Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Quick and incomplete responses: the semantic approach
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Translating description logics to information server queries
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Interface support for data archeology
CIKM '93 Proceedings of the second international conference on Information and knowledge management
PODS '94 Proceedings of the thirteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Finding interesting rules from large sets of discovered association rules
CIKM '94 Proceedings of the third international conference on Information and knowledge management
Hierarchical classification as an aid to database and hit-list browsing
CIKM '94 Proceedings of the third international conference on Information and knowledge management
DBLearn: a system prototype for knowledge discovery in relational databases
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Mining knowledge at multiple concept levels
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
The role of domain knowledge in data mining
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
Enhancing database correctness: a statistical approach
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Mining quantitative association rules in large relational tables
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Data mining using two-dimensional optimized association rules: scheme, algorithms, and visualization
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
IDEA: interactive data exploration and analysis
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
An object-oriented approach to multi-level association rule mining
CIKM '96 Proceedings of the fifth international conference on Information and knowledge management
Beyond market baskets: generalizing association rules to correlations
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Association rules over interval data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Post-process feedback with and without attribute focusing: a comparative evaluation
ICSE '93 Proceedings of the 15th international conference on Software Engineering
Knowledge discovery in the Split Up project
Proceedings of the 6th international conference on Artificial intelligence and law
Intensional query processing using data mining approaches
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Mining fuzzy association rules
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
New Techniques for Data Reduction in a Database System for Knowledge Discovery Applications
Journal of Intelligent Information Systems
Using domain knowledge in knowledge discovery
Proceedings of the eighth international conference on Information and knowledge management
Data mining library reuse patterns using generalized association rules
Proceedings of the 22nd international conference on Software engineering
Computational Economics - Computational Studies at Stanford
Genome scale prediction of protein functional class from sequence using data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
High performance clustering based on the similarity join
Proceedings of the ninth international conference on Information and knowledge management
ADC '01 Proceedings of the 12th Australasian database conference
Relational Data Mining
Knowledge discovery in databases: An overview
Relational Data Mining
Progress in Intelligent Data Analysis
Applied Intelligence
Incremental Iterative Retrieval and Browsingfor Efficient Conversational CBR Systems
Applied Intelligence
Data Mining and Knowledge Discovery
Beyond Market Baskets: Generalizing Association Rules to Dependence Rules
Data Mining and Knowledge Discovery
Survey of Spatio-Temporal Databases
Geoinformatica
Effective discovery of exception class association rules
Journal of Computer Science and Technology
Enterprise Knowledge Management
Computer
Inference in MLS Database Systems
IEEE Transactions on Knowledge and Data Engineering
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
Efficient Mining of Association Rules in Distributed Databases
IEEE Transactions on Knowledge and Data Engineering
Semantics, Consistency, and Query Processing of Empirical Deductive Databases
IEEE Transactions on Knowledge and Data Engineering
Mining Associations with the Collective Strength Approach
IEEE Transactions on Knowledge and Data Engineering
Pincer-Search: An Efficient Algorithm for Discovering the Maximum Frequent Set
IEEE Transactions on Knowledge and Data Engineering
CLARANS: A Method for Clustering Objects for Spatial Data Mining
IEEE Transactions on Knowledge and Data Engineering
Designing a Kernel for Data Mining
IEEE Expert: Intelligent Systems and Their Applications
Guest Editor's Introduction: Knowledge-Management Systems-Converting and Connecting
IEEE Intelligent Systems
A Case Study of Software Process Improvement During Development
IEEE Transactions on Software Engineering
Inducing Logic Programs With Genetic Algorithms: The Genetic Logic Programming System
IEEE Expert: Intelligent Systems and Their Applications
Data Mining and Knowledge Discovery: Making Sense Out of Data
IEEE Expert: Intelligent Systems and Their Applications
The new k-windows algorithm for improving the k-means clustering algorithm
Journal of Complexity
Knowledge discovery with second-order relations
Knowledge and Information Systems
Systems for Knowledge Discovery in Databases
IEEE Transactions on Knowledge and Data Engineering
Database Mining: A Performance Perspective
IEEE Transactions on Knowledge and Data Engineering
Abstract-Driven Pattern Discovery in Databases
IEEE Transactions on Knowledge and Data Engineering
From Data Properties to Evidence
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Induction of Meta-Knowledge About Knowledge Discovery
IEEE Transactions on Knowledge and Data Engineering
Mining Weighted Association Rules for Fuzzy Quantitative Items
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Interestingness Measures for Fuzzy Association Rules
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
