Nhan Tran

Publication

2026

Accuracy is not Enough: Counterfactual Robustness Analysis for Vietnamese Hallucination Detection

International Conference on Computational Collective Intelligence. Communications in Computer and Information Science. Springer Cham.

Nguyen, Tuan-Huy

Ngo, Tan-Nguyen

Tran, Quang-Anh-Kiet

Tran, Huynh-Dai-Nhan

Trinh, Manh-Hung

Pham, Hoang-Anh

Publication

2026

An Agentic RAG-Based LLM System for Medicine Recommendation

International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems. Lecture Notes in Computer Science. Springer Cham.

Nguyen, Ngoc-Thanh-Xuan

Vo, Ngoc-Sang

Tran, Huynh-Dai-Nhan

Trinh, Manh-Hung

Truong, Ha-Vu

Pham, Hoang-Anh

Publication

2026

Benchmarking Local XAI Against TreeSHAP for Explainable Diabetes Prediction

International Conference on Industrial, Engineering and Other Applications of Applied Intelligent. Lecture Notes in Computer Science. Springer Nature.

Tran, Quang-Anh-Kiet

Trinh, Manh-Hung

Nguyen, Tuan-Huy

Tran, Huynh-Dai-Nhan

Ngo, Tan-Nguyen

Tran, Phat

Pham, Hoang-Anh

Publication

2026

Divergent Effects of Cross-Lingual Translation on Calibration and Explanations in Cyber Threat Sentiment

International Conference on Computational Collective Intelligence. Communications in Computer and Information Science. Springer Cham.

Ngo, Tan-Nguyen

Tran, Huynh-Dai-Nhan

Trinh, Manh-Hung

Truong, Truc-Quynh

Pham, Tan-Phuoc

Ngo, Thi-Ninh-Hien

Tran, Quang-Anh-Kiet

Nguyen, Tuan-Huy

Pham, Hoang-Anh

Publication

2026

RiceCAM-Bench: Focus Score Benchmarking of CAM Explainability Methods

International Conference on Computational Collective Intelligence. Communications in Computer and Information Science. Springer.

Tran, Quang-Anh-Kiet

Tran, Huynh-Dai-Nhan

Ngo, Tan-Nguyen

Pham, Tan-Phuoc

Tran, Phat

Nguyen, Tuan-Huy

Trinh, Manh-Hung

Pham, Hoang-Anh

Publication

2026

Transformer-Based Classification of Illicit Darknet Marketplace Products: A Comparative NLP Study of Machine Learning

Industrial, Engineering and Other Applications of Applied Intelligent Systems. Lecture Notes in Computer Science. Springer Cham.

Tran, Quang-Anh-Kiet

Ngo, Tan-Nguyen

Trinh, Manh-Hung

Tran, Huynh-Dai-Nhan

Nguyen, Tuan-Huy

Tran, Phat

Pham, Hoang-Anh

Publication

2025

Grad-CAM-Driven Explainable Deep Learning Framework for Cervical Cancer Image Classification

International Conference on Multi-disciplinary Trends in Artificial Intelligence. Lecture Notes in Computer Science. Springer Singapore.

Tran, Huynh-Dai-Nhan

Pham, Tan-Phuoc

Trinh, Manh-Hung

Ngo, Tan-Nguyen

Nguyen, Tan-Hung

Pham, Hoang-Anh

Publication

2025

ParkiDxAI: An Explainable AI System for Parkinson’s Disease Diagnosis

International Conference on Multi-disciplinary Trends in Artificial Intelligence. Lecture Notes in Computer Science. Springer Singapore.

Tran, Huynh-Dai-Nhan

Isomursu, Minna

Trinh, Manh-Hung

Ngo, Tan-Nguyen

Le, Gia-Hau

Pham, Hoang-Anh

Julkaisut

Accuracy is not Enough: Counterfactual Robustness Analysis for Vietnamese Hallucination Detection

An Agentic RAG-Based LLM System for Medicine Recommendation

Benchmarking Local XAI Against TreeSHAP for Explainable Diabetes Prediction

Divergent Effects of Cross-Lingual Translation on Calibration and Explanations in Cyber Threat Sentiment

RiceCAM-Bench: Focus Score Benchmarking of CAM Explainability Methods

Transformer-Based Classification of Illicit Darknet Marketplace Products: A Comparative NLP Study of Machine Learning

Grad-CAM-Driven Explainable Deep Learning Framework for Cervical Cancer Image Classification

ParkiDxAI: An Explainable AI System for Parkinson’s Disease Diagnosis

Koneälymenetelmät ja -sovellukset (MIMA)