Data Mining: Introductory and Advanced Topics

A visualization model of interactive knowledge discovery systems and its implementations

Information Visualization

Rhythm modeling, visualizations and applications

Proceedings of the 16th annual ACM symposium on User interface software and technology

An Analytical Approach to Concept Extraction in HTML Environments

Journal of Intelligent Information Systems

A data mining approach to modeling relationships among categories in image collection

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

A Theoretical Framework and an Implementation Architecture for Self Adaptive Web Sites

WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence

FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs

Proceedings of the 6th annual ACM international workshop on Web information and data management

DIGIMIMIR: A Tool for Rapid Situation Analysis of Helpdesk and Support Email

LISA '04 Proceedings of the 18th USENIX conference on System administration

Research issues in automatic database clustering

ACM SIGMOD Record

Learning and diagnosis of individual and class conceptual perspectives: an intelligent systems approach using clustering techniques

Computers & Education

Learning Performance Assessment Approach Using Learning Portfolio for E-Learning Systems

ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies

Mining Learner Profile Utilizing Association Rule for Common Learning Misconception Diagnosis

ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies

Research and implementation on datamining applied to learning guidance system

ICEC '05 Proceedings of the 7th international conference on Electronic commerce

Utility based data mining for time series analysis: cost-sensitive learning for neural network predictors

UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining

A Hierarchical Neural Network Document Classifier with Linguistic Feature Selection

Applied Intelligence

Document clustering using nonnegative matrix factorization

Information Processing and Management: an International Journal

A data mining course for computer science: primary sources and implementations

Proceedings of the 37th SIGCSE technical symposium on Computer science education

Using Gaussian distribution to construct fitness functions in genetic programming for multiclass object classification

Pattern Recognition Letters - Special issue: Evolutionary computer vision and image understanding

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

Cluster analysis of traffic flows on a campus network

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

The bipartite clique: a topological paradigm for WWWeb user search customization

Proceedings of the 43rd annual Southeast regional conference - Volume 1

Mining learner profile utilizing association rule for web-based learning diagnosis

Expert Systems with Applications: An International Journal

Rough Set-Based Clustering with Refinement Using Shannon's Entropy Theory

Computers & Mathematics with Applications

A data mining course for computer science and non-computer science students

Journal of Computing Sciences in Colleges

Combined mining of Web server logs and web contents for classifying user navigation patterns and predicting users' future requests

Data & Knowledge Engineering

An improved methodology on information distillation by mining program source code

Data & Knowledge Engineering

NOCEA: A rule-based evolutionary algorithm for efficient and effective clustering of massive high-dimensional databases

Applied Soft Computing

Identifying and discriminating between web and peer-to-peer traffic in the network core

Proceedings of the 16th international conference on World Wide Web

Modeling and language support for the management of pattern-bases

Data & Knowledge Engineering

Extracting classification rule of software diagnosis using modified MEPA

Expert Systems with Applications: An International Journal

Exploratory spatio-temporal data mining and visualization

Journal of Visual Languages and Computing

Rearrangement Clustering: Pitfalls, Remedies, and Applications

The Journal of Machine Learning Research

Heraclitus: A Framework for Semantic Web Adaptation

IEEE Internet Computing

Rough clustering of sequential data

Data & Knowledge Engineering

Hierarchical clustering of mixed data based on distance hierarchy

Information Sciences: an International Journal

Decision support for university enrollment management: Implementation and experience

Decision Support Systems

Effects of sampling methods on web accessibility evaluations

Proceedings of the 9th international ACM SIGACCESS conference on Computers and accessibility

Continuous subspace clustering in streaming time series

Information Systems

Fuzzy correlation rules mining

ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6

A new parameter-free classification algorithm based on nearest neighbor rule and K-means for mobile devices

ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6

Predictive factors of glycemic control: a comparison of decision tree and neural networks

ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6

A fast fuzzy clustering algorithm

AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6

Mining airline data for CRM strategies

SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization

Designing evolving user profile in e-CRM with dynamic clustering of Web documents

Data & Knowledge Engineering

Modeling adaptation of breast cancer treatment decision protocols in the Kasimir project

Applied Intelligence

Decision trees for binary classification variables grow equally with the Gini impurity measure and Pearson's chi-square test

International Journal of Business Intelligence and Data Mining

A distributed, fault-tolerant multi-agent web mining system for scalable web search

AIC'05 Proceedings of the 5th WSEAS International Conference on Applied Informatics and Communications

A multi-categorization method of text documents using fuzzy correlation analysis

MATH'06 Proceedings of the 10th WSEAS International Conference on APPLIED MATHEMATICS

Reflection on development and delivery of a data mining unit

AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70

The use of various data mining and feature selection methods in the analysis of a population survey dataset

AIDM '07 Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining - Volume 84

A linear structured approach and a refined fitness function in genetic programming for multi-class object classification

