Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Combinatorial pattern discovery for scientific data: some preliminary results
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
PODS '96 Proceedings of the fifteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Fast discovery of association rules
Advances in knowledge discovery and data mining
NOAA—an expert system managing the telephone network
Proceedings of the fourth international symposium on Integrated network management IV
The working set model for program behavior
Communications of the ACM
Levelwise Search and Borders of Theories in KnowledgeDiscovery
Data Mining and Knowledge Discovery
Mining Sequential Patterns: Generalizations and Performance Improvements
EDBT '96 Proceedings of the 5th International Conference on Extending Database Technology: Advances in Database Technology
Knowledge Discovery from Telecommunication Network Alarm Databases
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Composite Event Specification in Active Databases: Model & Implementation
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Discovery of Multiple-Level Association Rules from Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Mining Generalized Association Rules
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
The Design and Implementation of a Sequence Database System
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Identifying and Using Patterns in Sequential Data
ALT '93 Proceedings of the 4th International Workshop on Algorithmic Learning Theory
CPM '97 Proceedings of the 8th Annual Symposium on Combinatorial Pattern Matching
PODS '96 Proceedings of the fifteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Efficient enumeration of frequent sequences
Proceedings of the seventh international conference on Information and knowledge management
Event detection from time series data
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Mining in a data-flow environment: experience in network intrusion detection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Breaking the barrier of transactions: mining inter-transaction association rules
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Incremental and interactive sequence mining
Proceedings of the eighth international conference on Information and knowledge management
Mining frequent patterns without candidate generation
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Rule Discovery in Telecommunication AlarmData
Journal of Network and Systems Management
Global partial orders from sequential data
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
FreeSpan: frequent pattern-projected sequential pattern mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
High performance data mining (tutorial PM-3)
Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Knowledge Discovery from Series of Interval Events
Journal of Intelligent Information Systems - Data warehousing and knowledge discovery
Sequence mining in categorical domains: incorporating constraints
Proceedings of the ninth international conference on Information and knowledge management
Algorithms for association rule mining — a general survey and comparison
ACM SIGKDD Explorations Newsletter
PlanMine: Predicting Plan Failures Using Sequence Mining
Artificial Intelligence Review - Issues on the application of data mining
Adaptive Intrusion Detection: A Data Mining Approach
Artificial Intelligence Review - Issues on the application of data mining
Personalizing web sites for mobile users
Proceedings of the 10th international conference on World Wide Web
Mining frequent patterns by pattern-growth: methodology and implications
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Mining patterns in long sequential data with noise
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Mining frequent patterns with counting inference
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Multi-dimensional sequential pattern mining
Proceedings of the tenth international conference on Information and knowledge management
Efficient runtime generation of association rules
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 long sequential patterns in a noisy environment
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Knowledge discovery in databases: An overview
Relational Data Mining
Constrained frequent pattern mining: a pattern-growth view
ACM SIGKDD Explorations Newsletter
Recovering software requirements from system-user interaction traces
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
Compact recognizers of episode sequences
Information and Computation
Mining sequential patterns with constraints in large databases
Proceedings of the eleventh international conference on Information and knowledge management
Levelwise Search and Borders of Theories in KnowledgeDiscovery
Data Mining and Knowledge Discovery
Discovery of frequent DATALOG patterns
Data Mining and Knowledge Discovery
Journal of Network and Systems Management
Mining hybrid sequential patterns and sequential rules
Information Systems
Complete Mining of Frequent Patterns from Graphs: Mining Graph Data
Machine Learning
Efficient Mining of Intertransaction Association Rules
IEEE Transactions on Knowledge and Data Engineering
A Machine Learning Approach to Workflow Management
ECML '00 Proceedings of the 11th European Conference on Machine Learning
MSTS: A System for Mining Sets of Time Series
PKDD '00 Proceedings of the 4th 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
SPIRIT: Sequential Pattern Mining with Regular Expression Constraints
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
The 3W Model and Algebra for Unified Data Mining
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Similarity between Event Types in Sequences
