Philipp Baumann

Orcid: 0000-0002-3286-4474

According to our database1, Philipp Baumann authored at least 26 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2023
A matheuristic for a customer assignment problem in direct marketing.
Eur. J. Oper. Res., 2023

The MPFCC Algorithm: A Model-Based Approach for Fair-Capacitated Clustering.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023

2022
PCCC: The Pairwise-Confidence-Constraints-Clustering Algorithm.
CoRR, 2022

FT-KMEANS: A Fast Algorithm For Fault-Tolerant Facility Location.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2022

A k-Means Algorithm for Clustering with Soft Must-link and Cannot-link Constraints.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

2021
A matheuristic for large-scale capacitated clustering.
Comput. Oper. Res., 2021

Minimizing Paper Waste and Setup Costs in Offset Printing.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2021

2020
An Order-First Split-Second Approach to a Novel Variant of the Cardinality-Constrained Covering Traveling Salesperson Problem.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2020

A Binary Linear Programming-Based K-Means Algorithm For Clustering with Must-Link and Cannot-Link Constraints.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2020

2019
A comparative study of the leading machine learning techniques and two new optimization algorithms.
Eur. J. Oper. Res., 2019

Optimizing Customer Assignments to Direct Marketing Activities: A Binary Linear Programming Formulation.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

A Binary Linear Programming-Based K-Means Approach for the Capacitated Centered Clustering Problem.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018
Staff assignment with lexicographically ordered acceptance levels.
J. Sched., 2018

Optimal construction and rebalancing of index-tracking portfolios.
Eur. J. Oper. Res., 2018

A Matheuristic for a Real-world Variant of the Multiple Traveling Salesman Problem.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

2017
High-performance geometric algorithms for sparse computation in big data analytics.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Sparse Computation for Large-Scale Data Mining.
IEEE Trans. Big Data, 2016

High-Throughput Glomeruli Analysis of μ CT Kidney Images Using Tree Priors and Scalable Sparse Computation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Sparse-Reduced Computation - Enabling Mining of Massively-large Data Sets.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015
Index tracking using data-mining techniques and mixed-binary linear programming.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

Improving fairness in staff assignment: An approach for lexicographic goal programming.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

Efficient deployment of mobile detectors for security applications.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

2014
A hybrid method for large-scale short-term scheduling of make-and-pack production processes.
Eur. J. Oper. Res., 2014

Efficient symmetry-breaking formulations for grouping customer orders in a printing shop.
Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014

2013
Portfolio-optimization models for small investors.
Math. Methods Oper. Res., 2013

2011
Heuristic decomposition and LP-based scheduling in make-and-pack production.
Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011


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