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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Physics-Informed Deep Learning for Plasma Etch Optimization by Dighamber, Mohit

“…Future work includes utilizing the PINN model in a Bayesian framework to facilitate recipe optimization for the desired etch profile.…”
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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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Robust text-independent speaker verification in environmental noise by Panda, Ashish

“…Experimental evaluations of the proposed psychoacoustic model compensation technique conclusively demonstrate that it provides superior performance in both white and pink noise conditions, outperforming parallel model combination by 36% and max function based model compensation by 24%. …”
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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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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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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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Hand motion detection by Pan, Bentrium Jin Jian

“…The author will study into their technologies and compare both technologies and selection of it to include it into the author’s group project, Virtual Pink Dolphin. The hand motion detection should be able to identify hand motion done by the autism kids who was the main targeted market. …”
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Design of wideband low-loss reconfigurable reflectarray antenna by Zhang, Xiran

“…It proposes an RRA design that integrates a PIN diode with air gap. The switch of the reconfigurable unit is directly mounted on the reflective element, reducing the loss introduced by the switching device. …”
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Development of optical transceiver by Sim, Sebastian Shih Wei.

“…For PIN photodiodes, the epitaxial layer was introduced to the structures to act as an intrinsic layer. …”
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Psychoacoustic model compensation for robust speaker verification in environmental noise by Panda, Ashish, Srikanthan, Thambipillai

“…The first database is the TIMIT database corrupted with white and pink noise and the noise estimation is fairly easy in this case. …”
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Speech enhancement using auditory-based spectral amplitude estimators by Sekar Sathiya Narayanan.

“…The original speech signal is subjected to three types of noises, namely, white noise, pink noise and cockpit noise. The proposed estimator is applied to the noisy speech signal to obtain the enhanced speech signal and the objective measures of speech quality such as the segmental SNR (SNRseg) and the log-likelihood-ratio (LLR) are obtained. …”
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Establishment and characterisation of CRTC1 knockout in rodent hippocampal neurons by Koh, Tyler Bo Kai

“…A preliminary study on the effects of neurons lacking CRTC1 expression indicate an increase in spine area and length while the distribution and density of spines remain unaltered.…”
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Optimized core design of a supercritical carbon dioxide-cooled fast reactor by Handwerk, Christopher S. (Christopher Stanley), 1974-

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Constructing adversarial samples against deep learning-based sensing system (part II) by Lin, Beiyi

“…While previous work in defending again these malicious attacks has investigated using gradient masking to hide information of the model and audio pre-processing to reduce or distort adversarial noise, this project explores the idea of simple pink noise injection at different loudness to detect adversarial examples. …”
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Classification of helicopters for passive radar - theoretical studies and measurements by Qiao, Na

“…Instead of testing using stimulating blades, we testing an air fan in the north spine campus to see if interference exist whether will affect our result.…”
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Automatic test chip set by Chin, Edward Hsi Ling.

“…In this project, the fundamental functions and basic circuitry of an universal pin electronics are investigated and designed.…”
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AB078. Patterns of treatment delay in patients with symptomatic metastatic epidural spinal cord compression by Hui, Si Jian, Kumar, Naresh, Tan, Cherie Lin Hui, Chua, Eugene Khye Gin, Hallinan, James Thomas Patrick Decourcy, Chan, Yiong Huak, Sree, Karuna, Tan, Jiong Hao

“…Delays in treatment were identified and categorized into patient delay (onset of symptoms till initial medical consultation), diagnostic delay (medical consultation till radiological diagnosis of MESCC), referral delay (from diagnosis till spine surgeon review) and surgical delay (from spine surgeon review till surgery) and compared between patients. …”
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