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
AIM: Approximate Intelligent Matching for Time Series Data
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
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 Frequent Sequential Patterns under a Similarity Constraint
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Deviation and Association Patterns for Subgroup Mining in Temporal, Spatial, and Textual Data Bases
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Mining Access Patterns Efficiently from Web Logs
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
On Dualization in Products of Forests
STACS '02 Proceedings of the 19th Annual Symposium on Theoretical Aspects of Computer Science
On the Complexity of Generating Maximal Frequent and Minimal Infrequent Sets
STACS '02 Proceedings of the 19th Annual Symposium on Theoretical Aspects of Computer Science
MAPS: A Method for Identifying and Predicting Aberrant Behavior in Time Series
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
The Learning Shell: Automated Macro Construction
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project
DS '02 Proceedings of the 5th International Conference on Discovery Science
DS '00 Proceedings of the Third International Conference on Discovery Science
An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Efficient Parallel Algorithms for Mining Associations
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Parallel Sequence Mining on Shared-Memory Machines
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
User-Driven Navigation Pattern Discovery from Internet Data
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
Mining Indirect Associations in Web Data
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Exploiting Web Log Mining for Web Cache Enhancement
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Efficient Data Mining Based on Formal Concept Analysis
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Mining Sequential Alarm Patterns in a Telecommunication Database
DBTel '01 Proceedings of the VLDB 2001 International Workshop on Databases in Telecommunications II
WebTool: An Integrated Framework for Data Mining
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
A template model for multidimensional inter-transactional association rules
The VLDB Journal — The International Journal on Very Large Data Bases
Application of Temporal Descriptors to Musical Instrument Sound Recognition
Journal of Intelligent Information Systems
From run-time behavior to usage scenarios: an interaction-pattern mining approach
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining intrusion detection alarms for actionable knowledge
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining Asynchronous Periodic Patterns in Time Series Data
IEEE Transactions on Knowledge and Data Engineering
Specific-to-general learning for temporal events
Eighteenth national conference on Artificial intelligence
Algorithms for mining system audit data
Data mining, rough sets and granular computing
On Maximal Frequent and Minimal Infrequent Sets in Binary Matrices
Annals of Mathematics and Artificial Intelligence
Implicit link analysis for small web search
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A Data Mining Algorithm for Generalized Web Prefetching
IEEE Transactions on Knowledge and Data Engineering
Reliable Detection of Episodes in Event Sequences
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Introducing Uncertainty into Pattern Discovery in Temporal Event Sequences
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach
Data Mining and Knowledge Discovery
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
In search of the Horowitz factor
AI Magazine
Process mining: a research agenda
Computers in Industry - Special issue: Process/workflow mining
Pushing Convertible Constraints in Frequent Itemset Mining
Data Mining and Knowledge Discovery
Information Systems - Databases: Creation, management and utilization
Mining Surprising Periodic Patterns
Data Mining and Knowledge Discovery
Fundamenta Informaticae - Special issue on the 9th international conference on rough sets, fuzzy sets, data mining and granular computing (RSFDGrC 2003)
Approximating a collection of frequent sets
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
From sequential pattern mining to structured pattern mining: a pattern-growth approach
Journal of Computer Science and Technology
Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach
IEEE Transactions on Knowledge and Data Engineering
An Efficient Mining and Clustering Algorithm for Interactive Walk-Through Traversal Patterns
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Episode directed acyclic subsequence graph
Nordic Journal of Computing
Scalable sequential pattern mining for biological sequences
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Threshold based Selective Survivability for Optical WDM Mesh Networks
BROADNETS '04 Proceedings of the First International Conference on Broadband Networks
Temporal moving pattern mining for location-based service
Journal of Systems and Software
Interactive sequence discovery by incremental mining
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Evolutionary Rule Mining in Time Series Databases
Machine Learning
Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective
IEEE Transactions on Knowledge and Data Engineering
Reliable detection of episodes in event sequences
Knowledge and Information Systems
Efficient mining of sequential patterns with time constraints by delimited pattern growth
Knowledge and Information Systems
WWW '05 Proceedings of the 14th international conference on World Wide Web
Mining periodic patterns with gap requirement from sequences
