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.

Manylion Llyfryddiaeth
Prif Awduron:	Saif, Mehruz, Kanon, MD. Kamal Haque, Hasan, Nazmul, Hossen, MD. Shamim, Anannya, Fatema Zohra
Awduron Eraill:	Akhond, Mostafijur Rahman
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	PySpark ML RDD(Resilient Distributed Dataset) Random Forest Factorization Machine Classifier Linear SVC Logistic Regression Machine Learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/15199

Eitemau Tebyg

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

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

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

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

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

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

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

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

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

Parking data analysis
gan: Ahamed, Kasfi, et al.
Cyhoeddwyd: (2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Multisystemic resilience :

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