TY - JOUR A1 - Hoepner, Gert T1 - Alumni-Arbeit an der FH Aachen JF - Dokumentation / 11. Konferenz der Alumni-Organisationen 12.- 14. Mai 2006, Fachhochschule Aachen Y1 - 2006 SN - 3-938048-07-7 N1 - Alumni-Schriftenreihe ; 18. Konferenz der Alumni-Organisationen <11, 2006, Aachen> SP - 7 EP - 17 PB - alumni-clubs.net CY - Siegen ER - TY - GEN A1 - Olbertz, Klaus T1 - Altersdiskriminierung bei altersabhängiger Staffelung der Urlaubsdauer T2 - Gesellschafts- und Wirtschaftsrecht : GWR Y1 - 2018 SN - 1868-1816 N1 - Anm. zu LAG Mecklenburg-Vorpommern: Entscheidungsbesprechung zum Urteil v. 23.02.2016 - 2 Sa 192/15 SP - 21 EP - 21 ER - TY - JOUR A1 - Schneider, Wilhelm A1 - Schneider, Bettina A1 - Meinhardt, Kerstin A1 - Kinder, Stephanie T1 - Allgemeines Steuerrecht JF - Das Wirtschaftsstudium : wisu ; Zeitschrift für Ausbildung, Examen, Berufseinstieg und Fortbildung Y1 - 2015 SN - 0340-3084 N1 - Printausgabe in der Bibliothek Eupener Str. unter der Signatur 43 Z 568 VL - 44 IS - 8-9 SP - 903 EP - 910 PB - Lange CY - Düsseldorf ER - TY - CHAP A1 - Kohl, Philipp A1 - Freyer, Nils A1 - Krämer, Yoka A1 - Werth, Henri A1 - Wolf, Steffen A1 - Kraft, Bodo A1 - Meinecke, Matthias A1 - Zündorf, Albert ED - Conte, Donatello ED - Fred, Ana ED - Gusikhin, Oleg ED - Sansone, Carlo T1 - ALE: a simulation-based active learning evaluation framework for the parameter-driven comparison of query strategies for NLP T2 - Deep Learning Theory and Applications N2 - Supervised machine learning and deep learning require a large amount of labeled data, which data scientists obtain in a manual, and time-consuming annotation process. To mitigate this challenge, Active Learning (AL) proposes promising data points to annotators they annotate next instead of a subsequent or random sample. This method is supposed to save annotation effort while maintaining model performance. However, practitioners face many AL strategies for different tasks and need an empirical basis to choose between them. Surveys categorize AL strategies into taxonomies without performance indications. Presentations of novel AL strategies compare the performance to a small subset of strategies. Our contribution addresses the empirical basis by introducing a reproducible active learning evaluation (ALE) framework for the comparative evaluation of AL strategies in NLP. The framework allows the implementation of AL strategies with low effort and a fair data-driven comparison through defining and tracking experiment parameters (e.g., initial dataset size, number of data points per query step, and the budget). ALE helps practitioners to make more informed decisions, and researchers can focus on developing new, effective AL strategies and deriving best practices for specific use cases. With best practices, practitioners can lower their annotation costs. We present a case study to illustrate how to use the framework. KW - Active learning KW - Query learning KW - Natural language processing KW - Deep learning KW - Reproducible research Y1 - 2023 SN - 978-3-031-39058-6 (Print) SN - 978-3-031-39059-3 (Online) U6 - https://doi.org/10.1007/978-3-031-39059-3_16 N1 - 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023. SP - 235 EP - 253 PB - Springer CY - Cham ER - TY - JOUR A1 - Timme, Michael T1 - Aktuelle Entwicklungen zur Zulässigkeit der Bürgschaft auf erstes Anfordern JF - Monatsschrift für deutsches Recht : MDR. 23 (2003), H. 19 Y1 - 2003 SN - 0340-1812 SP - 1094 EP - 1097 ER - TY - JOUR A1 - Weßling, Matthias T1 - Aktives Nachfolger-Coaching für den Mittelstand setzt früh an. Innovative Idee für Studierende der FH Aachen JF - Wirtschaftliche Nachrichten der Industrie- und Handelskammer Aachen / IHK (2008) Y1 - 2008 SP - 12 EP - 13 ER - TY - CHAP A1 - Freyer, Nils A1 - Kempt, Hendrik ED - Bhakuni, Himani ED - Miotto, Lucas T1 - AI-DSS in healthcare and their power over health-insecure collectives T2 - Justice in global health N2 - AI-based systems are nearing ubiquity not only in everyday low-stakes activities but also