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BOOKS


BOOK CONTRIBUTIONS


JOURNALS

» Experimental Methods to Enable High-Throughput Characterization of New Structural Materials




Author:

Nils Ellendt, Brigitte Clausen, Nicole Mensching, Daniel Meyer, Christina Plump, Heike Sonnenberg, Matthias Steinbacher, Anastasiya Tönjes
Journal:
JOM: the journal of the Minerals, Metals & Materials Society
Details:
JOM 73, 3347–3355
Year:


2021





» Measurement and evaluation of calorimetric descriptors for the suitability for evolutionary high-throughput material development
[Link to the Homepage of this journal]




Author:

Anastasiya Toenjes, Heike Sonnenberg, Christina Plump, Rolf Drechsler, Axel von Hehl
Journal:
Metals
Details:
Volume 9 (2), 149;
Year:


2019





» Evaluation of (power) side-channels in cryptographic implementations
[Link to the Homepage of this journal]




Author:

Florian Bache, Christina Plump, Jonas Wloka, Tim Güneysu, and Rolf Drechsler
Journal:
it – Information Technology
Details:
Volume 61(1), DOI: 10.1515/itit-2018-0028
Year:


2019






CONFERENCES



» Using density of training data to improve evolutionary algorithms with approximative fitness functions




Author:

Christina Plump, Bernhard J. Berger, Rolf Drechsler
Conference:
Congress of Evolutionary Computation (CEC)
Reference:

Padua, Italien, 2022
Hyperlink:

[To the Site of this Conference]



» Adapting mutation and recombination operators to range-aware relations in real-world application data




Author:

Christina Plump, Bernhard J. Berger, Rolf Drechsler
Conference:
The Genetic and Evolutionary Computation Conference (GECCO Companion)
Reference:

Boston, USA, 2022
Hyperlink:

[To the Site of this Conference]



» Choosing the right technique for the right restriction - a domain-specific approach for enforcing search-space restrictions in evolutionary algorithms




Author:

Christina Plump, Bernhard Berger, Rolf Drechsler
Conference:
LDIC-2022
Reference:

Bremen, Germany
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]



» Domain-driven correlation-aware recombination and mutation operators for complex real-world applications




Author:

Christina Plump, Bernhard J. Berger, Rolf Drechsler
Conference:
IEEE Congress on Evolutionary Computation (CEC)
Reference:

Kraków, Poland, 2021
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]



» Improving evolutionary algorithms by enhancing an approximative fitness function through prediction intervals




Author:

Christina Plump, Bernhard J. Berger, Rolf Drechsler
Conference:
IEEE Congress on Evolutionary Computation (CEC)
Reference:

Krakow, Poland, 2021
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]



» Combining Machine Learning and Formal Techniques for Small Data Applications - A Framework to Explore New Structural Materials




Author:

Rolf Drechsler, Sebastian Huhn, Christina Plump
Conference:
Euromicro Conference on Digital System Design (DSD)
Reference:

Portorož, Slowenien, 2020
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]



» Building Fast Multi-Agent Systems using Hardware Design Languages for High-Throughput Systems




Author:

Jannis Stoppe, Christina Plump, Sebastian Huhn, Rolf Drechsler
Conference:
6th International Conference on Dynamics in Logistics (LDIC)
Reference:

Bremen, Germany, 2018
Hyperlink:

[To the Site of this Conference]
PDF:

[view Pdf]



» Confident Leakage Assessment - A Side-Channel Evaluation Framework based on Confidence Intervals




Author:

Florian Bache, Christina Plump, Tim Güneysu
Conference:
Design, Automation and Test in Europe (DATE)
Reference:

Dresden, Germany, 2018
Hyperlink:

[To the Site of this Conference]


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