مقالات علمی چاپ شده در مجلات

1. "Subspace-based outlier detection using linear programming and heuristic techniques"
   Mahboobeh Riahi, Ahmad Akbari Azirani, Babak Nasersharif
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 207, pp.117955-117966, 2022
2. "A new density-based subspace selection method using mutual information for high dimensional outlier detection"
   Mahboobeh Riahi, Ahmad Akbari Azirani, Babak Nasershari
   KNOWLEDGE-BASED SYSTEMS, Vol. 216, pp.106733-106746, 2021
3. "تشخیص داده پرت در دادگان با ابعاد بالا با استفاده از انتخاب زیرفضای مرتبط محلی مبتنی بر آنتروپی"
   محبوبه ریاحی مدوار، احمد اکبری ازیرانی، بابک ناصرشریف
   مهندسی برق و مهندسی کامپیوتر ایران، صفحات:302-312، 1400

مقالات علمی ارائه شده در همایش‌ها

1. "PE-iForest: A Perturbation-based Framework for Explainable Anomaly Detection"
   Aria Shakoo, Mahboobeh Riahi
   2nd International Interdisciplinary Conference on Artificial Intelligence, 2026
2. "I2KAN: Interpretable Interaction-aware Kolmogorov-Arnold Networks for Time-Series Anomaly Detection"
   Amirhossein Sadr, Mahboobeh Riahi
   2nd International Interdisciplinary Conference on Artificial Intelligence, 2026
3. "Out-of-Distribution Detection in the PCA space of Vision Transformer"
   Mahboobeh Riahi, Babak Nasersharif
   11th international Conference on Signal Processing and Intelligent Systems, No 11 , 2025
4. "Discovering Actionable Marketing Insights: Rare Association Rule Mining for Customer Behavior Analysis"
   Seyyed Moein Kazemi, Siamak Ghanbary, Mahboobeh Riahi
   10th International Congress on Fuzzy and Intelligent Systems of Iran, pp.51-57, 2025
5. "Subspace Outlier Detection in High Dimensional Data using Ensemble of PCA-based Subspaces"
   Mahboobeh Riahi, Babak Nasersharif, Ahmad Akbari Azirani
   EUROMAT 2005, 2005