Efficient Mining of Frequent Subgraphs in the Presence of Isomorphism
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Mining Significant Pairs of Patterns from Graph Structures with Class Labels
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Efficient Data Mining for Maximal Frequent Subtrees
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
CloseGraph: mining closed frequent graph patterns
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
State of the art of graph-based data mining
ACM SIGKDD Explorations Newsletter
Graph-based relational learning: current and future directions
ACM SIGKDD Explorations Newsletter
Frequent free tree discovery in graph data
Proceedings of the 2004 ACM symposium on Applied computing
Mining protein family specific residue packing patterns from protein structure graphs
RECOMB '04 Proceedings of the eighth annual international conference on Resaerch in computational molecular biology
CrossMine: Efficient Classification Across Multiple Database Relations
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Mining Frequent Labeled and Partially Labeled Graph Patterns
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Parallel algorithms for mining frequent structural motifs in scientific data
Proceedings of the 18th annual international conference on Supercomputing
Graph indexing: a frequent structure-based approach
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Diagonally Subgraphs Pattern Mining
Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Mining the space of graph properties
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable mining of large disk-based graph databases
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
SPIN: mining maximal frequent subgraphs from graph databases
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining scale-free networks using geodesic clustering
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
An Efficient Algorithm for Discovering Frequent Subgraphs
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
Discovering frequently changing structures from historical structural deltas of unordered XML
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Fast Detection of XML Structural Similarity
IEEE Transactions on Knowledge and Data Engineering
Mining Closed and Maximal Frequent Subtrees from Databases of Labeled Rooted Trees
IEEE Transactions on Knowledge and Data Engineering
Mining and Reasoning on Workflows
IEEE Transactions on Knowledge and Data Engineering
Knowledge Discovery from Transportation Network Data
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Extracting frequent connected subgraphs from large graph sets
Journal of Computer Science and Technology
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Efficiently Mining Frequent Trees in a Forest: Algorithms and Applications
IEEE Transactions on Knowledge and Data Engineering
Frequent Substructure-Based Approaches for Classifying Chemical Compounds
IEEE Transactions on Knowledge and Data Engineering
Mining tree queries in a graph
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
On mining cross-graph quasi-cliques
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Mining closed relational graphs with connectivity constraints
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Integration of profile hidden Markov model output into association rule mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Discovering frequent topological structures from graph datasets
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Key semantics extraction by dependency tree mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
A generalized framework for mining spatio-temporal patterns in scientific data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Qualitative comparison of graph-based and logic-based multi-relational data mining: a case study
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
Finding Frequent Patterns in a Large Sparse Graph*
Data Mining and Knowledge Discovery
eMailSift: Email Classification Based on Structure and Content
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Graph indexing based on discriminative frequent structure analysis
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2004
ACM SIGKDD Explorations Newsletter
Comparison of graph-based and logic-based multi-relational data mining
ACM SIGKDD Explorations Newsletter
Graph mining: Laws, generators, and algorithms
ACM Computing Surveys (CSUR)
MoSS: a program for molecular substructure mining
Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations
Subdue: compression-based frequent pattern discovery in graph data
Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
Automatically discovering design patterns and assessing concern separations for applications
Proceedings of the 2006 ACM symposium on Applied computing
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Clustering graphs by weighted substructure mining
ICML '06 Proceedings of the 23rd international conference on Machine learning
NeMoFinder: dissecting genome-wide protein-protein interactions with meso-scale network motifs
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Frequent subgraph mining in outerplanar graphs
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Generating semantic annotations for frequent patterns with context analysis
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Dynamic Load Balancing for the Distributed Mining of Molecular Structures
IEEE Transactions on Parallel and Distributed Systems
A Joinless Approach for Mining Spatial Colocation Patterns
IEEE Transactions on Knowledge and Data Engineering
Discovering Frequent Graph Patterns Using Disjoint Paths
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 2006 workshop on Memory system performance and correctness
