@inproceedings{48868, author = {{Bossek, Jakob and Neumann, Aneta and Neumann, Frank}}, booktitle = {{Proceedings of the Genetic and Evolutionary Computation Conference Companion}}, isbn = {{978-1-4503-9268-6}}, pages = {{824–842}}, publisher = {{Association for Computing Machinery}}, title = {{{Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA}}}, doi = {{10.1145/3520304.3533626}}, year = {{2022}}, } @inproceedings{48882, abstract = {{In multimodal multi-objective optimization (MMMOO), the focus is not solely on convergence in objective space, but rather also on explicitly ensuring diversity in decision space. We illustrate why commonly used diversity measures are not entirely appropriate for this task and propose a sophisticated basin-based evaluation (BBE) method. Also, BBE variants are developed, capturing the anytime behavior of algorithms. The set of BBE measures is tested by means of an algorithm configuration study. We show that these new measures also transfer properties of the well-established hypervolume (HV) indicator to the domain of MMMOO, thus also accounting for objective space convergence. Moreover, we advance MMMOO research by providing insights into the multimodal performance of the considered algorithms. Specifically, algorithms exploiting local structures are shown to outperform classical evolutionary multi-objective optimizers regarding the BBE variants and respective trade-off with HV.}}, author = {{Heins, Jonathan and Rook, Jeroen and Schäpermeier, Lennart and Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}}, booktitle = {{Parallel Problem Solving from Nature (PPSN XVII)}}, editor = {{Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tusar, Tea}}, isbn = {{978-3-031-14714-2}}, keywords = {{Anytime behavior, Benchmarking, Continuous optimization, Multi-objective optimization, Multimodality, Performance metric}}, pages = {{192–206}}, publisher = {{Springer International Publishing}}, title = {{{BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems}}}, doi = {{10.1007/978-3-031-14714-2_14}}, year = {{2022}}, } @inproceedings{48894, abstract = {{Recently different evolutionary computation approaches have been developed that generate sets of high quality diverse solutions for a given optimisation problem. Many studies have considered diversity 1) as a mean to explore niches in behavioural space (quality diversity) or 2) to increase the structural differences of solutions (evolutionary diversity optimisation). In this study, we introduce a co-evolutionary algorithm to simultaneously explore the two spaces for the multi-component traveling thief problem. The results show the capability of the co-evolutionary algorithm to achieve significantly higher diversity compared to the baseline evolutionary diversity algorithms from the literature.}}, author = {{Nikfarjam, Adel and Neumann, Aneta and Bossek, Jakob and Neumann, Frank}}, booktitle = {{Parallel Problem Solving from Nature (PPSN XVII)}}, editor = {{Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tu\v sar, Tea}}, isbn = {{978-3-031-14714-2}}, keywords = {{Co-evolutionary algorithms, Evolutionary diversity optimisation, Quality diversity, Traveling thief problem}}, pages = {{237–249}}, publisher = {{Springer International Publishing}}, title = {{{Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem}}}, doi = {{10.1007/978-3-031-14714-2_17}}, year = {{2022}}, } @article{48878, abstract = {{Due to the rise of continuous data-generating applications, analyzing data streams has gained increasing attention over the past decades. A core research area in stream data is stream classification, which categorizes or detects data points within an evolving stream of observations. Areas of stream classification are