--- title: "“explainable AI”: 29 recent papers (last 30 days)" description: "The keyword “explainable AI” appeared in 29 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #11 of 12,658 keywords." url: https://scholar4ai.com/keywords/explainable-ai markdown_url: https://scholar4ai.com/keywords/explainable-ai.md license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) share_text: "The keyword “explainable AI” appeared in 29 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #11 of 12,658 keywords." data_url: https://scholar4ai.com/data/rankings.json updated: 2026-10-26T14:52:47+09:00 window: 2026-09-27 to 2026-10-26 source: OpenAlex (CC0) --- # Papers on “explainable AI” - 3 papers in the last 7 days Back to the ranking: https://scholar4ai.com/rankings/keywords.md ## Key findings - The keyword “explainable AI” appeared in 29 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #11 of 12,658 keywords. - Most of them appeared in Knowledge-Based Systems (6), Neural Computing and Applications (5) and Applied Intelligence (3). - Leading institutions: Wuhan University of Technology (1), Anhui University (1) and University of Tabuk (1). - Countries: China (5), India (4) and Pakistan (3). - Often studied together with “SHAP” (4), “lime” (4) and “federated learning” (3). ## Research ideas that follow this keyword - [Do AI explanations agree with each other?](https://scholar4ai.com/ideas/do-ai-explanations-agree.md) *Papers, newest first.* | Date | Title | Journal | Authors | Affiliations | |---|---|---|---|---| | 2026-10-23 | [Explainable medical artificial intelligence: The impact of agent and explanation types on health persuasion](https://doi.org/10.1016/j.jbusres.2026.116516) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 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](https://doi.org/10.1007/s10462-026-11711-6) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 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](https://doi.org/10.1016/j.knosys.2026.117169) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Łukasz Struski, Dawid Rymarczyk, Jacek Tabor | | | 2026-10-19 | [Towards understanding and monitorability of reasoning LLMs](https://doi.org/10.1038/s42256-026-01333-6) | [Nature Machine Intelligence](https://scholar4ai.com/journals/nature-machine-intelligence.md) | | | | 2026-10-17 | [Multi-Perspective explainability in traffic prediction: A neuro-symbolic approach using CNN-LSTMs and concept lattices](https://doi.org/10.1007/s10489-026-07512-7) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 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](https://doi.org/10.1016/j.eswa.2026.134733) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1007/s10732-026-09603-7) | [Journal of Heuristics](https://scholar4ai.com/journals/journal-of-heuristics.md) | 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](https://doi.org/10.1016/j.knosys.2026.117182) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Mujahidul Islam, Priya Dubey | | | 2026-10-10 | [StreamWatch: Decoupled streaming video understanding for interpretable surveillance anomaly detection](https://doi.org/10.1016/j.knosys.2026.117173) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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](https://doi.org/10.1016/j.knosys.2026.117131) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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](https://doi.org/10.1016/j.knosys.2026.117129) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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](https://doi.org/10.1186/s43093-026-01015-0) | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | 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)](https://doi.org/10.1007/s10618-026-01273-0) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 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](https://doi.org/10.1016/j.inffus.2026.104827) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 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](https://doi.org/10.1007/s00521-026-12597-9) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1016/j.knosys.2026.117219) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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](https://doi.org/10.1007/s00521-026-12586-y) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1016/j.neunet.2026.109793) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 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](https://doi.org/10.1007/s00521-026-12491-4) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1007/s00521-026-12523-z) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1016/j.cie.2026.112451) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | Burak Gülmez | University College Dublin | | 2026-10-01 | [Ontology-guided neuro-symbolic GraphRAG for grounded query answering](https://doi.org/10.1007/s00521-026-12495-0) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1007/s10489-026-07506-5) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 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](https://doi.org/10.1186/s40537-026-01553-y) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 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](https://doi.org/10.1016/j.orl.2026.107549) | [Operations Research Letters](https://scholar4ai.com/journals/operations-research-letters.md) | 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](https://doi.org/10.1016/j.ipm.2026.105213) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | 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](https://doi.org/10.1016/j.eswa.2026.134583) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1007/s10489-026-07491-9) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 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](https://doi.org/10.1007/s10994-026-07155-2) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | Zhendong Wang, Diego García, José María Enguita et al. | KTH Royal Institute of Technology; Universidad de Oviedo | ## Cite this page Scholar4AI. (2026). Papers on “explainable AI”. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/keywords/explainable-ai ```bibtex @misc{scholar4ai-keywords-explainable-ai, author = {{Scholar4AI}}, title = {Papers on “explainable AI”}, year = {2026}, howpublished = {\url{https://scholar4ai.com/keywords/explainable-ai}}, urldate = {2026-10-26}, note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0} } ``` License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).