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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Salehin, Kamrus, Ahmed, Fahim, Nabi, Md. Ashifun, Alam, M. Kaosar
Άλλοι συγγραφείς:	Ashraf, Faisal Bin
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	Bangla news articles Text categorization Classifiers Neural networks Comparison Machine learning Data mining
Διαθέσιμο Online:	http://hdl.handle.net/10361/15676

Παρόμοια τεκμήρια

Text mining of news articles to detect violation of human rights
ανά: Mahmud, A M Saif, κ.ά.
Έκδοση: (2019)

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
ανά: Sraboni, Tasnuba, κ.ά.
Έκδοση: (2021)

Text normalization system for Bangla
ανά: Alam, Firoj, κ.ά.
Έκδοση: (2010)

Bangla text extraction by digital image processing
ανά: Hoque, A. K. M Rashedul, κ.ά.
Έκδοση: (2018)

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

Identifying Bangla deceptive news using machine learning and deep learning algorithms
ανά: Piyal, Anindya Roy, κ.ά.
Έκδοση: (2023)

Text classification using machine learning algorithms
ανά: Hasnat, Fahim, κ.ά.
Έκδοση: (2018)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
ανά: Anan, Ramisa, κ.ά.
Έκδοση: (2023)

Bangla sign language recognition and sentence building using deep learning
ανά: Shurid, Safayet Anowar, κ.ά.
Έκδοση: (2021)

A study of malware classification using deep learning
ανά: Rahman, Mohammad Muhibur, κ.ά.
Έκδοση: (2024)

Bangla grammar and spelling check using machine learning
ανά: Ahmed, Foysal, κ.ά.
Έκδοση: (2023)

Detection of handwritten text using convolutional neural network
ανά: Jasim, Rabib Bin, κ.ά.
Έκδοση: (2024)

BnText2Table – dataset and Text-to-Table generation in Bangla
ανά: Zariyat, Tahreema Rahman, κ.ά.
Έκδοση: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
ανά: Hakim, Talukder Juhaer, κ.ά.
Έκδοση: (2024)

COVID-19 related fake news detection model
ανά: Shondhy, Sumaiya Islam, κ.ά.
Έκδοση: (2021)

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
ανά: Haque, Farah Binta, κ.ά.
Έκδοση: (2024)

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

End to end Bangla handwritten and scene text detection using convolutional neural network
ανά: Mahal, Somania Nur, κ.ά.
Έκδοση: (2018)

Detecting fake news on Covid-19 using machine learning algorithms
ανά: Hossain, Farhan, κ.ά.
Έκδοση: (2023)

Automatic helmet-less biker detection using deep learning
ανά: Ratul, Md. Ibrahim, κ.ά.
Έκδοση: (2024)

Image recognition by deep learning
ανά: Mohiuddin, Karishma, κ.ά.
Έκδοση: (2018)

Text to speech synthesis for Bangla language
ανά: Adnan, Morshed Jaman, κ.ά.
Έκδοση: (2016)

Rumor detection in Bangla using machine learning & deep learning
ανά: Ahmed, Md Istiaq, κ.ά.
Έκδοση: (2023)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
ανά: Bhuiyan, Md Raihanul Islam, κ.ά.
Έκδοση: (2024)

Bangla hate speech detection on social media using attention-based recurrent neural network
ανά: Das, Amit Kumar, κ.ά.
Έκδοση: (2022)

An efficient deep learning approach to classify white blood cells
ανά: Turja, Afif Ibna Kadir Khan, κ.ά.
Έκδοση: (2024)

Text to speech for Bangla language using festival
ανά: Alam, Firoj, κ.ά.
Έκδοση: (2010)

Silent voice: harnessing deep learning for lip-reading in Bangla
ανά: Shaheen, Munia, κ.ά.
Έκδοση: (2024)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)

Detection of violent activity in surveillance system using different deep learning techniques
ανά: Chakravorty, Tirthendu Prosad, κ.ά.
Έκδοση: (2024)

Syntactic part of speech tagging guidelines for Bangla text
ανά: Mahmud, Altaf, κ.ά.
Έκδοση: (2010)

Classification of peripheral blood cell images using deep learning
ανά: Aadi, Oyshik Ahmed, κ.ά.
Έκδοση: (2024)

KDANet: optical recognition for Bangla language using deep neural networks
ανά: Rabbi, Kazi Kamruzzaman, κ.ά.
Έκδοση: (2023)

Evaluating user influence in Twitter based on hashtags using data mining
ανά: Neha, Maheen Absar, κ.ά.
Έκδοση: (2018)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
ανά: Rahman, Alvee, κ.ά.
Έκδοση: (2019)

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

Enhancing eye disease classification through synergistic deep learning approaches
ανά: Rahaman, Asif, κ.ά.
Έκδοση: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
ανά: Badhon, Ariful Islam Mahmud, κ.ά.
Έκδοση: (2022)

Bang-lish sentiment classification using deep learning
ανά: Saleheen, Abrar, κ.ά.
Έκδοση: (2023)

Sound classification using deep learning for hard of hearing and deaf people
ανά: Habib, Md.Adnan, κ.ά.
Έκδοση: (2022)