A Neural Networks Based Approach for Fast Mining Characteristic Rules
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Discovering Knowledge from Meteorological Databases: A Meteorological Aviation Forecast Study
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Making Decision Trees More Accurate by Losing Information
FoIKS '00 Proceedings of the First International Symposium on Foundations of Information and Knowledge Systems
Web-Based Cluster Analysis System for China and Hong Kong's Stock Market
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Framework of a Multi-agent KDD System
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Some Heuristics for Default Knowledge Discovery
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Efficient Search of Reliable Exceptions
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A Concurrent Approach to the Key-Preserving Attribute-Oriented Induction Method
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Data Mining and Modeling in Scientific Databases
SSDBM '97 Proceedings of the Ninth International Conference on Scientific and Statistical Database Management
Discovering Mechanisms: A Computational Philosophy of Science Perspective
DS '01 Proceedings of the 4th International Conference on Discovery Science
SSDBM '97 Proceedings of the Ninth International Conference on Scientific and Statistical Database Management
PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases
SSDBM '97 Proceedings of the Ninth International Conference on Scientific and Statistical Database Management
An Intelligent Decision Support Model for Aviation Weather Forcasting
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Selecting the right interestingness measure for association patterns
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Knowledge discovery in databases: the purpose, necessity, and challenges
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
String pattern matching for a deluge survival kit
Handbook of massive data sets
DBMiner: a system for data mining in relational databases and data warehouses
CASCON '97 Proceedings of the 1997 conference of the Centre for Advanced Studies on Collaborative research
Mining dynamic databases by weighting
Acta Cybernetica
Intelligent data analysis
Post-mining: maintenance of association rules by wieghting
Information Systems
Automated elicitation of inclusion dependencies from the source code for database transactions
Journal of Software Maintenance: Research and Practice
The Knowledge Engineering Review
Text mining: generating hypotheses from MEDLINE
Journal of the American Society for Information Science and Technology
Implementation of data mining techniques in construction estimating
Neural, Parallel & Scientific Computations - Special issue: Computing intelligence in management
Knowledge extraction from construction cost databases using fuzzy queries
Design and application of hybrid intelligent systems
Decision trees using class hierarchy
Design and application of hybrid intelligent systems
Theory and application of cellular automata for pattern classification
Fundamenta Informaticae - Special issue on cellular automata
RRIA: a rough set and rule tree based incremental knowledge acquisition algorithm
Fundamenta Informaticae - Special issue on the 9th international conference on rough sets, fuzzy sets, data mining and granular computing (RSFDGrC 2003)
Multi-objective rule mining using genetic algorithms
Information Sciences: an International Journal - Special issue: Soft computing data mining
On the discovery of significant statistical quantitative rules
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Visualizing 3D scenes using non-linear projections and data mining of previous camera movements
AFRIGRAPH '04 Proceedings of the 3rd international conference on Computer graphics, virtual reality, visualisation and interaction in Africa
Visualizing association rules for feedback within the legal system
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Information Sciences—Informatics and Computer Science: An International Journal
Protecting medical data for decision-making analyses
Journal of Medical Systems - Special issue: Computer-based medical systems
Toward tighter integration of web search with a geographic information system
Proceedings of the 15th international conference on World Wide Web
Introduction to the special issue on successful real-world data mining applications
ACM SIGKDD Explorations Newsletter
The impact of data accuracy on system learning
Journal of Management Information Systems - Special section: Research in integrating learning capabilities into information systems
Grid implementation of the Apriori algorithm
Advances in Engineering Software
Constraint-based sequential pattern mining: the consideration of recency and compactness
Decision Support Systems
World Wide Web
Mining Nonambiguous Temporal Patterns for Interval-Based Events
IEEE Transactions on Knowledge and Data Engineering
Detecting graph-based spatial outliers
Intelligent Data Analysis
A cost model to estimate the effort of data mining projects (DMCoMo)
Information Systems
Mining pure linguistic associations from numerical data
International Journal of Approximate Reasoning
Fuzzy transform in the analysis of data
International Journal of Approximate Reasoning
Applying data mining and XML technology to build a web-based house trading and matching system
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
An evolutionary data clustering algorithm
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
A web-based ERP data mining system for decision making
International Journal of Computer Applications in Technology
Data mining technique for collaborative server log file analysis
ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
Extracting Information from Flexible Receptor-Flexible Ligand Docking Experiments
BSB '08 Proceedings of the 3rd Brazilian symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
EFFECTIVENESS OF SUPPORT VECTOR MACHINE FOR CRIME HOT-SPOTS PREDICTION
Applied Artificial Intelligence
