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de Kruif, Evan (author)In this research, a comparison between different Instance Attribution (IA) methods and k-Nearest Neighbors (kNN) via cosine similarity is conducted on a Natural Language Processing (NLP) machine learning model. The format in which the comparison is made is by way of a human survey and automated similarity comparisons of representative vectors....bachelor thesis 2023
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Coolen, Julia (author)The deaf and hard-of-hearing live in world that, from an architectural standpoint, is designed for hearing people. Which causes a set of challenges for the deaf and hard-of-hearing.These problems have major effects at schools for the deaf and hard-of-hearing. These schools are mainly located in buildings that happened to be empty or that already...master thesis 2023
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Vogel, G.C. (author), Schulze Balhorn, L. (author), Schweidtmann, A.M. (author)We propose a novel method enabling autocompletion of chemical flowsheets. This idea is inspired by the autocompletion of text. We represent flowsheets as strings using the text-based SFILES 2.0 notation and learn the grammatical structure of the SFILES 2.0 language and common patterns in flowsheets using a transformer-based language model. We...journal article 2023
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Oncescu, Andreea Maria (author), Cicirello, A. (author)A self-supervised classification algorithm is proposed for detecting and isolating sensor faults of health monitoring devices. This is achieved by automatically extracting information from failure investigations. This approach uses (i) failure reports for extracting comprehensive failure labels; (ii) recorded data of a faulty monitoring...conference paper 2023
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Szép, T. (author), van Cranenburgh, S. (author), Chorus, C.G. (author)This paper proposes a new method to combine choice- and text data to infer moral motivations from people’s actions. To do this, we rely on moral rhetoric, in other words, extracting moral values from verbal expressions with Natural Language Processing techniques. We use moral rhetoric based on a well-established moral, psychological theory...journal article 2023
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Dwivedi, Yogesh K. (author), Kshetri, Nir (author), Hughes, Laurie (author), Balakrishnan, Janarthanan (author), Buhalis, Dimitrios (author), Dennehy, Denis (author), Dubey, Rameshwar (author), Janssen, M.F.W.H.A. (author)Transformative artificially intelligent tools, such as ChatGPT, designed to generate sophisticated text indistinguishable from that produced by a human, are applicable across a wide range of contexts. The technology presents opportunities as well as, often ethical and legal, challenges, and has the potential for both positive and negative...journal article 2023
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Maddila, C.S. (author)The software development life cycle (SDLC) for a developer has increased in complexity and scale. With the advent of DevOps processes, the gap between development and operations teams reduced significantly. Developers are now expected to perform different roles from coding to operational support in the new model of software development. This...doctoral thesis 2022
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Burger, Franziska (author)This thesis investigates how artificial intelligence can support e-mental health for depression, i.e. the delivery of treatment and prevention interventions for depression using technology. E-mental health for depression is a promising means for bridging the treatment gap since it addresses many of the barriers that prevent people in need of...doctoral thesis 2022
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de Krieger, Max (author)The front-end of a compiler reads the source program and performs analyses such as type checking. The goal of the front-end is to check for the presence of syntactic and semantic errors before the program is passed to the back-end of the compiler for tasks such as optimization and code generation.<br/><br/>WebDSL is a domain-specific language...master thesis 2022
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van Walraven, Bram (author)Digital printing systems allow for the production of a large variety of different products. Making production plans for all these different products is challenging. One of the challenging aspects of making these production plans is choosing the right sequence of machines, to produce the desired intent. This is challenging due to three aspects:...master thesis 2022
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Feenstra, Jos (author)In the field of Geographical Information Science (GIS), geodata transformation and analysis tools often take the shape of software libraries written in system level programming languages. <br/>However, the societal impact of these tools is often limited, as most end users only access these libraries via indirect means: Through bindings in other...master thesis 2022
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Jongerius, Ricardo (author)Online dating has become the most popular method of finding potential romantic partners. At the core of these platforms, there is a reciprocal recommender system which recommends users to other users on the platform. Breeze is an example of such a dating app, serving its users potential romantic partners every day in the hopes of sending them on...master thesis 2022
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Stallenberg, Dimitri (author)Traditional software testing is a labor-intensive and expensive manual process. To mitigate the high cost of manual test case generation, researchers have developed various techniques for automated test case generation over the last few decades. These techniques make use of static type information to determine which data types should be used in...master thesis 2022
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GOPALAKRISHNAN, KIRAN (author)In addition to the physiological alterations that occur relatively predictably during pregnancy, psychological transformations also occur at the same time. The baby is developing, but so are a mother's fears and imaginations about her unborn child. Such imaginations about the unborn child and parenting methods are sure to evoke a range of...master thesis 2022
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Jansen, B. (author)The use of spreadsheets in industry is widespread. Their outcomes are often used to substantiate critical business decisions. Unfortunately, spreadsheets are also error-prone. Consequently, companies risk making decisions based on inaccurate information, which eventually could lead to loss of money and reputation.<br/>This dissertation...doctoral thesis 2022
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Xing, Yuxin (author)Nowadays, mental illnesses are universal around the globe. However, compared with developed countries, the health budget assigned to mental health is much lower in low-income or developing countries (Mnookin et al., 2016). Even in China, a country with a large population, the epidemiological data on mental health (anxiety and depression) are too...master thesis 2022
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Yuan, Rui (author)Mental disorders are now becoming prevalent illnesses. More than 1 billion people globally were affected by mental and addictive disorders in 2016, which caused 7% of all global burden of disease (Rehm & Shield, 2019). Among those mental disorders, anxiety disorders and depression rank at the top. GAD is the most common...master thesis 2022
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Molendijk, Thijs (author)The dynamic semantics of a programming language formally describe the runtime behavior of any given program. In this thesis, we present Dynamix, a meta-language for dynamic semantics. By writing a specification for a language in Dynamix, a compiler for the language can be derived automatically.<br/><br/>Dynamix specifications compile source...master thesis 2022
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CHEN, RUIHUA (author)Numansgors is a village seeking to improve sustainability by housing renovation. In this process, the effective participation of homeowners faces multiple challenges. The Pattern Language Theory (PLT), a design methodology first proposed by Alexander Christopher in 1970s, shows its potential in tackling these challenges. However, as PLT has been...master thesis 2022
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Singh, Aayush (author)Several input types have been developed in different technological landscapes like crowdsourcing and conversational agents. However, sign language remains one of the input types that has not been looked upon. Although numerous amount of people around the world use sign language as their primary language, there have not been many efforts to...master thesis 2022