Bayesian: Research, Papers and Researchers

01Research activity

Bayesian research by ScholarsColab researchers

What researchers combine with Bayesian

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

Recent focus (2023 onwards): learning, optimization, network, detection, deep, methods.

02Researchers

PhD researchers working on Bayesian

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.

OrkenInstitute of Information and Computational Technologies8 papers on this topic · 44 citationsFarah JemiliUniversity of Sousse Tunisia5 papers on this topic · 170 citationsWWulfran FENDZI MBASSOUniversity of Douala2 papers on this topic · 75 citationsDimitrios A KarrasProf. Dimitrios A. Karras, PhD Assoc. prof. National and Kapodistrian University of…2 papers on this topic · 33 citationsDr M.A.JABBARVARDHAMAN COLLEGE OF ENGINEERING2 papers on this topic · 32 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingXXiaochun ChengSwansea University2 papers on this topic · 4 citationsMMasood Ur RehmanUniversity of Glasgow1 paper on this topic · 87 citationsAAdel M. AlimiUniversity of Sfax1 paper on this topic · 54 citationsMaode MaQatar University1 paper on this topic · 43 citationsAkashdeep BhardwajUPES1 paper on this topic · 42 citationsProf. Dr. Eduard BabulakNational Science Foundation1 paper on this topic · 11 citationsRajeev AgarwalLloyd Institute of Engineering & Technology, Greater Noida1 paper on this topic · 10 citationsEmad A. Az-Zo’biMutah University1 paper on this topic · 7 citationsK. SujathaProfessor, EEE Department, Dr. M.G.R. Educational and Research Institute1 paper on this topic · 7 citationsRoseline Oluwaseun OgundokunRedeemer's University Ede, Osun State1 paper on this topic · 4 citationsSaurabh MehtaVidyalankar Institute of Technology, Mumbai1 paper on this topic · 4 citationsDr Prof Rajkumar RajamanickamMeenakshi Medical College Hospital & Research Institute, Kanchipuram, Tamil Nadu, affiliated to…1 paper on this topic · 3 citationsDr. Venkatachalam MKONGU ENGINEERING COLLEGE1 paper on this topic · 3 citationsParvatiBTU Rajasthan1 paper on this topic · 2 citationsShashi Kant DargarKalasalingam Academy of Research and Education1 paper on this topic · 2 citationsDr. Senthilkumar MeyyappanNalla Malla Reddy Engineering College, Hyderabad, Telangana, India1 paper on this topic · 1 citationsDr Gnanajeyaraman RajaramSaveetha university1 paper on this topic · 1 citationsDr Abini M.AKMEA Engineering College1 paper on this topic · 1 citationsHemant KumarChandigarh University1 paper on this topic · 1 citationsSShubhankar MajumdarProfessor1 paper on this topic · 0 citationsDr. M. PrasadShri Vishnu Engineering College for Women(A), Bhimavaram1 paper on this topic · 0 citationsIbrahim A. HameedProfessor1 paper on this topic · 0 citationsDR. MANU Y MBGS Institute of Technology-Adichunchanagiri University1 paper on this topic · 0 citationsPiyush VashisthaGLA University1 paper on this topic · 0 citationsMuthuselvi RProfessor, Dept of IT, Kamaraj College of Engineering and Technology, Virudhunagar1 paper on this topic · 0 citations