TRIPS and TIDES: new algorithms for tree mining
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Computational aspects of mining maximal frequent patterns
Theoretical Computer Science
Efficiently Mining Frequent Embedded Unordered Trees
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
A General Framework for Mining Frequent Subgraphs from Labeled Graphs
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Graph-based Relational Learning with Application to Security
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Frequent Subtree Mining - An Overview
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
XML structural delta mining: issues and challenges
Data & Knowledge Engineering - Special issue: ER 2003
Mining unconnected patterns in workflows
Information Systems
Mining frequent tree-like patterns in large datasets
Data & Knowledge Engineering
Decentralized load balancing for highly irregular search problems
Microprocessors & Microsystems
Out-of-core coherent closed quasi-clique mining from large dense graph databases
ACM Transactions on Database Systems (TODS)
Netprobe: a fast and scalable system for fraud detection in online auction networks
Proceedings of the 16th international conference on World Wide Web
Estimating the cardinality of RDF graph patterns
Proceedings of the 16th international conference on World Wide Web
A customizable multi-agent system for distributed data mining
Proceedings of the 2007 ACM symposium on Applied computing
FAT-miner: mining frequent attribute trees
Proceedings of the 2007 ACM symposium on Applied computing
Fg-index: towards verification-free query processing on graph databases
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Graph-Based Procedural Abstraction
Proceedings of the International Symposium on Code Generation and Optimization
Efficient mining of weighted interesting patterns with a strong weight and/or support affinity
Information Sciences: an International Journal
Finding what's not there: a new approach to revealing neglected conditions in software
Proceedings of the 2007 international symposium on Software testing and analysis
Entire regularization paths for graph data
Proceedings of the 24th international conference on Machine learning
Correlation search in graph databases
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast best-effort pattern matching in large attributed graphs
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering frequent geometric subgraphs
Information Systems
Semantic annotation of frequent patterns
ACM Transactions on Knowledge Discovery from Data (TKDD)
IEEE Transactions on Knowledge and Data Engineering
Graph-Based Analysis of Human Transfer Learning Using a Game Testbed
IEEE Transactions on Knowledge and Data Engineering
Analyzing sequential patterns in retail databases
Journal of Computer Science and Technology
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Efficient mining of frequent XML query patterns with repeating-siblings
Information and Software Technology
Pattern-based behavior synthesis for FPGA resource reduction
Proceedings of the 16th international ACM/SIGDA symposium on Field programmable gate arrays
A new framework for detecting weighted sequential patterns in large sequence databases
Knowledge-Based Systems
A novel spectral coding in a large graph database
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Taxonomy-superimposed graph mining
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Algorithms for Context Based Sequential Pattern Mining
Fundamenta Informaticae
Substructure similarity measurement in chinese recipes
Proceedings of the 17th international conference on World Wide Web
Inference of node replacement graph grammars
Intelligent Data Analysis
Mining significant graph patterns by leap search
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Efficient aggregation for graph summarization
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Tree model guided candidate generation for mining frequent subtrees from XML documents
ACM Transactions on Knowledge Discovery from Data (TKDD)
Graph mining based on a data partitioning approach
ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75
Partial least squares regression for graph mining
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Inductive Logic Programming
Fuzzy Tree Mining: Go Soft on Your Nodes
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Mining Frequent Closed Unordered Trees Through Natural Representations
ICCS '07 Proceedings of the 15th international conference on Conceptual Structures: Knowledge Architectures for Smart Applications
RAM: Randomized Approximate Graph Mining
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
User Assisted Substructure Extraction in Molecular Data Mining
MDA '08 Proceedings of the 3rd international conference on Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry
DB-FSG: An SQL-Based Approach for Frequent Subgraph Mining
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Mining Edge-Weighted Call Graphs to Localise Software Bugs
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Mining Frequent Connected Subgraphs Reducing the Number of Candidates
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
An integrated, generic approach to pattern mining: data mining template library
Data Mining and Knowledge Discovery
Taming verification hardness: an efficient algorithm for testing subgraph isomorphism
Proceedings of the VLDB Endowment
Frequent pattern-growth approach for document organization
Proceedings of the 2nd international workshop on Ontologies and information systems for the semantic web
Mining frequent cross-graph quasi-cliques
ACM Transactions on Knowledge Discovery from Data (TKDD)
