ACM SIGKDD Explorations Newsletter
Evolving data into mining solutions for insights
Communications of the ACM - Evolving data mining into solutions for insights
Scaling mining algorithms to large databases
Communications of the ACM - Evolving data mining into solutions for insights
Mining of Moving Objects from Time-Series Images and its Application to Satellite Weather Imagery
Journal of Intelligent Information Systems
Book review: Three perspectives of data mining
Artificial Intelligence
Asymmetric Neighbourhood Selection and Support Aggregation for Effective Classification
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
A Learning System for Decision Support in Telecommunications
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Local and Global Methods in Data Mining: Basic Techniques and Open Problems
ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming
Sequence Rules for Web Clickstream Analysis
Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management
A Case for Analytical Customer Relationship Management
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
Image Analysis for Detecting Faulty Spots from Microarray Images
DS '02 Proceedings of the 5th International Conference on Discovery Science
Pattern Detection and Discovery
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
Relational Association Rules: Getting WARMeR
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
Pattern Detection and Discovery: The Case of Music Data Mining
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
Detecting Interesting Instances
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Assessment of Spatial Data Mining Tools for Integration into an Object-Oriented GIS (GIDB)
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Complex Data: Mining Using Patterns
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
A survey on wavelet applications in data mining
ACM SIGKDD Explorations Newsletter
A perspective on inductive databases
ACM SIGKDD Explorations Newsletter
Selecting the right interestingness measure for association patterns
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Handbook of data mining and knowledge discovery
Statistics and data mining: intersecting disciplines
ACM SIGKDD Explorations Newsletter
Bursty and Hierarchical Structure in Streams
Data Mining and Knowledge Discovery
Approximate join processing over data streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
A survey of Bayesian data mining
Data mining
Intelligent data analysis
Cleaning and querying noisy sensors
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
Feature learning with a genetic algorithm for fluorescence fingerprinting of plant species
Pattern Recognition Letters
An iterative hypothesis-testing strategy for pattern discovery
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Golden Path Analyzer: using divide-and-conquer to cluster Web clickstreams
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Selecting the right objective measure for association analysis
Information Systems - Knowledge discovery and data mining (KDD 2002)
On approximation measures for functional dependencies
Information Systems - Special issue: ADBIS 2002: Advances in databases and information systems
Parallel algorithms for mining frequent structural motifs in scientific data
Proceedings of the 18th annual international conference on Supercomputing
Clustering classifiers for knowledge discovery from physically distributed databases
Data & Knowledge Engineering
Learning to detect malicious executables in the wild
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning and evaluating classifiers under sample selection bias
ICML '04 Proceedings of the twenty-first international conference on Machine learning
On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition
The Journal of Machine Learning Research
Bioinformatics—an introduction for computer scientists
ACM Computing Surveys (CSUR)
Privacy-Preserving Data Mining: Why, How, and When
IEEE Security and Privacy
Semantic Approximation of Data Stream Joins
IEEE Transactions on Knowledge and Data Engineering
A model based reasoning approach for generating plausible crime scenarios from evidence
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Hoarding Content in M-Learning Context
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
Text characteristics of English language university Web sites: Research Articles
Journal of the American Society for Information Science and Technology
Journal of Computing Sciences in Colleges
Linear correlation discovery in databases: a data mining approach
Data & Knowledge Engineering
A hybrid approach for multiresolution modeling of large-scale scientific data
Proceedings of the 2005 ACM symposium on Applied computing
A novel grammar-based genetic programming approach to clustering
Proceedings of the 2005 ACM symposium on Applied computing
Grouping Users' Communities in an Interactive Web-Based Learning System: A Data Mining Approach
ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
Efficient mining method for retrieving sequential patterns over online data streams
Journal of Information Science
Data mining in the chemical industry
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
ACM SIGMOD Record
Personalization technologies: a process-oriented perspective
Communications of the ACM - The digital society
Predicting healthcare costs using GAs
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Challenges and creativity in IT research
CWIT '05 Proceedings of the international symposium on Women and ICT: creating global transformation
dg.o '03 Proceedings of the 2003 annual national conference on Digital government research
Nearest Neighbors by Neighborhood Counting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Applications of machine learning: matching problems to tasks and methods
The Knowledge Engineering Review
A hierarchical evaluation methodology in speech recognition
Acta Cybernetica
Dust & magnet: multivariate information visualization using a magnet metaphor
Information Visualization
Data Mining to Combat Terrorism and the Roots of Privacy Concerns
Ethics and Information Technology
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
MauveDB: supporting model-based user views in database systems
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Mining global constraints for improving bounded sequential equivalence checking
Proceedings of the 43rd annual Design Automation Conference
Closing the gap: automated screening of tax returns to identify egregious tax shelters
ACM SIGKDD Explorations Newsletter
IHM 2005 Proceedings of the 17th international conference on Francophone sur l'Interaction Homme-Machine
Revealing structure in visualizations of dense 2D and 3D parallel coordinates
Information Visualization
The open and autonomous interconnection semantics
ICEC '06 Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet
Network data mining: methods and techniques for discovering deep linkage between attributes
APCCM '06 Proceedings of the 3rd Asia-Pacific conference on Conceptual modelling - Volume 53
Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever?
