Correlates of lifestyle patterns among children in Singapore aged 10 years: the growing up in Singapore towards healthy outcomes (GUSTO) study by Tan, Sarah Yi Xuan, Chia, Airu, Tai, Bee Choo, Toh, Jia Ying, Colega, Marjorelee, Padmapriya, Natarajan, Setoh, Peipei, Kee, Michelle Zhi Ling, Yuan, Wen Lun, Lee, Yung Seng, Loo, Benny Kai Guo, Yap, Fabian Kok Peng, Tan, Kok Hian, Godfrey, Keith M., Chong, Yap Seng, Eriksson, Johan, Müller-Riemenschneider, Falk, Chong, Mary Foong-Fong

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Enantiomeric glycosylated cationic block co-beta-peptides eradicate Staphylococcus aureus biofilms and antibiotic-tolerant persisters by Zhang, Kaixi, Du, Yu, Si, Zhangyong, Liu, Yang, Turvey, Michelle E., Raju, Cheerlavancha, Keogh, Damien, Ruan, Lin, Jothy, Subramanion Lachumy, Reghu, Sheethal, Marimuthu, Kalisvar, De, Partha Pratim, Ng, Oon Tek, Mediavilla, José R., Kreiswirth, Barry N., Chi, Robin Yonggui, Ren, Jinghua, Tam, Kam C., Liu, Xue-Wei, Duan, Hongwei, Zhu, Yabin, Mu, Yuguang, Hammond, Paula T., Bazan, Guillermo C., Pethe, Kevin, Chan-Park, Mary Bee Eng

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AI based stock market trending analysis by Goon, Redmond Aldric Yonghao

“…BERT achieved the best evaluation results of 0.957, 0.931, 0.964, and 0.947 for accuracy, precision, recall, and f1 score respectively. …”
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Effect of iron (III) oxide concentration on the performance of meta-resonators embedded in cementitious matrix by Sum, Yee Loon, Rheinheimer, Vanessa, Soong, Boon Hee, Paulo J. M., Monteiro

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Lightweight transformers for clinical natural language processing by Rohanian, O, Nouriborji, M, Jauncey, H, Kouchaki, S, Nooralahzadeh, F, Clifton, L, Merson, L, Clifton, DA

“…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. …”

Learning automations in game engine by Ju, Peng

“…First, design and develop a server-client software version of Beer Game using Java. Second, develop a software entity (AI agent) in the Beer Game software utilizing Memetic approach. …”
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Optimal network charge for peer-to-peer energy trading: a grid perspective by Yang, Yu, Chen, Yue, Hu, Guoqiang, Spanos, Costas J.

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Object-oriented indoor navigation for delivery robot by Li, Yuanwei

“…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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Generalized AutoNLP model for name entity recognition task by Wong, Yung Shen

“…In this project, we have proposed an architecture of a combination of deep-learning based approach word embeddings, BERT with static word embeddings, GloVe. Experiments are conducted to study the performance of our proposed architecture with BERT word embeddings on AutoNLP name entity recognition tasks.…”
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An overview of stock trading with sentiment analysis by Tang, Yi Qwan

“…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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Large scale paired antibody language models by Kenlay, H, Dreyer, FA, Kovaltsuk, A, Miketa, D, Pires, D, Deane, CM

“…To address this challenge, we present IgBert and IgT5, the best performing antibody-specific language models developed to date which can consistently handle both paired and unpaired variable region sequences as input. …”

Public opinion trend analysis on nuclear energy via aspect-based sentiment analysis methods by Huang, Fan

“…The Bidirectional Encoder Representation Transformers (BERT) model was applied to detect the sentiment polarities of collected tweets. …”
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Sentiment analysis for COVID-19 vaccination news by Lim, Pei Yan

“…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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Biovalorisation of brewer's spent grain (BSG) and sensory evaluation of BSG bread by Goh, Luo Lin

“…Brewer’s spent grain (BSG) is the largest by-product of beer production, generating over an approximate 38 billion kg annually. …”
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Keyword and named entity recognition on emergency call texts by Hu, Wanyu

“…The model used for this project is the Bidirectional Representations from Transformers (BERT) model. 75% of the Emergency Call Texts dataset is obtained online. …”
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Creating functionally graded concrete materials with varying 3D printing parameters by Tay, Daniel Yi Wei, Lim, Jian Hui, Li, Mingyang, Tan, Ming Jen

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Topological data analysis for fake news detection by Deng, Ran

“…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). Two ensemble models were also used to improve performances by supplementing contextual information from deep-learning models with structural information from PI vectors: BiLSTM + TDA and BERT + TDA. …”
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Integration of LoRa IoT with cloud platform in stingless beehive remote monitoring system by Ahmad, Yasser Arul, Nurul Salshabila, Mustapa, Anis Hannani, Razaman, Muhammad Nasrin Aqil, Abdul Hamid, Noreha, Abdul Malik, Mohd Faizal, Jamlos

“…Stingless bee colonies require constant monitoring to ensure hive health and optimal honey production. …”
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Hermitian symmetric DFT codes : a new class of complex DFT codes by Kumar, A. Anil, Makur, Anamitra

“…For a Gauss-Markov source, on a binary symmetric channel at lower to moderate bit error rates (BERs), HSDFT codes show better performance than RBDFT codes, and on a Gilbert-Elliot channel HSDFT codes consistently perform better than RBDFT codes.…”
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Disusing the ear: Samuel Daniel and the poetics of poetical essays by Tregear, T