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
SMCA: A General Model for Mining Asynchronous Periodic Patterns in Temporal Databases
IEEE Transactions on Knowledge and Data Engineering
Encyclopedia of Computer Science
Topographical proximity for mining network alarm data
Proceedings of the 2005 ACM SIGCOMM workshop on Mining network data
Dynamic syslog mining for network failure monitoring
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Using association rules for fraud detection in web advertising networks
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Cache-conscious frequent pattern mining on a modern processor
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Mining compressed frequent-pattern sets
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Fast Algorithms for Frequent Itemset Mining Using FP-Trees
IEEE Transactions on Knowledge and Data Engineering
Information Sciences—Informatics and Computer Science: An International Journal
Mining condensed frequent-pattern bases
Knowledge and Information Systems
A pattern mining method for interpretation of interaction
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Discovering Frequent Episodes and Learning Hidden Markov Models: A Formal Connection
IEEE Transactions on Knowledge and Data Engineering
Mining Frequent Spatio-Temporal Sequential Patterns
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Efficiently Mining Frequent Closed Partial Orders
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Applications of knowledge discovery
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Inferring definite-clause grammars to express multivariate time series
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Efficient rule discovery in a geo-spatial decision support system
dg.o '02 Proceedings of the 2002 annual national conference on Digital government research
MPM: a hierarchical clustering algorithm using matrix partitioning method for non-numeric data
Journal of Intelligent Information Systems
Perfect hashing schemes for mining traversal patterns
Fundamenta Informaticae
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
Efficient mining of group patterns from user movement data
Data & Knowledge Engineering
Scalability issues in urban traffic systems
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
A fuzzy data mining algorithm for incremental mining of quantitative sequential patterns
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Out-of-core frequent pattern mining on a commodity PC
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Event sequence mining to develop profiles for computer forensic investigation purposes
ACSW Frontiers '06 Proceedings of the 2006 Australasian workshops on Grid computing and e-research - Volume 54
Mining frequent closed cubes in 3D datasets
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Discovering Frequent Closed Partial Orders from Strings
IEEE Transactions on Knowledge and Data Engineering
Cache-conscious frequent pattern mining on modern and emerging processors
The VLDB Journal — The International Journal on Very Large Data Bases
On compressing frequent patterns
Data & Knowledge Engineering
Automated ontology construction for unstructured text documents
Data & Knowledge Engineering
Horn axiomatizations for sequential data
Theoretical Computer Science
Constraint-based sequential pattern mining: the consideration of recency and compactness
Decision Support Systems
Frequent Subtree Mining - An Overview
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Toward terabyte pattern mining: an architecture-conscious solution
Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming
Constraint-based sequential pattern mining: the pattern-growth methods
Journal of Intelligent Information Systems
Out-of-core coherent closed quasi-clique mining from large dense graph databases
ACM Transactions on Database Systems (TODS)
First-order temporal pattern mining with regular expression constraints
Data & Knowledge Engineering
Mining periodic patterns with gap requirement from sequences
ACM Transactions on Knowledge Discovery from Data (TKDD)
Marking time in sequence mining
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
A fast algorithm for finding frequent episodes in event streams
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient mining of iterative patterns for software specification discovery
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
SQUIRE: Sequential pattern mining with quantities
Journal of Systems and Software
Rule discovery for event histories
Intelligent Data Analysis
Monitoring human information processing via intelligent data analysis of EEG recordings
Intelligent Data Analysis
Unsupervised pattern mining from symbolic temporal data
ACM SIGKDD Explorations Newsletter - Special issue on data mining for health informatics
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
Efficient mining of frequent episodes from complex sequences
Information Systems
Discovery and inclusion of SOFA score episodes in mortality prediction
Journal of Biomedical Informatics
Toward supporting real-time mining for data residing on enterprise systems
Expert Systems with Applications: An International Journal
Optimization of frequent itemset mining on multiple-core processor
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Mining sequential patterns for protein fold recognition
Journal of Biomedical Informatics
Automated end-user behaviour assessment tool for remote product and system testing
Expert Systems with Applications: An International Journal
Agent-oriented network intrusion detection system using data mining approaches
International Journal of Agent-Oriented Software Engineering
A time- and memory-efficient frequent itemset discovering algorithm for association rule mining
