Hate speech detection from social networking posts using CNN and XGBoost

Hate speech detection from social networking posts using CNN and XGBoost

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Dettagli Bibliografici
Autori principali:	Shahadat, Ashraf Bin, Rony, Md. Mizanur Rahman, Anwar, Md. Adnanul, Joy, Eialid Ahmed
Altri autori:	Alam, Md. Golam Rabiul
Natura:	Tesi
Lingua:	en_US
Pubblicazione:	Brac University 2020
Soggetti:	Natural Language processing Hatespeech Offensive Language Convolutional Neural Network(CNN) XGBoost
Accesso online:	http://hdl.handle.net/10361/14057

Documenti analoghi

Leaf classification by feature extraction using CNN
di: Bhuiyan, Md. Mazharul Islam, et al.
Pubblicazione: (2020)

Enhanced hate speech detection in social media using transformer-based models
di: Tabasshum, Anika, et al.
Pubblicazione: (2024)

Identifying hate speech of Bangla language text using natural language processing
di: Rahman, Mushfiqur, et al.
Pubblicazione: (2024)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
di: Esha, Ishraq Ahmed, et al.
Pubblicazione: (2023)

Comparative study of toxic comments classification using machine learning algorithms
di: Razzak, Razia, et al.
Pubblicazione: (2021)

A comparative study of deep learning methods for automating road condition characterization
di: Ruhi, Zurana Mehrin, et al.
Pubblicazione: (2021)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
di: Shakil, Mahmudul Hasan
Pubblicazione: (2023)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
di: Bhuiyan, Abir Ahammed, et al.
Pubblicazione: (2024)

An efficient approach to detect melanoma skin cancer using a custom CNN model
di: Rahman, K.M Saidur, et al.
Pubblicazione: (2023)

Malware detection in blockchain using CNN
di: Alam, Afreen, et al.
Pubblicazione: (2021)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
di: Rahman, Aryan, et al.
Pubblicazione: (2023)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
di: Nirjhor, S M Mahsanul Islam, et al.
Pubblicazione: (2019)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
di: Nag, Pollock, et al.
Pubblicazione: (2023)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
di: Islam, Shadman, et al.
Pubblicazione: (2020)

Eve-teasing detection from video footage using computer vision and artificial intelligence
di: Rapheo, Abdullah, et al.
Pubblicazione: (2023)

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
di: Shafique, Nadia, et al.
Pubblicazione: (2023)

People's Republic of China : Report on the Observance of Standards and Codes-FATF Recommendations for Anti-Money Laundering and Combating the Financing of Terrorism.
Pubblicazione: (2019)

An enhanced CNN model for classifying skin cancer
di: Haider, Kazi MD Minhajul, et al.
Pubblicazione: (2022)

Soiling type classification and prediction of power loss of a PV panel using CNN
di: Ahmed, Alvi, et al.
Pubblicazione: (2021)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
di: Moon, Nowrin Tasnim, et al.
Pubblicazione: (2023)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
di: Rahman, Rafeed, et al.
Pubblicazione: (2021)

Online Hate Speech in the European Union
di: Assimakopoulos
Pubblicazione: (2017)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
di: Haque, Abid Hossain, et al.
Pubblicazione: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
di: Ahmed, Kazi sabab, et al.
Pubblicazione: (2022)

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

Comparison of different CNN architectures for brain tumor detection using fMRI
di: Mashiat, Afsara, et al.
Pubblicazione: (2021)

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

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
di: Mahbub, Riasat, et al.
Pubblicazione: (2022)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
di: Reza, S. M. Mushfiq, et al.
Pubblicazione: (2024)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
di: Ishrak, Gazi Hasin, et al.
Pubblicazione: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
di: Rayhan, Mohammad, et al.
Pubblicazione: (2020)

A Proposed novel approach to face recognition using CNN
di: Mahmud, Asif
Pubblicazione: (2024)

Content based image search in openstack swift
di: Ali Uday, Mir Rownak, et al.
Pubblicazione: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
di: Kibria, Maharab, et al.
Pubblicazione: (2022)

Speech command classification based on deep neural networks
di: Hossain, Md. Sakib, et al.
Pubblicazione: (2023)

Hate speech detection using machine learning techniques
di: Manzoor, Tahbib, et al.
Pubblicazione: (2024)

Pneumonia Disease detection using the convolutional neural network
di: Ashrafee, Md. Iftid, et al.
Pubblicazione: (2024)

Vulgar and spam comment identification using Gluon Natural Language Processing and Convolution Neural Networks
di: Jahan, Rufyda
Pubblicazione: (2019)

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
di: Labiba, Zaima, et al.
Pubblicazione: (2024)

Image translation of Bangla and English sign language to written language using convolutional neural network
di: Bismoy, Muttaki Islam, et al.
Pubblicazione: (2022)