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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Salehin, Kamrus, Ahmed, Fahim, Nabi, Md. Ashifun, Alam, M. Kaosar
अन्य लेखक:	Ashraf, Faisal Bin
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2021
विषय:	Bangla news articles Text categorization Classifiers Neural networks Comparison Machine learning Data mining
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/15676

समान संसाधन

Text mining of news articles to detect violation of human rights
द्वारा: Mahmud, A M Saif, और अन्य
प्रकाशित: (2019)

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

Text normalization system for Bangla
द्वारा: Alam, Firoj, और अन्य
प्रकाशित: (2010)

Bangla text extraction by digital image processing
द्वारा: Hoque, A. K. M Rashedul, और अन्य
प्रकाशित: (2018)

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

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

Text classification using machine learning algorithms
द्वारा: Hasnat, Fahim, और अन्य
प्रकाशित: (2018)

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

Bangla sign language recognition and sentence building using deep learning
द्वारा: Shurid, Safayet Anowar, और अन्य
प्रकाशित: (2021)

A study of malware classification using deep learning
द्वारा: Rahman, Mohammad Muhibur, और अन्य
प्रकाशित: (2024)

Bangla grammar and spelling check using machine learning
द्वारा: Ahmed, Foysal, और अन्य
प्रकाशित: (2023)

Detection of handwritten text using convolutional neural network
द्वारा: Jasim, Rabib Bin, और अन्य
प्रकाशित: (2024)

BnText2Table – dataset and Text-to-Table generation in Bangla
द्वारा: Zariyat, Tahreema Rahman, और अन्य
प्रकाशित: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
द्वारा: Hakim, Talukder Juhaer, और अन्य
प्रकाशित: (2024)

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

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
द्वारा: Haque, Farah Binta, और अन्य
प्रकाशित: (2024)

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

End to end Bangla handwritten and scene text detection using convolutional neural network
द्वारा: Mahal, Somania Nur, और अन्य
प्रकाशित: (2018)

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

Automatic helmet-less biker detection using deep learning
द्वारा: Ratul, Md. Ibrahim, और अन्य
प्रकाशित: (2024)

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

Text to speech synthesis for Bangla language
द्वारा: Adnan, Morshed Jaman, और अन्य
प्रकाशित: (2016)

Rumor detection in Bangla using machine learning & deep learning
द्वारा: Ahmed, Md Istiaq, और अन्य
प्रकाशित: (2023)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
द्वारा: Bhuiyan, Md Raihanul Islam, और अन्य
प्रकाशित: (2024)

Bangla hate speech detection on social media using attention-based recurrent neural network
द्वारा: Das, Amit Kumar, और अन्य
प्रकाशित: (2022)

An efficient deep learning approach to classify white blood cells
द्वारा: Turja, Afif Ibna Kadir Khan, और अन्य
प्रकाशित: (2024)

Text to speech for Bangla language using festival
द्वारा: Alam, Firoj, और अन्य
प्रकाशित: (2010)

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

Diabetic retinopathy detection and classification by using deep learning
द्वारा: Hossain, Shahriar, और अन्य
प्रकाशित: (2022)

Detection of violent activity in surveillance system using different deep learning techniques
द्वारा: Chakravorty, Tirthendu Prosad, और अन्य
प्रकाशित: (2024)

Syntactic part of speech tagging guidelines for Bangla text
द्वारा: Mahmud, Altaf, और अन्य
प्रकाशित: (2010)

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

KDANet: optical recognition for Bangla language using deep neural networks
द्वारा: Rabbi, Kazi Kamruzzaman, और अन्य
प्रकाशित: (2023)

Evaluating user influence in Twitter based on hashtags using data mining
द्वारा: Neha, Maheen Absar, और अन्य
प्रकाशित: (2018)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
द्वारा: Rahman, Alvee, और अन्य
प्रकाशित: (2019)

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

Enhancing eye disease classification through synergistic deep learning approaches
द्वारा: Rahaman, Asif, और अन्य
प्रकाशित: (2024)

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

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

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