Alexander Schulz defended his Ph.D. thesis with the title ‘Discriminative Dimensionality Reduction: Variations, Applications, Interpretations’ at CITEC, Bielefeld University in early 2017. Currently, he is working as a post doc in the Machine Learning group at Bielefeld University. He has collaborated with groups from the Aalto University in Finland, the University of Groningen in the Netherlands, the University of Namur in Belgium and the Medical University of Vienna in Austria. His scientific contributions are in the areas of dimensionality reduction for data visualization, model interpretability, transfer learning and myoelectric control.
Lüdemann R, Schulz A, Kuhl U (2025) In: Computer-Human Interaction Research and Applications. 8th International Conference, CHIRA 2024, Porto, Portugal, November 21–22, 2024, Proceedings, Part II. Plácido da Silva H, Cipresso P (Eds); Communications in Computer and Information Science, 2371. Cham: Springer Nature Switzerland: 359-381.
Schroeder S, Schulz A, Hinder F, Hammer B (2024) In: Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods. Vol. 1. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications: 160-168.
Grimmelsmann N, Mechtenberg M, Vieth M, Schulz A, Hammer B, Schneider A (2024) In: Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications: 611-621.
Kummert J, Schulz A, Feldhans R, Habigt M, Stemmler M, Kohler C, Abel D, Rossaint R, Hammer B (2023) In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 1292-1297.
Feldhans R, Schulz A, Kummert J, Habigt M, Stemmler M, Kohler C, Abel D, Rossaint R, Hammer B (2023) In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE: 836-841.
Schroeder S, Schulz A, Kenneweg P, Hammer B (2023) In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications: 403-410.
Kenneweg P, Schroeder S, Schulz A, Hammer B (2023) In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications: 205-212.
Artelt A, Schulz A, Hammer B (2023) In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications: 27-38.
Vieth M, Schulz A, Hammer B (2023) In: Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I. Rojas I, Joya G, Catala A (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 92-104.
Liuliakov A, Schulz A, Hermes L, Hammer B (2023) In: Artificial Neural Networks and Machine Learning – ICANN 2023. 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26–29, 2023, Proceedings, Part IV. Iliadis L, Papaleonidas A, Angelov P, Jayne C (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 537-549.
Schroeder S, Schulz A, Tarakanov I, Feldhans R, Hammer B (2023) In: Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I. Rojas I, Joya G, Catala A (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 134-145.
Paaßen B, Schulz A (2020) In: Proceedings of the 28th European Symposium on Artificial Neural Networks (ESANN 2020). Verleysen M (Ed); Bruges: i6doc: 567-572.
Panda A, Yadav A, Yeerna H, Singh A, Biehl M, Lux M, Schulz A, Klecha T, Doniach S, Khiabanian H, Ganesan S, et al. (2020) In: Proceedings: AACR Annual Meeting 2020. Cancer Research, 80(16_ Supplement). Philadelphia: Amer Assoc Cancer Research.
Prahm C, Schulz A, Paaßen B, Schoisswohl J, Kaniusas E, Dorffner G, Hammer B, Aszmann O (2019) IEEE Transactions on Neural Systems and Rehabilitation Engineering 27(5): 956-962.
Schulz A, Queißer J, Ishihara H, Asada M (2018) Presented at the International Conference on Development and Learning and on Epigenetic Robotics 2018 (ICDL-EPIROB2018), Tokyo (In Press).
Paaßen B, Schulz A, Hahne J, Hammer B (2017) In: Proceedings of the 25th European Symposium on Artificial Neural Networks (ESANN 2017). Verleysen M (Ed); Bruges: i6doc.com: 129-134.
Prahm C, Schulz A, Paaßen B, Aszmann O, Hammer B, Dorffner G (2017) In: Proceedings of the 16th Conference on Artificial Intelligence in Medicine (AIME 2017). ten Telje A, Popow C, Holmes JH, Sacchi L (Eds); Lecture Notes in Computer Science, 10259. Springer: 338--342.
Schulz A, Hammer B (2016) In: ESANN2016 Proceedings. 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges, Belgium,27-29 April 2016. i6doc.com.
Paaßen B, Schulz A, Hammer B (2016) In: Proceedings of the Workshop New Challenges in Neural Computation 2016. Hammer B, Martinetz T, Villmann T (Eds); Machine Learning Reports(4). 11-18.
Prahm C, Paaßen B, Schulz A, Hammer B, Aszmann O (2016) In: Converging Clinical and Engineering Research on Neurorehabilitation II: Proceedings of the 3rd International Conference on NeuroRehabilitation (ICNR2016). Ibáñez J, Gonzáles-Vargas J, Azorín JM, Akay M, Pons JL (Eds); Springer: 153--157.
Schulz A, Hammer B (2015) In: Computer Analysis of Images and Patterns. Lecture Notes in Computer Science, 9257. Cham: Springer Science + Business Media: 437-449.
Blöbaum P, Schulz A, Hammer B (2015) In: Proceedings. 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Verleysen M (Ed); Louvain-la-Neuve: Ciaco: 507-512.
Schulz A, Hammer B (2015) In: 2015 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical & Electronics Engineers (IEEE): 1-8.
Mokbel B, Schulz A (2015) In: Proceedings of the Workshop New Challenges in Neural Computation (NC² 2015). Hammer B, Martinetz T, Villmann T (Eds); Machine Learning Reports(3). 41-48.
Frenay B, Hofmann D, Schulz A, Biehl M, Hammer B (2014) In: 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM). Piscataway, NJ: Institute of Electrical & Electronics Engineers (IEEE): 149-156.
Bloebaum P, Schulz A (2014) In: Proceedings of the Workshop New Challenges in Neural Computation (NC² 2014). Hammer B, Martinetz T, Villmann T (Eds); Machine Learning Reports. 42-51.
Gisbrecht A, Schulz A, Hammer B (2014) In: Pattern Recognition Applications and Methods. Advances in Intelligent Systems and Computing, 318. Cham: Springer Science + Business Media: 39-56.
Schulz A, Gisbrecht A, Hammer B (2014) In: ESANN, 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Verleysen M (Ed); Bruges, Belgium: i6doc.com: 165-170.
Hammer B, Gisbrecht A, Schulz A (2013) In: Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods. SCITEPRESS: 33-41.
Schulz A, Gisbrecht A, Hammer B (2013) In: Advances in computational intelligence. Proceedings. Vol 1. Rojas I, Joya G, Gabestany J (Eds); Lecture Notes in Computer Science, 7902. Springer: 59-68.
Vukanovicz S, Schulz A, Haschke R, Ritter H (2013) In: Workshop New Challenges in Neural Computation 2013. Machine Learning Reports, 2013(02). Bielefeld: Universität Bielefeld: 87.
Schulz A, Gisbrecht A, Bunte K, Hammer B (2012) In: Proceedings of the Workshop - New Challenges in Neural Computation 2012. Machine Learning Reports: 73-83.