IEEE Transactions on Knowledge and Data Engineering
Knowledge and Information Systems
Link analysis: An information science approach: Book Reviews
Journal of the American Society for Information Science and Technology
Expressive power of an algebra for data mining
ACM Transactions on Database Systems (TODS)
Multiagent-Based Model Integration
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
ACM Transactions on Knowledge Discovery from Data (TKDD)
A process of knowledge discovery from web log data: Systematization and critical review
Journal of Intelligent Information Systems
Facing classification problems with Particle Swarm Optimization
Applied Soft Computing
Mining for weak periodic signals in time series databases
Intelligent Data Analysis
Visual text mining using association rules
Computers and Graphics
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation
The Journal of Machine Learning Research
Learning to Detect and Classify Malicious Executables in the Wild
The Journal of Machine Learning Research
Distances between Data Sets Based on Summary Statistics
The Journal of Machine Learning Research
A Study of Design Characteristics in Evolving Software Using Stability as a Criterion
IEEE Transactions on Software Engineering
Fuzzy clustering in parallel universes
International Journal of Approximate Reasoning
Predicting Metastasis in Breast Cancer: Comparing a Decision Tree with Domain Experts
Journal of Medical Systems
Evaluating and Tuning Predictive Data Mining Models Using Receiver Operating Characteristic Curves
Journal of Management Information Systems
Digital audio forensics: a first practical evaluation on microphone and environment classification
Proceedings of the 9th workshop on Multimedia & security
A comparative analysis on the bisecting K-means and the PDDP clustering algorithms
Intelligent Data Analysis
Decision trees for web log mining
Intelligent Data Analysis
Evolutionary algorithms for grouping high dimensional Email data
Intelligent Data Analysis
CM-tree: A dynamic clustered index for similarity search in metric databases
Data & Knowledge Engineering
Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Similarity search for web services
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Guest Editorial: Intelligent data analysis in biomedicine
Journal of Biomedical Informatics
Methodological Review: Towards knowledge-based gene expression data mining
Journal of Biomedical Informatics
Grid-enabling data mining applications with DataMiningGrid: An architectural perspective
Future Generation Computer Systems
Advances in analytics: integrating dynamic data mining with simulation optimization
IBM Journal of Research and Development - Business optimization
Artificial Intelligence in Medicine
Comparing global and interest point descriptors for similarity retrieval in remote sensed imagery
Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems
Cybernetics and Systems Analysis
Features for image retrieval: an experimental comparison
Information Retrieval
Perception-based approach to time series data mining
Applied Soft Computing
ACM Transactions on Computer-Human Interaction (TOCHI)
Application of fuzzy clustering in financial analysis of logistic companies
MATH'07 Proceedings of the 11th WSEAS International Conference on Applied Mathematics
Data mining from 1994 to 2004: an application-orientated review
International Journal of Business Intelligence and Data Mining
Diminishing downsides of Data Mining
International Journal of Business Intelligence and Data Mining
Data mining performance on perturbed databases: important influences on classification accuracy
International Journal of Information and Computer Security
Hoarding content for mobile learning
International Journal of Mobile Communications
Adaptive Fuzzy Association Rule mining for effective decision support in biomedical applications
International Journal of Data Mining and Bioinformatics
e-banking prediction using data mining methods
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Combining probabilistic models for explanatory productivity estimation
Information and Software Technology
Discovering and understanding change using multivariate trees: the RECPAM approach
MATH'05 Proceedings of the 8th WSEAS International Conference on Applied Mathematics
Supporting self-evaluation in local government via KDD
dg.o '08 Proceedings of the 2008 international conference on Digital government research
Anomaly detection in mobile communication networks using the self-organizing map
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - VIII Brazilian Symposium on Neural Networks
Customer clustering using RFM analysis
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Gaining features in medicine using multimethod data-mining powerful techniques: a case study
AIC'04 Proceedings of the 4th WSEAS International Conference on Applied Informatics and Communications
Short communication: Mining knowledge from data using Anticipatory Classifier System
Knowledge-Based Systems
Data mining techniques for better decisions in human resource management systems
International Journal of Business Information Systems
Data mining research for customer relationship management systems: a framework and analysis
International Journal of Business Information Systems
Anonymity preserving pattern discovery
The VLDB Journal — The International Journal on Very Large Data Bases
Rating organ failure via adverse events using data mining in the intensive care unit
Artificial Intelligence in Medicine
Information-centered research for large-scale analyses of new information sources
Journal of the American Society for Information Science and Technology