03Papers

Research papers on Bayesian

1. A framework for an adaptive intrusion detection system using Bayesian network2007126 citationsFarah Jemili
2. An efficient method for antenna design based on a self-adaptive Bayesian neural network-assisted global optimization technique202287 citationsIEEE Transactions on Antennas and PropagationMasood Ur Rehman
3. Advancing short-term solar irradiance forecasting accuracy through a hybrid deep learning approach with Bayesian optimization202470 citationsResults in EngineeringWulfran FENDZI MBASSO
4. Dynamic decision support system based on bayesian networks application to fight against the nosocomial infections201254 citationsAdel M. Alimi
5. GaDQN-IDS: A novel self-adaptive IDS for VANETs based on Bayesian game theory and deep reinforcement learning202143 citationsIEEE Transactions on Intelligent Transportation SystemsMaode Ma
6. Multinomial Naive Bayesian classifier framework for systematic analysis of smart IoT devices202242 citationsSensorsAkashdeep Bhardwaj
7. Intrusion detection system using Bayesian network and feature subset selection201730 citationsDr M.A.JABBAR
8. Intrusion detection based on “hybrid” propagation in Bayesian networks200926 citationsFarah Jemili
9. New PDE-based methods for image enhancement using SOM and Bayesian inference in various discretization schemes200923 citationsMeasurement Science and TechnologyDimitrios A Karras
10. Application of Bayesian networks for estimation of individual psychological characteristics201715 citationsOrken
11. DIDFAST. BN: distributed intrusion detection and forecasting multiagent system using Bayesian network200612 citationsFarah Jemili
12. A secure energy efficient IoT based fractional correlated Bayesian data transmission in WSNs201911 citationsJournal of Communications and Information NetworksProf. Dr. Eduard Babulak
13. Compression of MRI images using the discrete wavelet transform and improved parameter free Bayesian restoration techniques200910 citationsDimitrios A Karras
14. Probabilistic optimized kernel naive Bayesian cloud resource allocation system202210 citationsWireless Personal CommunicationsRajeev Agarwal
15. Zh., Shayakhmetova AS, Seisenbekova PB The methodology of creating an intellectual environment of increasing the competence of students based on a bayesian approach20198 citationsNews of the National academy of sciences of the Republic of Kazakhstan Orken
16. Advanced Parameter Estimation for the Gompertz-Makeham Process: A Comparative Study of MMLE, PSO, CS, and Bayesian Methods20257 citationsStatistics, Optimization and Information ComputingEmad A. Az-Zo’bi
17. Combustion Quality Estimation in Power Station Boilers using SVM based Feature Reduction with Bayesian Classifier20147 citationsEuropean Journal of Scientific ResearchK. Sujatha
18. Advancing short-term solar irradiance forecasting accuracy through a hybrid deep learning approach with Bayesian optimization, Results in Engineering 23 (2024) 10246120245 citationsWulfran FENDZI MBASSO
19. The methodology of creating an intellectual environment of increasing the competence of students based on a bayesian approach20195 citationsOrken
20. Work with Bayesian Networks in BAYESIALAB20184 citationsOrken
21. A sparse Bayesian learning method for structural equation model-based gene regulatory network inference20204 citationsIEEE AccessXiaochun Cheng
22. Exploring the synergy of self-supervised learning and Bayesian networks for customer profiling in the insurance industry20254 citationsInternational Journal of Automation and Smart TechnologyRoseline Oluwaseun Ogundokun
23. Bayesian-based Spectrum sensing and Optimal Channel estimation for MAC layer protocol in cognitive radio sensor networks20204 citationsComputer JournalSaurabh Mehta
24. An Intelligent Bayesian Optimization with Stacked BiLSTM Model for Air Quality Index Prediction20233 citationsDr Prof Rajkumar Rajamanickam
25. Elastic net with Bayesian Density Estimation model for feature selection for photovoltaic energy prediction20253 citationsScientific ReportsDr. Venkatachalam M
26. Cycles in bayesian networks20213 citationsInternational Journal of Electronics and TelecommunicationsOrken
27. Generations in Bayesian networks20193 citationsOrken
28. Work with Bayesian Networks in BAYESIALAB. Almaty: IPIC, 2018. 311 p3 citationsOrken
29. AgenaRisk. Work with Bayesian Networks. Almaty: IPIC, 2019. 236 p3 citationsOrken
30. Attack prediction based on hybrid propagation in Bayesian networks20093 citationsFarah Jemili
31. Comparative Study between Bayesian Network and Possibilistic Network in Intrusion Detection.20063 citationsFarah Jemili
32. Credit Card Fraud Detection using Hidden Naive Bayes and Bayesian Belief Network20242 citationsDr M.A.JABBAR
33. Comparative study of traditional Bayesian algorithm and MassBayes algorithm using Pendigits dataset20142 citationsParvati
34. Enhanced reliability in wireless sensor networks: federated learning with Bayesian weighted random forest for secure and privacy-preserving threat detection20252 citationsWireless NetworksShashi Kant Dargar
35. Revolutionizing CKD Prediction with Bayesian-Optimized LightGBM for Clinical Decision Support20251 citationsDr. Senthilkumar Meyyappan
36. Time Management Recommendations with Bayesian Neural Networks: An Intelligent Assistant Approach20241 citationsDr Gnanajeyaraman Rajaram
37. SEMS-DRNet: Attention enhanced multi-scale residual blocks with Bayesian optimization for diabetic retinopathy classification20251 citationsResearch on Biomedical EngineeringDr Abini M.A
38. Explainable Bayesian-Optimized XGBoost Model for Component Failure Detection in Predictive Maintenance20241 citationsAI and Machine Learning Impacts in Intelligent Supply ChainHemant Kumar
39. Design and Optimization of an SSPP‐Matched GaN HEMT Power Amplifier Using Bayesian Optimization20250 citationsShubhankar Majumdar
40. Development of AODV MANET Routing Protocol Using Bayesian Approach20170 citationsInternational Journal of ResearchDr. M. Prasad
41. Bayesian Network Framework for Site Selection of Offshore Wind Farms in the Visayas Region, Philippines20250 citationsIbrahim A. Hameed
42. Cloud-Integrated Bayesian Methods for Marine Sediment Contamination Detection and Environmental Protection20250 citationsDR. MANU Y M
43. Constraining Bianchi type-I universe in gravity by Bayesian and deep learning methods20250 citationsInternational Journal of Geometric Methods in Modern PhysicsPiyush Vashistha
44. Parallelization of Bayesian Estimation in Share Price Forecasting Using OpenMP20150 citationsInternational Journal of Applied Engineering ResearchMuthuselvi R
45. SIMPLIFYING STRUCTURES OF BAYESIAN NETWORKS20030 citationsXiaochun Cheng

04Journals

Journals that publish Bayesian 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 Statistics & Probability

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Statistics & Probability is the research subfield closest to Bayesian in that list; 513 researchers from 31 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 Bayesian

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

• Intrusion Detection252 papers · 86 researchers
• Intrusion Detection System (IDS)134 papers · 53 researchers
• Wireless Sensor Networks (WSN)344 papers · 126 researchers
• Deep Learning (DL)968 papers · 331 researchers
• Neural Network819 papers · 267 researchers
• Internet of Things (IoT)1,334 papers · 356 researchers

07Questions

Frequently asked questions