Rumor detection in Bangla using machine learning & deep learning

Rumor detection in Bangla using machine learning & deep learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Ahmed, Md Istiaq, Anoy, Shoumik Malakar, Nusrat, Elham, Ahmed, Risat
Rannpháirtithe:	Rasel, Annajiat Alim
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2023
Ábhair:	Rumor Hoax Misinformation Fake news Classification models Natural language processing CNN RNN Artificial intelligence Machine learning Cognitive learning theory
Rochtain ar líne:	http://hdl.handle.net/10361/18001

Míreanna comhchosúla

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
de réir: Sraboni, Tasnuba, et al.
Foilsithe / Cruthaithe: (2021)

Identifying Bangla deceptive news using machine learning and deep learning algorithms
de réir: Piyal, Anindya Roy, et al.
Foilsithe / Cruthaithe: (2023)

A hybrid rumor detection model derived from a comparative study of supervised approaches
de réir: Aothoi, Mehzabin Sadat, et al.
Foilsithe / Cruthaithe: (2023)

Demystifying black-box learning models of rumor detection from social media posts
de réir: Tafannum, Faiza, et al.
Foilsithe / Cruthaithe: (2021)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
de réir: Anan, Ramisa, et al.
Foilsithe / Cruthaithe: (2023)

Predicting crime using deep learning
de réir: Shihab, Muhammad Nafees, et al.
Foilsithe / Cruthaithe: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
de réir: Shaheen, Munia, et al.
Foilsithe / Cruthaithe: (2024)

Deep learning-based waste classification system for efficient waste management
de réir: Nakib, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2022)

Detection of Deepfake using computer vision and deep learning
de réir: Rahman, Anisur, et al.
Foilsithe / Cruthaithe: (2023)

Detecting fake news on Covid-19 using machine learning algorithms
de réir: Hossain, Farhan, et al.
Foilsithe / Cruthaithe: (2023)

Deep Learning based Bangla Voice to Braille Character Conversion System
de réir: Iqbal, Syed Bayes, et al.
Foilsithe / Cruthaithe: (2022)

Predicting regional accents of Bengali language using deep learning
de réir: Ibrahim, Md. Abu, et al.
Foilsithe / Cruthaithe: (2022)

Application of deep learning in MRI classification of Schizophrenia
de réir: Joyee, Ramisa Fariha, et al.
Foilsithe / Cruthaithe: (2024)

Automated image caption generator in Bangla using multimodal learning
de réir: Rodoshi, Mashiat Hasin, et al.
Foilsithe / Cruthaithe: (2023)

Bangla text classification using machine learning and deep learning techniques
de réir: Salehin, Kamrus, et al.
Foilsithe / Cruthaithe: (2021)

An improved deepfake detection using deep learning
de réir: Paul, Annay, et al.
Foilsithe / Cruthaithe: (2023)

Multimodal fake news detection using text and image
de réir: Biswas, Trisha, et al.
Foilsithe / Cruthaithe: (2024)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
de réir: Arafat, Sheikh Mohammad, et al.
Foilsithe / Cruthaithe: (2021)

Classification of peripheral blood cell images using deep learning
de réir: Aadi, Oyshik Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Detecting propagandistic poster title: a machine learning approach
de réir: Mahmood, Riaz, et al.
Foilsithe / Cruthaithe: (2024)

An efficient deep learning approach to detect citrus leaves disease
de réir: Emon, Shaharear Hossain, et al.
Foilsithe / Cruthaithe: (2024)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
de réir: Mahtab, Motahar, et al.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Sound classification using deep learning for hard of hearing and deaf people
de réir: Habib, Md.Adnan, et al.
Foilsithe / Cruthaithe: (2022)

What is relevant in a text document a machine learning based approach
de réir: Mahmud, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
de réir: Kibria, Maharab, et al.
Foilsithe / Cruthaithe: (2022)

Fake news pattern recognition using linguistic analysis
de réir: Dey, Amitabha, et al.
Foilsithe / Cruthaithe: (2018)

Detection of fake identities on twitter using supervised machine learning
de réir: Rahman, MD. Takiur, et al.
Foilsithe / Cruthaithe: (2019)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
de réir: Hossain, Mainul, et al.
Foilsithe / Cruthaithe: (2022)

Detection of alzheimer's disease using deep learning
de réir: Hasan, Mahmudul, et al.
Foilsithe / Cruthaithe: (2021)

Image recognition by deep learning
de réir: Mohiuddin, Karishma, et al.
Foilsithe / Cruthaithe: (2018)

Bang-lish sentiment classification using deep learning
de réir: Saleheen, Abrar, et al.
Foilsithe / Cruthaithe: (2023)

COVID-19 related fake news detection model
de réir: Shondhy, Sumaiya Islam, et al.
Foilsithe / Cruthaithe: (2021)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
de réir: Nirjhor, S M Mahsanul Islam, et al.
Foilsithe / Cruthaithe: (2019)

Prostate cancer detection using deep learning neural network with transfer learning approach
de réir: Badhon, Ariful Islam Mahmud, et al.
Foilsithe / Cruthaithe: (2022)

Classifying insect pests from image data using deep learning
de réir: Mohsin, Md. Raiyan Bin, et al.
Foilsithe / Cruthaithe: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
de réir: Pranta, Kazi Al Refat, et al.
Foilsithe / Cruthaithe: (2024)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
de réir: Dewanjee, Tanmoy, et al.
Foilsithe / Cruthaithe: (2021)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
de réir: Ahmed, Istiak, et al.
Foilsithe / Cruthaithe: (2023)

Comparison of different CNN architectures for brain tumor detection using fMRI
de réir: Mashiat, Afsara, et al.
Foilsithe / Cruthaithe: (2021)