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181
Encapsulation of probiotics for food and beverage applications
Published 2022“…Up to date, no studies have been done to examine the viability of probiotics in popular, well-liked, commercialized carbonated sodas/beers, but it is known that certain components in these matrices (e.g. phosphoric acid in soda, hops and ethanol in beers) can reduce the viability of probiotics. …”
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Final Year Project (FYP) -
182
Global borders : power, fragility, and ‘a kind of fiction’ (Editorial introduction)
Published 2021“…With the gentlest wafting of pollen from a summer breeze or a bee’s wing, the fixed categories borders inscribe can blossom into hybridities.…”
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Journal Article -
183
AI based stock market trending analysis
Published 2020“…The evaluation of the final model-comprising BERT and a multivariate LSTM- shows a small improvement in evaluation results for stock price forecasting when incorporating news sentiment acquired through BERT as compared to without sentiments.…”
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Final Year Project (FYP) -
184
Generalized AutoNLP model for name entity recognition task
Published 2022“…After the remarkable achievement obtained by the introduction of BERT in various NLP related tasks, studies had been more focused on deep-learning based approach to represent the raw input sequence of string words. …”
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Final Year Project (FYP) -
185
Lightweight transformers for clinical natural language processing
Published 2024“…Specialised pre-trained language models are becoming more frequent in Natural language Processing (NLP) since they can potentially outperform models trained on generic texts. BioBERT (Sanh et al., Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter. …”
Journal article -
186
Keyword and named entity recognition on emergency call texts
Published 2020“…This report summarizes the work that has been done in the Final Year Project on the topic Keyword and Named Entity Recognition on Emergency Call Texts. …”
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Final Year Project (FYP) -
187
Challenges of online collaborative learning among special needs university students
Published 0002“…However, a predominant disadvantage of online learning is the limited opportunity for students to have face to face interaction with educators and peers. In contrast to able-bodied students, online collaborative learning among special needs students (SNS) has not been closely examined and their experience has been minimally evidenced in the current body of literature. …”
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Article -
188
Topological data analysis for fake news detection
Published 2022“…For this task, three individual models have been used: least absolute shrinkage and selection operator (LASSO) using 0th Dimensional Persistent Image (PI) vectors, Bidirectional Long Short-Term Memory (BiLSTM), and Bidirectional Encoder Representations from Transformers (BERT). …”
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Final Year Project (FYP) -
189
Object-oriented indoor navigation for delivery robot
Published 2024“…Although the BERT model has good performance in VLN, the mismatch between instructions and visual information at the input leads to navigation errors for robots in similar scenes. …”
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Thesis-Master by Coursework -
190
An overview of stock trading with sentiment analysis
Published 2024“…Utilising multiple sentiment analysis models like Sentic API, TextBlob, VADER, BERT, and FinBERT, alongside varying preprocessing methods and news formats, the research explores optimal trading signals for high-frequency trading. …”
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Final Year Project (FYP) -
191
AD PERCEPTIO (Self Perception Diary) /
Published 2015“…In a not too distant future, there exists the means to access the past and to watch history as it happens and not as it has been written. This gateway to perception is based on true history facts and actual, recent scientific discoveries with DNA and vibrational spectroscopy. …”
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192
Integration of LoRa IoT with cloud platform in stingless beehive remote monitoring system
Published 2025“…Stingless bee colonies require constant monitoring to ensure hive health and optimal honey production. …”
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Article -
193
Public opinion trend analysis on nuclear energy via aspect-based sentiment analysis methods
Published 2022“…The Bidirectional Encoder Representation Transformers (BERT) model was applied to detect the sentiment polarities of collected tweets. …”
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Thesis-Master by Coursework -
194
A low-power IoT platform based smart plug for smart home system
Published 2016“…Presently, there are three most popular wireless communication technologies including Bluetooth, ZigBee, and Wi-Fi which are adopted in the intelligent home system. …”
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Thesis -
195
Sentiment analysis for COVID-19 vaccination news
Published 2022“…Different sentiment analysis models, TextBlob, VADER, Flair and CT-BERT, are used. Several rules are defined through analysis to improve the models' accuracy. …”
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Final Year Project (FYP) -
196
Influence of presumed influence on thinness as a beauty ideal for girls.
Published 2008“…On the other hand, if the “influence on significant others or female peers” exerts an impact on “influence on self”, it will result in desire to be thin.…”
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Thesis -
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"Fly with me"
Published 2013“…This animation short explores the unlikely friendship between a baby Tyrannosaurus Rex and a bumble bee. Two very different creatures in nature, yet, something beautiful blossoms between them when the bumblebee saves the T-Rex from impending doom which the bumble bee indirectly causes.…”
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Final Year Project (FYP)