Essays about: "n-grams"
Showing result 1 - 5 of 16 essays containing the word n-grams.
-
1. Using NLP Techniques for Log Analysis to Recommend Activities For Troubleshooting Processes
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Continuous Integration is the practice of building and testing software every time a code change is merged into its entire codebase. At the merge, the source code is compiled, dependencies are resolved, and test cases are executed. READ MORE
-
2. Evolving Text Classifier Using Genetic Programming
University essay from Lunds universitet/Avdelningen för Biomedicinsk teknikAbstract : Text classification is one of the main tasks within the field of natural language processing, which has been growing significantly during the last decade with applications in different industries. Despite different approaches to text classification showing good results, such as Machine Learning and Deep Learning, their shortcomings give substance to the need for further research on other approaches. READ MORE
-
3. N-Grams as a Measure of Naturalness and Complexity
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : We live in a time where software is used everywhere. It is used even for creating other software by helping developers with writing or generating new code. To do this properly, metrics to measure software quality are being used to evaluate the final code. However, they are sometimes too costly to compute, or simply don't have the expected effect. READ MORE
-
4. An Evaluation of Machine Learning Approaches for Hierarchical Malware Classification
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : With an evermore growing threat of new malware that keeps growing in both number and complexity, the necessity for improvement in automatic detection and classification of malware is increasing. The signature-based approaches used by several Anti-Virus companies struggle with the increasing amount of polymorphic malware. READ MORE
-
5. DETECTION of INFRASTRUCTURE ANOMALIES in BUILD LOGS USING MACHINE LEARNINGText classification on Continous Integration log files.
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Continuous integration is a practice where software developers integrate their code to a bigger codebase multiple times per day. Before the integration, the code is built and tested by e.g open source build tools such as Jenkins, and the information produced during this process is stored in a log file. READ MORE
