Vakula Rani

Employment

• CMR Institute of Technology Professor
  2018 - Present
• CMR Institute of Management Studies Asst.Prof
  2004 - 2018
• Garden City College Asst. Prof & HOD
  2002 - 2004
• Garden City College Lecture
  1998 - 2002

Education

• Rayalaseema University Ph.D
  2012 - 2017
• Bharathidasan University MPhil
  2004 - 2006
• Andhra University Master of Computer Applications
  1992 - 1995

Projects & Funding

Projects & funding information is unavailable.

Publications (33)

• Interpretable Ensemble Learning for Water Quality Prediction: A SHAP-Driven Approach to Sustainable Resource Management
  2026 DOI: 10.1007/978-3-032-16830-6_36
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• Multiclass Botnet Detection in IoT Smart Home Using Deep and Ensemble Learning Techniques
  Lecture Notes in Networks and Systems 2026 DOI: 10.1007/978-3-032-06253-6_20
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• Botnet Attacks Detection in IoT Smart Homes: A Machine Learning Approach
  Lecture Notes in Electrical Engineering 2026 DOI: 10.1007/978-981-96-9716-8_12
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• Water Quality Prediction Using Ensemble Learning for Sustainable Resource Management
  2025 International Conference on Advances in Next-Gen Computer Science (ICANCS) 2025 DOI: 10.1109/icancs65819.2025.11376809
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• DeepXAI-ERS: An Explainable Deep Forest Approach for EEG-Based Emotion Recognition Systems
  SN Computer Science 2025 DOI: 10.1007/s42979-025-04427-x
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• Deep Learning Approach for Protecting IoT Smart Home Devices Against Multiclass Botnet Attacks
  International Journal of Computer Networks and Applications 2025 DOI: 10.22247/ijcna/2025/20
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• Early Identification of Hepatic Disorders Using Machine Learning
  2025 International Conference on Emerging Technologies in Computing and Communication (ETCC) 2025 DOI: 10.1109/etcc65847.2025.11108672
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• Deep Forest-Based EEG Emotion Recognition for Mental Well-Being
  2025 DOI: 10.1007/978-981-96-2299-3_12
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• Deep Forest-Based Intrusion Detection System for Edge Intelligence Assisted Smart Homes
  2025 DOI: 10.1007/978-3-031-79041-6_28
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• Machine Learning for Internet of Things (IoT) Security: A Comprehensive Survey
  International Journal of Computer Networks and Applications 2024 DOI: 10.22247/ijcna/2024/40
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