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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Challenges of online collaborative learning among special needs university students by Hidayu Shafie, Ireena Nasiha Ibnu, Noori, Abdullah, Nurhilleny Rosly, Nadia Anuar, Nur Husna Serip Mohamad

“…Based on the findings of the study, it was found that the SNS in this study mostly had problems communicating with their peers during online collaborative learning. They were not really lacking in collaborative skills, but they were more concerned about their peers’ perspectives on their disabilities, and their abilities to do group work. …”
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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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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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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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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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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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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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MIMO visible light communication system with enhanced performance by Han, Junyao

“…The result has provided an empirical reference that the transmission performance in terms of bit error rate (BER) is highly influenced by modulation technique, modulation index, transmitter average optical power, location of LEDs and PDs. …”
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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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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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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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Early detection of corrosion damage in reinforced concrete using GPR array imaging method by Cheng Weixia, Sun, Hai-Han, Tan, Kang Hai, Fan, Zheng

“…Corrosion of reinforcing bars constitutes a significant factor contributing to cracking and spalling in reinforced concrete (RC) structures. …”
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Fire resistant geopolymer concrete incorporating local alkali-silica reactive rocks (ST-27) by Poh, Tian Han

“…The tensile strength comes mainly from the steel reinforcement bars provided at the tensile side of the structural while the concrete cover acts as a protection for the bars from the external elements such as weather exposure. …”
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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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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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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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Bit-error-rate analysis of UWB radio using BPSK modulation over inter-chip radio channels for wireless chip area networks by Chen, Zhiming, Zhang, Yue Ping, Hu, Ai Qun, Ng, Tung Sang

“…In this paper, we analyze bit-error rate (BER) of an ultra-wideband (UWB) radio with binary phase-shift keying (BPSK) modulation over an inter-chip wireless radio channel. …”
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