Guest Editors‘ Introduction: On Applied Research in MachineLearning
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Robust classification systems for imprecise environments
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A classification-based methodology for planning audit strategies in fraud detection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Algorithmic cost estimation for software evolution
Proceedings of the 22nd international conference on Software engineering
Web usage mining for Web site evaluation
Communications of the ACM
Active learning using adaptive resampling
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Predictive modeling in automotive direct marketing: tools, experiences and open issues
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Robust Classification for Imprecise Environments
Machine Learning
Developing and delivering a data warehousing and mining course
Communications of the AIS
Optimization of sequence queries in database systems
PODS '01 Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
E-privacy in 2nd generation E-commerce: privacy preferences versus actual behavior
Proceedings of the 3rd ACM conference on Electronic Commerce
Proceedings of the tenth international conference on Information and knowledge management
Cluster validity methods: part I
ACM SIGMOD Record
Analyzing maintenance data using data mining methods
Data mining for design and manufacturing
Relational Data Mining
Interactive methods for taxonomy editing and validation
Proceedings of the eleventh international conference on Information and knowledge management
Constraint-Based Rule Mining in Large, Dense Databases
Data Mining and Knowledge Discovery
Using Site Semantics to Analyze, Visualize, and Support Navigation
Data Mining and Knowledge Discovery
Clustering validity checking methods: part II
ACM SIGMOD Record
Parallel data intensive computing in scientific and commercial applications
Parallel Computing - Parallel data-intensive algorithms and applications
On Clustering Validation Techniques
Journal of Intelligent Information Systems
Data Mining and Knowledge Discovery
Mining fuzzy association rules for classification problems
Computers and Industrial Engineering
Computers and Industrial Engineering
Attribute generation based on association rules
Knowledge and Information Systems
Finding fuzzy classification rules using data mining techniques
Pattern Recognition Letters
UMiner: A Data Mining System Handling Uncertainty and Quality
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Parallelism in Knowledge Discovery Techniques
PARA '02 Proceedings of the 6th International Conference on Applied Parallel Computing Advanced Scientific Computing
Quality Scheme Assessment in the Clustering Process
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Non-crisp Clustering by Fast, Convergent, and Robust Algorithms
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
A Data Set Oriented Approach for Clustering Algorithm Selection
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Managing Uncertainty and Quality in the Classification Process
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Finding Association Rules with Some Very Frequent Attributes
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
A Sequential Pattern Query Language for Supporting Instant Data Mining for e-Services
Proceedings of the 27th International Conference on Very Large Data Bases
COMPSAC '00 24th International Computer Software and Applications Conference
Data Swapping: Balancing Privacy against Precision in Mining for Logic Rules
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Using Data Mining Techniques in Fiscal Fraud Detection
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Genomic Data Explosion - The Challenge for Bioinformatics?
Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management
A New Distributed Algorithm for Large Data Clustering
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A Toolbox Approach to Flexible and Efficient Data Mining
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
A Confidence-Lift Support Specification for Interesting Associations Mining
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Decision Trees for Multiple Abstraction Levels of Data
CIA '01 Proceedings of the 5th International Workshop on Cooperative Information Agents V
Application of Neural Network Technique to Combustion Spray Dynamics Analysis
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
S3Bagging: Fast Classifier Induction Method with Subsampling and Bagging
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
A KDD Experience Factory: Using Textual CBR for Reusing Lessons Learned
DEXA '00 Proceedings of the 11th International Conference on Database and Expert Systems Applications
Analysis of navigation behaviour in web sites integrating multiple information systems
The VLDB Journal — The International Journal on Very Large Data Bases
The true lift model: a novel data mining approach to response modeling in database marketing
ACM SIGKDD Explorations Newsletter
Stages of the discovery process
Handbook of data mining and knowledge discovery
Data warehousing: data cleaning and loading
Handbook of data mining and knowledge discovery
Data mining tasks and methods: Classification: neural network approaches
Handbook of data mining and knowledge discovery
Case studies: Commercial, multiple mining tasks systems: overview of SAS enterprise miner
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
A novel method for discovering fuzzy sequential patterns using the simple fuzzy partition method
Journal of the American Society for Information Science and Technology
Preface: proceedings of the ICDM 2002 workshop on privacy, security, and data mining
CRPIT '14 Proceedings of the IEEE international conference on Privacy, security and data mining - Volume 14
Mining association rules on significant rare data using relative support
Journal of Systems and Software
Theory and support for process frameworks of knowledge discovery and data mining from ERP systems
Information and Management
A study of an automatic learning model of adaptation knowledge for case base reasoning
Information Sciences: an International Journal
New unsupervised clustering algorithm for large datasets
