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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Bit-error rate simulation and analysis of various frequency-hopped multiple-access receivers by Wang, Kaiyuan

“…In the end, we get the results of BER performances in different situations. In each channel, we have 3 figures illustrating the BER performance of MRC, EGC and SC with multiple users. …”
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Novel receiver design for suppression of frequency-hopped multiple-access (FHMA) systems by Muhammad Faizal Razali

“…We include five diversity combining techniques and simulate the results in order to study if they help improve the BER of the FHMA system. Based on the Matlab simulations, the addition of diversity combining techniques helps to improve the BER of the system. …”
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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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Design of blockchain-based P2P energy trading framework and a SCADA system for distributed energy resources in microgrids by Li, Yao

“…This project mainly completed the development and implementation of a peer-to-peer (P2P) energy trading framework between prosumers based on an Ethereum private blockchain network. …”
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Transmission of multimedia content over wireless network by Lim, Calvin Yong Poo.

“…BER shows the rate at which the receiver receiving an erroneous bit. …”
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Influence of presumed influence on thinness as a beauty ideal for girls. by Soh, Wai Siong.

“…This study highlights the potential roles that mothers, female peers, educators and policy makers can play to prevent girls from heading towards “dangerous curves” during adolescence. …”
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Investigation on orthogonal frequency division multiplexing with index modulation by Fan, Rui

“…To be specific, in low SNR region, OFDM-IM's BER performance is not as good as classical OFDM's while in high SNR region, OFDM-IM outperforms classical OFDM in terms of BER performance. …”
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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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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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Interference suppression of coded frequency hopped system by Ong, Johnson Soon Ann

“…The purpose of this report is to study the bit error rate (BER) of the frequency hopped (FH) system with a non-coherent MFSK or M-ary frequency-shift-keyed modulation and how to improve the BER, with the usage of some channel coding techniques. …”
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Symbol-error performance and bit-error performance for 2-dimensional signals by Ilakkiyaa D/O Gunasekaran

“…The main purpose of this project is to compare the SER and BER performances for different Phase Shift Keying (PSK) and Quadrature Amplitude Modulation (QAM) schemes. …”
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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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Machine learning for industrial IOT by Yeow, Brandon Wei Liang

“…This paper concludes by proposing an algorithm for peer-to-peer Federated Learning where clients search for peers up to the 𝑘th degree and perform the best actions with 𝑛 peers under bandwidth constraints. …”
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MIMO visible light communication system with enhanced performance by Han, Junyao

“…Furthermore, zero-forcing and minimum mean square error with regards to pre and post coding were used to plot BER against various parameters. In this simulation, the performance of 4x4-MIMO-OFDM is evaluated and enhanced…”
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Lesbian rights and recognition in Singapore : lesbian relationships should be accepted legally and socially. by Yu, Bertinelli Shasha.

“…This project researches on how family, peers, religion, politics and society in general influence the psychological, emotional, and sometimes economical well-being of lesbians and thereby affect their lesbian relationships. …”
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Space-time line code aided offset spatial modulation by Pang, Yashan, Xiao, Yue, Lei, Xia, Guan, Yong Liang, Joung, Jingon

“…Simulation results confirm the tightness of the derived BER bound and the advantages of the proposed scheme.…”
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Bit-error rate simulation for frequency-hopped multiple-access systems over fading channels by Le, Thi Ngoc Anh.

“…Five diversity-combining methods utilized in BER simulation to counter MAI and PBJ effects are square-law linear combining, product combining, hard-decision majority-vote (HDMV), self-normalizing and clipper receivers.…”
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The golden thread of Woolmington – A domestic yarn that should never have been spun by Dyer, Karen

“…The case of Woolmington v The Director of Public Prosecutions [1935] 1 AC 462 is renowned for Viscount Sankey’s ‘golden thread’ ruling, that the prosecution bears the burden of proof at trial. However, what is frequently overlooked is that this judgment arises from domestic violence. …”
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