diverse\textemdash ranging, e.g., from monitoring sensor data to analyzing a wide range of (social) media applications. Research in stream classification is related to developing methods that adapt to the changing and potentially volatile data stream. It focuses on individual aspects of the stream classification pipeline, e.g., designing suitable algorithm architectures, an efficient train and test procedure, or detecting so-called concept drifts. As a result of the many different research questions and strands, the field is challenging to grasp, especially for beginners. This survey explores, summarizes, and categorizes work within the domain of stream classification and identifies core research threads over the past few years. It is structured based on the stream classification process to facilitate coordination within this complex topic, including common application scenarios and benchmarking data sets. Thus, both newcomers to the field and experts who want to widen their scope can gain (additional) insight into this research area and find starting points and pointers to more in-depth literature on specific issues and research directions in the field.}}, author = {{Clever, Lena and Pohl, Janina Susanne and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}}, issn = {{2076-3417}}, journal = {{Applied Sciences}}, keywords = {{big data, data mining, data stream analysis, machine learning, stream classification, supervised learning}}, number = {{18}}, pages = {{9094}}, publisher = {{{Multidisciplinary Digital Publishing Institute}}}, title = {{{Process-Oriented Stream Classification Pipeline: A Literature Review}}}, doi = {{10.3390/app12189094}}, volume = {{12}}, year = {{2022}}, } @inproceedings{48896, abstract = {{Hardness of Multi-Objective (MO) continuous optimization problems results from an interplay of various problem characteristics, e. g. the degree of multi-modality. We present a benchmark study of classical and diversity focused optimizers on multi-modal MO problems based on automated algorithm configuration. We show the large effect of the latter and investigate the trade-off between convergence in objective space and diversity in decision space.}}, author = {{Rook, Jeroen and Trautmann, Heike and Bossek, Jakob and Grimme, Christian}}, booktitle = {{Proceedings of the Genetic and Evolutionary Computation Conference Companion}}, isbn = {{978-1-4503-9268-6}}, keywords = {{configuration, multi-modality, multi-objective optimization}}, pages = {{356–359}}, publisher = {{Association for Computing Machinery}}, title = {{{On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems}}}, doi = {{10.1145/3520304.3528998}}, year = {{2022}}, } @inbook{49627, author = {{Schulte Eickholt, Swen and Perfölz, René}}, booktitle = {{Jahrbuch für Interantionale Germanistik. Wege der Germanistik in transkultureller Perspektive. Akten des XIV. Kongresses der Interantionelen Vereinigung für Germanistik (IVG) (Bd. 11)}}, editor = {{Auteri, Laura and Barrale, Natascia and Die Bella, Arianna }}, pages = {{468--508}}, title = {{{ Interkulturelle Gattungstransfers und - transformationen zwischen Europa und der Türkei am Beispiel des Schelmenromans}}}, year = {{2022}}, } @techreport{35799, author = {{Koch, Reinald and Holtmann, Svea and Giese, Henning}}, issn = {{1556-5068}}, title = {{{Losses Never Sleep - The Effect of Tax Loss Offset on Stock Market Returns during Economic Crises}}}, doi = {{10.2139/ssrn.4096944}}, volume = {{269}}, year = {{2022}}, } @article{49658, author = {{Pape, S. and Fiege, Amanda Sophie and Mindt, Ilka}}, issn = {{0947-0034}}, journal = {{Anglistik}}, keywords = {{General Medicine}}, number = {{2}}, pages = {{15--27}}, publisher = {{Universitatverlag WINTER Heidelberg}}, title = {{{‘Authentic Englishes.nrw’ – Developing and Using Interactive Teaching and Learning Materials on Varieties of English}}}, doi = {{10.33675/angl/2022/2/6}}, volume = {{33}}, year = {{2022}}, } @inbook{49656, author = {{Fiege, Amanda Sophie and Pape, Stefan}}, booktitle = {{#MoodleKannMehr – nicht nur im Distanzunterricht! }}, editor = {{Krähwinkel, Tanja}}, isbn = {{978-3-96784-19-3}}, pages = {{76–78}}, publisher = {{Visual Ink Publishing}}, title = {{{Moodle in der Hochschullehre: Struktur durch HTML-Code}}}, year = {{2022}}, } @inproceedings{34001, author = {{Arian, Bahman and Homberg, Werner and Kersting, Lukas and Trächtler, Ansgar and Rozo Vasquez, Julian}}, booktitle = {{36. Aachener Stahlkolloquium – Umformtechnik “Ideen Form geben“}}, isbn = {{978-3-95886-460-3}}, pages = {{333--347}}, title = {{{Produktkennzeichnung durch lokal definierte Einstellung von ferromagnetischen Eigenschaften beim Drückwalzen von metastabilen Stahlwerkstoffen}}}, year = {{2022}}, } @inproceedings{34003, author = {{Arian, Bahman and Oesterwinter, Annika and Homberg, Werner and Rozo Vasquez, Julian and Walther, Frank and Kersting, Lukas and Trächtler, Ansgar}}, booktitle = {{19th Int. Conference on Metal Forming 2022}}, title = {{{A flow forming process model to predict workpiece properties in AISI 304L}}}, year = {{2022}}, } @inbook{49748, author = {{Betz, Stefan}}, booktitle = {{Aktuelle Fragestellungen zu Produktion, Controlling und Logistik}}, editor = {{Betz, Stefan}}, isbn = {{978-3-339-12536-1}}, pages = {{307--337}}, publisher = {{Dr. Kovac}}, title = {{{Lagerkapazitätsdimensionierung als betriebswirtschaftliches Entscheidungsproblem}}}, year = {{2022}}, } @inbook{49743, author = {{Betz, Stefan}}, booktitle = {{Aktuelle Fragestellungen zu Produktion, Controlling und Logistik}}, editor = {{Betz, Stefan}}, isbn = {{978-3-339-12536-1}}, pages = {{89--115}}, publisher = {{Dr. Kovac}}, title = {{{Strategische Erfolgsplanung für Produktinnovationen}}}, year = {{2022}}, } @misc{49770, author = {{Huybrechts, Yves}}, publisher = {{BelgienNet}}, title = {{{"Die Bombardierung von Brüssel - teil 2" (Podcast)}}}, year = {{2022}}, } @misc{49754, author = {{Huybrechts, Yves}}, publisher = {{BelgienNet}}, title = {{{"Das Museum der BSD in Soest. Ein Interview mit Burkhard Schnettler"}}}, year = {{2022}}, } @book{36502, editor = {{Taschl-Erber, Andrea and Eder, Sigrid and Langer, Gerhard and Müllner, Ilse and Schiller, Johannes }}, title = {{{Frauen, die sich einmischen. Biblisch-politische Lektüren. Festschrift für Imtraud Fischer}}}, year = {{2022}}, } @inbook{49820, author = {{Taschl-Erber, Andrea}}, booktitle = {{ Gottes-Bilder. Zur Metaphorik biblischer Gottesrede }}, editor = {{Burz-Tropper, Veronika}}, pages = {{187--206}}, title = {{{Gottesbilder in den Deuteropaulinen. Metaphernrezeption im Kontext von Bildfeldtraditionen}}}, doi = {{10.17433/978-3-17-040979-8}}, volume = {{232}}, year = {{2022}}, } @book{36504, editor = {{Taschl-Erber, Andrea and Guanzini , Isabella and Hable, Ingrid }}, title = {{{„Die desinfizierte Gesellschaft. Zwischen Schutz des Sozialen und Entsozialisierung in (post)pandemischen Zeiten“}}}, volume = {{5/1}}, year = {{2022}}, } @techreport{49875, author = {{Giese, Henning and Koch, Reinald and Gamm, Markus}}, publisher = {{arqus}}, title = {{{Tax Avoidance and Vertical Interlocks within Multinational Enterprises}}}, doi = {{10.2139/ssrn.4137265}}, year = {{2022}}, } @misc{49115, author = {{Hüster, Jonas Maximilian}}, pages = {{127}}, title = {{{Zum Potential von Lernmaterial für den Einsatz im konfessionell-kooperativen Religionsunterricht: eine qualitative Inhaltsanalyse von Unterrichtsentwürfen zum Thema Märtyrerinnen und Märtyrer}}}, doi = {{10.17619/UNIPB/1-1622}}, year = {{2022}}, }