Geovisual analytics for spatial decision support: Setting the research agenda
International Journal of Geographical Information Science - Geovisual Analytics for Spatial Decision Support
Data & Knowledge Engineering
Proceedings of the 10th ACM workshop on Multimedia and security
Sentence recognition using artificial neural networks
Knowledge-Based Systems
Visual Discovery of Network Patterns of Interaction between Attributes
Visual Data Mining
Hierarchical Rules for a Hierarchical Classifier
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Selected Problems of Knowledge Discovery Using Artificial Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Identifiability: A Fundamental Problem of Student Modeling
UM '07 Proceedings of the 11th international conference on User Modeling
An Intelligent Aide for Interpreting a Patient's Dialysis Data Set
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Using Distributed Data Mining and Distributed Artificial Intelligence for Knowledge Integration
CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI
Visual Analytics: Definition, Process, and Challenges
Information Visualization
Does Help Help? Introducing the Bayesian Evaluation and Assessment Methodology
ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
A Semi-supervised Clustering Algorithm Based on Must-Link Set
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Knowledge Mining for the Business Analyst
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Spatio-temporal Road Condition Forecasting with Markov Chains and Artificial Neural Networks
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Information Systems Management
Fuzzy modeling for data cleaning in sensor networks
International Journal of Hybrid Intelligent Systems - Recent Advances in Intelligent Paradigms Fusion and Their Applications
Optimal placement of braces for steel frames with semi-rigid joints by scatter search
Computers and Structures
Metadata domain-knowledge driven search engine in "HyperManyMedia" E-learning resources
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Supporting the automatic construction of entity aware search engines
Proceedings of the 10th ACM workshop on Web information and data management
Integrating gazetteers and remote sensed imagery
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
Integrating in-process software defect prediction with association mining to discover defect pattern
Information and Software Technology
New developments for determinacy analysis: diclique-based approach
WSEAS Transactions on Information Science and Applications
Comparison of s-gram Proximity Measures in Out-of-Vocabulary Word Translation
SPIRE '08 Proceedings of the 15th International Symposium on String Processing and Information Retrieval
Summarization on the Data Mining Application Research in Chinese Education
Advances in Blended Learning
A new classification pattern recognition methodology for power system typical load profiles
WSEAS Transactions on Circuits and Systems
Intrusion detection alarms reduction using root cause analysis and clustering
Computer Communications
ACM Transactions on Knowledge Discovery from Data (TKDD)
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II
Self-tuning query mesh for adaptive multi-route query processing
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Bichromatic separability with two boxes: A general approach
Journal of Algorithms
Web user-session inference by means of clustering techniques
IEEE/ACM Transactions on Networking (TON)
Advanced methods for data mining
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
NN'09 Proceedings of the 10th WSEAS international conference on Neural networks
Nonparametric estimation for control engineering
CONTROL'08 Proceedings of the 4th WSEAS/IASME international conference on Dynamical systems and control
Determinacy analysis as a diclique extracting task
ECC'08 Proceedings of the 2nd conference on European computing conference
Proceedings of the 2005 conference on Multi-Relational Data Mining
Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Analogy Based Cost Estimation Configuration with Rules
Proceedings of the 2008 conference on Knowledge-Based Software Engineering: Proceedings of the Eighth Joint Conference on Knowledge-Based Software Engineering
Partitional Clustering of Protein Sequences --- An Inductive Logic Programming Approach
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Optimization and Knowledge-Based Technologies
Informatica
Power system typical load profiles using a new pattern recognition methodology
ICC'08 Proceedings of the 12th WSEAS international conference on Circuits
Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
An unsupervised clustering approach for leukaemia classification based on DNA micro-arrays data
Intelligent Data Analysis
Detecting groups of anomalously similar objects in large data sets
Intelligent Data Analysis - Selected papers from IDA2005, Madrid, Spain
Facilitating design learning through faceted classification of in-service information
Advanced Engineering Informatics
TITPI: web people search task using semi-supervised clustering approach
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Case base mining for adaptation knowledge acquisition
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Efficient enhancement on cellular automata for data mining
ICS'09 Proceedings of the 13th WSEAS international conference on Systems
Closed loop knowledge discovery for decision support in intensive care medicine
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Understanding the thematic structure of the Qur'an: an exploratory multivariate approach
ACLstudent '05 Proceedings of the ACL Student Research Workshop
