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Benjamin Jahic, Nicolas Guelfi and Benoît Ries
Neural network (NN) components are being increasingly incorporated into software systems. Neural network properties are determined by their architecture, as well as the training and testing datasets used. The engineering of datasets and neural networks i...
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Ðorde Pr?ulj, Igor Dejanovic, Miroslav Stefanovic, Teodora Lolic and Srdan Sladojevic
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Carlos Osuna,Tobias Wicky,Fabian Thuering,Torsten Hoefler,Oliver Fuhrer
Pág. 79 - 97
High-level programming languages that allow to express numerical methods and generate efficient parallel implementations are of key importance for the productivity of domain-scientists. The diversity and complexity of hardware architectures is imposing a...
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Carlos Osuna,Tobias Wicky,Fabian Thuering,Torsten Hoefler,Oliver Fuhrer
Pág. 79 - 97
High-level programming languages that allow to express numerical methods and generate efficient parallel implementations are of key importance for the productivity of domain-scientists. The diversity and complexity of hardware architectures is imposing a...
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Samuel Kierszbaum, Thierry Klein and Laurent Lapasset
We consider the problem of solving Natural Language Understanding (NLU) tasks characterized by domain-specific data. An effective approach consists of pre-training Transformer-based language models from scratch using domain-specific data before fine-tuni...
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Darío Rodríguez-García, Vicente García-Díaz and Cristian González García
The final objective of smart cities is to optimize services and improve the quality of life of their citizens, who can play important roles due to the information they can provide. This information can be used in order to enhance many sectors involved in...
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Melanie Dragestein, Jurgen Jung, Andreas Gadatsch, Ilja Kogan
Pág. 3222 - 3234
There is often no common understanding on operational processes in logistics companies as they are not properly documented. Hence, people execute the same process differently and training is conducted by experienced operators on an ad-hoc basis. Furtherm...
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Frederik S. Bäumer, Joschka Kersting and Michaela Geierhos
The vision of On-the-Fly (OTF) Computing is to compose and provide software services ad hoc, based on requirement descriptions in natural language. Since non-technical users write their software requirements themselves and in unrestricted natural languag...
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Bharvi Chhaya, Shafagh Jafer and Umut Durak
Formal methods offer well-defined means for mathematical verification of the functional specifications of software systems. For model-based engineering, model checking is a verification technique that explores all possible system states. The Aviation Sce...
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Bharvi Chhaya, Shafagh Jafer and Umut Durak
Formal methods offer well-defined means for mathematical verification of the functional specifications of software systems. For model-based engineering, model checking is a verification technique that explores all possible system states. The Aviation Sce...
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Carlos Enrique Montenegro Marín, Juan Manuel Cueva Lovelle, Oscar Sanjuán Martínez, Paulo Alonso Gaona Garcia
Abstract AuthorsDownloadsReferencesHow to Cite
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Kerdkiat Suvirat, Detphop Tanasanchonnakul, Sawrawit Chairat and Sitthichok Chaichulee
Medical coding plays an essential role in medical billing, health resource planning, clinical research and quality assessment. Automated coding systems offer promising solutions to streamline the coding process, improve accuracy and reduce the burden on ...
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Felipe Coelho de Abreu Pinna, Victor Takashi Hayashi, João Carlos Néto, Rosangela de Fátima Pereira Marquesone, Maísa Cristina Duarte, Rodrigo Suzuki Okada and Wilson Vicente Ruggiero
Complex and long interactions (e.g., a change of topic during a conversation) justify the use of dialog systems to develop task-oriented chatbots and intelligent virtual assistants. The development of dialog systems requires considerable effort and takes...
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Vijanti Ramautar,Sergio España
Pág. 1 - 29
Assessing business operations? ethical, social, and environmental impacts is a key practice for establishing sustainable development. There is a multitude of methods that describes how to perform such assessments. Often these methods are supported by an ...
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Spyros Makridakis, Fotios Petropoulos and Yanfei Kang
ChatGPT, a state-of-the-art large language model (LLM), is revolutionizing the AI field by exhibiting humanlike skills in a range of tasks that include understanding and answering natural language questions, translating languages, writing code, passing p...
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Wenjun Xiong,Simon Hacks,Robert Lagerström
Pág. 55 - 77
Cyber attacks on IT and OT systems can have severe consequences for individuals and organizations, from water or energy distribution systems to online banking services. To respond to these threats, attack simulations can be used to assess the cyber secur...
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Wenjun Xiong,Simon Hacks,Robert Lagerström
Pág. 55 - 77
Cyber attacks on IT and OT systems can have severe consequences for individuals and organizations, from water or energy distribution systems to online banking services. To respond to these threats, attack simulations can be used to assess the cyber secur...
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Yanna Sang, Yuan Chen and Juwei Zhang
Neural machine translation has achieved good translation results, but needs further improvement in low-resource and domain-specific translation. To this end, the paper proposed to incorporate source language syntactic information into neural machine tran...
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Rafal Jaworski, Sanja Seljan and Ivan Dunder
Parallel corpora have been widely used in the fields of natural language processing and translation as they provide crucial multilingual information. They are used to train machine translation systems, compile dictionaries, or generate inter-language wor...
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Jiachen Sun and Peter Gloor
As the Enron scandal and Bernie Madoff?s pyramid scheme have shown, individuals? attitude towards ethical risks can have a huge impact on society at large. In this paper, we compare risk-taking attitudes assessed with the Domain-Specific Risk-Taking (DOS...
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