ICDCA' 2014 - International Conference on Data Mining, Computer Science and Applications (ICDCA'2014)

? 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
? Theory of Parallel Processing and Distributed Computing
? Foundations of High-performance Computing
? Combinatorics, Graph Theory, and Analysis of Algorithms
? Artificial Intelligences (A.I.) & Pattern/Image Recognitions
? Neural Networks and Biomedical Simulations
? Virtual Visions, 3-D Object Retrievals, & Virtual Simulations
? Data Mining, Web Image Mining, & Applications
? Data Base(D.B.) Management & Information Retrievals
? All topics related Image/Signal Processing
? Ad-Hoc, Mobile, Wireless Networks and Mobile Computing
? Quantum Computing, Coding, and Error Controls
? Agent Computing & Multi-Agents Systems
? Defining Spectrum Rights and Open Spectrum Solutions
? Quality of Services and Communication Protocols
? Satellite and Optical Communication Systems
? 3G/4G Network Evolutions
? CDMA/GSM Communication Protocols
? Mobile Computing for e-Commerce
? Any topics related Computer Networks
? Cryptography and Foundation of Computer Security
? Authentication/Authorization Issues
? Any topics related PKI(Public Key Infrastructures)
? IDS/Firewall, Anti-Spam mail, Anti-virus issues
? Wireless Access Security
? Network Security Applications
? Biometric authentication and algorithms
? Fingerprint /Hand/Biometrics Recognitions and Technologies
? IC-card Security, OTP, and Key Management Issues
? E-commerce, Ubiquitous, RFID, Applications
? Any topics related ISO SC-27 and SC-17 standards