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Baumann, Philipp (2023). The MPFCC algorithm: A model-based approach for fair-capacitated clustering (Unpublished). In: IEEE International Conference on Industrial Engineering and Engineering Management. 18.-21. December 2023.
Baumann, Philipp (2022). A k-means algorithm for clustering with soft must-link and cannot-link constraints (Unpublished). In: International Conference on Pattern Recognition Applications and Methods. Virtual Conference. 3.-5. February 2022.
Baumann, Philipp (2022). An integer optimization-based approach to fair clustering (Unpublished). In: 32nd European Conference on Operational Research. Espoo. 3.-6. July 2022.
Baumann, Philipp (2022). FT-KMEANS: a fast algorithm for fault-tolerant facility location (Unpublished). In: IEEE International Conference on Industrial Engineering and Engineering Management. Kuala Lumpur. 7.-10. December 2022.
Baumann, Philipp (2022). An integer programming-based algorithm for semi-supervised clustering (Unpublished). In: INFORMS Annual Meeting. Indianapolis. 16.-19. October 2022.
Baumann, Philipp (2021). Large-scale customer assignment in direct marketing (Unpublished). In: 31st Annual POMS Conference. Virtual Conference. 30. April-5. May 2021.
Baumann, Philipp (2021). A k-means algorithm for clustering with hard and soft must-link and cannot-link constraints (Unpublished). In: International Conference on Operations Research. Universität Bern (Virtual Conference). 31. August - 03. September 2021.
Baumann, Philipp (2021). Clustering with weighted must-link and cannot-link constraints (Unpublished). In: INFORMS Annual Meeting. Anaheim. 24.-27. October 2021.
Baumann, Philipp (2021). Minimizing paper waste and setup costs in offset printing (Unpublished). In: IEEE International Conference on Industrial Engineering and Engineering Management. Virtual Conference. 13.-16. December 2021.
Baumann, Philipp (2020). A binary linear programming-based k-means algorithm for clustering with must-link and cannot-link constraints. (Unpublished). In: IEEM International Conference on Industrial Engineering and Engineering Management (IEEM). Virtual Conference. 14.-17. December 2020.
Baumann, Philipp (23 June 2019). Comparing two new combinatorial optimization algorithms to leading machine learning techniques (Unpublished). In: European Conference on Operational Research. Dublin. 23.-26.06.2019.
Baumann, Philipp (17 May 2019). Comparing two new combinatorial optimization algorithms for binary classification to leading machine learning techniques (Unpublished). In: Colloquia of the Department of Mathematical Statistics and Actuarial Sciences of the University of Bern. Bern. 17.04. 2019.
Baumann, Philipp (3 May 2019). Optimal Customer Selection for Direct Marketing Campaigns (Unpublished). In: 30th Annual POMS Conference. Washington D.C.. 2.-6.05. 2019.
Trautmann, Norbert; Baumann, Philipp (2012). A hybrid approach to large-scale short-term scheduling in make-and-pack production (Unpublished). In: 4th International Conference on Information Systems, Logistics and Supply Chain. Québec. 26.08.-29.08.2012.
Baumann, Philipp (2012). Planning of a continuous production process in the printing industry (Unpublished). In: 25th European Conference on Operational Research. Vilnius. 08.07.-11.07.2012.
Baumann, Philipp (2012). A hybrid approach to large-scale short-term scheduling in make-and-pack production (Unpublished). In: Operational Research Peripatetic Postgraduate Program. Linz. 16.07.-20.07.2012.
