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.

Manylion Llyfryddiaeth
Prif Awduron:	Salehin, Kamrus, Ahmed, Fahim, Nabi, Md. Ashifun, Alam, M. Kaosar
Awduron Eraill:	Ashraf, Faisal Bin
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Bangla news articles Text categorization Classifiers Neural networks Comparison Machine learning Data mining
Mynediad Ar-lein:	http://hdl.handle.net/10361/15676

Eitemau Tebyg

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

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

Text normalization system for Bangla
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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