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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Ahmed, Md Istiaq, Anoy, Shoumik Malakar, Nusrat, Elham, Ahmed, Risat
अन्य लेखक:	Rasel, Annajiat Alim
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2023
विषय:	Rumor Hoax Misinformation Fake news Classification models Natural language processing CNN RNN Artificial intelligence Machine learning Cognitive learning theory
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/18001

समान संसाधन

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
द्वारा: Sraboni, Tasnuba, और अन्य
प्रकाशित: (2021)

Identifying Bangla deceptive news using machine learning and deep learning algorithms
द्वारा: Piyal, Anindya Roy, और अन्य
प्रकाशित: (2023)

A hybrid rumor detection model derived from a comparative study of supervised approaches
द्वारा: Aothoi, Mehzabin Sadat, और अन्य
प्रकाशित: (2023)

Demystifying black-box learning models of rumor detection from social media posts
द्वारा: Tafannum, Faiza, और अन्य
प्रकाशित: (2021)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
द्वारा: Anan, Ramisa, और अन्य
प्रकाशित: (2023)

Predicting crime using deep learning
द्वारा: Shihab, Muhammad Nafees, और अन्य
प्रकाशित: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
द्वारा: Shaheen, Munia, और अन्य
प्रकाशित: (2024)

Deep learning-based waste classification system for efficient waste management
द्वारा: Nakib, Abdullah Al, और अन्य
प्रकाशित: (2022)

Detection of Deepfake using computer vision and deep learning
द्वारा: Rahman, Anisur, और अन्य
प्रकाशित: (2023)

Detecting fake news on Covid-19 using machine learning algorithms
द्वारा: Hossain, Farhan, और अन्य
प्रकाशित: (2023)

Deep Learning based Bangla Voice to Braille Character Conversion System
द्वारा: Iqbal, Syed Bayes, और अन्य
प्रकाशित: (2022)

Predicting regional accents of Bengali language using deep learning
द्वारा: Ibrahim, Md. Abu, और अन्य
प्रकाशित: (2022)

Application of deep learning in MRI classification of Schizophrenia
द्वारा: Joyee, Ramisa Fariha, और अन्य
प्रकाशित: (2024)

Automated image caption generator in Bangla using multimodal learning
द्वारा: Rodoshi, Mashiat Hasin, और अन्य
प्रकाशित: (2023)

Bangla text classification using machine learning and deep learning techniques
द्वारा: Salehin, Kamrus, और अन्य
प्रकाशित: (2021)

An improved deepfake detection using deep learning
द्वारा: Paul, Annay, और अन्य
प्रकाशित: (2023)

Multimodal fake news detection using text and image
द्वारा: Biswas, Trisha, और अन्य
प्रकाशित: (2024)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
द्वारा: Arafat, Sheikh Mohammad, और अन्य
प्रकाशित: (2021)

Classification of peripheral blood cell images using deep learning
द्वारा: Aadi, Oyshik Ahmed, और अन्य
प्रकाशित: (2024)

Detecting propagandistic poster title: a machine learning approach
द्वारा: Mahmood, Riaz, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to detect citrus leaves disease
द्वारा: Emon, Shaharear Hossain, और अन्य
प्रकाशित: (2024)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
द्वारा: Mahtab, Motahar, और अन्य
प्रकाशित: (2022)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Sound classification using deep learning for hard of hearing and deaf people
द्वारा: Habib, Md.Adnan, और अन्य
प्रकाशित: (2022)

What is relevant in a text document a machine learning based approach
द्वारा: Mahmud, Abdullah Al, और अन्य
प्रकाशित: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
द्वारा: Kibria, Maharab, और अन्य
प्रकाशित: (2022)

Fake news pattern recognition using linguistic analysis
द्वारा: Dey, Amitabha, और अन्य
प्रकाशित: (2018)

Detection of fake identities on twitter using supervised machine learning
द्वारा: Rahman, MD. Takiur, और अन्य
प्रकाशित: (2019)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
द्वारा: Hossain, Mainul, और अन्य
प्रकाशित: (2022)

Detection of alzheimer's disease using deep learning
द्वारा: Hasan, Mahmudul, और अन्य
प्रकाशित: (2021)

Image recognition by deep learning
द्वारा: Mohiuddin, Karishma, और अन्य
प्रकाशित: (2018)

Bang-lish sentiment classification using deep learning
द्वारा: Saleheen, Abrar, और अन्य
प्रकाशित: (2023)

COVID-19 related fake news detection model
द्वारा: Shondhy, Sumaiya Islam, और अन्य
प्रकाशित: (2021)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
द्वारा: Nirjhor, S M Mahsanul Islam, और अन्य
प्रकाशित: (2019)

Prostate cancer detection using deep learning neural network with transfer learning approach
द्वारा: Badhon, Ariful Islam Mahmud, और अन्य
प्रकाशित: (2022)

Classifying insect pests from image data using deep learning
द्वारा: Mohsin, Md. Raiyan Bin, और अन्य
प्रकाशित: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
द्वारा: Pranta, Kazi Al Refat, और अन्य
प्रकाशित: (2024)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
द्वारा: Dewanjee, Tanmoy, और अन्य
प्रकाशित: (2021)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
द्वारा: Ahmed, Istiak, और अन्य
प्रकाशित: (2023)

Comparison of different CNN architectures for brain tumor detection using fMRI
द्वारा: Mashiat, Afsara, और अन्य
प्रकाशित: (2021)