Efficient algorithms for incremental maintenance of closed sequential patterns in large databases
Data & Knowledge Engineering
An Efficiently Computable Graph-Based Metric for the Classification of Small Molecules
DS '08 Proceedings of the 11th International Conference on Discovery Science
Mining Intervals of Graphs to Extract Characteristic Reaction Patterns
DS '08 Proceedings of the 11th International Conference on Discovery Science
Efficient query processing on graph databases
ACM Transactions on Database Systems (TODS)
GADDI: distance index based subgraph matching in biological networks
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
A novel approach for efficient supergraph query processing on graph databases
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
FOGGER: an algorithm for graph generator discovery
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Optimal candidate generation in spatial co-location mining
Proceedings of the 2009 ACM symposium on Applied Computing
Mining frequent trajectory patterns in spatial-temporal databases
Information Sciences: an International Journal
Top-K Correlation Sub-graph Search in Graph Databases
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
A brief survey on anonymization techniques for privacy preserving publishing of social network data
ACM SIGKDD Explorations Newsletter
FTMnodes: Fuzzy tree mining based on partial inclusion
Fuzzy Sets and Systems
On pushing weight constraints deeply into frequent itemset mining
Intelligent Data Analysis
Large-scale graph mining using backbone refinement classes
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning patterns in the dynamics of biological networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Pruning Strategies Based on the Upper Bound of Information Gain for Discriminative Subgraph Mining
Knowledge Acquisition: Approaches, Algorithms and Applications
A Method for Classifying Vertices of Labeled Graphs Applied to Knowledge Discovery from Molecules
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Identifying bug signatures using discriminative graph mining
Proceedings of the eighteenth international symposium on Software testing and analysis
Mining globally distributed frequent subgraphs in a single labeled graph
Data & Knowledge Engineering
Tree mining: Equivalence classes for candidate generation
Intelligent Data Analysis
Discovery of Correlated Sequential Subgraphs from a Sequence of Graphs
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
APPT '09 Proceedings of the 8th International Symposium on Advanced Parallel Processing Technologies
Discovering Emerging Graph Patterns from Chemicals
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Selecting Computer Architectures by Means of Control-Flow-Graph Mining
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Capacity Control for Partially Ordered Feature Sets
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
HDB-Subdue: A Scalable Approach to Graph Mining
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Finding N-Most Prevalent Colocated Event Sets
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Mining spatial object associations for scientific data
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Graph classification based on pattern co-occurrence
Proceedings of the 18th ACM conference on Information and knowledge management
Frequent subgraph pattern mining on uncertain graph data
Proceedings of the 18th ACM conference on Information and knowledge management
gRegress: extracting features from graph transactions for regression
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Extracting common design patterns from a set of solid models
Computer-Aided Design
Comparing stars: on approximating graph edit distance
Proceedings of the VLDB Endowment
Mining tree-structured data on multicore systems
Proceedings of the VLDB Endowment
Output space sampling for graph patterns
Proceedings of the VLDB Endowment
Mining graph patterns efficiently via randomized summaries
Proceedings of the VLDB Endowment
Mining frequent closed patterns in pointset databases
Information Systems
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
Inferring Graph Grammars by Detecting Overlap in Frequent Subgraphs
International Journal of Applied Mathematics and Computer Science - Special Section: Selected Topics in Biological Cybernetics, Special Editors: Andrzej Kasiński and Filip Ponulak
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
The Journal of Machine Learning Research
An efficient algorithm of frequent connected subgraph extraction
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
gPrune: a constraint pushing framework for graph pattern mining
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Text classification using graph mining-based feature extraction
Knowledge-Based Systems
Corpus callosum MR image classification
Knowledge-Based Systems
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
Pattern discovery from graph-structured data: a data mining perspective
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
A method of improving the efficiency of mining sub-structures in molecular structure databases
BNCOD'07 Proceedings of the 24th British national conference on Databases
Knowledge acquisition in intelligent tutoring system: a data mining approach
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Mining closed frequent free trees in graph databases
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Discovery of frequent graph patterns that consist of the vertices with the complex structures
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Mining correlated subgraphs in graph databases
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
What is frequent in a single graph?
