Data Systems Group

Repository fo Data Engineering Course

Practice material for Big Data Management course @ University of Tartu, 2026

An approach to apply concept drifts and ADWIN on the streams event time to reason about the progress of watermarks

AwareML Dashboard is an interactive, research-oriented AutoML platform that integrates Explainable AI (XAI), Fairness-Aware Machine Learning, and LLM-based explanations into a unified dashboard.

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Automated feature engineering project

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SmartML: Supervised Machine Learning Automation in R

Data Engineering course material for 2025 Fall semester.

Practice material for the Big Data Management course, 2025 edition

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Benchmarking for Clustering AutoML frameworks

Explainable Automated ML course material for 2025 Fall semester, University of Tartu

AutoCoRe-FL: Automatic Concept-based Rule Reasoning in Federated Learning

Streaming Conformance Checker on top of Beamline

DLLD: Deep Learning Framework for Lesion Detection on Medical Image

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Code for the Automatic Concept based Decision Tree Explanations

A Trie-based approach to efficiently compute alignment approximations

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A Comparative Evaluation of Explainability Techniques for Image Data

A Flink library to implement both a buffer-based and a speculative out-of-order event arrival handlers for online process discovery

A repository for benchmarking deep learning frameworks on different data sets

A systematic Benchmarking on the performance of Spark-SQL for processing Vast RDF datasets

DC classification with unlabeled data

D2IA is a Flink library that uses Flink CEP to declaratively define event intervals and reason about their relationships using Allen's interval algebra.

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Automated Feature Engineering Project

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