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Journal of the American Society for Information Science and Technology
The involvement of human resources in large scale data mining projects
ISICT '03 Proceedings of the 1st international symposium on Information and communication technologies
Fast and Robust General Purpose Clustering Algorithms
Data Mining and Knowledge Discovery
Early assessment of classification performance
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Consulting past exceptions to facilitate workflow exception handling
Decision Support Systems
Expressing and optimizing sequence queries in database systems
ACM Transactions on Database Systems (TODS)
Lessons and Challenges from Mining Retail E-Commerce Data
Machine Learning
Multi-objective rule mining using genetic algorithms
Information Sciences: an International Journal - Special issue: Soft computing data mining
A framework for multi-source data fusion
Information Sciences: an International Journal - Special issue: Soft computing data mining
Investigating the usage of the Chinese wall security policy model for data mining
WISICT '05 Proceedings of the 4th international symposium on Information and communication technologies
Data mining in the chemical industry
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
UDM '05 Proceedings of the International Workshop on Ubiquitous Data Management
Finding useful fuzzy concepts for pattern classification using genetic algorithm
Information Sciences: an International Journal
Predicting Software Escalations with Maximum ROI
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Multicampaign Assignment Problem
IEEE Transactions on Knowledge and Data Engineering
Design of a multi-dimensional query expression for document warehouses
Information Sciences: an International Journal
Adapting k-means for supervised clustering
Applied Intelligence
Automated support specification for efficient mining of interesting association rules
Journal of Information Science
New indices for cluster validity assessment
Pattern Recognition Letters
Content-based music filtering system with editable user profile
Proceedings of the 2006 ACM symposium on Applied computing
Revenue recovering with insolvency prevention on a Brazilian telecom operator
ACM SIGKDD Explorations Newsletter
Maximum profit mining and its application in software development
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A survey of Knowledge Discovery and Data Mining process models
The Knowledge Engineering Review
Partitioning strategies for distributed association rule mining
The Knowledge Engineering Review
Dynamics of modeling in data mining: interpretive approach to bankruptcy prediction
Journal of Management Information Systems - Special section: Data mining
Data mining for yield enhancement in semiconductor manufacturing and an empirical study
Expert Systems with Applications: An International Journal
Dare to share: Protecting sensitive knowledge with data sanitization
Decision Support Systems
Integrating information retrieval and data mining to discover project team coordination patterns
Decision Support Systems
Comprehensive data warehouse exploration with qualified association-rule mining
Decision Support Systems
A process of knowledge discovery from web log data: Systematization and critical review
Journal of Intelligent Information Systems
Stylistic text classification using functional lexical features: Research Articles
Journal of the American Society for Information Science and Technology
Expert Systems with Applications: An International Journal
Prediction in Marketing Using the Support Vector Machine
Marketing Science
On fuzzy cluster validity indices
Fuzzy Sets and Systems
International Journal of Electronic Commerce
Generating and Browsing Multiple Taxonomies Over a Document Collection
Journal of Management Information Systems
Generating concise association rules
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Grid-enabling data mining applications with DataMiningGrid: An architectural perspective
Future Generation Computer Systems
Expert Systems with Applications: An International Journal
A clustering framework based on subjective and objective validity criteria
ACM Transactions on Knowledge Discovery from Data (TKDD)
Mining association rules from imprecise ordinal data
Fuzzy Sets and Systems
Interactive mining and semantic retrieval of videos
Proceedings of the 8th international workshop on Multimedia data mining: (associated with the ACM SIGKDD 2007)
Return on investment for business intelligence
MCBE'07 Proceedings of the 8th Conference on 8th WSEAS Int. Conference on Mathematics and Computers in Business and Economics - Volume 8
Employing data mining to identify the significant rules for classifying body types
CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
Using data mining to identify customer needs in quality function deployment for software design
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
A density-based cluster validity approach using multi-representatives
Pattern Recognition Letters
Using innovative technology in QFD to improve marketing quality
MATH'07 Proceedings of the 11th WSEAS International Conference on Applied Mathematics
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
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
A unified framework for protecting sensitive association rules in business collaboration
International Journal of Business Intelligence and Data Mining
Application of new Apriori algorithm MDNC to TFT-LCD array manufacturing yield improvement
International Journal of Computer Applications in Technology
Cluster validity measurement for arbitrary shaped clusters
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Process parameter optimization via data mining technique
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
A new approach for evaluating agility in supply chains using Fuzzy Association Rules Mining
Engineering Applications of Artificial Intelligence
An integrated multi-agent systems framework to implement relationship management for SCM
ISTASC'06 Proceedings of the 6th WSEAS International Conference on Systems Theory & Scientific Computation
A Methodology for Exploring Association Models
Visual Data Mining
Efficient String Mining under Constraints Via the Deferred Frequency Index
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