Connection Science - Evolutionary Learning and Optimisation

Sentence recognition using artificial neural networks

Knowledge-Based Systems

An efficient hierarchical clustering model for grouping web transactions

International Journal of Business Intelligence and Data Mining

Conditions for Optimal Efficiency of Relative MDS

Informatica

Classifier based text mining for radial basis function

AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases

Visual Discovery of Network Patterns of Interaction between Attributes

Visual Data Mining

Parameter System for Human Physiological Data Representation and Analysis

IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I

The Characteristic Analysis of Web User Clusters Based on Frequent Browsing Patterns

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

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

A Variant of N-Gram Based Language Classification

AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing

Software Cost Estimation Models Using Radial Basis Function Neural Networks

Software Process and Product Measurement

EFFECTIVENESS OF SUPPORT VECTOR MACHINE FOR CRIME HOT-SPOTS PREDICTION

Applied Artificial Intelligence

Conceptual modeling rules extracting for data streams

Knowledge-Based Systems

Inducing a marketing strategy for a new pet insurance company using decision trees

Expert Systems with Applications: An International Journal

Mobile formative assessment tool based on data mining techniques for supporting web-based learning

Computers & Education

Incorporating human and machine interpretation of unavailability and rhythm awareness into the design of collaborative applications

Human-Computer Interaction

A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets

IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning

A fuzzy statistics based method for mining fuzzy correlation rules

WSEAS Transactions on Mathematics

Constraint-based clustering and its applications in construction management

Expert Systems with Applications: An International Journal

Classifying the segmentation of customer value via RFM model and RS theory

Expert Systems with Applications: An International Journal

Evaluating industry performance using extracted RGR rules based on feature selection and rough sets classifier

Expert Systems with Applications: An International Journal

Using clustering technique M-PAM in mobile network planning

ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers

On metricity of two heterogeneous measures in the presence of missing values

Artificial Intelligence Review

Clustering for Monitoring Software Systems Maintainability Evolution

Electronic Notes in Theoretical Computer Science (ENTCS)

Semantic-Based Temporal Text-Rule Mining

CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing

The New Computational and Data Sciences Undergraduate Program at George Mason University

ICCS 2009 Proceedings of the 9th International Conference on Computational Science

Adaptation Knowledge Discovery from a Case Base

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy

Development of the Data Preprocessing Agent's Knowledge for Data Mining Using Rough Set Theory

RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology

Discovering interobserver variability in the cytodiagnosis of breast cancer using decision trees and Bayesian networks

Applied Soft Computing

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 Integration of Cloud Transform and Rough Set Theory to Induction of Decision Trees

Fundamenta Informaticae - Fundamentals of Knowledge Technology

Applying data mining to explore the risk factors of parenting stress

Expert Systems with Applications: An International Journal

Evaluation of k-Nearest Neighbor classifier performance for direct marketing

Expert Systems with Applications: An International Journal

Reasoning about distances

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

A Delphi-based rough sets fusion model for extracting payment rules of vehicle license tax in the government sector

Expert Systems with Applications: An International Journal

Cluster analysis on time series gene expression data

International Journal of Business Intelligence and Data Mining

Using some web content mining techniques for Arabic text classification

DNCOCO'09 Proceedings of the 8th WSEAS international conference on Data networks, communications, computers

Mining Temporal Patterns for Humanoid Robot Using Pattern Growth Method

RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

Document clustering using nonnegative matrix factorization

Information Processing and Management: an International Journal

Decomposition Of The Symptom Observation Matrix And Grey Forecasting In Vibration Condition Monitoring Of Machines

International Journal of Applied Mathematics and Computer Science - Issues in Fault Diagnosis and Fault Tolerant Control

A web page usage prediction scheme using sequence indexing and clustering techniques

Data & Knowledge Engineering

Considering correlation between variables to improve spatiotemporal forecasting

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining

Functional knowledge exchange within an intelligent distributed system

ARCS'07 Proceedings of the 20th international conference on Architecture of computing systems

sIDMG: small-size intrusion detection model generation of complimenting decision tree classification algorithm

WISA'06 Proceedings of the 7th international conference on Information security applications: PartI

A web-page usage prediction scheme using weighted suffix trees

SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval

A network algorithm to discover sequential patterns

EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence

A new decision tree construction using the cloud transform and rough sets

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

First elements on knowledge discovery guided by domain knowledge (KDDK)

CLA'06 Proceedings of the 4th international conference on Concept lattices and their applications

Intelligent location-based mobile news service system with automatic news summarization

Expert Systems with Applications: An International Journal

Retail marketing segmentation and customer profiling for forecasting sales

ICNVS'10 Proceedings of the 12th international conference on Networking, VLSI and signal processing

A taxonomy of sequential pattern mining algorithms

ACM Computing Surveys (CSUR)

Using interesting sequences to interactively build Hidden Markov Models

Data Mining and Knowledge Discovery

Design and implementation of an ontology-based psychiatric disorder detection system

