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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Salehin, Kamrus, Ahmed, Fahim, Nabi, Md. Ashifun, Alam, M. Kaosar
Rannpháirtithe:	Ashraf, Faisal Bin
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Bangla news articles Text categorization Classifiers Neural networks Comparison Machine learning Data mining
Rochtain ar líne:	http://hdl.handle.net/10361/15676

Míreanna comhchosúla

Text mining of news articles to detect violation of human rights
de réir: Mahmud, A M Saif, et al.
Foilsithe / Cruthaithe: (2019)

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

Text normalization system for Bangla
de réir: Alam, Firoj, et al.
Foilsithe / Cruthaithe: (2010)

Bangla text extraction by digital image processing
de réir: Hoque, A. K. M Rashedul, et al.
Foilsithe / Cruthaithe: (2018)

Working as an intern in Dhaka Bangla Channel (DBC News)
de réir: Sayed, Elham Abu
Foilsithe / Cruthaithe: (2018)

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

Text classification using machine learning algorithms
de réir: Hasnat, Fahim, et al.
Foilsithe / Cruthaithe: (2018)

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

Bangla sign language recognition and sentence building using deep learning
de réir: Shurid, Safayet Anowar, et al.
Foilsithe / Cruthaithe: (2021)

A study of malware classification using deep learning
de réir: Rahman, Mohammad Muhibur, et al.
Foilsithe / Cruthaithe: (2024)

Bangla grammar and spelling check using machine learning
de réir: Ahmed, Foysal, et al.
Foilsithe / Cruthaithe: (2023)

Detection of handwritten text using convolutional neural network
de réir: Jasim, Rabib Bin, et al.
Foilsithe / Cruthaithe: (2024)

BnText2Table – dataset and Text-to-Table generation in Bangla
de réir: Zariyat, Tahreema Rahman, et al.
Foilsithe / Cruthaithe: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
de réir: Hakim, Talukder Juhaer, et al.
Foilsithe / Cruthaithe: (2024)

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

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
de réir: Haque, Farah Binta, et al.
Foilsithe / Cruthaithe: (2024)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
de réir: Hossain, Prommy Sultana
Foilsithe / Cruthaithe: (2022)

End to end Bangla handwritten and scene text detection using convolutional neural network
de réir: Mahal, Somania Nur, et al.
Foilsithe / Cruthaithe: (2018)

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

Automatic helmet-less biker detection using deep learning
de réir: Ratul, Md. Ibrahim, et al.
Foilsithe / Cruthaithe: (2024)

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

Text to speech synthesis for Bangla language
de réir: Adnan, Morshed Jaman, et al.
Foilsithe / Cruthaithe: (2016)

Rumor detection in Bangla using machine learning & deep learning
de réir: Ahmed, Md Istiaq, et al.
Foilsithe / Cruthaithe: (2023)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
de réir: Bhuiyan, Md Raihanul Islam, et al.
Foilsithe / Cruthaithe: (2024)

Bangla hate speech detection on social media using attention-based recurrent neural network
de réir: Das, Amit Kumar, et al.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach to classify white blood cells
de réir: Turja, Afif Ibna Kadir Khan, et al.
Foilsithe / Cruthaithe: (2024)

Text to speech for Bangla language using festival
de réir: Alam, Firoj, et al.
Foilsithe / Cruthaithe: (2010)

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

Diabetic retinopathy detection and classification by using deep learning
de réir: Hossain, Shahriar, et al.
Foilsithe / Cruthaithe: (2022)

Detection of violent activity in surveillance system using different deep learning techniques
de réir: Chakravorty, Tirthendu Prosad, et al.
Foilsithe / Cruthaithe: (2024)

Syntactic part of speech tagging guidelines for Bangla text
de réir: Mahmud, Altaf, et al.
Foilsithe / Cruthaithe: (2010)

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

KDANet: optical recognition for Bangla language using deep neural networks
de réir: Rabbi, Kazi Kamruzzaman, et al.
Foilsithe / Cruthaithe: (2023)

Evaluating user influence in Twitter based on hashtags using data mining
de réir: Neha, Maheen Absar, et al.
Foilsithe / Cruthaithe: (2018)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
de réir: Rahman, Alvee, et al.
Foilsithe / Cruthaithe: (2019)

Bangla license plate recognition using convolutional neural networks (CNN)
de réir: Rahman, M M Shaifur
Foilsithe / Cruthaithe: (2018)

Enhancing eye disease classification through synergistic deep learning approaches
de réir: Rahaman, Asif, et al.
Foilsithe / Cruthaithe: (2024)

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

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

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