VLDB Endowment
Expert Systems with Applications: An International Journal
RuleGrowth: mining sequential rules common to several sequences by pattern-growth
Proceedings of the 2011 ACM Symposium on Applied Computing
CMRules: Mining sequential rules common to several sequences
Knowledge-Based Systems
SPO-Tree: efficient single pass ordered incremental pattern mining
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
An efficient itemset mining approach for data streams
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Enumeration tree based emerging patterns mining by using two different supports
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
The augmented itemset tree: a data structure for online maximum frequent pattern mining
DS'11 Proceedings of the 14th international conference on Discovery science
Constraint graph-based frequent pattern updating from temporal databases
Expert Systems with Applications: An International Journal
The apriori stochastic dependency detection (ASDD) algorithm for learning stochastic logic rules
CLIMA IV'04 Proceedings of the 4th international conference on Computational Logic in Multi-Agent Systems
Incremental association rule mining using materialized data mining views
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
Mining interesting XML-enabled association rules with templates
KDID'04 Proceedings of the Third international conference on Knowledge Discovery in Inductive Databases
Optimization of association rules extraction through exploitation of context dependent constraints
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Improved negative-border online mining approaches
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Rule mining for dynamic databases
IWDC'04 Proceedings of the 6th international conference on Distributed Computing
An incremental algorithm for mining generators representation
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Mining the acceleration-like association rules
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Mining the change of customer behavior in fuzzy time-interval sequential patterns
Applied Soft Computing
Constructing complete FP-Tree for incremental mining of frequent patterns in dynamic databases
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
A greedy approach to concurrent processing of frequent itemset queries
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
A fast algorithm for maintenance of association rules in incremental databases
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Incremental maintenance of association rules based on multiple previously mined results
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Mining and validation of localized frequent web access patterns with dynamic tolerance
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
SA-IFIM: incrementally mining frequent itemsets in update distorted databases
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
On-line association rules mining with dynamic support
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Incremental data mining using concurrent online refresh of materialized data mining views
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
A decremental algorithm for maintaining frequent itemsets in dynamic databases
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Maintenance of generalized association rules under transaction update and taxonomy evolution
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Optimizing a sequence of frequent pattern queries
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Adjustment of indirect association rules for the web
SOFSEM'05 Proceedings of the 31st international conference on Theory and Practice of Computer Science
Statistical supports for frequent itemsets on data streams
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
On multiple query optimization in data mining
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A novel incremental approach to association rules mining in inductive databases
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Incremental association mining based on maximal itemsets
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
An incremental mining algorithm for high utility itemsets
Expert Systems with Applications: An International Journal
Flexible online association rule mining based on multidimensional pattern relations
Information Sciences: an International Journal
Partition-Based approach to processing batches of frequent itemset queries
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Dataset filtering based association rule updating in small-sized temporal databases
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Incremental update on probabilistic frequent itemsets in uncertain databases
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Distributed methodology of cantree construction
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
An incremental mining algorithm for association rules based on minimal perfect hashing and pruning
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
Trie: An alternative data structure for data mining algorithms
Mathematical and Computer Modelling: An International Journal
Temporal data mining with up-to-date pattern trees
Expert Systems with Applications: An International Journal
Incremental itemset mining based on matrix apriori algorithm
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Research on Key Technology in Remote Education System of Spirit Diagnosing by Eye in TCM
International Journal of Distance Education Technologies
When Is the Right Time to Refresh Knowledge Discovered from Data?
Operations Research
A Framework for Synthesizing Arbitrary Boolean Queries Induced by Frequent Itemsets
International Journal of Knowledge-Based Organizations
Identifying streaming frequent items in ad hoc time windows
Data & Knowledge Engineering
Incrementally mining high utility patterns based on pre-large concept
Applied Intelligence
| Hi-index | 0.02 |
An incremental updating technique is developed for maintenance of the association rules discovered by database mining. There have been many studies on efficient discovery of association rules in large databases. However, it is nontrivial to maintain such discovered rules in large databases because a database may allow frequent or occasional updates and such updates may not only invalidate some existing strong association rules but also turn some weak rules into strong ones. In this study, an incremental updating technique is proposed for efficient maintenance of discovered association rules when new transaction data are added to a transaction database.