in medical procedures. To protect patients and physicians alike, explainability requirements have been proposed for the operation of AI-based decision support systems (AI-DSS), which adds hurdles to the productive use of AI in clinical contexts. This raises two questions: Who decides these requirements? And how should access to AI-DSS be provided to communities that reject these standards (particularly when such communities are expert-scarce)? This chapter investigates a dilemma that emerges from the implementation of global AI governance. While rejecting global AI governance limits the ability to help communities in need, global AI governance risks undermining and subjecting health-insecure communities to the force of the neo-colonial world order. For this, this chapter first surveys the current landscape of AI governance and introduces the approach of relational egalitarianism as key to (global health) justice. To discuss the two horns of the referred dilemma, the core power imbalances faced by health-insecure collectives (HICs) are examined. The chapter argues that only strong demands of a dual strategy towards health-secure collectives can both remedy the immediate needs of HICs and enable them to become healthcare independent. Y1 - 2023 SN - 9781003399933 U6 - https://doi.org/10.4324/9781003399933-4 SP - 38 EP - 55 PB - Routledge CY - London ER - TY - JOUR A1 - Jacobs, Stephan T1 - Agilität in Großprojekten durch „Integration Driven Design“ : ein Erfahrungsbericht JF - Softwaretechnik-Trends (STT) N2 - Der folgende Bericht fasst Erfahrungen zusammen, die in großen Entwicklungsprojekten der Firma Ericsson über mehrere Jahre gesammelt wurden. Ziel war dabei nicht, agile Methoden und Techniken einzusetzen - Agilität war zu der Zeit noch kein Hype-Thema. Vielmehr wurden Schwächen in den eigenen Projekten identifiziert und verbessert. Der Erfahrungsbericht vergleicht Verbesserungen in diesen Projekten mit den Ansätzen der agilen Entwicklung. Als Ergebnis werden folgende Punkte festgehalten: Erstens, einige Praktiken und Werte der agilen Entwicklung lassen sich auch in Großprojekten einsetzen. Zweitens, bei der Skalierung für Großprojekte werden diese Praktiken langsamer getaktet. Drittens, agile Entwicklung ist nicht nur eine Reihe von Praktiken und Werten, agile Entwicklung ist vielmehr auch eine Frage der Entwicklungs- und Projektkultur. Diese kulturelle Änderung lässt sich in Großprojekten deutlich langsamer umsetzen. Y1 - 2010 SN - 0720-8928 VL - 30 IS - 3 PB - GI - Gesellschaft für Informatik CY - Bonn ER - TY - CHAP A1 - Eggert, Mathias A1 - Stanke, Max-Alexander T1 - Adoption of Integrated Voice Assistants in Health Care– Requirements and Design Guidelines N2 - Integrated voice assistants (IVA) receive more and more attention and are widespread for entertainment use cases, such as radio hearing or web searches. At the same time, the health care segment suffers in process inefficiency and missing staff, whereas the usage of IVA has the potential to improve caring processes and patient satisfaction. By applying a design science approach and based on a qualitative study, we identify IVA requirements, barriers and design guidelines for the health care sector. The results reveal three important IVA functions: the ability to set appointments with care service staff, the documentation of health history and the communication with service staff. Integration, system stability and volume control are the most important nonfunctional requirements. Based on the interview results and project experiences, six design and implementation guidelines are derived. Y1 - 2020 U6 - https://doi.org/10.30844/wi_2020_k2-eggert N1 - 15. Internationale Tagung zur Wirtschaftsinformatik, 09. – 11.03.2020, Potsdam PB - GITO CY - Berlin ER - TY - JOUR A1 - Fredebeul-Krein, Markus T1 - Adopting a coherent institutional framework for the Ukrainian telecom sector: Lessons to be learnt from European and German experience JF - Zerkalo Nedeli (2003) Y1 - 2003 N1 - (Ukrainian Journal) ER -