Federated ensemble-learning for transport mode detection in vehicular edge network

Federated ensemble-learning for transport mode detection in vehicular edge network

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliografische gegevens
Hoofdauteurs:	Alam, MD. Mustakin, Ahmed, Tanjim, Hossain, Meraz, Emo, Mehedi Hasan, Islam Bidhan, Md. Kausar
Andere auteurs:	Rabiul Alam, Dr. Md. Golam
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2023
Onderwerpen:	Transport mode detection Artificial intelligence Internet of things Intelligent transportation system Vehicular edge network Deep learning Federated learning Federated ensemble-learning Decentralized Majority voting XG Boost Random forest Multi-layer perceptron Wireless communication systems.
Online toegang:	http://hdl.handle.net/10361/20229

Gelijkaardige items

Blockchain-based edge computing for medical data storage & processing using federated learning
door: Faiyaz, Fazle Rabbi, et al.
Gepubliceerd in: (2021)

A secured federated learning system leveraging confidence score to identify retinal disease
door: Eshan, M Sakib Osman, et al.
Gepubliceerd in: (2023)

Personalization in federated recommendation system using SVD++ with explainability
door: Patwary, Kabbya Kantam, et al.
Gepubliceerd in: (2022)

LSTM based content prediction for edge caching using federated learning approach
door: Mazumder, Shafkat Ahmed, et al.
Gepubliceerd in: (2021)

A deep learning approach for prediction of ADHD using brain structure
door: Siam, Shafin Ahad, et al.
Gepubliceerd in: (2024)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
door: Shawan, Naveed Rahman, et al.
Gepubliceerd in: (2019)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
door: Mubin, Kazi Ehsanul, et al.
Gepubliceerd in: (2022)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
door: Khan, Labib Hasan, et al.
Gepubliceerd in: (2023)

Analysis on dengue severity using machine learning approach
door: Sayeed, Sanjana, et al.
Gepubliceerd in: (2021)

Fortifying federated learning: security against model poisoning attacks
door: Anan, Fabiha, et al.
Gepubliceerd in: (2024)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
door: Biswas, Sunanda, et al.
Gepubliceerd in: (2022)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
door: Rahman, Tahsinur, et al.
Gepubliceerd in: (2023)

Prediction of genetic mutation from clinical data of sickle cell disease using few-shot siamese bidirectional LSTM and federated learning
door: Alam, Salman, et al.
Gepubliceerd in: (2023)

A semi-supervised federated learning approach leveraging pseudo-labeling for Knee Osteoarthritis severity detection
door: Rifat, Rakib Hossain
Gepubliceerd in: (2024)

Explainable artificial intelligence and model calibration for water quality prediction
door: Hellen, Nakayiza
Gepubliceerd in: (2022)

Demystifying machine learning models for IOT attack detection with explainable AI
door: Muna, Rabeya Khatun, et al.
Gepubliceerd in: (2021)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
door: Rafat, Md. Tasbi, et al.
Gepubliceerd in: (2023)

Medical image reader powered by artificial intelligence
door: Palok, Tanvir Ahmed, et al.
Gepubliceerd in: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
door: Ghosh, Kawshik Kumar, et al.
Gepubliceerd in: (2023)

Alumni opportunities using machine learning
door: Siaum, Arshif Sharlimin, et al.
Gepubliceerd in: (2019)

Machine learning approach for improving decision support in ICU
door: Siddiquee, Mohib Billah, et al.
Gepubliceerd in: (2019)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
door: Mim, Ankhi Akter, et al.
Gepubliceerd in: (2024)

Microfinance in Russia : broadening access to finance for micro and small entrepreneurs /
door: Bossoutrot, Sylvie K., 1969-
Gepubliceerd in: (2005)

A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
door: Chowdhury, Asif Hasan, et al.
Gepubliceerd in: (2023)

A decentralized employee performance appraisal framework for recruitment, performance prediction and ranking using permissioned Blockchain and ensemble learning
door: Anjum, Afra Antara, et al.
Gepubliceerd in: (2022)

Analyzing the security of e-Health data based on a hybrid federated learning model
door: Shafin, Md. Mehtabul Islam, et al.
Gepubliceerd in: (2023)

Predicting climate induced floods using machine learning
door: Saleh, Chowdhury Nafis, et al.
Gepubliceerd in: (2022)

Yoga posture recognition using the deep learning process
door: Islam, Abidul, et al.
Gepubliceerd in: (2023)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
door: Hossain, Shoumik, et al.
Gepubliceerd in: (2022)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
door: Roy, Aditya, et al.
Gepubliceerd in: (2023)

Implementation of diffusion model in realistic face generation
door: Rahman, Abidur, et al.
Gepubliceerd in: (2024)

Stock market prediction using ensemble learning
door: Rabbani, Rakin Bin, et al.
Gepubliceerd in: (2021)

Implementation of dynamic vehicular rerouting, vehicular safety and pollution reduction techniques using VANET
door: Arnab, Sandipan Paul, et al.
Gepubliceerd in: (2018)

Exploring machine learning techniques for symptom-based detection of livestock diseases
door: Niloy, Mahir Ahmed, et al.
Gepubliceerd in: (2024)

X-Ray classification to detect COVID-19 using ensemble model
door: Solaiman, Ishmam Ahmed, et al.
Gepubliceerd in: (2021)

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM
door: Hassan, Ibne, et al.
Gepubliceerd in: (2023)

A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
door: Chowdhury, Asif Hasan, et al.
Gepubliceerd in: (2023)

Intelligent parking system using machine learning
door: Abrar, Md. Ishtiak, et al.
Gepubliceerd in: (2023)

Application of machine learning in credit risk assessment: a prelude to smart banking
door: Dhruba, Mir Ishrak Maheer, et al.
Gepubliceerd in: (2019)

A GAN-based federated learning architecture for data augmentation of medical images
door: Al Rakin, Abdullah, et al.
Gepubliceerd in: (2023)