An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy

An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science, 2024.

Bibliografiska uppgifter
Huvudupphovsman:	Hasan, Nahid
Övriga upphovsmän:	Alam, Md. Golam Rabiul
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2024
Ämnen:	Federated learning Unsupervised learning Auto-encoder Fusion strategy Multisensor data fusion. Electronic data processing > Distributed processing. Neural networks (Computer science). Data mining
Länkar:	http://hdl.handle.net/10361/24039

Liknande verk

Fusion : an introduction to the physics and technology of magnetic confinement fusion /
av: Stacey, Weston M.
Publicerad: (2010)

Fusion energy /
av: Gross, Robert A., 1927-
Publicerad: (1984)

Creolizing Europe :

An advanced data fabric architecture leveraging homomorphic encryption and federated learning
av: Rieyan, Sakib Anwar, et al.
Publicerad: (2023)

Integration of data clustering to intelligent email classifier
av: Zisan, Shahriar Ahmed
Publicerad: (2019)

Detection of fake identities on twitter using supervised machine learning
av: Rahman, MD. Takiur, et al.
Publicerad: (2019)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
av: Raizan, Syed Ahsan, et al.
Publicerad: (2021)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
av: Rabbi, Md. Nafis
Publicerad: (2024)

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

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
av: Rafi, Ahmad Abdur, et al.
Publicerad: (2023)

Predicting depression in Bangladeshi undergraduates using machine learning
av: Choudhury, Ahnaf Atef, et al.
Publicerad: (2019)

Ray Tracing and Beyond
av: E. R. Tracy, A. J. Brizard, A. S. Richardson, A. N. Kaufman
Publicerad: (2014)

Physics of Radio-Frequency Plasmas
av: Pascal Chabert, Nicholas Braithwaite
Publicerad: (2011)

Graph data mining-based community clustering for gender-biased community detection of social media
av: Dev, Sanjoy, et al.
Publicerad: (2023)

Analysis on dengue severity using machine learning approach
av: Sayeed, Sanjana, et al.
Publicerad: (2021)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
av: Sakib, Hasibul, et al.
Publicerad: (2024)

Data mining : practical machine learning tools and techniques /
av: Witten, I. H. (Ian H.)
Publicerad: (2005)

Data mining : a tutorial-based primer /
av: Roiger, Richard
Publicerad: (2003)

Introduction to data mining /
av: Tan, Pang-Ning
Publicerad: (2006)

Data mining : practical machine learning tools and techniques /
av: Witten, I. H. (Ian H.)
Publicerad: (2011)

Data mining introductory and advanced topics /
av: Dunham, Margaret H.
Publicerad: (2003)

Data mining methods and models /
av: Larose, Daniel T.
Publicerad: (2006)

Discovering knowledge in data : an introduction to data mining /
av: Larose, Daniel T.
Publicerad: (2005)

Data mining introductory and advanced topics /
av: Dunham, Margaret H.
Publicerad: (2003)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
av: Mahmud, Shakib Izaz, et al.
Publicerad: (2022)

Education content provider based on particular weaknesses of students: a unsupervised machine learning appro
av: Rahman, Shabab Intishar, et al.
Publicerad: (2024)

Enhancing Bangla video comprehension through multimodal feature integration and attention-based encoder-decoder captioning models for single-action videos
av: Das, Saurav, et al.
Publicerad: (2024)

Modern data warehousing, mining, and visualization : core concepts /
av: Marakas, George M.
Publicerad: (2003)

Weather forecasting using Deep Learning
av: Fahad, Sheikh Abdul, et al.
Publicerad: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
av: Zubair, Ahmad, et al.
Publicerad: (2024)

Data mining techniques : for marketing, sales, and customer relationship management /
av: Berry, Michael J. A.
Publicerad: (2004)

Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness
av: Sabit, Ahmed Bin, et al.
Publicerad: (2021)

Data and Text Mining : a business applications approach, /
av: Miller,Thomas W.
Publicerad: (2005)

Aspect based opinion mining on restaurant reviews
av: Tonmoy, Sazid Hasan, et al.
Publicerad: (2024)

Mobility Data
av: Edited by Chiara Renso, Stefano Spaccapietra, Esteban Zimányi
Publicerad: (2013)

Head first data analysis /
av: Milton, Michael, 1978-
Publicerad: (2009)

A machine learning approach to detect depression and anxiety using supervised learning
av: Ullas, Md Tahmidur Rahman, et al.
Publicerad: (2019)

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

Handbook of statistical analysis and data mining applications /
av: Nisbet, Robert
Publicerad: (2009)

Data analysis with open source tools /
av: Janert,Philipp K.
Publicerad: (2010)