Sökning: "domänkunskap"
Visar resultat 1 - 5 av 29 uppsatser innehållade ordet domänkunskap.
1. Domain Knowledge and Representation Learning for Centroid Initialization in Text Clustering with k-Means : An exploratory study
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER
2. Explaining Binary Classifiers - Will Acute Pancreatitis be the End of You?
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER
3. Towards Causal Discovery on EHR data : Evaluation of current Causal Discovery methods on the MIMIC-IV data set
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER
4. FPGA accelerated packet capture with eBPF : Performance considerations of using SoC FPGA accelerators for packet capturing.
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER
5. Regressionstestning ur agil synvinkel : En studie om testare och mjukvaruutvecklares uppfattning om regressionstestning
Kandidat-uppsats, Linnéuniversitetet/Institutionen för informatik (IK)Sammanfattning : Då mjukvaruutveckling består av testning av mjukvara innebär det attmjukvarutestning ökar i takt med ny mjukvara. En typ av mjukvarutestning ärregressionstestning som innebär testning av befintlig mjukvara i syfte att säkerställaatt mjukvaran fungerar som planerat efter att ny funktionalitet tillkommer. LÄS MER