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Efficient mining of minimal distinguishing subgraph patterns from graph databases
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Graph summaries for subgraph frequency estimation
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Duplicate candidate elimination and fast support calculation for frequent subgraph mining
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Pattern matching in RNA structures
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
High confidence fragment-based classification rule mining for imbalanced HIV data
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Mining partially labeled subgraphs using support constraints
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
JPMiner: mining frequent jump patterns from graph databases
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Summarization graph indexing: beyond frequent structure-based approach
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
GBLENDER: towards blending visual query formulation and query processing in graph databases
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Towards proximity pattern mining in large graphs
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
GAIA: graph classification using evolutionary computation
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Connected substructure similarity search
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering
DisIClass: discriminative frequent pattern-based image classification
Proceedings of the Tenth International Workshop on Multimedia Data Mining
IEEE Computational Intelligence Magazine
Pruthak: mining and analyzing graph substructures
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Frequent subgraph discovery in dynamic networks
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Frequent subgraph mining on a single large graph using sampling techniques
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Diagnosing memory leaks using graph mining on heap dumps
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering frequent subgraphs over uncertain graph databases under probabilistic semantics
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Semi-supervised feature selection for graph classification
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
MARGIN: Maximal frequent subgraph mining
ACM Transactions on Knowledge Discovery from Data (TKDD)
A new algorithm for mining frequent connected subgraphs based on adjacency matrices
Intelligent Data Analysis
Full duplicate candidate pruning for frequent connected subgraph mining
Integrated Computer-Aided Engineering
Frequent subgraph mining in outerplanar graphs
Data Mining and Knowledge Discovery
Technical Section: Automatic discovery of common design structures in CAD models
Computers and Graphics
Model comparison with GenericDiff
Proceedings of the IEEE/ACM international conference on Automated software engineering
An efficient features-based processing technique for supergraph queries
Proceedings of the Fourteenth International Database Engineering & Applications Symposium
Mining interesting link formation rules in social networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Mining networks with shared items
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
WS-GraphMatching: a web service tool for graph matching
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Efficient algorithms based on relational queries to mine frequent graphs
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
A case study on financial ratios via cross-graph quasi-bicliques
Information Sciences: an International Journal
PrefIndex: an efficient supergraph containment search technique
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Mining for paths in flow graphs
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Mining useful time graph patterns on extensively discussed topics on the web
DASFAA'10 Proceedings of the 15th international conference on Database systems for advanced applications
Frequent sub-graph mining on edge weighted graphs
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Discovery and application of functional dependencies in conjunctive query mining
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Region of interest based image categorization
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Time graph pattern mining for web analysis and information retrieval
WAIM'10 Proceedings of the 11th international conference on Web-age information management
New application of graph mining to video analysis
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Online structural graph clustering using frequent subgraph mining
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Frequent tree pattern mining: A survey
Intelligent Data Analysis
iGraph: a framework for comparisons of disk-based graph indexing techniques
Proceedings of the VLDB Endowment
HADI: Mining Radii of Large Graphs
ACM Transactions on Knowledge Discovery from Data (TKDD)
Mining graphs with constraints on symmetry and diameter
WAIM'10 Proceedings of the 2010 international conference on Web-age information management
An efficient distributed subgraph mining algorithm in extreme large graphs
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Extended papers from NPAR 2010: Multi-perspective compact explosion diagrams
Computers and Graphics
Efficient algorithms for supergraph query processing on graph databases
Journal of Combinatorial Optimization
Relational Graph Mining for Learning Events from Video
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
