Explainable AI: Research, Papers and Researchers

01Research activity

Explainable AI research by ScholarsColab researchers

What researchers combine with Explainable AI

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2023 onwards): learning, detection, deep, disease, model, techniques.

02Researchers

PhD researchers working on Explainable AI

Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.

Muhammad SaleemAssistant Professor in Computer Science5 papers on this topic · 46 citationsMd.Faishal Ahmed RudroStudent3 papers on this topic · 0 citationsMDr. Muhammad Aminur RahamanGreen University of Bangladesh2 papers on this topic · 23 citationsGyanendra ChaubeyIIT Jodhpur2 papers on this topic · 14 citationsFerdib-Al-IslamDepartment of Computer Science and Engineering, Northern University of Business and Technology…2 papers on this topic · 12 citationsMDr. Mallikharjuna Rao KPhD2 papers on this topic · 3 citationsP. JayadharshiniKONGU ENGINEERING COLLEGE2 papers on this topic · 1 citationsDr Rajesh DeyPost Doctoral Fellow,Aasoc prof1 paper on this topic · 63 citationsSSiddhartha BhattacharyyaVSB Technical University of Ostrava, Czech Republic1 paper on this topic · 59 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingDr Mueen UddinUniversity of Doha for Science and Technology1 paper on this topic · 39 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingDr. Saroj Kumar PandeyGLA University1 paper on this topic · 29 citationsSileshi Nibret ZelekeUniversity of Bari1 paper on this topic · 16 citationsAbdul AhadNorthwestern Polytechnical University of China1 paper on this topic · 13 citationsDr. Shamneesh SharmaupGrad Education Private Limited, Bangalore, Karnataka, India1 paper on this topic · 10 citationsMMohendra RoyPandit Deendayal Energy University1 paper on this topic · 8 citationsDr. Vikash YadavGovernment Polytechnic Bighapur Unnao1 paper on this topic · 6 citationsCChirag N PaunwalaSarvajanik College of Engg and Tech1 paper on this topic · 4 citationsRama KomaragiriGalgotias University1 paper on this topic · 4 citationsAshish RanjanIIIT Sonepat1 paper on this topic · 2 citationsBenish KabirSoftware Engineering1 paper on this topic · 1 citationsDr. V.BapujiProfessor & Head, Department of CS1 paper on this topic · 0 citationsDr Senbagavalli MAssociate Professor, Alliance University, Bangalore, Karnataka1 paper on this topic · 0 citationsDr. Gouri Sankar MishraSharda University1 paper on this topic · 0 citationsRoseline Oluwaseun OgundokunRedeemer's University Ede, Osun State1 paper on this topic · 0 citationsHAMLICHComputer science1 paper on this topic · 0 citationsVictor Ayodeji OluwasusiMr1 paper on this topic · 0 citationsFarah JemiliUniversity of Sousse Tunisia1 paper on this topic · 0 citationsDr. Sumit Kumar KapoorPoornima University1 paper on this topic · 0 citationsDivya RayavarapuAditya University1 paper on this topic · 0 citationsRam S IyerResearch Scholar, IIT RoparLists Explainable AI as a research area

