Theory, algorithms and models of data mining

Machine learning for data mining

Statistical methods for data mining

Data mining systems

Mining text, semi-structured, spatio-temporal, streaming, graph, web, multimedia data

Data mining in personalization and recommendation

Case-Based Reasoning

Similarity-Based Reasoning 

Clustering

Classification 

Prediction 

Association Rules 

Experimentation strategy

Capability Indices

Deviation and Novelty Detection

Control Charts

Conceptional Learning

Inductive Learning

Organisational Learning

Evolutional Learning

Sampling Methods

Similarity Measures

Similarity learning

Statistical Learning 

Neural Net Based Learning

Visualization 

Feature Grouping, Discretization, Selection and Transformation

Feature Learning

Frequent Pattern Mining

Learning and Adaptive Control

Learning for Handwriting Recognition

Learning in Image Pre-Processing and Segmentation

Mining Financial Data

Mining Motion from Sequence

Subspace Methods

Support Vector Machines

Time Series and Sequential Pattern Mining

Desirabilities

Graph Mining

Agent Data Mining

Applications in Software Testing

Knowledge Management

Mining Social Media

Online Targeting & Controlling

Behavioral Targeting 

Data Mining in Logistics

Data Mining in Energy Industry 

Business Intelligence and Data Mining

Algorithm for Big Data

Legal Informatics 

Data models and architectures

Security, privacy, and trust

Data protection and integrity

Identity theft, data loss and leakage

Legal and ethical issues

Data analytics and metrics

Data representation and structures

Data management and processing

Data capturing and acquisition

Tools and technologies

QoS in big data

Social networks analysis

Data searching and mining

Visualisation of data

Personal data logging and quantified-self

Context-aware data

Personalisation of data

Data economics 

Applications of data mining and big data

Methodologies and use cases

Usability issues

Storages and network requirements

Network models and protocols

Big data in cloud and IoT

Foundational Models for Big Data

Algorithms and Programming Techniques for Big Data Processing

Big Data Analytics and Metrics

Representation Formats for Multimedia Big Data

Cloud Computing Techniques for Big Data

Big Data as a Service

Big Data in Mobile and Pervasive Computing

Big Data Persistence and Preservation

Big Data Quality and Provenance Control

Big Data Protection, Integrity and Privacy

Privacy Preserving Big Data Analytics

Big Data Encryption

Anomaly Detection in Very Large Scale Systems

Collaborative Threat Detection using Big Data Analytics

Algorithms and Systems for Big Data Search

Distributed, and Peer-to-peer Search

achine learning based on Big Data

Visualization Analytics for Big Data

Real-life Case Studies of Value Creation through Big Data Analytics

Big Data for Business Model Innovation

Big Data in Business Performance Management

SME-centric Big Data Analytics

Scientific Applications of Big Data 

Challenges and opportunities in data mining and big data

Artificial Immune Systems

Autonomy-Oriented Computing

Artificial Neural Systems

Bayesian Learning

Biological Computing

Data Mining Cryptanalysis

DNA Computing

Evolutionary Programming

Evolutionary Algorithms 

Image Understanding

Intelligent Systems

Knowledge Discovery| 

Neural Networks 

Probabilistic Reasoning

Reinforcement Learning

Supervised Learning

Fuzzy logic and design

Fuzzy pattern recognition

Uncertainty analysis

Game theory

Social Simulation

Fuzzy control

Fuzzy decision making/support 

Rough sets 

Fuzzy sets & Type-2 fuzzy logic

Approximate reasoning 

Data analysis 

Expert systems

Knowledge engineering

Applications of data mining in all domains

Big data application