WSEAS Transactions on Information Science and Applications

Selecting Reference Set in Disaggregation Aggregation Multicriteria Decision Aid Approach Utilizing Clustering Techniques with Dissimilarity Thresholds

Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade

Identifying cross-cutting concerns using software repository mining

Proceedings of the Joint ERCIM Workshop on Software Evolution (EVOL) and International Workshop on Principles of Software Evolution (IWPSE)

Optimizing freeway traffic sensor locations by clustering global-positioning-system-derived speed patterns

IEEE Transactions on Intelligent Transportation Systems

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

Web-site boundary detection

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects

Development of a business intelligence environment for e-gov using open source technologies

DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery

A new binary classifier: clustering-launched classification

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II

The high-activity parallel implementation of data preprocessing based on MapReduce

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology

A clustering-based data reduction for very large spatio-temporal datasets

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II

Data warehousing and mining technologies for adaptability in turbulent resources business environments

International Journal of Business Intelligence and Data Mining

Application tool for experiments on SQL server 2005 transactions

DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers

Intrusion detection using neural based hybrid classification methods

Computer Networks: The International Journal of Computer and Telecommunications Networking

Systematic analysis of OCS testing data

IMCAS'06 Proceedings of the 5th WSEAS international conference on Instrumentation, measurement, circuits and systems

Gravitational clustering of the self-organizing map

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II

A distance based clustering method for arbitrary shaped clusters in large datasets

Pattern Recognition

A model for spectra-based software diagnosis

ACM Transactions on Software Engineering and Methodology (TOSEM)

Incremental web-site boundary detection using random walks

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition

User-perceived quality assessment of streaming media using reduced feature sets

ACM Transactions on Internet Technology (TOIT)

Inter cluster distance management model with optimal centroid estimation for K-means clustering algorithm

WSEAS TRANSACTIONS on COMMUNICATIONS

A soft-computing based rough sets classifier for classifying IPO returns in the financial markets

Applied Soft Computing

An efficient unsupervised sample clustering for cancer datasets based on statistical model pre-processing

International Journal of Information Technology and Management

Mining association rules in temporal document collections

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems

Measuring to fit: virtual tailoring through cluster analysis and classification

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases

Clustering for data matching

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I

Development of a soldering quality classifier system using a hybrid data mining approach

Expert Systems with Applications: An International Journal

Identifying patients in target customer segments using a two-stage clustering-classification approach: A hospital-based assessment

Computers in Biology and Medicine

A study of optimal system for multiple-constraint multiple-container packing problems

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

Software diagnosis using fuzzified attribute base on modified MEPA

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

A novel approach of multilevel positive and negative association rule mining for spatial databases

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

Mining least relational patterns from multi relational tables

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

Digging in the details: a case study in network data mining

ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics

Agents and data mining: mutual enhancement by integration

AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining

Analysis of multi-agent interactions with process mining techniques

MATES'06 Proceedings of the 4th German conference on Multiagent System Technologies

Multispecies gene entropy estimation, a data mining approach

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

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

Association analysis of customer services from the enterprise customer management system

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

Mining significant usage patterns from clickstream data

WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis

A fuzzy k-prototype clustering algorithm for mixed numeric and categorical data

Knowledge-Based Systems

Adaptation in educational hypermedia based on the classification of the user profile

ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems

A new hybrid clustering method for reducing very large spatio-temporal dataset

ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I

An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification

Neural Networks

Reference table based k-anonymous private blocking

Proceedings of the 27th Annual ACM Symposium on Applied Computing

On clusterization of "big data" streams

Proceedings of the 3rd International Conference on Computing for Geospatial Research and Applications

Web data mining trends and techniques

Proceedings of the International Conference on Advances in Computing, Communications and Informatics

Research on application of data mining methods to diagnosing gastric cancer

ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects

An Integration of Cloud Transform and Rough Set Theory to Induction of Decision Trees

Fundamenta Informaticae - Fundamentals of Knowledge Technology

Parallelism, localization and chain gradient tuning combinations for fast scalable probabilistic neural networks in data mining applications

SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications

Host load prediction in a Google compute cloud with a Bayesian model

SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis

An alternative approach for the classification of orange varieties based on near infrared spectroscopy

Computers and Electronics in Agriculture

Improved Parameterless K-Means: Auto-Generation Centroids and Distance Data Point Clusters

International Journal of Information Retrieval Research

Comparative study of classification techniques on biomedical data from hypertext documents

International Journal of Knowledge Engineering and Soft Data Paradigms

Application of data mining techniques to determine patient satisfaction

Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments

A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness

Information Technology and Management

Google hostload prediction based on Bayesian model with optimized feature combination

Journal of Parallel and Distributed Computing

Subspace clustering of high-dimensional data: an evolutionary approach

Applied Computational Intelligence and Soft Computing