نتائج البحث

Refining Neural Network Interpretability through Activation Modification

• Authors : Mammadova, Nigar

Subjects: Big Data and Analytics: Evolutionary Analytics; activation techniques; interpretability

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Intrinsically interpretable machine learning-based building energy load prediction method with high accuracy and strong interpretability

• Authors : Zhang, Chaobo; Hoes, Pieter-Jan; Wang, Shuwei

Subjects: Interpretable machine learning; Intrinsic interpretability; Building energy load prediction

• Source: Zhang, C, Hoes, P-J, Wang, S & Zhao, Y 2026, 'Intrinsically interpretable machine learning-based building energy load prediction method with high accuracy and strong

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Multimodal Vision–Language Models in Medical Imaging: A Survey of Retrieval, Interpretability, and Trust

• Authors : Muhammad Imran; Yugyung Lee

Subjects: Medical imaging; vision–language models (VLMs); retrieval-augmented generation (RAG)

• Source: IEEE Access, Vol 14, Pp 19511-19535 (2026)

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Enhancing power load forecasting accuracy under high renewable energy penetration with a MSN-KAN framework: A novel approach to mitigate non-stationarity and enhance interpretability

• Authors : Liye Song; Bao Wang; Yijiangze Liu

Subjects: Electric power load forecasting; Interpretability; KAN

• Source: Results in Engineering, Vol 29, Iss , Pp 109275- (2026)

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Enhancing the Interpretability of NLI Models Using LLMs and Active Learning Algorithms

• Authors : Qi Wang; Junqiang Liu

Subjects: natural language inference; interpretability; natural language explanation

• Source: Information ; Volume 17 ; Issue 2 ; Pages: 119

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An XGBoost-Based Intrusion Detection Framework with Interpretability Analysis for IoT Networks

• Authors : Yunwen Hu; Kun Xiao; Lei Luo

Subjects: network intrusion detection system (NIDS); IoT security; XGBoost

• Source: Applied Sciences ; Volume 16 ; Issue 2 ; Pages: 980

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Profit-oriented loan default prediction for the financial industry: a fusion framework with interpretability

• Authors : Xuhui Wang; Lifang Zhang; Jianzhou Wang

Subjects: Loan default risk prediction; Fusion framework; Interpretability analysis

• Source: Financial Innovation, Vol 12, Iss 1, Pp 1-33 (2026)

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Investing in AI Interpretability, Control, and Robustness

• Authors : Maikel Leon

Subjects: artificial intelligence; interpretability; explainable AI

• Source: Algorithms ; Volume 19 ; Issue 2 ; Pages: 136

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Interpretability Evaluation Method for Driving Stability on Curved Road Sections with Trajectory Uncertainty

• Authors : Xiaoyang Li; Tao Chen; Lebin Zhao

Subjects: road alignment; trajectory uncertainty; driving stability

• Source: Vehicles ; Volume 8 ; Issue 2 ; Pages: 25

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Machine Learning Prediction and Interpretability Analysis of Coal and Gas Outbursts

• Authors : Long Xu; Xiaofeng Ren; Hao Sun

Subjects: mining safety; coal and gas outburst; machine learning

• Source: Sustainability ; Volume 18 ; Issue 2 ; Pages: 740

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