Deep learning techniques for anomaly detection in time series data using transformer

• المؤلف الرئيسي: Chan, Rachel Si Min
• مؤلفون آخرون: Yeo Chai Kiat
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/162811

Due to the growing demand and applications in many fields producing massive amounts of high dimensional data, anomaly detection is becoming increasingly important. The correlation between sequences makes multivariate anomalies more difficult on top of univariate anomalies. With the proliferation of...