TGP: mining top-K frequent closed graph pattern without minimum support
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Efficient discovery of frequent subgraph patterns in uncertain graph databases
Proceedings of the 14th International Conference on Extending Database Technology
Improving constrained pattern mining with first-fail-based heuristics
Data Mining and Knowledge Discovery
Review: data mining: Past, present and future
The Knowledge Engineering Review
GRAONTO: A graph-based approach for automatic construction of domain ontology
Expert Systems with Applications: An International Journal
GBLENDER: visual subgraph query formulation meets query processing
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Dynamic network motifs: evolutionary patterns of substructures in complex networks
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Aggregated search in graph databases: preliminary results
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
CPM'11 Proceedings of the 22nd annual conference on Combinatorial pattern matching
Mining frequent closed graphs on evolving data streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Dual active feature and sample selection for graph classification
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Interactive discriminative mining of chemical fragments
ILP'10 Proceedings of the 20th international conference on Inductive logic programming
Computing graph-based lattices from smallest projections
KONT'07/KPP'07 Proceedings of the First international conference on Knowledge processing and data analysis
LGM: mining frequent subgraphs from linear graphs
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Construction of model of structured documents based on machine learning
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
JACKSTRAWS: picking command and control connections from bot traffic
SEC'11 Proceedings of the 20th USENIX conference on Security
From connected frequent graphs to unconnected frequent graphs
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Semantically-guided clustering of text documents via frequent subgraphs discovery
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Parallel structural graph clustering
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Fast graph query processing with a low-cost index
The VLDB Journal — The International Journal on Very Large Data Bases
Social interaction mining in small group discussion using a smart meeting system
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
Graph aggregation based image modeling and indexing for video annotation
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Patterns discovery for efficient structured probabilistic inference
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Network node label acquisition and tracking
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Mining direct antagonistic communities in explicit trust networks
Proceedings of the 20th ACM international conference on Information and knowledge management
Detecting anomalies in graphs with numeric labels
Proceedings of the 20th ACM international conference on Information and knowledge management
A parallel algorithm for computing borders
Proceedings of the 20th ACM international conference on Information and knowledge management
CP-index: on the efficient indexing of large graphs
Proceedings of the 20th ACM international conference on Information and knowledge management
Visualization of networked collaboration in digital ecosystems through two-mode network patterns
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Smolign: A Spatial Motifs-Based Protein Multiple Structural Alignment Method
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
REX: explaining relationships between entity pairs
Proceedings of the VLDB Endowment
Constraint-Based graph mining in large database
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Mining frequent trees based on topology projection
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Don't be afraid of simpler patterns
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Patterns of influence in a recommendation network
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Enhanced DB-Subdue: supporting subtle aspects of graph mining using a relational approach
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Towards generic pattern mining
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
A quantitative comparison of the subgraph miners mofa, gspan, FFSM, and gaston
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
High performance subgraph mining in molecular compounds
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
Knowledge hiding from tree and graph databases
Data & Knowledge Engineering
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Knowledge-Based Systems
Mining spatial colocation patterns: a different framework
Data Mining and Knowledge Discovery
Mining diversity on social media networks
Multimedia Tools and Applications
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
Efficient method to perform isomorphism testing of labeled graphs
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
Discovering re-usable design solutions in web conceptual schemas: metrics and methodology
ICWE'05 Proceedings of the 5th international conference on Web Engineering
Frequency concepts and pattern detection for the analysis of motifs in networks
Transactions on Computational Systems Biology III
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Cl-GBI: a novel approach for extracting typical patterns from graph-structured data
