Detecting Anomalies in Software Execution Logs with Siamese Network. - Shayan Hashemi; Mika Mäntylä (CoRR, 2021)

OneLog: Towards End-to-End Training in Software Log Anomaly Detection. - Shayan Hashemi; Mika Mäntylä (CoRR, 2021)

Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning. - Mika Mäntylä; Martín Varela 001; Shayan Hashemi (ICST Workshops, 2022)

SiaLog: detecting anomalies in software execution logs using the siamese network. - Shayan Hashemi; Mika Mäntylä (Autom. Softw. Eng., 2022)

LogPM: Character-Based Log Parser Benchmark. - Shayan Hashemi; Jesse Nyyssölä; Mika V. Mäntylä (SANER, 2024)

Token Interdependency Parsing (Tipping) - Fast and Accurate Log Parsing. - Shayan Hashemi; Mika Mäntylä (CoRR, 2024)

OneLog: towards end-to-end software log anomaly detection. - Shayan Hashemi; Mika Mäntylä (Autom. Softw. Eng., 2024)