Bangla text classification using machine learning and deep learning techniques

Bangla text classification using machine learning and deep learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Xehetasun bibliografikoak
Egile Nagusiak:	Salehin, Kamrus, Ahmed, Fahim, Nabi, Md. Ashifun, Alam, M. Kaosar
Beste egile batzuk:	Ashraf, Faisal Bin
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2021
Gaiak:	Bangla news articles Text categorization Classifiers Neural networks Comparison Machine learning Data mining
Sarrera elektronikoa:	http://hdl.handle.net/10361/15676

Antzeko izenburuak

Text mining of news articles to detect violation of human rights
nork: Mahmud, A M Saif, et al.
Argitaratua: (2019)

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

Text normalization system for Bangla
nork: Alam, Firoj, et al.
Argitaratua: (2010)

Bangla text extraction by digital image processing
nork: Hoque, A. K. M Rashedul, et al.
Argitaratua: (2018)

Working as an intern in Dhaka Bangla Channel (DBC News)
nork: Sayed, Elham Abu
Argitaratua: (2018)

Identifying Bangla deceptive news using machine learning and deep learning algorithms
nork: Piyal, Anindya Roy, et al.
Argitaratua: (2023)

Text classification using machine learning algorithms
nork: Hasnat, Fahim, et al.
Argitaratua: (2018)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
nork: Anan, Ramisa, et al.
Argitaratua: (2023)

Bangla sign language recognition and sentence building using deep learning
nork: Shurid, Safayet Anowar, et al.
Argitaratua: (2021)

A study of malware classification using deep learning
nork: Rahman, Mohammad Muhibur, et al.
Argitaratua: (2024)

Bangla grammar and spelling check using machine learning
nork: Ahmed, Foysal, et al.
Argitaratua: (2023)

Detection of handwritten text using convolutional neural network
nork: Jasim, Rabib Bin, et al.
Argitaratua: (2024)

BnText2Table – dataset and Text-to-Table generation in Bangla
nork: Zariyat, Tahreema Rahman, et al.
Argitaratua: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
nork: Hakim, Talukder Juhaer, et al.
Argitaratua: (2024)

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

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
nork: Haque, Farah Binta, et al.
Argitaratua: (2024)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
nork: Hossain, Prommy Sultana
Argitaratua: (2022)

End to end Bangla handwritten and scene text detection using convolutional neural network
nork: Mahal, Somania Nur, et al.
Argitaratua: (2018)

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

Automatic helmet-less biker detection using deep learning
nork: Ratul, Md. Ibrahim, et al.
Argitaratua: (2024)

Image recognition by deep learning
nork: Mohiuddin, Karishma, et al.
Argitaratua: (2018)

Text to speech synthesis for Bangla language
nork: Adnan, Morshed Jaman, et al.
Argitaratua: (2016)

Rumor detection in Bangla using machine learning & deep learning
nork: Ahmed, Md Istiaq, et al.
Argitaratua: (2023)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
nork: Bhuiyan, Md Raihanul Islam, et al.
Argitaratua: (2024)

Bangla hate speech detection on social media using attention-based recurrent neural network
nork: Das, Amit Kumar, et al.
Argitaratua: (2022)

An efficient deep learning approach to classify white blood cells
nork: Turja, Afif Ibna Kadir Khan, et al.
Argitaratua: (2024)

Text to speech for Bangla language using festival
nork: Alam, Firoj, et al.
Argitaratua: (2010)

Silent voice: harnessing deep learning for lip-reading in Bangla
nork: Shaheen, Munia, et al.
Argitaratua: (2024)

Diabetic retinopathy detection and classification by using deep learning
nork: Hossain, Shahriar, et al.
Argitaratua: (2022)

Detection of violent activity in surveillance system using different deep learning techniques
nork: Chakravorty, Tirthendu Prosad, et al.
Argitaratua: (2024)

Syntactic part of speech tagging guidelines for Bangla text
nork: Mahmud, Altaf, et al.
Argitaratua: (2010)

Classification of peripheral blood cell images using deep learning
nork: Aadi, Oyshik Ahmed, et al.
Argitaratua: (2024)

KDANet: optical recognition for Bangla language using deep neural networks
nork: Rabbi, Kazi Kamruzzaman, et al.
Argitaratua: (2023)

Evaluating user influence in Twitter based on hashtags using data mining
nork: Neha, Maheen Absar, et al.
Argitaratua: (2018)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
nork: Rahman, Alvee, et al.
Argitaratua: (2019)

Bangla license plate recognition using convolutional neural networks (CNN)
nork: Rahman, M M Shaifur
Argitaratua: (2018)

Enhancing eye disease classification through synergistic deep learning approaches
nork: Rahaman, Asif, et al.
Argitaratua: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
nork: Badhon, Ariful Islam Mahmud, et al.
Argitaratua: (2022)

Bang-lish sentiment classification using deep learning
nork: Saleheen, Abrar, et al.
Argitaratua: (2023)

Sound classification using deep learning for hard of hearing and deaf people
nork: Habib, Md.Adnan, et al.
Argitaratua: (2022)