International Journal of Computer Applications in Technology
Statistical mining of interesting association rules
Statistics and Computing
Frequent pattern mining for kernel trace data
Proceedings of the 2008 ACM symposium on Applied computing
Discovering patterns in categorical time series using IFS
Computational Statistics & Data Analysis
Artificial Intelligence in Medicine
Removing biases in unsupervised learning of sequential patterns
Intelligent Data Analysis
Voting experts: An unsupervised algorithm for segmenting sequences
Intelligent Data Analysis
Contiguous item sequential pattern mining using UpDown Tree
Intelligent Data Analysis
Finding calendar-based periodic patterns
Pattern Recognition Letters
Exploiting temporal relations in mining hepatitis data
New Generation Computing
Mining sequential patterns across time sequences
New Generation Computing
Efficient algorithms for incremental Web log mining with dynamic thresholds
The VLDB Journal — The International Journal on Very Large Data Bases
Extracting spatiotemporal human activity patterns in assisted living using a home sensor network
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
A survey on algorithms for mining frequent itemsets over data streams
Knowledge and Information Systems
Index-BitTableFI: An improved algorithm for mining frequent itemsets
Knowledge-Based Systems
Stream prediction using a generative model based on frequent episodes in event sequences
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient ticket routing by resolution sequence mining
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Temporal pattern discovery for trends and transient effects: its application to patient records
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Modeling dynamic substate chains among massive states
Intelligent Data Analysis - Knowledge Discovery from Data Streams
Mining fuzzy temporal patterns from process instances with weighted temporal graphs
International Journal of Data Analysis Techniques and Strategies
Inductive Logic Programming
Discovery and Integration of Organ-Failure Episodes in Mortality Prediction
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Mining Frequent Diamond Episodes from Event Sequences
MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence
Searching Correlated Objects in a Long Sequence
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
A Tree-Based Approach for Event Prediction Using Episode Rules over Event Streams
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Mining Serial Episode Rules with Time Lags over Multiple Data Streams
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Efficient algorithms for segmentation of item-set time series
Data Mining and Knowledge Discovery
Mining patterns and rules for software specification discovery
Proceedings of the VLDB Endowment
CONTOUR: an efficient algorithm for discovering discriminating subsequences
Data Mining and Knowledge Discovery
Fuzzy Knowledge Discovery from Time Series Data for Events Prediction
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Expert Systems with Applications: An International Journal
A new data structure for asynchronous periodic pattern mining
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Efficient serial episode mining with minimal occurrences
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
A novel approach for process mining based on event types
Journal of Intelligent Information Systems
Log-based transactional workflow mining
Distributed and Parallel Databases
Mining Interventions from Parallel Event Sequences
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Softening the blow of frequent sequence analysis: soft constraints and temporal accuracy
International Journal of Web Engineering and Technology
Mining constraint-based patterns using automatic relaxation
Intelligent Data Analysis
A methodology for extracting temporal properties from sensor network data streams
Proceedings of the 7th international conference on Mobile systems, applications, and services
Classification of software behaviors for failure detection: a discriminative pattern mining approach
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Sustainable operation and management of data center chillers using temporal data mining
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
A lower bound on the sample size needed to perform a significant frequent pattern mining task
Pattern Recognition Letters
Attack Patterns Discovery by Frequent Episodes Mining from Honeypot Systems
ISA '09 Proceedings of the 3rd International Conference and Workshops on Advances in Information Security and Assurance
On mining multi-time-interval sequential patterns
Data & Knowledge Engineering
Describing User Interactions in Adaptive Interactive Systems
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
The subsequence composition of a string
Theoretical Computer Science
Leveraging Call Center Logs for Customer Behavior Prediction
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Quasi-monotonic segmentation of state variable behavior for reactive control
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Mining complex patterns across sequences with gap requirements
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Speedpath analysis based on hypothesis pruning and ranking
Proceedings of the 46th Annual Design Automation Conference
Electronic Commerce Research and Applications
Constructing comprehensive summaries of large event sequences
ACM Transactions on Knowledge Discovery from Data (TKDD)
An inductive database for mining temporal patterns in event sequences
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Temporal data mining for the quality assessment of hemodialysis services
