Essays about: "domänkunskap"
Showing result 1 - 5 of 16 essays containing the word domänkunskap.
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1. Domain Knowledge and Representation Learning for Centroid Initialization in Text Clustering with k-Means : An exploratory study
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Text clustering is a problem where texts are partitioned into homogeneous clusters, such as partitioning them based on their sentiment value. Two techniques to address the problem are representation learning, in particular language representation models, and clustering algorithms. READ MORE
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2. Explaining Binary Classifiers - Will Acute Pancreatitis be the End of You?
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Machine learning techniques have demonstrated remarkable performance inmany fields but an understanding of the model's inner decision-making process isstill often lacking. To remedy this, techniques have been developed to explainmachine learning models and their predictions, constituting the field of explainability. READ MORE
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3. Towards Causal Discovery on EHR data : Evaluation of current Causal Discovery methods on the MIMIC-IV data set
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Causal discovery is the problem of learning causal relationships between variables from a set of data. One interesting area of use for causal discovery is the health care domain, where application could help facilitate a better understanding of disease and treatment mechanisms. READ MORE
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4. FPGA accelerated packet capture with eBPF : Performance considerations of using SoC FPGA accelerators for packet capturing.
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With the rise of the Internet of Things and the proliferation of embedded devices equipped with an accelerator arose a need for efficient resource utilization. Hardware acceleration is a complex topic that requires specialized domain knowledge about the platform and different trade-offs that have to be made, especially in the area of power consumption. READ MORE
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5. Parameter estimation in a cardiovascular computational model using numerical optimization : Patient simulation, searching for a digital twin
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Developing models of the cardiovascular system that simulates the dynamic behavior of a virtual patient’s condition is fundamental in the medical domain for predictive outcome and hypothesis generation. These models are usually described through Ordinary Differential Equation (ODE). READ MORE