An application of data mining technique in developing sizing system for army soldiers in Taiwan
WSEAS Transactions on Computers
Electronic promotion to new customers using mkNN learning
Information Sciences: an International Journal
Identifying clusters of user behavior in intranet search engine log files
Journal of the American Society for Information Science and Technology
Expert Systems with Applications: An International Journal
Gather customer concerns from online product reviews - A text summarization approach
Expert Systems with Applications: An International Journal
Framework for formal implementation of the business understanding phase of data mining projects
Expert Systems with Applications: An International Journal
Improving scheduling of emergency physicians using data mining analysis
Expert Systems with Applications: An International Journal
Mining fuzzy association rules from questionnaire data
Knowledge-Based Systems
Stock price effects analysis between US and Taiwanese online stock trading
International Journal of Electronic Finance
A defect prediction method for software versioning
Software Quality Control
Evaluating Computational Performance of Backpropagation Learning on Graphics Hardware
Electronic Notes in Theoretical Computer Science (ENTCS)
Intrusion detection alarms reduction using root cause analysis and clustering
Computer Communications
NPClu: An approach for clustering spatially extended objects
Intelligent Data Analysis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
MDS: a novel method for class imbalance learning
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Applications of web mining for marketing of online bookstores
Expert Systems with Applications: An International Journal
Bayesian networks based rare event prediction with sensor data
Knowledge-Based Systems
A method to implement effective My-page service system using three-dimensional vectors
International Journal of Computer Applications in Technology
Kalman Filters to Generate Customer Behavior Alarms
Proceedings of the 2007 conference on Artificial Intelligence Research and Development
Hybrid Algorithm to Data Clustering
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Customer churn prediction by hybrid neural networks
Expert Systems with Applications: An International Journal
Integrating Data Mining and Agent Based Modeling and Simulation
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Customer's Relationship Segmentation Driving the Predictive Modeling for Bad Debt Events
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
The Multi-Tree Cubing algorithm for computing iceberg cubes
Journal of Intelligent Information Systems
TEXTNN-A MATLAB program for textural classification using neural networks
Computers & Geosciences
Clustering heterogeneous data using clustering by compression
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
A knowledge integration model for the prediction of corporate dividends
Expert Systems with Applications: An International Journal
Cache-miss-initiated prefetch in mobile environments
Computer Communications
Exploiting association and correlation rules parameters for learning Bayesian networks
Intelligent Data Analysis
Variable selection by association rules for customer churn prediction of multimedia on demand
Expert Systems with Applications: An International Journal
Knowledge and Information Systems
Mining Social Networks on the Mexican Computer Science Community
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Mining top-k and Bottom-k correlative crime patternsthrough graph representations
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Analysis on risk factors for cervical cancer using induction technique
Expert Systems with Applications: An International Journal
Intelligent approach for effective management of governmental funds for small and medium enterprises
Expert Systems with Applications: An International Journal
Comparing classification techniques for predicting essential hypertension
Expert Systems with Applications: An International Journal
Design of a multi-dimensional query expression for document warehouses
Information Sciences: an International Journal
Research of data warehouse established methods based on county post CRM
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
Finding input sub-spaces for polymorphic fuzzy signatures
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A new method for clustering heterogeneous data: clustering by compression
WSEAS Transactions on Computers
User profiling with hierarchical context: an e-Retailer case study
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
New theoretical findings in multiple personalized recommendations
Proceedings of the 2010 ACM Symposium on Applied Computing
A network algorithm to discover sequential patterns
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Data mining application on crash simulation data of occupant restraint system
Expert Systems with Applications: An International Journal
Cosmetics purchasing behavior - An analysis using association reasoning neural networks
Expert Systems with Applications: An International Journal
The Knowledge Engineering Review
Mining fuzzy association rules from uncertain data
Knowledge and Information Systems
Pattern recognition in online environment by data mining approach
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
Validity index for clusters of different sizes and densities
Pattern Recognition Letters
Customer Validation of Commercial Predictive Models
Proceedings of the 2010 conference on Data Mining for Business Applications
Using patent data for technology forecasting: China RFID patent analysis
Advanced Engineering Informatics
A predictive model for cerebrovascular disease using data mining
Expert Systems with Applications: An International Journal
Using data mining technology to deign an quality control system for manufacturing industry
ECS'10/ECCTD'10/ECCOM'10/ECCS'10 Proceedings of the European conference of systems, and European conference of circuits technology and devices, and European conference of communications, and European conference on Computer science
A polythetic clustering process and cluster validity indexes for histogram-valued objects
Computational Statistics & Data Analysis
Mining fuzzy specific rare itemsets for education data
Knowledge-Based Systems