Classification rule discovery for the aviation incidents resulted in fatality
Knowledge-Based Systems
Adaptive knowledge discovery for decision support in intensive care units
WSEAS Transactions on Computers
Soft computing for automated surface quality analysis of exterior car body panels
Applied Soft Computing
Granular support vector machines with association rules mining for protein homology prediction
Artificial Intelligence in Medicine
Mortality assessment in intensive care units via adverse events using artificial neural networks
Artificial Intelligence in Medicine
Domain driven data mining to improve promotional campaign ROI and select marketing channels
Proceedings of the 18th ACM conference on Information and knowledge management
Multiple-Test Analysis of Sequences of SNPs for Determining Susceptibility to Pre-eclampsia
Proceedings of the 2009 conference on Computational Intelligence and Bioengineering: Essays in Memory of Antonina Starita
A modified C-means clustering algorithm
DNCOCO'09 Proceedings of the 8th WSEAS international conference on Data networks, communications, computers
A framework for the application of decision trees to the analysis of SNPs data
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Mining an optimal prototype from a periodic time series: an evolutionary computation-based approach
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
iSee: interactive scenario explorer for online tournament games
Proceedings of the International Conference on Advances in Computer Enterntainment Technology
Uncovering Overlap Community Structure in Complex Networks Using Particle Competition
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
SOMSO: a self-organizing map approach for spatial outlier detection with multiple attributes
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Editorial: Data mining for understanding user needs
ACM Transactions on Computer-Human Interaction (TOCHI)
Bulk construction of dynamic clustered metric trees
Knowledge and Information Systems
Multi-stage decision tree based on inter-class and inner-class margin of SVM
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
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
Binarized Support Vector Machines
INFORMS Journal on Computing
Metadata as seeds for building an ontology driven information retrieval system
International Journal of Hybrid Intelligent Systems
Statistical kernel estimators for data analysis and exploration tasks: theory and applications
MATH'09 Proceedings of the 14th WSEAS International Conference on Applied mathematics
Web Semantics: Science, Services and Agents on the World Wide Web
Computational aspects of data mining
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Content-based methodology for anomaly detection on the web
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
Pattern based approaches to pre-processing structured text: a newsfeed example
ICCS'03 Proceedings of the 2003 international conference on Computational science
Graph-based tools for data mining and machine learning
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Methods for mining frequent sequential patterns
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Learning by discovering conflicts
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Mining open source software (OSS) data using association rules network
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Computational science and data mining
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
Binary co-occurrence matrix in image database indexing
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Data mining using links in open hypermedia
MIS'02 Proceedings of the 2002 international conference on Metainformatics
VECPAR'02 Proceedings of the 5th international conference on High performance computing for computational science
Discovering functional communities in dynamical networks
ICML'06 Proceedings of the 2006 conference on Statistical network analysis
A neuro-fuzzy approach for sensor network data cleaning
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Transductive reliability estimation for kernel based classifiers
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Conditional classification trees using instrumental variables
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Recurrent predictive models for sequence segmentation
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Subrule analysis and the frequency-confidence diagram
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Fundamental study: The multiple facets of the canonical direct unit implicational basis
Theoretical Computer Science
Towards a general framework for data mining
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Geographic image retrieval using interest point descriptors
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Readability factors of Japanese text classification
DNIS'07 Proceedings of the 5th international conference on Databases in networked information systems
Towards improved privacy policy coverage in healthcare using policy refinement
SDM'07 Proceedings of the 4th VLDB conference on Secure data management
A framework for modeling positive class expansion with single snapshot
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Versatile search of scanned Arabic handwriting
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
First elements on knowledge discovery guided by domain knowledge (KDDK)
CLA'06 Proceedings of the 4th international conference on Concept lattices and their applications
Supply chain business intelligence: technologies, issues and trends
Artificial intelligence
