Identification of fake news using machine learning in distributed system

Identification of fake news using machine learning in distributed system

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

書目詳細資料
Main Authors:	Saif, Mehruz, Kanon, MD. Kamal Haque, Hasan, Nazmul, Hossen, MD. Shamim, Anannya, Fatema Zohra
其他作者:	Akhond, Mostafijur Rahman
格式:	Thesis
語言:	English
出版:	Brac University 2021
主題:	PySpark ML RDD(Resilient Distributed Dataset) Random Forest Factorization Machine Classifier Linear SVC Logistic Regression Machine Learning
在線閱讀:	http://hdl.handle.net/10361/15199

相似書籍

Detecting fake news on Covid-19 using machine learning algorithms
由: Hossain, Farhan, et al.
出版: (2023)

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
由: Sraboni, Tasnuba, et al.
出版: (2021)

Flood prediction using machine learning models
由: Syeed, Miah Mohammad Asif, et al.
出版: (2022)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
由: Alam, Auninda, et al.
出版: (2021)

Detecting online recruitment fraud by using machine learning
由: Ghosh, Gitanjali, et al.
出版: (2021)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
由: Hasan, Anita, et al.
出版: (2022)

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

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
由: Mahmud, Mahmudul Hasan
出版: (2021)

Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
由: Abdullah, et al.
出版: (2021)

Parking data analysis
由: Ahamed, Kasfi, et al.
出版: (2023)

A machine learning based approach for DDos attack detection
由: Tahrim, Tasmiah, et al.
出版: (2024)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
由: Sarkar, Ripa, et al.
出版: (2024)

A comparative performance analysis of accident anticipation with deep learning extractors
由: Mostak, Alfi Mashab, et al.
出版: (2023)

A machine learning approach to detect DeepFake videos
由: Hassan, Md. Mahedi, et al.
出版: (2021)

Effectiveness of data mining in predicting heart diseases
由: Afrin, Shahria, et al.
出版: (2018)

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

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
由: Bhowmik, Prashanta, et al.
出版: (2024)

Machine learning In breast cancer prognosis and prediction
由: Chowdhury, Shah Abul Hasnat, et al.
出版: (2023)

COVID-19 related fake news detection model
由: Shondhy, Sumaiya Islam, et al.
出版: (2021)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
由: Boateng, Albert, et al.
出版: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
由: Toki, Sadikul Alim, et al.
出版: (2023)

Mobile sensors based human activity recognition using machine learning with explainable ML
由: Rahman, Raihan, et al.
出版: (2021)

Heart disease prediction system
由: Amit, Tayab Al Azad, et al.
出版: (2022)

Fake profile detection in social media using image processing and machine learning
由: Sen, Shuva, et al.
出版: (2021)

Botnet detection In IoT devices using machine learning
由: Rouf, Shakir, et al.
出版: (2020)

ML based career suggestive system for informal job sector considering cognitive skills
由: Tonny, Ms. Ayesha Siddika, et al.
出版: (2023)

Explainable artificial intelligence and model calibration for water quality prediction
由: Hellen, Nakayiza
出版: (2022)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
由: Neehal, Ahmed Hasin, et al.
出版: (2020)

Tiny-ML based person identification in dynamic motion
由: Ahmed, Mirza Raiyan, et al.
出版: (2024)

A counseling system to predict the study path for freshmen
由: Usha, Rowshni Tasneem, et al.
出版: (2019)

A machine learning approach to predict young voter enthusiasm based on non-political factors
由: Rahman, Md. Nowroz Junaed, et al.
出版: (2021)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
由: Rukaiya, Maymuna, et al.
出版: (2023)

An effective machine learning approach for sentiment analysis of restaurant reviews
由: Karim, Rabita
出版: (2018)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
由: Rahee, Arnob, et al.
出版: (2021)

Bangla text classification using machine learning and deep learning techniques
由: Salehin, Kamrus, et al.
出版: (2021)

Document template identification and data extraction using machine learning and deep learning approach
由: Roy, Kaushik, et al.
出版: (2024)

Credit card fraud detection using machine learning techniques
由: Kabir, Tasmia, et al.
出版: (2021)

Multimodal fake news detection using text and image
由: Biswas, Trisha, et al.
出版: (2024)

Multisystemic resilience :

Forecasting stock market prices using advanced tools of machine learning
由: Anwar, Md. Tawhid, et al.
出版: (2019)