Artificial Intelligence in Medicine
Motif discovery in physiological datasets: A methodology for inferring predictive elements
ACM Transactions on Knowledge Discovery from Data (TKDD)
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining
ACM Transactions on Knowledge Discovery from Data (TKDD)
Mining convergent and divergent sequences in multidimensional data
International Journal of Business Intelligence and Data Mining
ADVICE: A virtual environment for Engineering Change Management
Computers in Industry
Prism: An effective approach for frequent sequence mining via prime-block encoding
Journal of Computer and System Sciences
Mining sequential patterns in the B2B environment
Journal of Information Science
Discovering actionable patterns in event data
IBM Systems Journal
Proceedings of the VLDB Endowment
Mining Frequent Bipartite Episode from Event Sequences
DS '09 Proceedings of the 12th International Conference on Discovery Science
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
Information Sciences: an International Journal
Discovery and prevention of attack episodes by frequent episodes mining and finite state machines
Journal of Network and Computer Applications
GO-SPADE: mining sequential patterns over datasets with consecutive repetitions
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Finding event-oriented patterns in long temporal sequences
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Applying data mining techniques to analyze alert data
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Continuously matching episode rules for predicting future events over event streams
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Mining advertiser-specific user behavior using adfactors
Proceedings of the 19th international conference on World wide web
Temporal pattern discovery in longitudinal electronic patient records
Data Mining and Knowledge Discovery
Extracting trees of quantitative serial episodes
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
A simple characterization on serially constructible episodes
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Towards chip-on-chip neuroscience: fast mining of neuronal spike streams using graphics hardware
Proceedings of the 7th ACM international conference on Computing frontiers
Mining maximal flexible patterns in a sequence
JSAI'07 Proceedings of the 2007 conference on New frontiers in artificial intelligence
Interaction faults caused by third-party external systems: a case study and challenges
ISAS'08 Proceedings of the 5th international conference on Service availability
Efficient mining of recurrent rules from a sequence database
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Mining consequence events in temporal health data
Intelligent Data Analysis - Knowledge Discovery in Bioinformatics
Recsplorer: recommendation algorithms based on precedence mining
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
An algorithmic approach to event summarization
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Information Sciences: an International Journal
Knowledge gathering of fuzzy multi-time-interval sequential patterns
Information Sciences: an International Journal
Frequent subgraph mining on a single large graph using sampling techniques
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Journal of Biomedical Informatics
Discovering frequent patterns in sensitive data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 47th Design Automation Conference
Journal of Computational Neuroscience
A method for discovering components of human rituals from streams of sensor data
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A data mining algorithm for inducing temporal constraint networks
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
New approach for the sequential pattern mining of high-dimensional sequence databases
Decision Support Systems
A data mining approach to identify obligation norms in agent societies
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
Episode rule-based prognosis applied to complex vacuum pumping systems using vibratory data
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Mining frequent k-partite episodes from event sequences
JSAI-isAI'09 Proceedings of the 2009 international conference on New frontiers in artificial intelligence
Internal agent architecture for norm identification
COIN'09 Proceedings of the 5th international conference on Coordination, organizations, institutions, and norms in agent systems
Discovering multi-label temporal patterns in sequence databases
Information Sciences: an International Journal
Rule generation for categorical time series with Markov assumptions
Statistics and Computing
Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research
WebUser: mining unexpected web usage
International Journal of Business Intelligence and Data Mining
Multimedia data mining: state of the art and challenges
Multimedia Tools and Applications
CIMMACS '10 Proceedings of the 9th WSEAS international conference on computational intelligence, man-machine systems and cybernetics
Temporal association rules mining: a heuristic methodology applied to time series databases (TSDBs)
CIMMACS '10 Proceedings of the 9th WSEAS international conference on computational intelligence, man-machine systems and cybernetics
Auditory-inspired sparse representation of audio signals
Speech Communication
Hierarchical visual event pattern mining and its applications
Data Mining and Knowledge Discovery
RuleGrowth: mining sequential rules common to several sequences by pattern-growth
Proceedings of the 2011 ACM Symposium on Applied Computing
Temporal data mining approaches for sustainable chiller management in data centers
