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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Ahmed, Md Istiaq, Anoy, Shoumik Malakar, Nusrat, Elham, Ahmed, Risat
Άλλοι συγγραφείς:	Rasel, Annajiat Alim
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	Rumor Hoax Misinformation Fake news Classification models Natural language processing CNN RNN Artificial intelligence Machine learning Cognitive learning theory
Διαθέσιμο Online:	http://hdl.handle.net/10361/18001

Παρόμοια τεκμήρια

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

Identifying Bangla deceptive news using machine learning and deep learning algorithms
ανά: Piyal, Anindya Roy, κ.ά.
Έκδοση: (2023)

A hybrid rumor detection model derived from a comparative study of supervised approaches
ανά: Aothoi, Mehzabin Sadat, κ.ά.
Έκδοση: (2023)

Demystifying black-box learning models of rumor detection from social media posts
ανά: Tafannum, Faiza, κ.ά.
Έκδοση: (2021)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
ανά: Anan, Ramisa, κ.ά.
Έκδοση: (2023)

Predicting crime using deep learning
ανά: Shihab, Muhammad Nafees, κ.ά.
Έκδοση: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
ανά: Shaheen, Munia, κ.ά.
Έκδοση: (2024)

Deep learning-based waste classification system for efficient waste management
ανά: Nakib, Abdullah Al, κ.ά.
Έκδοση: (2022)

Detection of Deepfake using computer vision and deep learning
ανά: Rahman, Anisur, κ.ά.
Έκδοση: (2023)

Detecting fake news on Covid-19 using machine learning algorithms
ανά: Hossain, Farhan, κ.ά.
Έκδοση: (2023)

Deep Learning based Bangla Voice to Braille Character Conversion System
ανά: Iqbal, Syed Bayes, κ.ά.
Έκδοση: (2022)

Predicting regional accents of Bengali language using deep learning
ανά: Ibrahim, Md. Abu, κ.ά.
Έκδοση: (2022)

Application of deep learning in MRI classification of Schizophrenia
ανά: Joyee, Ramisa Fariha, κ.ά.
Έκδοση: (2024)

Automated image caption generator in Bangla using multimodal learning
ανά: Rodoshi, Mashiat Hasin, κ.ά.
Έκδοση: (2023)

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

An improved deepfake detection using deep learning
ανά: Paul, Annay, κ.ά.
Έκδοση: (2023)

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

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
ανά: Arafat, Sheikh Mohammad, κ.ά.
Έκδοση: (2021)

Classification of peripheral blood cell images using deep learning
ανά: Aadi, Oyshik Ahmed, κ.ά.
Έκδοση: (2024)

Detecting propagandistic poster title: a machine learning approach
ανά: Mahmood, Riaz, κ.ά.
Έκδοση: (2024)

An efficient deep learning approach to detect citrus leaves disease
ανά: Emon, Shaharear Hossain, κ.ά.
Έκδοση: (2024)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
ανά: Mahtab, Motahar, κ.ά.
Έκδοση: (2022)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

Sound classification using deep learning for hard of hearing and deaf people
ανά: Habib, Md.Adnan, κ.ά.
Έκδοση: (2022)

What is relevant in a text document a machine learning based approach
ανά: Mahmud, Abdullah Al, κ.ά.
Έκδοση: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
ανά: Kibria, Maharab, κ.ά.
Έκδοση: (2022)

Fake news pattern recognition using linguistic analysis
ανά: Dey, Amitabha, κ.ά.
Έκδοση: (2018)

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

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
ανά: Hossain, Mainul, κ.ά.
Έκδοση: (2022)

Detection of alzheimer's disease using deep learning
ανά: Hasan, Mahmudul, κ.ά.
Έκδοση: (2021)

Image recognition by deep learning
ανά: Mohiuddin, Karishma, κ.ά.
Έκδοση: (2018)

Bang-lish sentiment classification using deep learning
ανά: Saleheen, Abrar, κ.ά.
Έκδοση: (2023)

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

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
ανά: Nirjhor, S M Mahsanul Islam, κ.ά.
Έκδοση: (2019)

Prostate cancer detection using deep learning neural network with transfer learning approach
ανά: Badhon, Ariful Islam Mahmud, κ.ά.
Έκδοση: (2022)

Classifying insect pests from image data using deep learning
ανά: Mohsin, Md. Raiyan Bin, κ.ά.
Έκδοση: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
ανά: Pranta, Kazi Al Refat, κ.ά.
Έκδοση: (2024)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
ανά: Dewanjee, Tanmoy, κ.ά.
Έκδοση: (2021)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
ανά: Ahmed, Istiak, κ.ά.
Έκδοση: (2023)

Comparison of different CNN architectures for brain tumor detection using fMRI
ανά: Mashiat, Afsara, κ.ά.
Έκδοση: (2021)