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
To see the wood for the trees: mining frequent tree patterns
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Mining constrained graphs: the case of workflow systems
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Generic pattern mining via data mining template library
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
GTRACE2: improving performance using labeled union graphs
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
OddBall: spotting anomalies in weighted graphs
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Data mining techniques for the screening of age-related macular degeneration
Knowledge-Based Systems
Learning closed sets of labeled graphs for chemical applications
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Using and learning semantics in frequent subgraph mining
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Extracting discriminative patterns from graph structured data using constrained search
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
Indexing and mining of graph database based on interconnected subgraph
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Towards generic pattern mining
ICFCA'05 Proceedings of the Third international conference on Formal Concept Analysis
Multi-lingual detection of terrorist content on the web
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
EGDIM: evolving graph database indexing method
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Frequent temporal social behavior search in information networks
Proceedings of the 21st international conference companion on World Wide Web
Learning from graph data by putting graphs on the lattice
Expert Systems with Applications: An International Journal
An efficient mining algorithm for maximal weighted frequent patterns in transactional databases
Knowledge-Based Systems
Indexing and mining topological patterns for drug discovery
Proceedings of the 15th International Conference on Extending Database Technology
Semi-supervised clustering of graph objects: a subgraph mining approach
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Querying subgraph sets with g-tries
DBSocial '12 Proceedings of the 2nd ACM SIGMOD Workshop on Databases and Social Networks
A structural cluster kernel for learning on graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Effective graph classification based on topological and label attributes
Statistical Analysis and Data Mining
Measuring two-event structural correlations on graphs
Proceedings of the VLDB Endowment
Proceedings of the 16th International Database Engineering & Applications Sysmposium
Privacy-preserving subgraph discovery
DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
Graph-Based relational learning with a polynomial time projection algorithm
ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
BiQL: a query language for analyzing information networks
Bisociative Knowledge Discovery
Review of bisonet abstraction techniques
Bisociative Knowledge Discovery
Algorithms for Context Based Sequential Pattern Mining
Fundamenta Informaticae
Efficiently Mining Frequent Embedded Unordered Trees
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
A General Framework for Mining Frequent Subgraphs from Labeled Graphs
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Graph-based Relational Learning with Application to Security
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Frequent Subtree Mining - An Overview
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Discovering geometric patterns in genomic data
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
An iterative MapReduce approach to frequent subgraph mining in biological datasets
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Mining Induced/Embedded Subtrees using the Level of Embedding Constraint
Fundamenta Informaticae
Efficient mining of correlated sequential patterns based on null hypothesis
Proceedings of the 2012 international workshop on Web-scale knowledge representation, retrieval and reasoning
Discovering informative social subgraphs and predicting pairwise relationships from group photos
Proceedings of the 20th ACM international conference on Multimedia
A general framework to encode heterogeneous information sources for contextual pattern mining
Proceedings of the 21st ACM international conference on Information and knowledge management
Interactive pattern mining on hidden data: a sampling-based solution
Proceedings of the 21st ACM international conference on Information and knowledge management
Graph classification: a diversified discriminative feature selection approach
Proceedings of the 21st ACM international conference on Information and knowledge management
CGStream: continuous correlated graph query for data streams
Proceedings of the 21st ACM international conference on Information and knowledge management
Graph-based workflow recommendation: on improving business process modeling
Proceedings of the 21st ACM international conference on Information and knowledge management
Predicting what lies ahead in the topology of indoor environments
SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
Graph mining for object tracking in videos
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Nearly exact mining of frequent trees in large networks
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
ADBIS'12 Proceedings of the 16th East European conference on Advances in Databases and Information Systems
MultiAspectForensics: mining large heterogeneous networks using tensor
