IEEE

Short-Circuit Diagnosis of Lithium-Ion Batteries Using Deep Isolation Forest in Energy Power Systems

Abstract: Short-circuit faults in lithium-ion batteries (LIBs) pose serious safety risks, including thermal runaway, making timely detection critical for the safe operation of battery systems, ...
GitHub

Universal object-isolation and tenancy framework for Python.

Universal object-isolation and tenancy framework for Python. 16-layer architecture with versioning, audit trails, rule engine, environments, secrets vault, events, and cross-org federation. - ...
Frontiers

Multilevel analysis of salt stress responses in sorghum during seed germination

Germination rate (GR) reflects the final germination ability of seeds over the experimental period (Zhang et al., 2020). Seeds were considered germinated when the radicle emerged through the seed coat ...
Scientific Research Publishing

Sitompul, L.R., Nababan, A.A., Manihuruk, M.L., Ponsen, W.A. and Supriyandi, S. (2025) Comparison of XGBoost, Random Forest and Logistic Regression Algorithms in Stroke Disease ...

ABSTRACT: Detecting behavioural signatures of depression from everyday digital traces is a central challenge in computational psychiatry. Real-world datasets from smartphones and wearables often ...
IEEE

Comparative Study of Isolation Forest and LOF algorithm in anomaly detection of data mining

Abstract: [Purpose] In the research of data mining, anomaly detection algorithms can accurately find samples of abnormal behaviors to achieve the purpose of data mining. the isolation forest algorithm ...