| 2026-10-23 | Explainable medical artificial intelligence: The impact of agent and explanation types on health persuasion | Journal of Business Research | You Li, Shaowei Chai | Wuhan University of Technology; Anhui University |
| 2026-10-21 | Toward unified intelligence in renewable-dominant power systems: a survey of hybrid forecasting, explainable AI, and multi-agent optimization | Artificial Intelligence Review | Tariq Ali, Muzna Sarwar, Husam S. Samkari et al. | University of Tabuk; Islamia University of Bahawalpur; Najran University |
| 2026-10-21 | InfoDisent: Explainability of image classification models by information disentanglement | Knowledge-Based Systems | Łukasz Struski, Dawid Rymarczyk, Jacek Tabor | |
| 2026-10-19 | Towards understanding and monitorability of reasoning LLMs | Nature Machine Intelligence | | |
| 2026-10-17 | Multi-Perspective explainability in traffic prediction: A neuro-symbolic approach using CNN-LSTMs and concept lattices | Applied Intelligence | Suraya Syazwani Mohamad Yusof, Hadhrami Ab Ghani, Nurul Izrin Md Saleh et al. | Universiti Malaysia Kelantan; Universiti Teknikal Malaysia Melaka; University of Technology Malaysia |
| 2026-10-14 | DPIR: Dynamic propagation inconsistency reasoning for explainable fake news detection with large vision-language models | Expert Systems with Applications | Caixia Jing, Hang Gao, Yangtao Chen et al. | Nankai University |
| 2026-10-14 | Study of robust features in formulating guidance for heuristic algorithms for solving the vehicle routing problem | Journal of Heuristics | Bachtiar Herdianto, Romain Billot, Flavien Lucas et al. | Institut national de recherche en sciences et technologies du numérique; Institut National des Sciences Appliquées de Lyon; Centre National de la Recherche Scientifique; … |
| 2026-10-13 | Bootstrap Wasserstein alignment for stable feature attribution in low-data regimes | Knowledge-Based Systems | Mujahidul Islam, Priya Dubey | |
| 2026-10-10 | StreamWatch: Decoupled streaming video understanding for interpretable surveillance anomaly detection | Knowledge-Based Systems | Zilong Wang, Hao Wu, Junlong Tong et al. | Eastern Institute of Technology, Ningbo; Shanghai Jiao Tong University |
| 2026-10-05 | Transparent forecasting with XAI: Improving accuracy and trust in electricity demand prediction | Knowledge-Based Systems | Somya Bansal, Vaibhav Baldeva, Asmit Cajla et al. | Thapar Institute of Engineering & Technology; Torrens University Australia; Norwegian University of Science and Technology |
| 2026-10-05 | An interpretable vertical federated learning framework based on belief rule bases for long-tailed classification | Knowledge-Based Systems | Ziqian Lin, Longhao Yang, Wang Yingming | Fuzhou University |
| 2026-10-03 | An intelligent cybersecurity framework for banking systems: integrating neural networks, large language models, and federated learning for anti-money laundering and fraud detection | Future Business Journal | Tanvir Sajid, Sajida Hafeez | National Textile University |
| 2026-10-03 | Evolution of sentiment analysis toward aspect-based sentiment analysis: a scientometric analysis of research trends, knowledge structures, and emerging technologies (2015–2025) | Data Mining and Knowledge Discovery | Neha Goyal, Rajiv Bansal | Maharishi Markandeshwar University, Mullana |
| 2026-10-02 | A survey of LLM reasoning in healthcare and medicine: Individual modeling and collaborative agents | Information Fusion | Qika Lin, Luwei Xiao, Bin Pu et al. | National University of Singapore; Hunan University; University of Southern Queensland; … |
| 2026-10-01 | A domain-aware explainable AI framework for multi-class intrusion detection with cybersecurity-oriented semantic interpretation | Neural Computing and Applications | Salah ElDin Zaher Olaymi | Taibah University |
| 2026-10-01 | A self-monitoring explainable AI decision-support architecture for pre-publication content decisions in public-sector communication | Knowledge-Based Systems | Sebastian Paul, Arne Johannssen | Harz University of Applied Sciences |
| 2026-10-01 | Deep learning-based detection of cotton leaf diseases using self-supervised feature learning and Grad-CAM visualization | Neural Computing and Applications | Anjali Singh, Padma Nilesh Mishra, Garima Singh | Institute of Development Studies |
| 2026-10-01 | Convex-Relaxed Counterfactual Optimization for Non-differentiable Classifiers via Neural Surrogates | Neural Networks | Ao Xu, Zihao Li, Tieru Wu | |
| 2026-10-01 | Explainable AI-driven machine and deep learning models for state-of-health estimation of EV batteries in IoT-based 6G networks | Neural Computing and Applications | Hesham Ali Sakr, Mostafa Fouda, Ahmed F. Ashour et al. | Egypt-Japan University of Science and Technology; Sohar University; Idaho State University; … |
| 2026-10-01 | A heterogeneity-aware federated explainable visual learning framework for robust email malware detection | Neural Computing and Applications | G. Shanmuga Priya, V. R. S. Mani, C. Chellaswamy | |
| 2026-10-01 | Multi-Objective evolutionary scheduling of a Human-Centric Five-Objective Job-Shop Problem: A Problem-Type study with explainability and simulated human feedback | Computers & Industrial Engineering | Burak Gülmez | University College Dublin |
| 2026-10-01 | Ontology-guided neuro-symbolic GraphRAG for grounded query answering | Neural Computing and Applications | Domenico Benfenati, Antonio M. Rinaldi | University of Naples Federico II |
| 2026-10-01 | ARCHEX: explaining models through archetypal decomposition for discovering complementary patterns in model interpretability | Applied Intelligence | Abraham Itzhak Weinberg | |
| 2026-10-01 | Detection of causality in sentences: a comparative study of ensemble and non-ensemble approaches across embedding paradigms with explainable AI | Journal Of Big Data | C. H. Rohith, K. B. Sivachandra, Neethu Mohan et al. | Amrita Vishwa Vidyapeetham; Universitat Pompeu Fabra |
| 2026-10-01 | Coherent Local Explanations for Mathematical Optimization | Operations Research Letters | Daan Otto, Jannis Kurtz, Ş. İlker Birbil | Amsterdam University College; Amsterdam University of Applied Sciences; University of Amsterdam |
| 2026-09-30 | Explaining deceptive language in topical discourse: Integrating transformer models and explainable AI using LIME and SHAP for transparent text-based deception detection | Information Processing & Management | Bjanka Vrljić, Ivica Botički | University of Zagreb; Faculty of Electrical Engineering and Computing in Zagreb |
| 2026-09-30 | Behavior-aware explainable relational GNNs for process-centric data exfiltration detection in enterprise networks | Expert Systems with Applications | Ayesha Naeem, Muhammad Abid Mughal, Muhammad Irfan Yousuf et al. | Pakistan Institute of Engineering and Applied Sciences; University of Engineering and Technology Lahore; University of the Punjab |
| 2026-09-30 | Fault recognition approach applied to a rotating machine supported by hydrodynamic bearings using explainable artificial intelligence | Applied Intelligence | Daniel F. Goncalves, Aldemir Ap Cavalini, Valder Steffen | Universidade Federal de Uberlândia |
| 2026-09-28 | CausalCACTUS: A Causally Consistent and Context-Aware Framework for Counterfactual Explanations | Machine Learning | Zhendong Wang, Diego García, José María Enguita et al. | KTH Royal Institute of Technology; Universidad de Oviedo |