Using data mining to extract sizing knowledge for promoting manufacture
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Applying ANNs into constructing the CLV discriminant model
DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers
Association rules mining for knowledge management: a case study of library services
MMACTEE'07 Proceedings of the 9th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering
Expert Systems with Applications: An International Journal
A novel customer scoring model to encourage the use of mobile value added services
Expert Systems with Applications: An International Journal
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Reliable representations for association rules
Data & Knowledge Engineering
Using data mining to improve assessment of credit worthiness via credit scoring models
Expert Systems with Applications: An International Journal
Discovering cardholders' payment-patterns based on clustering analysis
Expert Systems with Applications: An International Journal
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Data mining and model trees study on GDP and its influence factors
AIASABEBI'11 Proceedings of the 11th WSEAS international conference on Applied informatics and communications, and Proceedings of the 4th WSEAS International conference on Biomedical electronics and biomedical informatics, and Proceedings of the international conference on Computational engineering in systems applications
Financial ratings with scarce information: A neural network approach
Expert Systems with Applications: An International Journal
WSEAS Transactions on Computers
Two-dimensional clustering algorithms for image segmentation
WSEAS Transactions on Computers
Automatic Moderation of Online Discussion Sites
International Journal of Electronic Commerce
Computers & Mathematics with Applications
A web user preference perception system based on fuzzy data mining method
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Pattern recurring in three-dimensional graph based on data mining
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Discovering frequent itemsets using transaction identifiers
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
The research on fuzzy data mining applied on browser records
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A personalized product recommender for web retailers
AsiaSim'04 Proceedings of the Third Asian simulation conference on Systems Modeling and Simulation: theory and applications
Bayesian networks learning for gene expression datasets
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
The effect of attribute scaling on the performance of support vector machines
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Identifying the signs of fraudulent accounts using data mining techniques
Computers in Human Behavior
A my page service realizing method by using market expectation engine
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
An association model for implicit crime link analysis
PAISI'10 Proceedings of the 2010 Pacific Asia conference on Intelligence and Security Informatics
Data mining analysis on italian family preferences and expenditures
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
An intelligent manufacturing process diagnosis system using hybrid data mining
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Imagined communities: awareness, information sharing, and privacy on the facebook
PET'06 Proceedings of the 6th international conference on Privacy Enhancing Technologies
AIC'10/BEBI'10 Proceedings of the 10th WSEAS international conference on applied informatics and communications, and 3rd WSEAS international conference on Biomedical electronics and biomedical informatics
Profile association rule mining using tests of hypotheses without support threshold
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Expert Systems with Applications: An International Journal
Using data mining technique to enhance tax evasion detection performance
Expert Systems with Applications: An International Journal
Predicting financial distress of the South Korean manufacturing industries
Expert Systems with Applications: An International Journal
Evaluation of an integrated Knowledge Discovery and Data Mining process model
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Comparison of regression tree data mining methods for prediction of mortality in head injury
Expert Systems with Applications: An International Journal
Validating cluster structures in data mining tasks
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Effective product assignment based on association rule mining in retail
Expert Systems with Applications: An International Journal
Game team balancing by using particle swarm optimization
Knowledge-Based Systems
Deciphering the story of software development through frequent pattern mining
Proceedings of the 2013 International Conference on Software Engineering
Communications of the ACM
Customer attrition in retailing: An application of Multivariate Adaptive Regression Splines
Expert Systems with Applications: An International Journal
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From the Publisher:Data Mining Techniques thoroughly acquaints you with the new generation of data mining tools and techniques and shows you how to use them to make better business decisions. One of the first practical guides to mining business data, it describes techniques for detecting customer behavior patterns useful in formulating marketing, sales, and customer support strategies. While database analysts will find more than enough technical information to satisfy their curiosity, technically savvy business and marketing managers will find the coverage eminently accessible. Here's your chance to learn all about how leading companies across North America are using data mining to beat the competition; how each tool works, and how to pick the right one for the job; seven powerful techniques - cluster detection, memory-based reasoning, market basket analysis, genetic algorithms, link analysis, decision trees, and neural nets, and how to prepare data sources for data mining, and how to evaluate and use the results you get. Data Mining Techniques shows you how to quickly and easily tap the gold mine of business solutions lying dormant in your information systems.