Hybrid recommendation system of intelligent captioning using deep learning networks

Hybrid recommendation system of intelligent captioning using deep learning networks

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Wasi, Ahamed Al, Fahim, Ezazul Haque, Inova, Nishat Tasnim, Fahim, Abdullah Al, Preeti, Taghrid Tahani
Awduron Eraill:	Mostakim, Moin
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	CNN Embedding LSTM BiLSTM Vectorization Tokenization BERT Neural networks (Computer science) Deep learning (Machine learning)
Mynediad Ar-lein:	http://hdl.handle.net/10361/22878

Eitemau Tebyg

Novel approach to detect hate speech and profanity on online platforms
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A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
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An integrated approach: fake review detection using convBERT-BiLSTM classification
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Human sentiment analysis using natural language processing
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Multimodal fake news detection using text and image
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Predicting suicidal intent from social media text post using machine learning
gan: Chowdhury, Md. Mubin Ul Islam, et al.
Cyhoeddwyd: (2023)

Recognizing sentimental emotions in text by using Machine Learning
gan: Bushra, Tabassum Khan, et al.
Cyhoeddwyd: (2023)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
gan: Barua, Debalina
Cyhoeddwyd: (2023)

Optimizing restaurant recommendations through sentiment analysis
gan: Juha, Tasnia, et al.
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TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
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Comparative analysis of machine learning models for stock price analysis across different dataset sizes
gan: Srabon, Abir Alam, et al.
Cyhoeddwyd: (2023)

Automated image caption generator in Bangla using multimodal learning
gan: Rodoshi, Mashiat Hasin, et al.
Cyhoeddwyd: (2023)

Sentiment analysis using Natural Language Processing (NLP) & deep learning
gan: Islam, Kazi Minhazul, et al.
Cyhoeddwyd: (2022)

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
gan: Rodela, Raisa Rahman, et al.
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Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
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Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
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Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
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Sentiment analysis in Bengali Text using NLP
gan: Sarkar, Ankon, et al.
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Learning a deep neural network for predicting phishing website
gan: Das, Robat, et al.
Cyhoeddwyd: (2019)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
gan: Arnob, Raisul Islam, et al.
Cyhoeddwyd: (2020)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
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A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
gan: Morshed, Atique, et al.
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A hybrid rumor detection model derived from a comparative study of supervised approaches
gan: Aothoi, Mehzabin Sadat, et al.
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Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM
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Smart companion agent for mental well-being through Deep Learning and NLP
gan: Khan, Rafiur, et al.
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Violent activity detection through surveillance camera using deep learning
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Short term load forecasting based on Internet of Things (IoT)
gan: Uz Zaman, Mahdi, et al.
Cyhoeddwyd: (2018)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
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Cyhoeddwyd: (2022)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
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Cyhoeddwyd: (2021)

Virtual teaching assistant for undergraduate students using natural language processing & deep learning
gan: Sakib, Sadman Jashim, et al.
Cyhoeddwyd: (2023)

Detection of Deepfake using computer vision and deep learning
gan: Rahman, Anisur, et al.
Cyhoeddwyd: (2023)

Analyzing area-wise air pollution level using machine learning for a better future
gan: Sihan, Sk. Atik Tajwar, et al.
Cyhoeddwyd: (2021)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
gan: Fahim, Kaji Mehedi Hasan, et al.
Cyhoeddwyd: (2024)

Analysis of financial data on the time series using data from the stock market
gan: Shachcha, Ifad Bhuiyan, et al.
Cyhoeddwyd: (2022)

A study on the efficacy of natural language generation techniques for similar writing personalities
gan: Anwar, Ahmed, et al.
Cyhoeddwyd: (2024)

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

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
gan: Chakraborty, Dhruba, et al.
Cyhoeddwyd: (2022)

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