International Journal of Web Engineering and Technology
Mining frequent subgraphs over uncertain graph databases under probabilistic semantics
The VLDB Journal — The International Journal on Very Large Data Bases
NODAR: mining globally distributed substructures from a single labeled graph
Journal of Intelligent Information Systems
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Semi-supervised feature selection using co-occurrent frequent subgraphs
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
An in-depth comparison of subgraph isomorphism algorithms in graph databases
Proceedings of the VLDB Endowment
Efficiently mining frequent subpaths
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
Social-Based Conceptual Links: Conceptual Analysis Applied to Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
FPI: a novel indexing method using frequent patterns for approximate string searches
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Lindex: a lattice-based index for graph databases
The VLDB Journal — The International Journal on Very Large Data Bases
A generic topology discovery approach for huge social networks
Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
QUBLE: blending visual subgraph query formulation with query processing on large networks
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
A direct mining approach to efficient constrained graph pattern discovery
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
The complexity of mining maximal frequent subgraphs
Proceedings of the 32nd symposium on Principles of database systems
Finding the most descriptive substructures in graphs with discrete and numeric labels
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
A multiobjective evolutionary programming framework for graph-based data mining
Information Sciences: an International Journal
OO-FSG: an object-oriented approach to mine frequent subgraphs
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Mining direct antagonistic communities in signed social networks
Information Processing and Management: an International Journal
Mining frequent graph patterns with differential privacy
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Approximate graph mining with label costs
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Preserving privacy and frequent sharing patterns for social network data publishing
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Recovering information recipients in social media via provenance
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
International Journal of Bioinformatics Research and Applications
Mining frequent neighborhood patterns in a large labeled graph
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
From Frequent Features to Frequent Social Links
International Journal of Information System Modeling and Design
Extraction of statistically significant malware behaviors
Proceedings of the 29th Annual Computer Security Applications Conference
Frequent subgraph summarization with error control
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Subtree selection in kernels for graph classification
International Journal of Data Mining and Bioinformatics
Three-objective subgraph mining using multiobjective evolutionary programming
Journal of Computer and System Sciences
A new proposal for graph classification using frequent geometric subgraphs
Data & Knowledge Engineering
Mining and indexing graphs for supergraph search
Proceedings of the VLDB Endowment
Graph classification with imbalanced class distributions and noise
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Weighted path as a condensed pattern in a single attributed DAG
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Mining frequent correlated graphs with a new measure
Expert Systems with Applications: An International Journal
Modelling and exploring historical records to facilitate service composition
International Journal of Web and Grid Services
Graph-based approach for human action recognition using spatio-temporal features
Journal of Visual Communication and Image Representation
Efficient processing of graph similarity queries with edit distance constraints
The VLDB Journal — The International Journal on Very Large Data Bases
Para Miner: a generic pattern mining algorithm for multi-core architectures
Data Mining and Knowledge Discovery
Interesting pattern mining in multi-relational data
Data Mining and Knowledge Discovery
International Journal of Knowledge Discovery in Bioinformatics
G-Tries: a data structure for storing and finding subgraphs
Data Mining and Knowledge Discovery
Querying business process model repositories
World Wide Web
Annals of Mathematics and Artificial Intelligence
Mining closed patterns in relational, graph and network data
Annals of Mathematics and Artificial Intelligence
Mining spatiotemporal patterns in dynamic plane graphs
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
Journal of Biomedical Informatics
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We investigate new approaches for frequent graph-basedpattern mining in graph datasets and propose a novel algorithmcalled gSpan (graph-based Substructure pattern mining),which discovers frequent substructures without candidategeneration. gSpan builds a new lexicographic orderamong graphs, and maps each graph to a unique minimumDFS code as its canonical label. Based on this lexico-graphicorder, gSpan adopts the depth-first search strategyto mine frequent connected subgraphs efficiently. Our performancestudy shows that gSpan substantially outperformsprevious algorithms, sometimes by an order of magnitude.