03Papers

Research papers on Explainable AI

1. Detecting deepfake images using deep learning techniques and explainable AI methods202363 citationsIntelligent Automation and Soft ComputingDr Rajesh Dey
2. An Explainable AI framework for credit evaluation and analysis202459 citationsApplied Soft ComputingSiddhartha Bhattacharyya
3. Plant leaf disease detection using ensemble learning and Explainable AI202439 citationsIEEE AccessDr Mueen Uddin
4. A study and comparison of deep learning based potato leaf disease detection and classification techniques using explainable AI202429 citationsMultimedia Tools and ApplicationsDr. Saroj Kumar Pandey
5. Developing a transparent diagnosis model for diabetic retinopathy using explainable AI202426 citationsIEEE AccessMuhammad Saleem
6. An explainable AI-driven deep neural network for accurate breast cancer detection from histopathological and ultrasound images202523 citationsScientific ReportsDr. Muhammad Aminur Rahaman
7. Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic202516 citationsSileshi Nibret Zeleke
8. Erythemato-Squamous Diseases Prediction and Interpretation Using Explainable AI202414 citationsIETE Journal of ResearchGyanendra Chaubey
9. Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI202513 citationsScientific ReportsMuhammad Saleem
10. The revolution and vision of explainable ai for android malware detection and protection202413 citationsInternet of ThingsAbdul Ahad
11. Exploring explainable AI: a bibliometric analysis202410 citationsDiscover Applied SciencesDr. Shamneesh Sharma
12. Explainable AI in healthcare: Unboxing machine learning for biomedicine20238 citationsMohendra Roy
13. LIME-based explainable AI models for predicting disease from patient’s symptoms20238 citationsFerdib-Al-Islam
14. Explainable AI-driven intelligent system for precision forecasting in cardiovascular disease20257 citationsFrontiers in MedicineMuhammad Saleem
15. Demystifying Predictive Maintenance: Achieving Transparency through Explainable AI20246 citationsDr. Vikash Yadav
16. An explainable AI approach towards epileptic seizure detection20224 citationsChirag N Paunwala
17. Autism Spectrum Disorder Identification from Facial Images Using Fine Tuned Pre-trained Deep Learning Models and Explainable AI Techniques20254 citationsFerdib-Al-Islam
18. A novel eXplainable AI agent for social interaction training of people with Autism Spectrum Disorder (ASD)20254 citationsInternational Journal of Information TechnologyRama Komaragiri
19. CoVid-19 Detection leveraging Vision Transformers and Explainable AI20232 citationsDr. Mallikharjuna Rao K
20. DDoS Attack Detection Using Explainable AI in Machine Learning20242 citationsAshish Ranjan
21. fDoS: Explainable AI-Based Federated Learning for DDoS Detection in IoT Networks20251 citationsDr. Mallikharjuna Rao K
22. Mitigating Bias in AI Recruitment Through Explainable AI for Fair and Inclusive Hiring Practices20251 citationsDistributed Deep Learning and Explainable AI (XAI) in IndustryP. Jayadharshini
23. Detecting electricity theft in smart grids using optimized machine learning ensemble techniques and eXplainable AI20251 citationsEnergy ReportsBenish Kabir
24. An Explainable AI-Based Ensemble Machine Learning Framework for Early-Stage Diabetes Prediction0 citationsDr. Muhammad Aminur Rahaman
25. Toward Transparent Credit Risk Assessment: A Deep Learning Model with Feature Engineering and Explainable AI20250 citationsMd.Faishal Ahmed Rudro
26. Heart Disease Risk Prediction Using Machine Learning and Explainable Ai: A Data-Driven Approach for Early Diagnosis and Prevention0 citationsMd.Faishal Ahmed Rudro
27. Towards Transparent Industrial Inspection: Explainable AI-Based YOLOv8 Framework for Multi-Class Fabric Defect Detection0 citationsMd.Faishal Ahmed Rudro
28. Profile Detect: Using Explainable Ai To Identify Student Profiles In Online Judge Systems20240 citationsJournal of TechnologyDr. V.Bapuji
29. Explainable AI for Automated Multi-Disease Diagnosis: A Survey on Interpretable Deep Learning in Healthcare20250 citationsSGS-Engineering & SciencesDr Senbagavalli M
30. An Interpretable, Data-Driven Framework Empowered by Explainable AI for Fuel Consumption and CO₂ Emission Prediction20250 citationsCatalysis TodayMuhammad Saleem
31. Enhancing smart city mobility through real time explainable AI in autonomous vehicles20250 citationsScientific ReportsMuhammad Saleem
32. Chronic Kidney Disease Prediction and Interpretation Using Explainable AI20250 citationsCommunications in Computer and Information ScienceGyanendra Chaubey
33. Enhancing Crop Disease Detection Systems with Explainable AI Techniques for Deep Learning Models Using Spectral Imaging20250 citationsDr. Gouri Sankar Mishra
34. Lightweight Continual Learning for Cervical Cancer Diagnosis with Synthetic Augmentation and Explainable AI0 citationsRoseline Oluwaseun Ogundokun
35. Mitigating Bias in AI Recruitment Through Explainable AI20250 citationsP. Jayadharshini
36. Explainable AI for Energy Prediction in Smart Building20240 citationsHAMLICH
37. Explainable AI-Powered Anomaly Detection: A Computer Vision Approach to Strengthening Human-Centric Cybersecurity20250 citationsVictor Ayodeji Oluwasusi
38. Hybrid Shaping with LIME and Counterfactual Explanations (DiCE) for Explainable AI in Intrusion Detection Systems20250 citationsFarah Jemili
39. Adaptive Explainable AI Models for Bias Mitigation in High-Dimensional Biomedical Imaging Genomics20250 citationsMusik in BayernDr. Sumit Kumar Kapoor
40. AUTOMATED DETECTION OF MULTIPLE SCLEROSIS LESIONS IN MRI USING AN EXPLAINABLE AI FRAMEWORK WITH HIERARCHICAL FEATURE FUSION20250 citationsJournal of Theoretical and Applied Information TechnologyDivya Rayavarapu

04Journals

Journals that publish Explainable AI research

Where our researchers published their papers on this topic, with each journal’s indexing.

*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →

05Top 2% scientists

World’s Top 2% scientists in Artificial Intelligence & Image Processing

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Explainable AI in that list; 10,979 researchers from 94 countries are listed in it.

Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.

06Related topics

Topics related to Explainable AI

Topics that share the most papers with Explainable AI in our researchers’ work:

• Artificial Intelligence (AI)1,196 papers · 404 researchers
• Autism Spectrum22 papers · 20 researchers
• Deep Learning (DL)968 papers · 331 researchers
• Machine Learning (ML)1,348 papers · 424 researchers
• Healthcare445 papers · 205 researchers
• Cancer632 papers · 207 researchers

07Questions

Frequently asked questions