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Academic Member

Assistant Professor Femılda Josephın Joseph Shobana Baı

Bilgisayar Mühendisliği

Articles

  • Predicting the different engine parameters of a rubber seed oil-ethanol dual fuel engine using artificial neural networks ,2018
  • Analysis of performance, emission, combustion and endoscopic visualization of micro-arc oxidation piston coated SI engine fuelled with low carbon biofuel blends ,2021
  • A comparative analysis of advanced machine learning models for the prediction of combustion, emission and performance characteristics using endoscopic combustion flame image of a pine oil-gasoline fuelled spark ignition engine ,2024
  • A deep learning multi-feature based fusion model for predicting the state of health of lithium-ion batteries ,2025
  • AO-SVM: a machine learning model for predicting water quality in the cauvery river ,2024
  • Comparative analysis of regression models to predict the performance of the dual fuel engine operating on diesel and hydrogen gas ,2025
  • Tree-based ensemble regression models for emission prediction of a winter green oil-hydrogen dual-fuel engine with zeolite after-treatment ,2025
  • Social Network Routing with Caching in Delay Tolerant Wireless Sensor Networks ,2018
  • Predicting the different engine parameters of a rubber seed oil-ethanol dual fuel engine using artificial neural networks ,2018
  • Application of machine learning algorithms for predicting the engine characteristics of a wheat germ oil–Hydrogen fuelled dual fuel engine ,2023
  • Efficacy of machine learning algorithms in estimating emissions in a dual fuel compression ignition engine operating on hydrogen and diesel ,2023
  • Application of Taguchi design in optimization of performance and emissions characteristics of n-butanol/diesel/biogas under dual fuel mode ,2023
  • Development of artificial neural network and response surface methodology model to optimize the engine parameters of rubber seed oil – Hydrogen on PCCI operation ,2023
  • Doppler shift with Archimedes Optimization Algorithm for localizing unknown nodes in underwater sensor networks ,2023
  • A Machine Learning Approach for Carbon di oxide and Other Emissions Characteristics Prediction in a Low Carbon Biofuel-Hydrogen Dual Fuel Engine ,2023
  • A study on the feasibility of bergamot peel oil-gasoline blends for spark-ignition engines ,2022
  • Integrated social network reputation inspired routing for effective data forwarding ,2014
  • Study on the effect of 2-butoxyethanol as an additive on the combustion flame, performance and emission characteristics of a spark ignition engine ,2021
  • A study on biofuel produced by catalytic cracking of mustard and castor oil using porous Hβ and AlMCM-41 catalysts ,2021
  • Analysis of performance, emission, combustion and endoscopic visualization of micro-arc oxidation piston coated SI engine fuelled with low carbon biofuel blends ,2021
  • Study of engine performance, emission and combustion characteristics fueled with diesel-like fuel produced from waste engine oil and waste plastics ,2018

Reports

  • A Robust Multi-unit Feature-Level Fusion Framework for Iris Biometrics - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN
  • Review on various authentication schemes and attacks on connected vehicles - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN
  • A comprehensive review of various data collection approaches, features, and algorithms used for the classification of driving style - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN
  • A review on the measures and techniques adapted for the detection of driver drowsiness - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN
  • Analyzing Various Machine Learning Algorithms for the Classification of Malwares - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN
  • RESPIRONET: Leveraging UNET Architecture for Effective COVID-19 Severity Prediction from Pulmonary CT Images - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN
  • _COMPARING THE PERFORMANCE OF BOOSTING AND BAGGING ENSEMBLE METHODS FOR PREDICTING THE REMAINING USEFUL LIFE OF LITHIUM ION BATTERY - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN, VARUVEL EDWIN GEO
  • BATTERY LIFETIME PREDICTION USING ENSEMBLE AND NON-ENSEMBLE MACHINE LEARNING ALGORITHMS - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN, VARUVEL EDWIN GEO
  • PREDICTION OF CARBON DI OXIDE AND OTHER EMISSIONS CHARACTERISTICS OF LOW CARBON BIOFUEL-HYDROGEN DUAL FUEL ENGINE - A MACHINE LEARNING APPROACH - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN, VARUVEL EDWIN GEO
  • Secured Congestion Control in VANET Using Greedy Perimeter Stateless Routing (GPSR) - JOSEPH SHOBANA BAI FEMILDA JOSEPHIN

Books

  • Edge Computing and Computational Intelligence Paradigms for the IoT – IGI Global
Assistant Professor Femılda Josephın Joseph Shobana Baı - İstinye Üniversitesi
femilda.baiistinye.edu.tr

Research Areas

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