Bigler, T; Kammermann, M; Baumann, P (2023). A matheuristic for a customer assignment problem in direct marketing. European journal of operational research, 304(2), pp. 689-708. Elsevier 10.1016/j.ejor.2022.04.009
Tran, Vanessa; Kammermann, Manuel; Baumann, Philipp (2023). The MPFCC algorithm: A model-based approach for fair-capacitated clustering. In: IEEE International Conference on Industrial Engineering and Engineering Management. 10.1109/IEEM58616.2023.10406388
Baumann, Philipp; Kammermann, Manuel Stanley; Elsaesser, Silvan (20 January 2022). Minimizing paper waste and setup costs in offset printing. In: IEEE International Conference on Industrial Engineering and Engineering Management (pp. 858-862). IEEE 10.1109/IEEM50564.2021.9673049
Baumann, Philipp (2022). FT-KMEANS: a fast algorithm for fault-tolerant facility location. In: Proceedings of the 2022 IEEE International Conference on Industrial Engineering and Engineering Management. 10.1109/IEEM55944.2022.9989850
Gnägi, Mario; Baumann, Philipp (2021). A matheuristic for large-scale capacitated clustering. Computers & operations research, 132, p. 105304. Elsevier 10.1016/j.cor.2021.105304
Baumann, Philipp; Keupp, Marcus M. (2020). Assessing the Reliability of Street Networks: A Case Study Based on the Swiss Street Network. In: Keupp, Marcus Matthias (ed.) The Security of Critical Infrastructures: Risk, Resilience and Defense. International Series in Operations Research & Management Science: Vol. 288 (pp. 111-129). Springer 10.1007/978-3-030-41826-7_8
Baumann, Philipp (2020). A binary linear programming-based k-means algorithm for clustering with must-link and cannot-link constraints. In: 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 324-328). IEEE 10.1109/IEEM45057.2020.9309775
Schöni, C.; Baumann, P.; Trautmann, N. (2020). An order-first split-second approach to a novel variant of the cardinality-constrained covering traveling salesperson problem. In: 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 615-619). IEEE 10.1109/IEEM45057.2020.9309753
Bigler, Tamara; Baumann, Philipp; Kammermann, Manuel (16 December 2019). Optimizing Customer Assignments to Direct Marketing Activities: A Binary Linear Programming Formulation. In: IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). Macau. 15.-18.12.2019.
Baumann, Philipp (16 December 2019). A Binary Linear Programming-Based K-Means Approach for the Capacitated Centered Clustering Problem. In: IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). Macau. 15.-18.12.2019.
Baumann, Philipp; Hochbaum, D.S.; Yang, Y.T. (2019). A comparative study of the leading machine learning techniques and two new optimization algorithms. European journal of operational research, 272(3), pp. 1041-1057. Elsevier 10.1016/j.ejor.2018.07.009
Baumann, Philipp (19 December 2018). A matheuristic for a real-world variant of the multiple traveling salesman problem. In: IEEM 2018: IEEE International Conference on Industrial Engineering and Engineering Management. Bangkok. 16.12-19.12.2018.
Baumann, Philipp (19 December 2018). A matheuristic for a real-world variant of the multiple traveling salesman problem (Unpublished). In: IEEM International Conference on Industrial Engineering and Engineering Management 2018. Bangkok. 16.-19. Dezember 2018.
Baumann, Philipp (8 July 2018). Scaling up similarity-based machine learning models: New geometric algorithms for sparse computation. (Unpublished). In: 29th European Conference on Operational Research. Valencia. 8.-11. July.
Baumann, Philipp (5 May 2018). A Matheuristic for a Multi-Period Home Care Routing and Scheduling Problem (Unpublished). In: 29th Annual POMS Conference. Houston. 04.-07.05.2018.
Strub, Oliver; Baumann, Philipp (2018). Optimal construction and rebalancing of index-tracking portfolios. European journal of operational research, 264(1), pp. 370-387. Elsevier 10.1016/j.ejor.2017.06.055
Rihm, Tom; Baumann, Philipp (2018). Staff assignment with lexicographically ordered acceptance levels. Journal of scheduling, 21(2), pp. 167-189. Springer 10.1007/s10951-017-0525-1
Baumann, Philipp; Hochbaum, Dorit S.; Spaen, Quico (11 December 2017). High-performance geometric algorithms for sparse computation in big data analytics. In: Proceedings of the 2017 IEEE International Conference on Big Data. Boston. 11.-14.12.2017. 10.1109/BigData.2017.8257970
Gnägi, Mario; Baumann, Philipp (10 December 2017). Large-scale clustering using mathematical programming. In: Proceeding of the 2017 IEEE International Conference on Industrial Engineering and Engineering Management. Singapore. 10.-13. Dezember. 10.1109/IEEM.2017.8289999
Baumann, Philipp (10 December 2017). Optimal staff assignment and routing in personalized home care. In: Proceedings of the 2017 IEEE International Conference on Industrial Engineering and Engineering Management. Singapore. 10.-13.12.2017. 10.1109/IEEM.2017.8290048
Baumann, Philipp (29 June 2017). Scaling up data mining techniques (Unpublished). In: 15th Swiss Operations Research Days. Fribourg. 29.-30.06.2017.
Baumann, Philipp (May 2017). Segmentation of Medical Images Using Mathematical Programming (Unpublished). In: 28th Annual POMS Conference. Seattle. 05.-08.05.2017.
Baumann, Philipp (December 2016). Sparse-reduced computation for large-scale spectral clustering. In: 2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 1284-1288). IEEE 10.1109/IEEM.2016.7798085
Baumann, Philipp (December 2016). Sparse-reduced computation for large-scale spectral clustering (Unpublished). In: IEEE International Conference on Industrial Engineering and Engineering Management. Bali. 4.12.-7.12.2016.