Robust preprocessing for health care monitoring framework
Healthcom'09 Proceedings of the 11th international conference on e-Health networking, applications and services
A novel decision support model to discover the interesting pattern in football match
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Semi-supervised learning applied to large data sets with very few labeled examples
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Machine learning task as a diclique extracting task
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Are you becoming a diabetic? a data mining approach
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Application of KDD in mechanical structure symmetry design
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Machine learning for intelligent bioinformatics: part 1 machine learning integration
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
A hierarchical classifier with growing neural gas clustering
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Visualizing time series state changes with prototype based clustering
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Solar radiation prediction using statistical approaches
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Discovering frequent patterns in sensitive data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
MFP: a mechanism for determining associated patterns of stock
Proceedings of the 7th International Conference on Frontiers of Information Technology
Integrating machine learning in intelligent bioinformatics
WSEAS Transactions on Computers
International Journal of Computational Intelligence Studies
Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade
Managing product life cycle with multiagent data mining system
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Does an optimal form of an expert fuzzy model exist?
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Decision tree approach to rules extraction for human gait analysis
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
A website structure optimization model
ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
A clustering prediction scheme for wireless cellular network
CTS'05 Proceedings of the 2005 international conference on Collaborative technologies and systems
CIMMACS '10 Proceedings of the 9th WSEAS international conference on computational intelligence, man-machine systems and cybernetics
Temporal association rules mining: a heuristic methodology applied to time series databases (TSDBs)
CIMMACS '10 Proceedings of the 9th WSEAS international conference on computational intelligence, man-machine systems and cybernetics
Diagnosis of hypoglycemic episodes using a neural network based rule discovery system
Expert Systems with Applications: An International Journal
International Journal of Approximate Reasoning
Ubiquitous knowledge discovery
BEBI'08 Proceedings of the 1st WSEAS international conference on Biomedical electronics and biomedical informatics
An extended tuning method for cost-sensitive regression and forecasting
Decision Support Systems
Ubiquitous knowledge discovery
Distributed data mining for e-business
Information Technology and Management
Compositional Bayesian modelling for computation of evidence collection strategies
Applied Intelligence
Macro-economic time series modeling and interaction networks
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Inductive databases and constraint-based data mining
ICFCA'11 Proceedings of the 9th international conference on Formal concept analysis
Clustering Algorithms for Chains
The Journal of Machine Learning Research
Customer portfolio analysis using the SOM
International Journal of Business Information Systems
A comprehensive study of visual event computing
Multimedia Tools and Applications
Aggregated search result diversification
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Tuning expert systems for cost-sensitive decisions
Advances in Artificial Intelligence
Strategic and operational planning of bike-sharing systems by data mining: a case study
ICCL'11 Proceedings of the Second international conference on Computational logistics
User-perceived quality assessment of streaming media using reduced feature sets
ACM Transactions on Internet Technology (TOIT)
Predicting evasion candidates in higher education institutions
MEDI'11 Proceedings of the First international conference on Model and data engineering
Manufacturing execution systems intellectualization: oil and gas implementation sample
MEDI'11 Proceedings of the First international conference on Model and data engineering
Towards a practical approach to discover internal dependencies in rule-based knowledge bases
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Comparison of machine learning methods for classifying aphasic and non-aphasic speakers
Computer Methods and Programs in Biomedicine
Numerical analysis of EM estimation of mixture model parameters
Annales UMCS, Informatica
Numerical analysis of EM estimation of mixture model parameters
Annales UMCS, Informatica
Empirical comparison of four classifier fusion strategies for positive-versus-negative ensembles
Proceedings of the South African Institute of Computer Scientists and Information Technologists Conference on Knowledge, Innovation and Leadership in a Diverse, Multidisciplinary Environment
IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I
An alternative to ROC and AUC analysis of classifiers
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
The algorithm APT to classify in concurrence of latency and drift
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
A New Approach: Role of Data Mining in Prediction of Survival of Burn Patients