ACM Transactions on Intelligent Systems and Technology (TIST)
On-line rule matching for event prediction
The VLDB Journal — The International Journal on Very Large Data Bases
Towards proactive event-driven computing
Proceedings of the 5th ACM international conference on Distributed event-based system
Faster subsequence and don't-care pattern matching on compressed texts
CPM'11 Proceedings of the 22nd annual conference on Combinatorial pattern matching
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining closed episodes with simultaneous events
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A framework for adapting interactive systems to user behavior
Journal of Ambient Intelligence and Smart Environments
CMRules: Mining sequential rules common to several sequences
Knowledge-Based Systems
Fast mining of non-derivable episode rules in complex sequences
MDAI'11 Proceedings of the 8th international conference on Modeling decisions for artificial intelligence
Learning actions in complex software systems
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Mining temporal constraint networks by seed knowledge extension
AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Expert Systems with Applications: An International Journal
Predicting mortality in the intensive care using episodes
IWINAC'05 Proceedings of the First international conference on Mechanisms, Symbols, and Models Underlying Cognition: interplay between natural and artificial computation - Volume Part I
Implicit enumeration of patterns
KDID'04 Proceedings of the Third international conference on Knowledge Discovery in Inductive Databases
Mining sequences of temporal intervals
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Mining approximate motifs in time series
DS'06 Proceedings of the 9th international conference on Discovery Science
Mining sectorial episodes from event sequences
DS'06 Proceedings of the 9th international conference on Discovery Science
Mining association rules from multi-stream time series data on multiprocessor systems
ISPA'05 Proceedings of the Third international conference on Parallel and Distributed Processing and Applications
A novel mining algorithm for periodic clustering sequential patterns
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Efficiently mining maximal frequent mutually associated patterns
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
CAMLS: a constraint-based apriori algorithm for mining long sequences
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
Discovering richer temporal association rules from interval-based data
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Prediction mining – an approach to mining association rules for prediction
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
CIPS: coordinated intrusion prevention system
ICOIN'05 Proceedings of the 2005 international conference on Information Networking: convergence in broadband and mobile networking
Efficient Mining of Gap-Constrained Subsequences and Its Various Applications
ACM Transactions on Knowledge Discovery from Data (TKDD)
Mining a class of complex episodes in event sequences
AAIM'05 Proceedings of the First international conference on Algorithmic Applications in Management
Features for learning local patterns in time-stamped data
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Disjunctive sequential patterns on single data sequence and its anti-monotonicity
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
HVSM: a new sequential pattern mining algorithm using bitmap representation
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Finding temporal features of event-oriented patterns
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
An iterative method for mining frequent temporal patterns
EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
Remarks on the industrial application of inductive database technologies
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Finding itemset-sharing patterns in a large itemset-associated graph
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
A platform for situational awareness in operational BI
Decision Support Systems
Deductive and inductive reasoning on spatio-temporal data
INAP'04/WLP'04 Proceedings of the 15th international conference on Applications of Declarative Programming and Knowledge Management, and 18th international conference on Workshop on Logic Programming
Annals of Mathematics and Artificial Intelligence
Mining association rules in long sequences
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Mining closed episodes from event sequences efficiently
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Finding all minimal infrequent multi-dimensional intervals
LATIN'06 Proceedings of the 7th Latin American conference on Theoretical Informatics
Data mining in inductive databases
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Algorithms to discover complete frequent episodes in sequences
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Investigative behavior profiling with one class SVM for computer forensics
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
Data Mining and Knowledge Discovery
Discovering injective episodes with general partial orders
Data Mining and Knowledge Discovery
Mining association rules from time series to explain failures in a hot-dip galvanizing steel line
Computers and Industrial Engineering
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
HIS'12 Proceedings of the First international conference on Health Information Science
EVIS: a fast and scalable episode matching engine for massively parallel data streams
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part II
Multi-layer episode filtering for the multi-step attack detection
Computer Communications
