Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM

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

Detaylı Bibliyografya
Asıl Yazarlar:	Hassan, Ibne, Tahsin, Raida Mobashshira, Toma, Sadia Shara, Utchhash, Tausif Tazwar Quadria
Diğer Yazarlar:	Hossain, Muhammad Iqbal
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2023
Konular:	Covid-19 Pathogens Symptoms Monkeypox CLAHE GRADCAM Ensemble learning Transformer based models Pre-tained models Cognitive learning theory Pattern recognition systems Machine learning
Online Erişim:	http://hdl.handle.net/10361/22041

Benzer Materyaller

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
Yazar:: Nazmee, Namirah, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Flood prediction using ensemble machine learning models
Yazar:: Rahman, Tanvir
Baskı/Yayın Bilgisi: (2024)

Fortifying federated learning: security against model poisoning attacks
Yazar:: Anan, Fabiha, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
Yazar:: Mim, Ankhi Akter, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

The influence of neuromarketing: machine learning based empirical analysis
Yazar:: Muktadir, MD. Abdullah Al, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

X-Ray classification to detect COVID-19 using ensemble model
Yazar:: Solaiman, Ishmam Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Bangla speech to text conversion using CMU sphinx
Yazar:: Bristy, Israt Jerin, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
Yazar:: Nawrin, Ishrat Nur, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
Yazar:: Ahmed, Istiak, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Corn leaf disease detection using deep convolution neural network
Yazar:: Rabbi, Rawhatur, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Predicting crime using deep learning
Yazar:: Shihab, Muhammad Nafees, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
Yazar:: Hasib, Khan Md.
Baskı/Yayın Bilgisi: (2022)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
Yazar:: Hossain, Shah Md. Shakhawath, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
Yazar:: Boateng, Albert, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Classification of retinal diseases from OCT images using deep learning models
Yazar:: Mokarrom, Md Saif, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
Yazar:: Bhuiyan, Mahdi Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
Yazar:: Shawan, Naveed Rahman, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

N.P.K. based crop suggesting model
Yazar:: Iftekher, Asif, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Transformer vs. RASA model: A thorough attempt to develop conversational Artificial Intelligence to provide automated services to university disciples
Yazar:: Zahir, Shafkat, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
Yazar:: Tasnim, Anika, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
Yazar:: Turjo, Aquib Abtahi, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
Yazar:: Ifty, Md. Hasin Sarwar, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Pothole detection using lightweight network models
Yazar:: Abdullah, S. M., ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Nowcasting GDP : A Scalable Approach Using DFM, Machine Learning and Novel Data, Applied to European Economies /
Yazar:: Dauphin, Jean-Francois
Baskı/Yayın Bilgisi: (2022)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
Yazar:: Khilji, Ishfaque Qamar, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Facial expression recognition: convolutional attentional masking network and ensemble approach
Yazar:: Kowsar, Ibna, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Bang-lish sentiment classification using deep learning
Yazar:: Saleheen, Abrar, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
Yazar:: Oishi, Fayza Rezwana, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Implementation of diffusion model in realistic face generation
Yazar:: Rahman, Abidur, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
Yazar:: Saikat, Nayem Hossain, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Automated overtaking assistance system: a real-time approach using deep learning techniques
Yazar:: Moonjarin, Musarrat, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Explainable artificial intelligence and model calibration for water quality prediction
Yazar:: Hellen, Nakayiza
Baskı/Yayın Bilgisi: (2022)

Flight fare prediction using machine learning
Yazar:: Noyon, Md. Shaim Hosan, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

3D model based interactive application for elementary education
Yazar:: Ghosh, Apurba
Baskı/Yayın Bilgisi: (2020)

Document template identification and data extraction using machine learning and deep learning approach
Yazar:: Roy, Kaushik, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
Yazar:: Rafi, Ahmad Abdur, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Application of machine learning techniques on the context of livestock analysis
Yazar:: Islam, Md. Shajedul, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Detecting propagandistic poster title: a machine learning approach
Yazar:: Mahmood, Riaz, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Sentimental analysis on political speeches
Yazar:: Atiq, Asif, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
Yazar:: Khan, Labib Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)