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Information Systems at HPI's Projects

art-ner-dataset icon art-ner-dataset

Data and code from the paper "Generation of Training Data for Named Entity Recognition of Artworks"

autotsad icon autotsad

Unsupervised Anomaly Detection System for Univariate Time Series

cross-domain-ner icon cross-domain-ner

Did You Enjoy the Last Supper? An Experimental Study on Cross-Domain NER Models for the Art Domain

dads icon dads

Distributed detection of sequential anomalies in univariate time series

datagossip icon datagossip

DataGossip is an extension for asynchronous distributed data parallel machine learning that improves the training on imbalanced partitions.

dbs2-join-exercise icon dbs2-join-exercise

A framework used in our DBSII lecture to implement and evaluate join algorithms.

dq4ai icon dq4ai

Experimental study of the effects of data quality dimensions on machine learning performance

dynfd icon dynfd

DynFD: An algorithm for functional dependency discovery in dynamic data

elex icon elex

A graph exploration tool that makes it easier to understand graphs.

enno icon enno

Text Annotation tool that is hopefully less painful to use than others

hypex icon hypex

A Framework for Hyperparameter Optimization in Time Series Anomaly Detection

imdbparser icon imdbparser

Java-Tool to extract all historical data from the IMDB dumps (which are semi-structured text files)

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