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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Saif, Mehruz, Kanon, MD. Kamal Haque, Hasan, Nazmul, Hossen, MD. Shamim, Anannya, Fatema Zohra
Άλλοι συγγραφείς:	Akhond, Mostafijur Rahman
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	PySpark ML RDD(Resilient Distributed Dataset) Random Forest Factorization Machine Classifier Linear SVC Logistic Regression Machine Learning
Διαθέσιμο Online:	http://hdl.handle.net/10361/15199

Παρόμοια τεκμήρια

Detecting fake news on Covid-19 using machine learning algorithms
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FakeDetect: Bangla fake news detection model based on different machine learning classifiers
ανά: Sraboni, Tasnuba, κ.ά.
Έκδοση: (2021)

Flood prediction using machine learning models
ανά: Syeed, Miah Mohammad Asif, κ.ά.
Έκδοση: (2022)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
ανά: Alam, Auninda, κ.ά.
Έκδοση: (2021)

Detecting online recruitment fraud by using machine learning
ανά: Ghosh, Gitanjali, κ.ά.
Έκδοση: (2021)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
ανά: Hasan, Anita, κ.ά.
Έκδοση: (2022)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
ανά: Shawan, Naveed Rahman, κ.ά.
Έκδοση: (2019)

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

Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
ανά: Abdullah, κ.ά.
Έκδοση: (2021)

Parking data analysis
ανά: Ahamed, Kasfi, κ.ά.
Έκδοση: (2023)

A machine learning based approach for DDos attack detection
ανά: Tahrim, Tasmiah, κ.ά.
Έκδοση: (2024)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
ανά: Sarkar, Ripa, κ.ά.
Έκδοση: (2024)

A comparative performance analysis of accident anticipation with deep learning extractors
ανά: Mostak, Alfi Mashab, κ.ά.
Έκδοση: (2023)

A machine learning approach to detect DeepFake videos
ανά: Hassan, Md. Mahedi, κ.ά.
Έκδοση: (2021)

Effectiveness of data mining in predicting heart diseases
ανά: Afrin, Shahria, κ.ά.
Έκδοση: (2018)

Detection of fake identities on twitter using supervised machine learning
ανά: Rahman, MD. Takiur, κ.ά.
Έκδοση: (2019)

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
ανά: Bhowmik, Prashanta, κ.ά.
Έκδοση: (2024)

Machine learning In breast cancer prognosis and prediction
ανά: Chowdhury, Shah Abul Hasnat, κ.ά.
Έκδοση: (2023)

COVID-19 related fake news detection model
ανά: Shondhy, Sumaiya Islam, κ.ά.
Έκδοση: (2021)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
ανά: Boateng, Albert, κ.ά.
Έκδοση: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
ανά: Toki, Sadikul Alim, κ.ά.
Έκδοση: (2023)

Mobile sensors based human activity recognition using machine learning with explainable ML
ανά: Rahman, Raihan, κ.ά.
Έκδοση: (2021)

Heart disease prediction system
ανά: Amit, Tayab Al Azad, κ.ά.
Έκδοση: (2022)

Fake profile detection in social media using image processing and machine learning
ανά: Sen, Shuva, κ.ά.
Έκδοση: (2021)

Botnet detection In IoT devices using machine learning
ανά: Rouf, Shakir, κ.ά.
Έκδοση: (2020)

ML based career suggestive system for informal job sector considering cognitive skills
ανά: Tonny, Ms. Ayesha Siddika, κ.ά.
Έκδοση: (2023)

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

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
ανά: Neehal, Ahmed Hasin, κ.ά.
Έκδοση: (2020)

Tiny-ML based person identification in dynamic motion
ανά: Ahmed, Mirza Raiyan, κ.ά.
Έκδοση: (2024)

A counseling system to predict the study path for freshmen
ανά: Usha, Rowshni Tasneem, κ.ά.
Έκδοση: (2019)

A machine learning approach to predict young voter enthusiasm based on non-political factors
ανά: Rahman, Md. Nowroz Junaed, κ.ά.
Έκδοση: (2021)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
ανά: Rukaiya, Maymuna, κ.ά.
Έκδοση: (2023)

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

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
ανά: Rahee, Arnob, κ.ά.
Έκδοση: (2021)

Bangla text classification using machine learning and deep learning techniques
ανά: Salehin, Kamrus, κ.ά.
Έκδοση: (2021)

Document template identification and data extraction using machine learning and deep learning approach
ανά: Roy, Kaushik, κ.ά.
Έκδοση: (2024)

Credit card fraud detection using machine learning techniques
ανά: Kabir, Tasmia, κ.ά.
Έκδοση: (2021)

Multimodal fake news detection using text and image
ανά: Biswas, Trisha, κ.ά.
Έκδοση: (2024)

Multisystemic resilience :

Forecasting stock market prices using advanced tools of machine learning
ανά: Anwar, Md. Tawhid, κ.ά.
Έκδοση: (2019)