Aspect-based sentiment analysis using BERT by Kheriwala, Hussain Khozema

“…This project implements a method of using the pre-trained BERT model for this experiment. The project is then concluded with further evaluations, error analysis, and discussions.…”
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Peer to peer ranging system : hardware development by Tan, Ting Ze

“…This project was concerned with the development and evaluation of a peer to peer ranging system. The system shall use ultra-wideband impulse radio for time of arrival based measurements. …”
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Peer-to-peer trading of electricity in local power market by Yang, Jiawei

“…This report introduces the rationale of the Peer-to-peer (P2P) electricity market and pricing mechanisms for a microgrid and a multi-microgrid community (more than one microgrid) is proposed. …”
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Multiple description coded video streaming in peer-to-peer networks by Li, Xue Jun., Xu, Yuanyuan., Zhu, Ce., Zeng, Wenjun.

“…It is known that in a peer-to-peer (P2P) network a peer node serves as both a receiver and a supplier, which enables uploading bandwidth of peer nodes to be utilized efficiently while relieving burden of the server node. …”
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Leveraging large language models and BERT for log parsing and anomaly detection by Zhou, Yihan, Chen, Yan, Rao, Xuanming, Zhou, Yukang, Li, Yuxin, Hu, Chao

“…BERT, an embedded transformer encoder, with a self-attention mechanism can better handle context-dependent tasks such as anomaly log detection. …”
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Analysis of peer-to-peer car sharing data in major Chinese cities by Hang, Zhi Cheng

“…However, research insights on peer-to-peer car sharing activities have only been largely limited to the European region. …”
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Peer-to-peer power trading with voltage and congestion management for distribution grids by Sampath, Lahanda Purage Mohasha Isuru, Paudel, Amrit, Foo, Eddy Yi Shyh, Nguyen, Hung Dinh, Gooi, Hoay Beng

“…In this work, a novel distribution grid level peer-to peer (P2P) power market framework is proposed. …”
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Blockchain-enabled peer-to-peer energy trading and resilient control of microgrids by Veerasamy, Veerapandiyan, Hu, Zhijian, Qiu, Haifeng, Murshid, Shadab, Gooi, Hoay Beng, Nguyen, Hung Dinh

“…The deregulation and decentralization of the energy market have resulted in a proliferation of distributed generation that participates in energy trading as prosumers. In peer-to-peer (P2P) trading of energy within the microgrid (MG), the peers can trade energy without the need for an intermediary. …”
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Collaborative interest management for peer-to-peer massively multiplayer online games by Liu, Cheng

“…The client-server architecture has the problem of scalability due to the resource limitation on the centralized servers. The Peer-to-Peer~(P2P) architecture can improve the scalability by avoiding the limitation of servers and is thus a more suitable architecture for large-scale NVEs. …”
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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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Peer-to-peer car sharing in China (Time-based usage pattern analysis) by Yu, Jenny Chieh Ning

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Iris: dynamic privacy preserving search in authenticated chord peer-to-peer networks by Aktypi, A, Rasmussen, K

“…<p>In structured peer-to-peer networks, like Chord, users find data by asking a number of intermediate nodes in the network. …”

Brand- and price-based usage pattern analysis on peer-to-peer car-sharing platform by Tan, Xuan Yi

“…With the prevalence of Sharing Economy and the increasing support on car- sharing from the Chinese government, the NTU-BMW Future Mobility Research Lab wants to find out more on consumers’ usage patterns, based on car brand and price of the Chinese peer-to-peer car-sharing users. This project uses the data crawled from the START peer-to-peer car-sharing platform in China. …”
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TutorBuddy : development of mobile-web based system for peer-to-peer personal tutoring services by Lim, Jorina

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Impact of peer review on reports of randomised trials published in open peer review journals : retrospective before and after study by Hopewell, S, Collins, G, Boutron, I, Yu, L, Cook, J, Shanyinde, M, Wharton, R, Shamseer, L, Altman, D

“…<br/><strong>Objective:</strong> To investigate the effectiveness of open peer review as a mechanism to improve the reporting of randomised trials published in biomedical journals. …”

Behave The Biology of Humans at Our Best and Worst / by Sapolsky, Robert M., author 656050, Penguin Random House (Online service) 655978

“…A behavior occurs--whether an example of humans at our best, worst, or somewhere in between. What went on in a person's brain a second before the behavior happened? …”
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The happiness revolution : the best gift for your child by Lee, Jing, Lim, Joyce Hui Lian, Yap, Jiamin

“…A third rendition of The Happiness Revolution, The Happiness Revolution: Best Gift For Your Child, conceived to raise awareness among parents about the importance of mental wellbeing in their children. …”
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Best THD of multilevel DC/AC inverters by Li, Ying.

“…In order to have good power quality (PQ), we have to carefully investigate the switching angle arrangement to obtain the best THD. The best THD of Multilevel DC/AC Inverters from 3-level to 35-level is derived in this project. …”
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Design and development of an online platform for peer tutorial scheme by Heng, Nadine Nyi Zheng

“…Nevertheless, the need for Social Distancing remains due to precautionary reasons thus online classes and here to stay, at least for the near future. That being said, online classes bring about many benefits such as increased convenience and flexibility for both students and tutors alike. …”
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Game theoretical, statistical and behavioural aspects of peer evaluation by Tan, Catherine Ser Ping

“…Another common concern with the current methods of peer evaluation is that students often do not have the necessary skills to evaluate the work of their peers objectively. …”
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