Correa Shokiche, Carlos Enrique; Baumann, Philipp; Hlushchuk, Ruslan; Djonov, Valentin; Reyes, Mauricio (17 October 2016). High-Throughput Glomeruli Analysis of micro-CT Kidney Images Using Tree Priors and Scalable Sparse Computation. In: International Conference on Medical Image Computing and Computer-Assisted Intervention. Lecture Notes in Computer Science: Vol. 9901 (pp. 370-378). Cham: Springer International Publishing 10.1007/978-3-319-46723-8_43
Baumann, Philipp (February 2016). Sparse-reduced computation: enabling mining of massively-large data sets (Unpublished). In: 5th International Conference on Pattern Recognition Applications and Methods. Rome. 24.-26.02.2016.
Baumann, Philipp; Trautmann, Norbert (2016). A note on the selection of priority rules in software packages for project management. Flexible Services and Manufacturing Journal, 28(4), pp. 694-702. Springer 10.1007/s10696-016-9236-8
Baumann, Philipp; Hochbaum, D.S.; Spaen, Q. (2016). Sparse-reduced computation: enabling mining of massively-large data sets. In: 5th International Conference on Pattern Recognition Applications and Methods. Rome. 24.-26.02.2016.
Hochbaum, Dorit S.; Baumann, Philipp (2016). Sparse computation for large-scale data mining. IEEE Transactions on Big Data, 2(2), pp. 151-174. Institute of Electrical and Electronics Engineers 10.1109/TBDATA.2016.2576470
Strub, Oliver; Baumann, Philipp (December 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, pp. 1208-1212. Singapore: IEEE 10.1109/IEEM.2015.7385839
Rihm, Tom; Baumann, Philipp (December 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, pp. 1247-1251. Singapore: IEEE 10.1109/IEEM.2015.7385847
Baumann, Philipp (December 2015). Efficient Deployment of Mobile Detectors for Security Applications (Unpublished). In: IEEE International Conference on Industrial Engineering and Engineering Management. Singapore. 06.-09.12.2015.
Baumann, Philipp; Cooper, Reynold J.; Hochbaum, Dorit S.; Patel, Nidhi; Shalia, Kunal (December 2015). Efficient Deployment of Mobile Detectors for Security Applications. Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, pp. 214-218. Singapore: IEEE 10.1109/IEEM.2015.7385639
Baumann, Philipp; Forrer, Salome; Trautmann, Norbert (2015). Planning of a make-to-order production process in the printing industry. Flexible Services and Manufacturing Journal, 27(4), pp. 534-560. Springer 10.1007/s10696-014-9203-1
Baumann, Philipp; Trautmann, Norbert (2015). Resource-Constrained Project Scheduling with Project Management Information Systems. In: Schwindt, Christoph; Zimmermann, Jürgen (eds.) Handbook on Project Management and Scheduling. International Handbooks on Information Systems: Vol. 2 (pp. 1385-1400). Springer International Publishing 10.1007/978-3-319-05915-0_32
Baumann, Philipp; Fündeling, Cord-Ulrich; Trautmann, Norbert (2015). The Resource-Constrained Project Scheduling Problem with Work-Content Constraints. In: Schwindt, Christoph; Zimmermann, Jürgen (eds.) Handbook on Project Management and Scheduling. International Handbooks on Information Systems: Vol. 1 (pp. 533-544). Cham: Springer International Publishing 10.1007/978-3-319-05443-8_24
Rihm, Tom; Baumann, Philipp (2015). A lexicographic goal programming approach for staff assignment with acceptance levels. In: Proceedings of the 7th Multidisciplinary International Conference on Scheduling: Theory and Applications. Prague.
Baumann, Philipp; Trautmann, Norbert (December 2014). Efficient symmetry-breaking formulations for grouping customer orders in a printing shop. In: Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management. Malaysia.
Baumann, Philipp; Trautmann, Norbert (December 2014). Efficient symmetry-breaking formulations for grouping customer orders in a printing shop (Unpublished). In: 2014 IEEE International Conference on Industrial Engineering and Engineering Management. Malaysia. 09.12.-12.12.2014.
Baumann, Philipp; Trautmann, Norbert (2014). A hybrid method for large-scale short-term scheduling of make-and-pack production processes. European journal of operational research, 236(2), pp. 718-735. Elsevier 10.1016/j.ejor.2013.12.040
Baumann, Philipp (May 2014). Efficient binary classification of large data sets (Unpublished). In: POMS 25th Annual Conference. Atlanta. 09.-12.05.2014.
