% Dr. Arulmurugan Ramu — Publications
% Heriot-Watt University – Aktobe Campus, Kazakhstan
% Generated: August 2026

@article{Ravichandran2025,
  author    = {S. K. Ravichandran and C. Shieh and M. F. Horng and Arulmurugan Ramu and A. Sasi},
  title     = {Gaussian dual adjacency graph based spatial correlated and temporal time dependent traffic prediction in Bangalore City},
  journal   = {Scientific Reports},
  volume    = {15},
  pages     = {41208},
  year      = {2025},
  doi       = {10.1038/s41598-025-25075-4}
}

@incollection{Ramu2025Blockchain,
  author    = {Arulmurugan Ramu},
  title     = {A Security Scheme Based on Blockchain Technology With Modified Extreme Gradient Boosting Decision Tree Based Trust Management System for Vehicular Networks},
  booktitle = {Leveraging VANETs and Blockchain Technology for Urban Mobility},
  publisher = {IGI Global},
  year      = {2025},
  doi       = {10.4018/979-8-3373-0265-2},
  url       = {https://www.igi-global.com/book/leveraging-vanets-blockchain-technology-urban/359194}
}

@article{Adugna2024,
  author    = {T. D. Adugna and Arulmurugan Ramu and A. Haldorai},
  title     = {A Review of Pattern Recognition and Machine Learning},
  journal   = {Journal of Machine and Computing},
  volume    = {4},
  number    = {1},
  pages     = {210--220},
  year      = {2024},
  doi       = {10.53759/7669/jmc202404020}
}

@article{Ramu2024Neuro,
  author    = {Arulmurugan Ramu and A. Haldorai},
  title     = {Techniques, Advantages and Limitations of Neuroimaging: A Systematic Review},
  journal   = {Journal of Biomedical and Sustainable Healthcare Applications},
  volume    = {4},
  number    = {1},
  pages     = {054--062},
  year      = {2024}
}

@article{Ramu2023IS,
  author    = {Arulmurugan Ramu and A. Haldorai},
  title     = {The Characteristics, Methods, Trends and Applications of Intelligent Systems},
  journal   = {Journal of Computing and Natural Science},
  volume    = {3},
  number    = {2},
  year      = {2023}
}

@article{Haldorai2022Big,
  author    = {A. Haldorai and S. D. Ravana and J. Lu and Arulmurugan Ramu},
  title     = {Big Data Innovation for Sustainable Cognitive Computing},
  journal   = {Mobile Networks and Applications},
  year      = {2022}
}

@article{Ramu2022ETASR,
  author    = {Arulmurugan Ramu},
  title     = {Optimal Prediction of Early Lung Cancer Using Machine Learning Approaches},
  journal   = {Engineering, Technology and Applied Science Research},
  year      = {2022}
}

@book{Ramu2019CI,
  author    = {Arulmurugan Ramu},
  title     = {Computational Intelligence and Sustainable Systems: Intelligence and Sustainable Computing},
  publisher = {Springer Nature},
  series    = {EAI/Springer Innovations in Communication and Computing},
  year      = {2019},
  isbn      = {978-3-030-02674-5},
  doi       = {10.1007/978-3-030-02674-5}
}

@book{Ramu2019Urban,
  author    = {Arulmurugan Ramu},
  title     = {Computing and Communication Systems in Urban Development – A Detailed Perspective},
  publisher = {Springer},
  year      = {2019},
  isbn      = {978-3-030-26013-2},
  doi       = {10.1007/978-3-030-26013-2}
}

@book{Haldorai2020BI,
  editor    = {A. Haldorai and Arulmurugan Ramu and S. A. R. Khan},
  title     = {Business Intelligence for Enterprise Internet of Things},
  publisher = {Springer},
  year      = {2020},
  isbn      = {978-3-030-44407-5},
  doi       = {10.1007/978-3-030-44407-5}
}

@incollection{Ramu2018Lung,
  author    = {Arulmurugan Ramu},
  title     = {Early Detection of Lung Cancer Using Wavelet Feature Descriptor and Feed Forward Back Propagation Neural Networks Classifier},
  booktitle = {Computational Vision and Bio-Inspired Computing},
  series    = {Lecture Notes in Computational Vision and Biomechanics},
  publisher = {Springer},
  year      = {2018},
  doi       = {10.1007/978-3-319-71767-8_9}
}

@incollection{Venkatesh2026OBE,
  author    = {R. Venkatesh and D. M. D. Preethi and Arulmurugan Ramu},
  title     = {The Future of Outcome-Based Education ({OBE}): Leveraging Machine Learning ({ML}) for Adaptive Curriculum Design and Real-Time Learning Monitoring},
  booktitle = {Transforming Outcome-Based Education with Machine Learning},
  publisher = {Springer Nature Singapore},
  pages     = {29--60},
  year      = {2026},
  isbn      = {978-981-95-4925-2},
  doi       = {10.1007/978-981-95-4925-2_2}
}

@book{Haldorai2026BDCC,
  editor    = {Anandakumar Haldorai and Arulmurugan Ramu and Suriya Murugan},
  title     = {7th {EAI} International Conference on Big Data Innovation for Sustainable Cognitive Computing: {EAI BDCC} 2024},
  publisher = {Springer Cham},
  series    = {EAI/Springer Innovations in Communication and Computing},
  year      = {2026},
  isbn      = {978-3-032-02979-9},
  doi       = {10.1007/978-3-032-02979-9}
}

@book{Vetrithangam2027Climate,
  editor    = {D. Vetrithangam and Puneet Kumar and Arulmurugan Ramu},
  title     = {Data Science and {AI} for Climate Change: Building a Sustainable Future},
  publisher = {Apple Academic Press},
  series    = {Current Advances in Biodiversity, Conservation and Environmental Sciences},
  year      = {2027},
  isbn      = {978-1-77964-677-4}
}