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Name: Jakob Bach

Type: User

Bio: PhD student at KIT, Karlsruhe.

Location: Karlsruhe

Blog: https://dbis.ipd.kit.edu/english/722_2562.php

Jakob Bach's Projects

agd-exercises-2020

The programming exercises for the lecture "Big Data Analytics" at the Karlsruhe Institute of Technology (KIT), winter term 2020/2021.

agd-lab-2019-task-1

The supervisor repo for task 1 of the "Analyzing Big Data Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2019.

agd-lab-2019-task-2

The supervisor repo for task 2 of the "Analyzing Big Data Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2019.

agd-lab-2020

The supervisor repo for the "Analyzing Big Data Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2020.

alternative-feature-selection

Code for the papers "Finding Optimal Diverse Feature Sets with Alternative Feature Selection" and "Alternative Feature Selection with User Control".

analyzing-auction-verification

Code for the paper "Analyzing and Predicting Verification of Data-Aware Process Models -- a Case Study with Spectrum Auctions".

constrained-filter-feature-selection

Code for the paper "An Empirical Evaluation of Constrained Feature Selection".

constrained-subgroup-discovery

Code for the paper "Using Constraints to Discover Sparse and Alternative Subgroup Descriptions".

cs-select-ml-server

Besides its original purpose, demonstrates how to create a REST API with R and run it as a (parallelized) service.

dislocation-reaction-prediction

Code for Section 2 of the paper "Data-driven exploration and continuum modeling of dislocation networks".

ds-exercises-2021

The exercises for the lecture "Data Science I" at the Karlsruhe Institute of Technology (KIT), winter term 2021/2022.

ds-lab-2021

The supervisor repo for the "Data Science Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2021.

ds-lab-2022

The supervisor repo for the "Data Science Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2022.

ds-lab-2023

The supervisor repo for the "Data Science Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2023.

An R package containing dissimilarity measures and aggregation functions for time series, plus cluster validity indices. Part of the code for the paper "Understanding the Effects of Temporal Energy-Data Aggregation on Clustering Quality".

impact-aggregation-clustering

Code for the paper "Understanding the Effects of Temporal Energy-Data Aggregation on Clustering Quality".

mdsd_praktikum

A group repo for the practical course "Model-Driven Software Development" at the Karlsruhe Institute of Technology (KIT), summer term 2016.

meta-learning-feature-importance

Code for the suspended paper/project "Meta-Learning Feature Importance".

predicting-sat

Code and text for the suspended paper/project "Predicting Satisfiability of Benchmark Instances".

small-portfolios

Code and text for the paper "A Comprehensive Study of k-Portfolios of Recent SAT Solvers".

solver-demo

Demonstration of some MIP/SAT/SMT solvers/optimizers in multiple programming languages.

tournament-fs

Code for the suspended research project "Tournament Feature Selection".

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Jakob Bach's Projects

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