Journal of Medical Systems
Combining two data mining methods for system identification
EG-ICE'06 Proceedings of the 13th international conference on Intelligent Computing in Engineering and Architecture
Analysis of linux evolution using aligned source code segments
DS'06 Proceedings of the 9th international conference on Discovery Science
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
A machine learning application for human resource data mining problem
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Significance and recovery of block structures in binary matrices with noise
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Neural network based adult image classification
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Discovering context-topic rules in search engine logs
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
CompLife'06 Proceedings of the Second international conference on Computational Life Sciences
Blog map of experiences: extracting and geographically mapping visitor experiences from urban blogs
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Text mining using markov chains of variable length
Proceedings of the 2005 international conference on Federation over the Web
Empirical evaluation of a visual interface for exploring message boards
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Visualizing very large graphs using clustering neighborhoods
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Unsupervised clustering of context data and learning user requirements for a mobile device
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
A mountain clustering based on improved PSO algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Disjunctive sequential patterns on single data sequence and its anti-monotonicity
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Concept mining for indexing medical literature
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
An analysis of missing data treatment methods and their application to health care dataset
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Mathematical analysis of classifying convex clusters based on support functionals
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A knowledge mining framework for business analysts
ACM SIGMIS Database
Review: representing and classifying arguments on the semantic web
The Knowledge Engineering Review
Detecting groups of anomalously similar objects in large data sets
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Distance measure for querying sequences of temporal intervals
Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
A relational query primitive for constraint-based pattern mining
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Multi class adult image classification using neural networks
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
IterativeSOMSO: an iterative self-organizing map for spatial outlier detection
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
An architecture for distributed agent-based data preprocessing
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Data mining approach in scientific research organizations evaluation via clustering
CASDMKM'04 Proceedings of the 2004 Chinese academy of sciences conference on Data Mining and Knowledge Management
An evaluation of a rule-based language for classification queries
INAP'04/WLP'04 Proceedings of the 15th international conference on Applications of Declarative Programming and Knowledge Management, and 18th international conference on Workshop on Logic Programming
A fast calculation of metric scores for learning Bayesian network
International Journal of Automation and Computing
Market-Inspired approach to collaborative learning
CIA'06 Proceedings of the 10th international conference on Cooperative Information Agents
Image approach towards document mining in neuroscientific publications
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
A unified approach for discovery of interesting association rules in medical databases
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
Video mining with frequent itemset configurations
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Distributed architecture for association rule mining
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
ISMB/ECCB'09 Proceedings of the 2009 workshop of the BioLink Special Interest Group, international conference on Linking Literature, Information, and Knowledge for Biology
Temporal data mining for smart homes
Designing Smart Homes
Approximate boolean reasoning: foundations and applications in data mining
Transactions on Rough Sets V
On approximation algorithms for data mining applications
Efficient Approximation and Online Algorithms
The class cover problem with boxes
Computational Geometry: Theory and Applications
Finding robust models using a stratified design
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Data mining for diagnostic debugging in sensor networks: preliminary evidence and lessons learned
Sensor-KDD'08 Proceedings of the Second international conference on Knowledge Discovery from Sensor Data
Mining staff assignment rules from event-based data
BPM'05 Proceedings of the Third international conference on Business Process Management
Evaluation of particle swarm optimization effectiveness in classification
WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
Hybrid reduction in soft set decision making
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Effects of data grouping on calibration measures of classifiers
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
A Decision Support Tool for Health Service Re-design
Journal of Medical Systems
