publications

2026

1. ICAI 2026

   Artificial Intelligence in ADHD Diagnosis and Treatment: A PRISMA-Aligned Systematic Review

   Fatemeh Ranjbar, Rashin Gholijani Farahani, Mohammad Cheraghi, and 2 more authors

   In 2nd International Conference on Artificial Intelligence (ICAI 2026), Shahid Beheshti UniversityAccepted for poster presentation , 2026

   Abs

   A PRISMA-aligned systematic review of artificial intelligence methods applied to the diagnosis and treatment of ADHD, synthesizing evidence across modalities and evaluating methodological quality.

2. ECDC 2026

   Adaptive Regime-Aware Portfolio Optimization Using Deep Temporal Features and Harmony Search

   Rashin Gholijani Farahani and Nima Mirzaei Chahardeh

   In ECDC ConferenceAccepted for poster presentation , 2026

   Abs

   A regime-aware portfolio optimization framework combining deep temporal feature extraction with Harmony Search metaheuristic optimization for adaptive asset allocation.

3. JAST

   Lightweight Explainable Leaf Disease Classification Using Hybrid Features

   Rashin Gholijani Farahani

   Journal of Agricultural Science and Technology (JAST)Under review , 2026

   Abs

   A lightweight and interpretable pipeline for plant leaf disease classification built on handcrafted hybrid features, designed for low-resource deployment without sacrificing explainability.

4. Preprint

   Stress Detection from Speech Using Temporal Energy Dynamics and SHAP Explainability

   Rashin Gholijani Farahani and Azam Bastanfard

   Manuscript under review , 2026

   Abs

   A lightweight and explainable framework for arousal and stress estimation from temporal speech energy dynamics, paired with SHAP-based feature attribution.

2025

1. Report

   In-Depth Metaproteomics Analysis of Tongue Coating for Gastric Cancer Screening

   Rashin Gholijani Farahani

   2025

   Abs DOI HTML

   Technical report on multi-center metaproteomics combined with machine learning for non-invasive gastric cancer screening.

2. Report

   A Report on CatBoost: Unbiased Boosting with Categorical Features

   Rashin Gholijani Farahani

   2025

   Abs DOI HTML

   Technical report explaining CatBoost’s ordered boosting scheme and its mechanisms for mitigating target leakage in categorical features.

2024

1. Conference

   Metaheuristic Algorithms in Video Games: Enhancing NPC Behavior in Pac-Man Using Particle Swarm Optimization

   Rashin Gholijani Farahani and Nima Mirzaei Chahardeh

   In International Conference, Amirkabir University of Technology, Tehran, Iran, 2024

   Abs

   Application of Particle Swarm Optimization to improve non-player character behavior and pathfinding strategy in the Pac-Man game environment.