An orchestration approach for unwanted Internet traffic identification
Computer Networks: The International Journal of Computer and Telecommunications Networking
Journal of Computational Methods in Sciences and Engineering
The long and the short of it: summarising event sequences with serial episodes
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering lag intervals for temporal dependencies
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovery of Periodic Patterns in Sequence Data: A Variance-Based Approach
INFORMS Journal on Computing
Estimation of urban commuting patterns using cellphone network data
Proceedings of the ACM SIGKDD International Workshop on Urban Computing
Improved artificial negative event generation to enhance process event logs
CAiSE'12 Proceedings of the 24th international conference on Advanced Information Systems Engineering
Mining sequential rules common to several sequences with the window size constraint
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Perfect Hashing Schemes for Mining Traversal Patterns
Fundamenta Informaticae
Frequent Subtree Mining - An Overview
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Fundamenta Informaticae - The 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Conputing (RSFDGrC 2003)
Event correlation for operations management of largescale IT systems
Proceedings of the 9th international conference on Autonomic computing
A tree structure for event-based sequence mining
Knowledge-Based Systems
A complete chronicle discovery approach: application to activity analysis
Expert Systems: The Journal of Knowledge Engineering
Failure prediction based on log files using Random Indexing and Support Vector Machines
Journal of Systems and Software
Mining generalized temporal patterns based on fuzzy counting
Expert Systems with Applications: An International Journal
General algorithms for mining closed flexible patterns under various equivalence relations
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Size matters: finding the most informative set of window lengths
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
A parameterizable enumeration algorithm for sequence mining
Theoretical Computer Science
Discovering forward sequences from temporal data
Knowledge-Based Systems
Knowledge discovery of weighted RFM sequential patterns from customer sequence databases
Journal of Systems and Software
Sequential pattern mining -- approaches and algorithms
ACM Computing Surveys (CSUR)
Effective periodic pattern mining in time series databases
Expert Systems with Applications: An International Journal
Identifying stock similarity based on multi-event episodes
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
Mining frequent serial episodes over uncertain sequence data
Proceedings of the 16th International Conference on Extending Database Technology
Survey A model-based survey of alert correlation techniques
Computer Networks: The International Journal of Computer and Telecommunications Networking
Closeness Preference - A new interestingness measure for sequential rules mining
Knowledge-Based Systems
PMBC: Pattern mining from biological sequences with wildcard constraints
Computers in Biology and Medicine
Mind the gap: large-scale frequent sequence mining
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Mining complex event patterns in computer networks
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
TNS: mining top-k non-redundant sequential rules
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Mining high utility episodes in complex event sequences
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering metric temporal constraint networks on temporal databases
Artificial Intelligence in Medicine
A two-phase algorithm for mining sequential patterns with differential privacy
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A temporal pattern mining approach for classifying electronic health record data
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Mining serial-episode rules using minimal occurrences with gap constraint
ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Efficient Time-Stamped Event Sequence Anonymization
ACM Transactions on the Web (TWEB)
Cross-Correlation Measure for Mining Spatio-Temporal Patterns
Journal of Database Management
Editorial: Pattern-growth based frequent serial episode discovery
Data & Knowledge Engineering
Diagnosing root causes of system level performance violations
Proceedings of the International Conference on Computer-Aided Design
A prediction framework based on contextual data to support Mobile Personalized Marketing
Decision Support Systems
Data mining of serial-episode association rules using gap-constrained minimal occurrences
International Journal of Business Intelligence and Data Mining
Frequent episode mining within the latest time windows over event streams
Applied Intelligence
Automatic Generation of System Level Assertions from Transaction Level Models
Journal of Electronic Testing: Theory and Applications
Discovering episodes with compact minimal windows
Data Mining and Knowledge Discovery
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Sequences of events describing the behavior and actions of users orsystems can be collected in several domains. An episode is acollection of events that occur relatively close to each other in agiven partial order. We consider the problem of discoveringfrequently occurring episodes in a sequence. Once such episodes areknown, one can produce rules for describing or predicting thebehavior of the sequence. We give efficient algorithms for thediscovery of all frequent episodes from a given class of episodes,and present detailed experimental results. The methods are in use intelecommunication alarm management.