Evaluating Fairness of Artificial Intelligence Models for Radiology Image Classification by Sandadi, Varsha

“…Our findings indicate that cervical spine fracture detection models exhibit overall fairness, while abdominal trauma detection models demonstrate some unfairness in specific injury regions, possibly due to limited sample size. …”
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Real time analysis of social behavior from video and kinect recordings by Ramasamy, Pandi Ramesh

“…Finally,analysis will be performed using pattern recognition algorithms and machine learning classifiers to detect the emotion of the subject.In this project,machine learning classifiers such as K-nearest neighbors,Naive Bayes and C4.5 Decision tree learning has been used. The prime aim is to pin point the most seemly machine learning classifier for obtaining highest accuracy for classification.…”
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On the use of physics in machine learning for manufacturing process inspection by Barbastathis, George, Zhang, Qihang, Pandit, Ajinkya, Tang, Wenlong, Papageorgiou, Charles, Braatz, Richard, Myerson, Allan S, Tan, Bingyao, Schmetterer, Leopold

“…SPIE Optical Metrology, 2023, Munich, Germany…”
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Astray by Tan, Ken Wei Hao

“…It was then when I found the courage to pick up the paint brush and start to explore myself and I was addicted and when the time came to decide on my Final Year Project, it was definitely going to be creating my own world. …”
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Offset-16QAM-based coherent WDM with multi-carrier group detection by Xiang, Meng, Fu, Songnian, Tang, M., Shum, P., Liu, Deming

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Digital holography to light field by Zuo, Chao, Asundi, Anand Krishna

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Terahertz emitter based on dipolaritons by Kyriienko, Oleksandr, Kavokin, Alexey V., Shelykh, Ivan A.

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Photoacoustic imaging of live chicken embryo at multiple developmental stages by Sharma, Arunima, Ishak, Noreen, Teoh, Swee-Hin, Cheung, Christine, Pramanik, Manojit

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Stress faced by executives in Singapore. by Par, Hwee Fong., Tan, Chin Ying., Thong, Hwei Ling.

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Challenges faced by women in the corporate world by Ang, Hui Jia, Sim, Jasmine Mei Yao, Yeo, Siew Hong

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Study of applying fiber based laser with the primary standard for optical power and improvement of spectral responsivity scales in near IR range by Zhang, Jing, Teo, Jia Jie, Huang, Xuebo

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Z2 quantum memory implemented on circuit quantum electrodynamics by Kwek, Leong Chuan, Kyaw, T. H., Felicetti, S., Romero, G., Solano, E.

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Shape simplification through polygonal approximation in the fourier domain by Andrews, Mark, Kakarala, Ramakrishna

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Toroidal surface measurement with elliptical lenslet array by Guo, Wenjiang, Zhao, Liping, Chen, I-Ming

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Comparative study of accounting standards between Singapore and the Peoples' Republic of China by Neo, Karn Nee, Siew, May San, Swi, Li Li

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Convective boiling and condensation in enhanced tubes produced by selective laser melting by Tan, Choon Yong

“…The design of the four tubes are five long circumferential pin fins, eight short circumferential pin fins, twisted pin fins and a metallic foam structure. …”
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Using edge detection and polarimetric imaging for vaccine inspection by Sharan, Praveer, Tellbach, Denise, Sarma, Sanjay E.

“…SPIE Smart Structures + Nondestructive Evaluation, 2022, Long Beach, California, United States…”
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A two-dimensional co-rotational Timoshenko beam element with XFEM formulation by Xu, Jin, Lee, Chi King, Tan, Kang Hai

“…Pin connections and plastic hinges produce non-smooth displacement fields in beam structures. …”
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Design of a mechatronic system using Arduino Uno by Chong, Kok Leong

“…Therefore, this Final Year Project (FYP) aims to create a Line-Following robot using Arduino Uno that can autonomously pick up boxes autonomously in a warehouse. By integrating a car chassis with an artificial intelligence (AI) camera, the robot will be able to follow the line path automatically, while the mechanized robot arm can pick up parcels of up to 0.1 KG all while being autonomous. …”
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Study of heat transfer through micro-structured surfaces by Chin, Wei Hao

“…Each chip has a different microstructure in the form of very small and elongated pin-fins, which will in turn affect the critical heat flux of each component. …”
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