Suche
Anzeige der Dokumente 11-20 von 23
Buch
Distributed Model Predictive Control with Event-Based Communication
(kassel university press, 2015)
In this thesis, several algorithms for distributed model predictive control over digital communication networks with parallel computation are developed and analyzed. Distributed control aims at efficiently controlling large scale dynamical systems which consist of interconnected dynamical systems by means of communicating local controllers. Such distributed control problems arise in applications such as chemical processes, formation control, and control of power grids. In distributed model predictive control the ...
Buch
Active Learning with Uncertain Annotators
(kassel university press, 2020)
In the digital age, many applications can benefit from collecting data. Classification algorithms, for example, are used to predict the class labels of samples (also termed data points, instances or observations). However, these methods require labeled instances to be trained on. Active learning is a machine learning paradigm where an active learner has to train a model (e.g., a classifier) which is in principle trained in a supervised way. Active learning has to be done by means of a data set where a low fraction ...
Buch
Modularization of Services
(kassel university press, 2016)
The design and provision of telemedical services which are both, efficient and customer-centric, constitute a huge challenge in the promising field of telemedicine. This dissertation presents an adequate solution. It outlines a systematic approach for the modularization of telemedical services: the SMART method.Following a design science research approach, this method was iteratively designed and evaluated. Thereby, the three overarching research questions could be answered successfully. They address the requirements ...
Buch
Off-Board Car Diagnostics Based on Heterogeneous, Highly Imbalanced and High-Dimensional Data Using Machine Learning Techniques
(kassel university press, 2019)
Data-driven maintenance poses many challenges. Four very important of them, namely coping with a high dimensional and heterogeneos feature space, the highly imbalanced data sets, the Remaining Useful Lifetime (RUL) prediction of monitored parts based on short yet variable length timeseries, and already large but steadily further increasing data set size are identified. Each of the challenges is dealt with in one chapter. Novel techniques are designed, implemented, validated, and compared to existing approaches based ...
Buch
Handlungsbroschüre zum Verbundforschungsprojekt Civitas Digitalis
(kassel university press, 2019)
Diese Handlungsbroschüre bündelt für Sie Erkenntnisse und Empfehlungen aus dem interdisziplinären Verbundforschungsprojekt „Civitas-Digitalis – Digitale und Crowd-basierte Dienstleistungssysteme zur Schaffung zukunftsfähiger und lebenswerter Lebensräume 2020“. Fünf Partner aus Wissenschaft und städtischer Verwaltung (Universität Hamburg, Universität Kassel, fortiss GmbH, Stadt Kassel, Freie und Hansestadt Hamburg) entwickeln und erproben in dreijähriger Projektlaufzeit in zwei komplementären städtischen Anwendungsfeldern ...
Buch
Exploring Gamification in Digital Learning Environments
(kassel university press, 2020)
Gamification is about using gamification elements in contexts such as digital learning and aims to motivate and engage users to change their behavior. So far, gamification has been proven as effective concept to support learners in achieving better learning outcomes. However, challenges remain about how to design gamification concepts to make them more meaningful and relevant for learners.
Sofia Schöbel presents approaches and concepts about how to design and consider gamification for digital learning solutions. The ...
Buch
Netzpolitik – Entsteht ein Politikfeld für Digitalpolitik?
(kassel university press, 2017)
Wir leben im digitalen Zeitalter. Es gibt fast keinen Bereich der Gesellschaft, der Wirtschaft oder der Politik, den die Digitalisierung nicht auf irgendeine Art und Weise betrifft. Die Entwicklungen verlaufen dabei jedoch nicht vorherbestimmt und technikdeterminiert. Vielmehr bieten sie eine Gestaltungsperspektive und damit auch gesellschaftliche und politische Gestaltungaufgabe. In den letzten Jahren hat sich für die Bearbeitung der mit der Digitalisierung verbundenen Themenfelder auf der politischen Ebene der ...