ICDMA'14 2014 - 4th International Journal conference on Data Mining and Its Applications (ICDMA'14)

Data Mining
? Regression/Classification
? Time series forecasting
? Segmentation/Clustering/Association
? Deviation and outlier detection
? Explorative and visual data mining
? Web mining
? Mining text and semi-structured data
? Temporal and spatial data mining
? Multimedia mining (audio/video)
? Mining large scale data
? Distributed and grid based data mining
? Data and knowledge representation
? Data warehousing and OLAP integration
? Integration of prior/domain knowledge
? Metadata and ontologies
? Agent technologies for data mining
? Legal and social aspects of data mining
? Data Mining Process
? Data cleaning and preparation
? Feature selection and transformation
? Attribute discretisation and encoding
? Sampling and rebalancing
? Missing value imputation
? Model selection/assessment and comparison
? Induction principles
? Model interpretation
? Data Mining Applications
? Data Mining for Business Intelligence
? Emerging technologies in data mining
? Computational performance issues in data mining
? Data mining in usability
? Advanced prediction modelling using data mining
? Data mining and national security
? Data mining tools
? Data analysis
? Data preparation techniques (selection, transformation, and preprocessing)
? Information extraction methodologies
? Clustering algorithms used in data mining
? Genetic algorithms and categorization techniques used in data mining
? Data and information integration
? Microarray design and analysis
? Privacy-preserving data mining
? Active data mining
? Statistical methods used in data mining
? Multidimensional data
? Case studies and prototypes
? Automatic data cleaning
? Data visualization
? Theory and practice - knowledge representation and discovery
? Knowledge Discovery in Databases (KDD)
? Uncertainty management
? Data reduction methods
? Data engineering
? Content mining
? Indexing schemes
? Information retrieval
? Metadata use and management
? Multidimensional query languages and query optimization
? Multimedia information systems
? Search engine query processing
? Pattern mining
? Applications (examples: data mining in education, marketing, finance and financial services, business applications, medicine, bioinformatics, biological sciences, science and technology, industry and government, ...)
? Data Mining Algorithms
? Artificial neural networks
? Fuzzy logic and rough sets
? Decision trees/rule learners
? Support vector machines
? Evolutionary computation/meta heuristics
? Statistical methods
? Collaborative filtering
? Case based reasoning
? Link and sequence analysis
? Ensembles/committee approaches