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

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

“…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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MMSE multiuser detection for uplink DS-CDMA with regenerative cooperative relaying by Liu, Yan.

“…Max-Cooperation achieves the lowest BER among the three methods. When the number of users increases, the BER performance with direct transmission gets worse, but the BER performance of Max-Cooperate improves significantly. …”
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Information cascades and the collapse of cooperation by Yang, Guoli, Csikász-Nagy, Attila, Waites, William, Xiao, Gaoxi, Cavaliere, Matteo

“…For newcomers it is beneficial to interact with cooperators but detrimental to interact with cheaters. However, cheaters and cooperators usually cannot be identified unambiguously and newcomers’ decisions are often based on a combination of private and public information. …”
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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

“…Frequency-hopping spread-spectrum has been widely gaining interest due to its commercial and military applications. …”
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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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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. …”

Keyword and named entity recognition on emergency call texts by Hu, Wanyu

“…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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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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The effect of object compliance on the velvet hand illusion by Pasqualotto, Achille, Chai, Cindy Jia Yin, Ohka, Masahiro, Kitada, Ryo

“…Movement of a grid of bars between the two hands creates the tactile illusion of a velvet-like material, namely, the velvet hand illusion (VHI). …”
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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). …”
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An evaluation framework for second-life EV/PHEV battery application in power systems by Chai, Songjian, Xu, Ning Zhou, Niu, Ming, Chan, Ka Wing, Chung, Chi Yung, Jiang, Hui, Sun, Yuxin

“…This is how second-life BESS's performance translates into cost savings on power generation. …”
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Battery energy storage selection based on a novel intermittent wind speed model for improving power system dynamic reliability by Liang, Chen, Wang, Peng, Han, Xiaoqing, Qin, Wenping, Jia, Yanbing, Yuan, Tiejiang

“…The frequency-related reliability and economic indices of a power system with BESS are formulated based on frequency control processes. …”
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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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Punching shear strength analysis of corroded reinforcement concrete slab by Fu, Yibin

“…Reinforcement steel bars corrosion is a serious problem worldwide. Reinforcement bars corrosion is not the only root cause to all structural defects, it has also become a safety risk of great concern, as structural integrity deteriorates as a result. …”
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Bit-error rate simulation for frequency-hopped multiple-access systems over fading channels by Le, Thi Ngoc Anh.

“…Frequency-hopping spread-spectrum has been widely utilized in both military and commercial applications. …”
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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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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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