Association rules

Case-based reasoning and learning

Classification and interpretation of images, text, video

Conceptional learning and clustering

Goodness measures and evaluation

Inductive learning including decision tree and rule induction learning

Knowledge extraction from text, video, signals and images

Mining gene data bases and biological data bases

Mining images, temporal-spatial data, images from remote sensing

Mining structural representations such as log files, text documents and HTML documents

Mining text documents

Organisational learning and evolutional learning

Probabilistic information retrieval

Sampling methods

Selection with small samples

Similarity measures and learning of similarity

Statistical learning and neural net based learning

Video mining

Visualization and data mining

Applications of Clustering

Aspects of Data Mining

Applications in Medicine

Autoamtic Semantic Annotation of Media Content

Bayesian Models and Methods

Case-Based Reasoning and Associative Memory

Classification and Model Estimation

Content-Based Image Retrieval

Decision Trees

Deviation and Novelty Detection

Feature Grouping, Discretization, Selection and Transformation

Feature Learning

Frequent Pattern Mining

High-Content Analysis of Microscopic Images in Medicine, Biotechnology and Chemistry

Learning and adaptive control

Learning/adaption of recognition and perception

Learning for Handwriting Recognition

Learning in Image Pre-Processing and Segmentation

Learning in process automation

Learning of internal representations and models

Learning of appropriate behaviour

Learning of action patterns

Learning of Ontologies

Learning of Semantic Inferencing Rules

Learning of Visual Ontologies

Learning robots

Mining Images in Computer Vision

Mining Images and Texture

Mining Motion from Sequence

Neural Methods

Network Analysis and Intrusion Detection

Nonlinear Function Learning and Neural Net Based Learning

Real-Time Event Learning and Detection

Retrieval Methods

Rule Induction and Grammars

Speech Analysis

Statistical and Conceptual Clustering Methods

Statistical and Evolutionary Learning

Subspace Methods

Support Vector Machines

Symbolic Learning and Neural Networks in Document Processing

Time Series and Sequential Pattern Mining

Audio Mining

Cognition and Computer Vision

Clustering

Classification & Prediction

Statistical Learning

Association Rules

Telecommunication

Design of Experiment

Strategy of Experimentation

Capability Indices

Deviation and Novelty Detection

Control Charts

Design of Experiments

Capability Indices

Conceptional Learning

Goodness Measures and Evaluation (e.g. false discovery rates)

Inductive Learning Including Decision Tree and Rule Induction Learning

Organisational Learning and Evolutional Learning

Sampling Methods

Similarity Measures and Learning of Similarity

Statistical Learning and Neural Net Based Learning

Visualization and Data Mining

Deviation and Novelty Detection

Feature Grouping, Discretization, Selection and Transformation

Feature Learning

Frequent Pattern Mining

Learning and Adaptive Control

Learning/Adaption of Recognition and Perception

Learning for Handwriting Recognition

Learning in Image Pre-Processing and Segmentation

Mining Financial or Stockmarket 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

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 Open Platforms

Algorithms and Systems for Big Data Search

Machine learning based on Big Data

Visualization Analytics for Big Data

Big Data Analytics in Enterprises,

Big Data Trends in Retail and Travel Industry,

Current and future situation of Big Data Market

Financial parts of Big Data Industry

Big information in clinical and social insurance

Big information in Regulated Industries,

Big information in Biomedicine

Multimedia and Personal Data Mining

Marketing

Medicine

E-Commerce (Mining Logfiles)

Biotechnology

Quality Management

Multimedia Data (Image, Video, Text, Signals)

Web-Mining

Intrusion Detection in Networks

Agriculture

Meterology