Baumann, Philipp; Trautmann, Norbert (2014). An MILP formulation for scheduling of work-content-constrained projects. In: Fliedner, Thomas; Kolisch, Rainer; Naber, Anulark (eds.) Proceedings of the 14th International Conference on Project Management and Scheduling (pp. 24-27). TUM School of Management
Baumann, Philipp (2014). Efficient symmetry-breaking formulations for grouping customer orders in a printing shop (Unpublished). In: Programme Doctoral en Recherche Opérationelle. Zinal. 31.08.-03.09.2014.
Baumann, Philipp (2014). Sparse computation for large-scale binary classification (Unpublished). In: IFORS 2014 : 20th Conference of the International Federation of Operational Research Societies. Barcelona. 13.-18.07.2014.
Baumann, Philipp (2014). Portfolio-optimization models for small investors. In: Center for Risk Management Research Seminar. Berkeley. 28.01.2014.
Baumann, Philipp (2014). An MILP formulation for scheduling of work-content-constrained projects (Unpublished). In: 14th International Conference on Project Management and Scheduling. München. 30.03.-02.04.2014.
Baumann, Philipp; Trautmann, Norbert (December 2013). Optimal Scheduling of Work-Content-Constrained Projects (Unpublished). In: 2013 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). Bangkok. 10.-13.12.2013.
Baumann, Philipp; Trautmann, Norbert (2013). Portfolio-optimization models for small investors. MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 77(3), pp. 345-356. Springer Berlin Heidelberg 10.1007/s00186-012-0408-3
Baumann, Philipp; Trautmann, Norbert (2013). A continuous-time MILP model for short-term scheduling of make-and-pack production processes. International journal of production research, 51(6), pp. 1707-1727. Taylor & Francis 10.1080/00207543.2012.694489
Baumann, Philipp; Trautmann, Norbert (2013). Optimal Scheduling of Work-Content-Constrained Projects (Unpublished). In: Proceedings of the 2013 IEEE International Conference on Industrial Engineering and Engineering Management.
Baumann, Philipp (2013). User influence on resource allocation with project management software (Unpublished). In: 43rd International Conference on Computers and Industrial Engineering. Hong Kong. 16.10.-18.10.2013.
Baumann, Philipp (2013). Short-term scheduling of make-and-pack production processes: a hybrid method for large-scale instances (Unpublished). In: 26th European Conference on Operational Research. Rome. 01.07.-04.07.2013.
Baumann, Philipp (2013). A hybrid heuristic for operations scheduling of make-and-pack production processes (Unpublished). In: 24th Annual POMS Conference. Denver. 03.05.-06.05.2013.
Baumann, Philipp (2013). Planning of a make-to-order printing process: MBLP formulation and matching-based savings heuristic (Unpublished). In: 55th CORS Annual Conference. Vancouver. 27.05.-29.05.2013.
Baumann, Philipp; Trautmann, Norbert (2012). Operations scheduling in make-and-pack production: schedule construction and GA-based priority-rule generation procedures. In: Kwong, S.; Ng, S.; Jiao, R.; Xie, M. (eds.) Proceedings of the 2012 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 454-458). IEEE
Baumann, Philipp (2012). Operations scheduling in make-and-pack production: schedule construction and GA-based priority-rule generation procedures. In: IEEE International Conference on Industrial Engineering and Engineering Management. Hong Kong. 10.12.-13.12.2012.
Baumann, Philipp (2012). Planning of a continuous production process in the printing industry (Unpublished). In: Workshop on large-scale optimization. Vevey. 21.11.-22.11.2012.
Baumann, Philipp (2012). A priority-rule based genetic algorithm for large-scale short-term scheduling in make-and-pack production (Unpublished). In: 10th Joint Operations Research Days. Neuchâtel. 28.06.-29.06.2012.
Baumann, Philipp (2012). A hybrid approach to large-scale short-term scheduling in make-and-pack production (Unpublished). In: INFORMS International Conference. Beijing. 24.06.-27.06.2012.
Baumann, Philipp (2012). Large-scale short-term scheduling in make-and-pack production: case study and GA-based approach (Unpublished). In: 23rd Annual POMS Conference. Chicago. 20.04.-23.04.2012.
Baumann, Philipp (2012). Heuristic decomposition and LP-based scheduling in make-and-pack production (Unpublished). In: Programme doctoral en recherche opérationnelle. Zinal. 15.01.-19.01.2012.
Baumann, Philipp (December 2011). Heuristic decomposition and LP-based scheduling in make-and-pack production. In: IEEE International Conference on Industrial Engineering and Engineering Management. Singapore. 06.12.-09.12 2011.
