Melanie Schmidt

TU Dortmund University — Germany

Computer Science · Physical Sciences

26h-index2.4kcitations146works0.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Data Management and Algorithms(18), Complexity and Algorithms in Graphs(13), Facility Location and Emergency Management(13), Advanced Clustering Algorithms Research(12), Sociology and Education Studies(7)

Publications146 total

Turning Big Data Into Tiny Data: Coresets for Unsupervised Learning Problems
SIAM Review·2025
Enrichment of Hyaluronic Acid Binding Tumor Cells by Modulation of Selective Adhesion on Microgel Surfaces
Macromolecular Rapid Communications·2025· 1 citedOpen Access
Connected k-Center and k-Diameter Clustering
Algorithmica·2024Open Access
Local Search k-means++ with Foresight
arXiv (Cornell University)·2024Open Access
MRI Scan Synthesis Methods Based on Clustering and Pix2Pix
Lecture notes in computer science·2024· 4 cited
Approximately Pareto-optimal Solutions for Bi-Objective k-Clustering
2024
FPT Approximations for Fair $k$-Min-Sum-Radii
arXiv (Cornell University)·2024Open Access
Improved Guarantees for Fully Dynamic $k$-Center Clustering with Outliers in General Metric Spaces
2024
MRI Scan Synthesis Methods based on Clustering and Pix2Pix
arXiv (Cornell University)·2023· 2 citedOpen Access
Upper and lower bounds for complete linkage in general metric spaces
Machine Learning·2023· 1 citedOpen Access
Ungleiche, unMögliche Zukünfte
Debatte Beiträge zur Erwachsenenbildung·2023Open Access
Approximating Fair $k$-Min-Sum-Radii in Euclidean Space
arXiv (Cornell University)·2023Open Access
Approximating Fair k-Min-Sum-Radii in Euclidean Space
Lecture notes in computer science·2023· 1 cited
Connected k-Center and k-Diameter Clustering
arXiv (Cornell University)·2022· 1 citedOpen Access
Sinnlichkeit und Intervention. Eine politiktheoretische Diskussion der Schulentwicklung(-sforschung) mit Jacques Rancière
ZISU – Zeitschrift für interpretative Schul- und Unterrichtsforschung·2022Open Access
Selective Adhesion and Switchable Release of Breast Cancer Cells via Hyaluronic Acid Functionalized Dual Stimuli-Responsive Microgel Films
ACS Applied Bio Materials·2021· 11 cited
Coresets for constrained k-median and k-means clustering in low dimensional Euclidean space
arXiv (Cornell University)·2021· 1 citedOpen Access
Take your Positions and Shine: Effects of Positioning Aggregation‐Induced Emission Luminophores within Sequence‐Defined Macromolecules
Chemistry - A European Journal·2021· 5 citedOpen Access
Anonymization via Clustering of Locations in Road Networks
UC Santa Barbara·2021· 2 citedOpen Access
Achieving Anonymity via Weak Lower Bound Constraints for k-Median and k-Means
DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)·2020· 4 citedOpen Access
page 1 of 8Next →

Frequent Co-authors

Ulrike Kämmerer(8), Christian Sohler(8), J. Dietl(6), Hans-Ullrich Voelker(5), Michaela Kapp(4), Mathias Krockenberger(4), A. Hönig(4), Christiane Lammersen(3), Horst Wenck(3), Thomas Blatt(3), Hans‐Ullrich Völker(3), Hans–Konrad Müller–Hermelink(3), Chris Schwiegelshohn(3), Clemens Rösner(3), N Kohrenhagen(3), Martin Groß(3), Habeck Jo(3), C.J. Pfeiffer(3), J L Imbs(3), Matthias Luff(2)