Information Sciences: an International Journal
Mining association rules from time series to explain failures in a hot-dip galvanizing steel line
Computers and Industrial Engineering
Process Mining: Overview and Opportunities
ACM Transactions on Management Information Systems (TMIS)
Two New Prediction-Driven Approaches to Discrete Choice Prediction
ACM Transactions on Management Information Systems (TMIS)
Data mining a diabetic data warehouse
Artificial Intelligence in Medicine
New specifics for a hierarchial estimator meta-algorithm
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Mini-models --- local regression models for the function approximation learning
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Post mining of diversified multiple decision trees for actionable knowledge discovery
ADCONS'11 Proceedings of the 2011 international conference on Advanced Computing, Networking and Security
Replaying history on process models for conformance checking and performance analysis
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Making room for the modeler in data mining
Statistical Analysis and Data Mining
Fuzzy data mining: a literature survey and classification framework
International Journal of Networking and Virtual Organisations
Conceptual clustering of multi-relational data
ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
CAiSE'12 Proceedings of the 24th international conference on Advanced Information Systems Engineering
Sparse spectral clustering method based on the incomplete Cholesky decomposition
Journal of Computational and Applied Mathematics
Dietary patterns analysis using data mining method. An application to data from the CYKIDS study
Computer Methods and Programs in Biomedicine
Combining adaptive goal-driven agents with mixed multi-unit combinatorial auctions
Proceedings of the 13th International Conference on Computer Systems and Technologies
A Bayesian network for burr detection in the drilling process
Journal of Intelligent Manufacturing
Glaucoma risk assessment using a non-linear multivariable regression method
Computer Methods and Programs in Biomedicine
Covering a bichromatic point set with two disjoint monochromatic disks
Computational Geometry: Theory and Applications
WISM'12 Proceedings of the 2012 international conference on Web Information Systems and Mining
Mixture modeling of gait patterns from sensor data
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
An approach to social recommendation for context-aware mobile services
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
Finding interesting contexts for explaining deviations in bus trip duration using distribution rules
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Multi-route query processing and optimization
Journal of Computer and System Sciences
From data to simulation models: component-based model generation with a data-driven approach
Proceedings of the Winter Simulation Conference
An Efficient Method for Discretizing Continuous Attributes
International Journal of Data Warehousing and Mining
Bag---of---Colors for biomedical document image classification
MCBR-CDS'12 Proceedings of the Third MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
UniDis: a universal discretization technique
Journal of Intelligent Information Systems
Fuzzy Sets and Systems
Data-based stability analysis of a class of nonlinear discrete-time systems
Information Sciences: an International Journal
Mining complex event patterns in computer networks
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
Using bookmaker odds to predict the final result of football matches
KES'12 Proceedings of the 16th international conference on Knowledge Engineering, Machine Learning and Lattice Computing with Applications
Zero-day malware detection based on supervised learning algorithms of API call signatures
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems
Proceedings of the 22nd international conference on World Wide Web
Detecting malicious behaviour using supervised learning algorithms of the function calls
International Journal of Electronic Security and Digital Forensics
Application of data mining techniques to determine patient satisfaction
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
Information Technology and Management
INFORMS Journal on Computing
iLOG: a framework for automatic annotation of learning objects with empirical usage metadata
International Journal of Artificial Intelligence in Education
Feature representation for customer attrition risk prediction in retail banking
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Perspective Wall Technique for Visualizing and Interpreting Medical Data
International Journal of Knowledge Discovery in Bioinformatics
International Journal of Data Mining and Bioinformatics
Positive-versus-Negative Classification for Model Aggregation in Predictive Data Mining
INFORMS Journal on Computing
Decomposing Petri nets for process mining: A generic approach
Distributed and Parallel Databases
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Advanced Engineering Informatics
A multi-hop advertising discovery and delivering protocol for multi administrative domain MANET
Mobile Information Systems
A scatter method for data and variable importance evaluation
Integrated Computer-Aided Engineering
Future trends in business analytics and optimization
Intelligent Data Analysis
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The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local "memory-based" models. The third section shows how all of the preceding analysis fits together when applied to real-world data mining problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.