Essays about: "software metric"

Showing result 1 - 5 of 112 essays containing the words software metric.

1. 1. Investigating the Accuracy of Metric-Based versus Machine Learning Approaches in Detecting Design Patterns

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Nils Dunlop; [2023-08-03]
   Keywords : Design Pattern Detection; Metrics; Thresholds; Machine Learning;

   Abstract : Design pattern detection approaches have evolved, with machine-learning methods gaining prominence. However, implementing machine-learning models can be challenging due to extensive training requirements and the need for large labeled design pattern datasets. READ MORE

3. 2. Shape depiction using Local Light Alignment : Evaluating the shape enhancement capabilities of the Local Light Alignment technique at multiple scales

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Edvard Ahlsén; [2023]
   Keywords : Shape depiction; Non-photorealistic rendering; Shading; Multiple scales; Formskildring; ickerealistisk rendering; skuggning; skalrymdsmetoder;

   Abstract : Local Light Alignment is a new shading based technique in the field of shape depiction, a field which concerns itself with techniques to represent and enhance the three-dimensional (3D) shape of objects in two-dimensional (2D) visual media. The main idea of Local Light Alignment is to locally adjust the incoming direction of light to create contrast in a way that enhances the perception of shape and surface detail. READ MORE

4. 3. Finding Causal Relationships Among Metrics In A Cloud-Native Environment

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Suresh Rishi Nandan; [2023]
   Keywords : Causality; Causal Discovery; Bayesian Network; Conditional Independence; Partial Correlation; Ensemble Causal Discovery; Anomaly Detection; Causal Graphs; Causality; Causal Discovery; Bayesian Network; Conditional Indeberoende; partiell korrelation; Ensemble Causal Discovery; Anomali Detektion; kausala grafer;

   Abstract : Automatic Root Cause Analysis (RCA) systems aim to streamline the process of identifying the underlying cause of software failures in complex cloud-native environments. These systems employ graph-like structures to represent causal relationships between different components of a software application. READ MORE

5. 4. Ranking Software Reliability Measures using Best Worst Multicriteria DecisionMaking Method

   University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

   Author : Venkat Puneeth Reddy Mereddy; [2023]
   Keywords : Ranking Software measures; Software reliability; Multi-criteria Decision making; Best Worst Method. ii;

   Abstract : Background: The production of high-quality software products has been a long-standing challenge for the software industry. The advent of agile software development methodologies has resulted in a significant acceleration in the development pace. READ MORE

6. 5. Cell Identification from Microscopy Images using Deep Learning on Automatically Labeled Data

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Fredrik Salomon-Sörensen; [2023]
   Keywords : Deep Learning; Cell Identification; Image Segmentation; Nuclei Segmentation; Convolutional Neural Networks; UNet; Image Analysis; Microscopy; Noisy Labels; Phase-Contrast; Automatic Labeling; Technology and Engineering;

   Abstract : In biology, cell counting provides a fundamental metric for live-cell experiments. Unfortunately, most researchers are constrained to using tedious and invasive methods for counting cells. Automatic identification of cells in microscopy images would therefore be a valuable tool for such researchers. READ MORE