Browsing Fakultät für Mathematik und Informatik (inkl. GAUSS) by Referee "May, Wolfgang Prof. Dr."
Now showing items 1-15 of 15
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Interpreting and visualizing the decisions of Deep Neural Networks
(2023-04-20)Machine learning and its associated algorithms involving deep neural networks have gained widespread admiration in the computer vision domain. In this regard, significant progress has been made in automating certain ... -
Ontology-based transformation of natural language queries into SPARQL queries by evolutionary algorithms
(2022-01-21)In this thesis an ontology-driven evolutionary learning system for natural language querying of RDF graphs is presented. The learning system itself does not answer the query, but generates a SPARQL query against the ... -
Graph-based Object Understanding
(2021-06-18)Computer Vision algorithms become increasingly prevalent in our everyday lives. Especially recognition systems are often employed to automatize certain tasks (i.e. quality control). In State-of-the-Art approaches global ... -
Spatio-temporal reasoning for semantic scene understanding and its application in recognition and prediction of manipulation actions in image sequences
(2020-04-21)Human activity understanding has attracted much attention in recent years, due to a key role in a wide range of applications and devices, such as human- computer interfaces, visual surveillance, video indexing, intelligent ... -
Deep Learning Metadata Fusion for Traffic Light to Lane Assignment
(2019-08-01)This dissertation focuses on a novel deep fusion method with heterogeneous metadata and image data to resolve the one-to-many traffic light to lane assignment problem. The traffic light to lane assignment belongs to the ... -
The Integration of the Brain Bank Imaging Workflow into the Infrastructure of the Multiple Sclerosis Research Network
(2019-03-26)Digital pathology (DP) provides powerful tools for the acquisition, management, storage, viewing, and analysis of high-resolution digital microscope images. During the last decade, DP tools were increasingly used for a ... -
Analysis of expression profile and gene variation via development of methods for Next Generation Sequencing data
(2018-11-27)Since the last ten to twenty years, the cost of sequencing the human genome decreased continuously. Therefore the interest in RNA sequencing (RNA-Seq) rose as it can be used to discover the molecular mechanisms behind ... -
From low level perception towards high level action planning
(2018-11-23)Nowadays, robots become more and more integrated into everyday life. Smartphones, desktop computers, and even cars can be thought of as robots, even though probably not autonomous robots. Many discussions about the term ... -
Entity-Centric Text Mining for Historical Documents
(2017-11-14)Recent years have seen an important increase of digitization projects in the cultural heritage domain. As a result, growing efforts have been directed towards the study of natural language processing technologies that ... -
Interpretable Binary and Multiclass Prediction Models for Insolvencies and Credit Ratings
(2016-06-10)Insolvency prediction and credit rating are challenging tasks used to evaluate the creditworthiness of commercial enterprises based on qualitative and quantitative attributes. One way to approach these tasks is machine ... -
Planning and Optimization During the Life-Cycle of Service Level Agreements for Cloud Computing
(2015-06-10)A Service Level Agreement (SLA) is an electronic contract between the consumer and the provider of a service. It governs their business relationship by clarifying expectations and obligations of participating entities, ... -
Semantic analysis of image sequences using computer vision methods
(2012-10-11)Observing, learning, and imitating human skills are intriguing topics in cognitive robotics. The main problem in the imitation learning paradigm is the policy development. Policy can be defined as a mapping from an ... -
Modellierung und Realisierung eines IT-Systems zur Verwaltung und Analyse industrieller Arbeitsplätze unter Einbeziehung von ergonomischen und gesundheitlichen Aspekten
(2009-07-30)This dissertation is the result of the cooperation for multiple years between the Institute for Informatics of the University Göttingen and the Volkswagen plant in Kassel. It describes the ... -
An Active Domain Node Architecture for the Semantic Web
(2009-02-04)The scope of this work is knowledge management in the Semantic Web. Its contribution is the design, development, and characterisation of an application node architecture for the Semantic ... -
Modeling and Querying of Distributed XML Data in Presence of 3rd Party Links
(2008-02-12)XML (short for eXtensible Markup Language) is a meta-language for the representation of digital data. XML has had an enormous impact on modern computer science and IT industry since its advent in 1997, for several reasons: ...