Toward data mining engineering: A software engineering approach
Information Systems
Categorizing the world of registries
Journal of Biomedical Informatics
Discovering subword associations in strings in time linear in the output size
Journal of Discrete Algorithms
International Journal of Business Information Systems
On mining multi-time-interval sequential patterns
Data & Knowledge Engineering
Advances of the DBLearn system for knowledge discovery in large databases
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Augmenting transportation-related recommendations through data mining
International Journal of Advanced Intelligence Paradigms
Fuzzy transforms method and attribute dependency in data analysis
Information Sciences: an International Journal
Case-Based Reasoning to explain medical model exceptions
International Journal of Advanced Intelligence Paradigms
Search bound strategies for rule mining by iterative deepening
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
An engineering approach to data mining projects
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
A theoretical framework for knowledge discovery in databases based on probabilistic logic
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
The Knowledge Engineering Review
Data mining and knowledge discovery in databases: applications in astronomy and planetary science
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Mining negative generalized knowledge from relational databases
Knowledge-Based Systems
Rule extraction from support vector machines: A review
Neurocomputing
A performance evaluation framework for association mining in spatial data
Journal of Intelligent Information Systems
From log files to valuable information using data mining techniques
ICOSSSE'05 Proceedings of the 4th WSEAS/IASME international conference on System science and simulation in engineering
Data mining technique for collaborative server activity analysis
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
A data mining technique for data clustering based on genetic algorithm
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Diagnosis of cardiac arrhythmia using fuzzy immune approach
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Internet Auction Fraud Detection Using Social Network Analysis and Classification Tree Approaches
International Journal of Electronic Commerce
Effect of similar behaving attributes in mining of fuzzy association rules in the large databases
ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
Incremental attribute reduction based on elementary sets
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
An approach to mining local causal relationships from databases
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
An application of apriori algorithm on a diabetic database
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Visualization tree, multiple linked analytical decisions
SG'05 Proceedings of the 5th international conference on Smart Graphics
Information Sciences: an International Journal
Inducing decision trees with an ant colony optimization algorithm
Applied Soft Computing
RRIA: A Rough Set and Rule Tree Based Incremental Knowledge Acquisition Algorithm
Fundamenta Informaticae - The 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Conputing (RSFDGrC 2003)
Theory and Application of Cellular Automata For Pattern Classification
Fundamenta Informaticae - Cellular Automata
Information Sciences: an International Journal
Detection of fuzzy association rules by fuzzy transforms
Advances in Fuzzy Systems - Special issue on Fuzzy Functions, Relations, and Fuzzy Transforms (2012)
Improving the interpretability of classification rules discovered by an ant colony algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
FARP: Mining fuzzy association rules from a probabilistic quantitative database
Information Sciences: an International Journal
Communications of the ACM
An undergraduate degree in data science: curriculum and a decade of implementation experience
Proceedings of the 45th ACM technical symposium on Computer science education
A time-efficient breadth-first level-wise lattice-traversal algorithm to discover rare itemsets
Data Mining and Knowledge Discovery
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From the Publisher:Knowledge Discovery in Databases brings together current research on the exciting problem of discovering useful and interesting knowledge in databases. It spans many different approaches to discovery, including inductive learning, bayesian statistics, semantic query optimization, knowledge acquisition for expert systems, information theory, and fuzzy 1 sets. The rapid growth in the number and size of databases creates a need for tools and techniques for intelligent data understanding. Relationships and patterns in data may enable a manufacturer to discover the cause of a persistent disk failure or the reason for consumer complaints. But today's databases hide their secrets beneath a cover of overwhelming detail. The task of uncovering these secrets is called "discovery in databases." This loosely defined subfield of machine learning is concerned with discovery from large amounts of possible uncertain data. Its techniques range from statistics to the use of domain knowledge to control search. Following an overview of knowledge discovery in databases, thirty technical chapters are grouped in seven parts which cover discovery of quantitative laws, discovery of qualitative laws, using knowledge in discovery, data summarization, domain specific discovery methods, integrated and multi-paradigm systems, and methodology and application issues. An important thread running through the collection is reliance on domain knowledge, starting with general methods and progressing to specialized methods where domain knowledge is built in. Gregory Piatetski-Shapiro is Senior Member of Technical Staff and Principal Investigator of the Knowledge Discovery Project at GTELaboratories. William Frawley is Principal Member of Technical Staff at GTE and Principal Investigator of the Learning in Expert Domains Project.