Baumann, Philipp (September 2011). A continuous-time MILP-approach to short-term scheduling of make-and-pack production processes (Unpublished). In: Operations Research 2011. Zurich. 30.08-02.09. 2011.
Baumann, Philipp (August 2011). Minimizing changeover times of a make-and-pack production process: model and case study (Unpublished). In: 5th Multidisciplinary International Scheduling Conference : Theory and Applications. Phoenix. 09.08.-12.08 2011.
Baumann, Philipp (July 2011). Portfolio-selection models for small investors (Unpublished). In: 19th Triennial Conference of the International Federation of Operational Research Societies. Melbourne. 10.07.-15.07.2011.
Baumann, Philipp (May 2011). A continuous-time MILP approach to short-term scheduling of an industrial make-and-pack production process (Unpublished). In: Ninth Joint Operations Research Days. Bern. 12.05.-13.05.2011.
Baumann, Philipp; Trautmann, Norbert (2011). Heuristic decomposition and LP-based scheduling in make-and-pack production. In: Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 362-366). IEEE 10.1109/IEEM.2011.6117939
Baumann, Philipp; Trautmann, Norbert (2011). Minimizing changeover times of a make-and-pack production process: model and case study. In: Fowler, J.; Kendall, G.; McCollum, B. (eds.) Proceedings of the 5th Multidisciplinary International Conference on Scheduling: Theory and Application MISTA 2011. Phoenix, Arizona, USA. 09.08.-11.08.2011.
Trautmann, Norbert; Baumann, Philipp; Saner, Nadine; Schäfer, Tobias (2011). Decomposition approaches for multi-stage multi-product batch-production scheduling: a refined batching model. In: Fowler, J.; Kendall, G.; McCollum, B. (eds.) Proceedings of the 5th Multidisciplinary International Conference on Scheduling: Theory and Application MISTA 2011. Phoenix, Arizona, USA. 09.08.-11.08.2011.
Baumann, Philipp (2011). A continuous-time MILP to compute schedules with minimum changeover times for a make-and-pack production (Unpublished). In: 21st European Symposium on Computer Aided Process Engineering. Chalkidiki. 29.05.-01.06.2011.
Baumann, Philipp; Trautmann, Norbert; Zimmermann, Adrian (2010). An implementation of the iterative forward/backward scheduling technique in Microsoft Project. In: 12th International Conference on Project Management and Scheduling.
Trautmann, Norbert; Baumann, Philipp (2010). An iterative backward/forward technique for the scheduling of resource-constrained projects within Microsoft Project. In: Proceedings of the 2010 IEEE International Conference on Industrial Engineering and Engineering Management, Macau.
Baumann, Philipp; Trautmann, Norbert (2010). An MILP approach to short-term scheduling of an industrial make-and-pack production facility with batch splitting and quality release times. In: Proceedings of the 2010 IEEE International Conference on Industrial Engineering and Engineering Management, Macau.
Trautmann, Norbert; Baumann, Philipp (2010). A bidirectional schedule-improvement procedure for Microsoft Project. In: Proceedings of the 40th International Conference on Computers and Industrial Engineering, Awaji.
Trautmann, Norbert; Baumann, Philipp (2009). Resource-constrained scheduling of a real project from the construction industry. A comparison of software packages for project management. In: Sun, Hongyi; Jiao, Roger; Xie, Min (eds.) Proceedings of the 2009 IEEE International Conference on Industrial Engineering and Engineering Management, Hong Kong 8.-11.12.2009 (pp. 628-632). New York: Institute of Electrical and Electronics Engineers IEEE 10.1109/IEEM.2009.5373255
Trautmann, Norbert; Baumann, Philipp (2009). Resource-allocation capabilities of commercial project management software. An experimental analysis. In: Kacem, Imed (ed.) Proceedings of the 39th International Conference on Computers and Industrial Engineering, Troyes 6.-9.7.2009 (pp. 1143-1148). New York: Institute of Electrical and Electronics Engineers IEEE 10.1109/ICCIE.2009.5223881
Trautmann, Norbert; Baumann, Philipp (2009). Project Scheduling with Precedence Constraints and Scarce Resources. An Experimental Analysis of Commercial Project Management Software. In: Fleischmann, Bernhard; Borgwardt, Karl Heinz; Klein, Robert; Tuma, Axel (eds.) Operations Research Proceedings 2008. Selected Papers of the Annual International Conference of the German Operations Research Society (GOR) University of Augsburg, September 3-5, 2008 (pp. 165-170). Heidelberg: Springer Verlag
