Arkadiusz Wojna

Fields of interest

• machine learning, data mining

• analogy-based reasoning, instance-based learning, k nearest neighbors

• explainable machine learning, classification visualization

• dialog-based decision systems, interactive classifiers

• approximate queries

Related www sites

• Rseslib 3 - open source library of algorithms and computional models from rough set theory and machine learning in Java

• QMAK - graphical tool allowing users to interact with machine learning models and visualizing classification process

• Rough Set Exploration System - graphical, user-friendly toolkit for analyzing data with the use of methods coming from Rough Set Theory and others (based on Rseslib ver. 2).

• UCI Knowledge Discovery in Databases Archive - the most popular site for datasets used for research in machine learning and knowledge discovery

• KDNuggets - the great source of information on Data Mining, Knowledge Discovery and Decision Support Topics founded by Gregory Piatetsky-Shapiro in 1997