Browsing Fakultät für Mathematik und Informatik (inkl. GAUSS) by Referee "Damm, Carsten Prof. Dr."
Now showing items 1-20 of 29
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Algorithms for Matching and Analysis Problems on Subsequences
(2024-10-14)The focus of this thesis is on the study of efficient algorithms and computational complexity results for matching and analysis problems on subsequences. The presented results comprise algorithmic solutions and lower ... -
On Combinatorial Properties of Subsequences
(2024-08-22)A word, also known as string, is a sequence of letters, while a subsequence of a word w is another word u which can be obtained by deleting some of the letters of w. Words in general, and subsequences in particular, play ... -
Matching Patterns with Variables in Approximate Settings
(2024-02-12)In the literature dealing with patterns with variables, a word, also called string, is a sequence of terminal letters, while a pattern is a sequence of terminal and variable letters. The problem of deciding if there is a ... -
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 ... -
Improving IoT device transparency by means of privacy labels
(2022-05-20)The Internet of Things (IoT) is an umbrella-term that applies to sensors, actuators and other devices that can interact with each other, or with other systems over the Internet. This technology has the potential to improve ... -
6D-Posenbestimmung und 3D-Objektrekonstruktion mittels der 2D-Form von Bildsegmenten
(2022-04-14)This thesis presents a template-based method for the calculation of the 6D pose with a following 3D reconstruction of objects in a scene. In applications for computer-aided manipulations, e.g., in the field of robotics, ... -
Analysis of Students' Programming Knowledge and Error Development
(2022-02-01)Learning to program is a hard task since it involves different types of specialized knowledge. You do not only need knowledge about the programming language and its concepts, but also knowledge from the problem domain and ... -
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 ... -
An Intelligent Visual Analysis Scheme for Automatic Disassembly Processes in the Recycling Industry
(2021-04-30)This thesis aims to develop and deploy a visually intelligent disassembly scheme to automate the recycling routines for end-of-life products. The recent developments in artificial intelligence and computer vision are ... -
Probabilistic Models to Detect Important Sites in Proteins
(2021-02-23)Proteins are molecular machines playing almost every fundamental role in activities of life. Their biological functions are mostly driven through conformational transitions and interaction interfaces with other bio-molecules ... -
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 ... -
Action-oriented Scene Understanding
(2019-09-20)In order to allow robots to act autonomously it is crucial that they do not only describe their environment accurately but also identify how to interact with their surroundings. While we witnessed tremendous progress in ... -
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 ... -
Development of novel analysis and data integration systems to understand human gene regulation
(2018-06-27)Abstract: This thesis covers a very broad range of bioinformatics methods ranging from the development of the analysis pipeline to the data integration and development of an expression atlas (database and web application ... -
A Framework for Property-preserving Encryption in Wide Column Store Databases
(2017-08-15)While traditional database software usually relies on the relational SQL model, a lot of alternative approaches, commonly referred to as NoSQL (short for \Not only SQL") databases, occurred within the last years to meet ... -
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 ... -
"Multiple Sequence Alignment Using External Sources Of Information"
(2016-03-29)Multiple sequence alignment is an alignment of three or more protein or nucleic acid sequences. The alignment area has always been of much interest for researchers, this is due to that fact that many scientifi c ... -
Generic Methods for Adaptive Management of Service Level Agreements in Cloud Computing
(2015-11-27)The adoption of cloud computing to build and deliver application services has been nothing less than phenomenal. Service oriented systems are being built using disparate sources composed of web services, replicable datastores, ... -
Dynamic Resource Scheduling in Cloud Data Center
(2015-10-26)Cloud infrastructure provides a wide range of resources and services to companies and organizations, such as computation, storage, database, platforms, etc. These resources and services are used to power up and scale out ... -
Distributed Anomaly Detection and Prevention for Virtual Platforms
(2015-07-24)An increasing number of applications are being hosted on cloud based platforms. Cloud platforms are serving as a general computing facility and applications being hosted on these platforms range from simple multi-tier web ...