Road pothole detection from smartphone sensor data using improved LSTM by Singh, Prabhat, Kamal, Ahmed E., Bansal, Abhay, Kumar, Sunil

“…The proposed strategy collects the pothole data from accelerometer and gyroscope sensor data using a smart phone. This model is used to classify the sensor data and label it either as a pothole or normal. …”
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Using single-molecule techniques to study DNA mechanics and DNA-protein interactions by Fang, Keyi

“…G-Quadruplex DNA constructs were designed and magnetic tweezers experiments were done on one of them. The preliminary data shows no detectable signal from G-Quadruplex. …”
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Improved harmony search algorithm with multiple parameter settings by Siow, Daniel Wei Tze.

“…Many researches have been done to improve the accuracy and the efficiency of the algorithm. …”
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Rising power... to do what? : evaluating China's power in Southeast Asia by Goh, Evelyn

“…It finds that the first two categories of power have been most prevalent, while there have been very few instances where Southeast Asian states have done what they would otherwise not have done as a result of Chinese behaviour. …”
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Web application for laboratory information system by Seah, Samantha Wanting.

“…However, not all lab tests have been included in the LIS, thus further development could be done to improve the comprehensiveness of it. Also, further research could be done to improve the security of LIS.…”
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Optimization for real time strategy games by Ng, Heng Khai.

“…This is to help to keep the optimization manageable, such that it can be done in a realistic timeframe, using reasonable computational requirements, so that these computations can be done on the average computer used by the potential user. …”
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Design of an Arduino controlled fish tank by Hew, Chong Cheng

“…Addition feature like adaptive music light show has been added to improve the aesthetics for user and voice communication to aid beginners in fish keeping. As the system is done by a team of three, discussion on features will only be done for automated lighting and voice communication. …”
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Fibre Bragg grating interrogator design using silicon photonics technology by Lee, Mandy Alexius Si Hui

“…In this project, research is done on spectroscopy to reduce the system to a handheld application. …”
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Localized structural and bulk effects in hybrid organic-inoraginc perovskites by Wong, Walter Pei De

“…These chapters lay the background for the work done prior to this thesis and shows how there are knowledge gap in the field, particularly in the understanding of the structural – property relationship. …”
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Bis(imino)phenyl group 13 - 14 complexes by Seow, Celestine Su Yi

“…When the reaction was done in Et2O, an indium(I) trimer, [(LtBuInCl)2LtBuIn] (1.3) was afforded. …”
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Upcycling of non-biodegradable plastics by base metal photocatalysis by Li, Chenfei, Kong, Xin Ying, Lyu, Maoping, Tay, Xiu Ting, Đokić, Miloš, Chin, Kek Foo, Yang, Crystal Ting, Lee, Erin Ke Xin, Zhang, Jinfan, Tham, Chun Yuan, Chan, Wei Xin, Lee, Wen Jie, Lim, Teik Thye, Goto, Atsushi, Sullivan, Michael B., Soo, Han Sen

“…Here, we report a base metal photo-driven upcycling of most conventional plastics such as polystyrene, polypropylene, polyethylene, polyvinyl chloride, and polyvinyl acetate by a tandem carbon–hydrogen bond oxidation/carbon–carbon bond cleavage reaction, with carbon recoveries up to 77% and selective formation of valuable, isolable products including formic, acetic, and benzoic acids. …”
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Isolation and reactivity of a chlorogermyliumylidene featuring two Ge – Cl units by Su, Yuanting, Li, Yongxin, Ganguly, Rakesh, Kinjo, Rei

“…Reduction of 2 with an excess amount of lithium metal resulted in Ge–Ge bond formation concomitant with elimination of one of the Ge atoms of 2, to give rise to the digermylenedilithium compound 3 involving intramolecular coordination of the imines and the lone pairs to the Li atoms.…”
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Molecular basis of converting proteases to ligases by Chang, Hong Yi

“…AEPs hydrolyse the Asx (Asn/Asp)-Xaa bond while PALs ligate them. PALs are the processing enzymes that mediate the backbone cyclization of plant cyclic peptides, such as cyclotides. …”
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2H-azirines as potential bifunctional chemical linkers of cysteine residues in bioconjugate technology by Chen, Yang, Yang, Wenjie, Wu, Jiamin, Sun, Wangbin, Loh, Teck-Peng, Jiang, Yaojia

“…The cleavage of a C-N double bond of 2H-azirine furnishes an amino amide functional group in situ through a thiol addition and ring-opening process. …”
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Common risk factors in the returns on stocks : empirical evidence from Singapore. by Kurniawan, Morina., Ng, Chin Thin.

“…Five common risk factors are identified, three are stock-market factors (an overall market factor and factor related to firm size and book to market equity) and two are bond-market factors (term and default risk). This paper uses time series regression approach of Black, Jensen and Scholes (1972) to study the average returns on 453 randomly selected stocks listed in Singapore stock exchange (SGX) from the period July 2007 until June 2009. …”
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Molecular dynamics simulations of mechanical and thermal properties of multi-layer graphene sheets by Poon, Darek Seet Keat

“…This is due to the hybridization of sp2 to sp3 bonds, resulting in long-range weaker bonds, thereby reducing the strain energy needed for breaking. …”
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Highly selective upcycling of plastic mixture waste by microwave-assisted catalysis over Zn/b-ZnO by Zhao, J, Liu, B, Xiong, L, Liu, W, Wang, D, Ma, W, Jiang, L, Yang, J, Wang, P, Xiao, T, Zhao, S, Edwards, PP, Tang, J

“…Bifunctional ZnO acts as a microwave absorber and substrate catalyst, and in-situ formed Zn clusters promote C-C bond cleavage and nearly 100% upcycle landfilled plastic mixtures into lubricant base oil precursors and monomers. …”

Intraday adaptation to extreme temperatures in outdoor activity by Fan, Yichun, Wang, Jianghao, Obradovich, Nick, Zheng, Siqi

“…Here, we construct an hourly outdoor leisure activity database using billions of cell phone location requests in 10,499 parks in 2017 all over China to investigate the within-day outdoor activity rhythm. …”
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An eye tracker application in assistive technology by Lim, Guang Liang

“…The patient can surf the internet and communicate with others through various social networking platforms, such as Facebook, Twitter, blog, and WhatsApp, as well as through phone messages without the help of caregivers.  Have self-entertainment. …”
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Autonomy mobile or progressive web app for elderly by Liu, Fenghao

“…Learning new technology, such as using a mobile phone, may take much time for most of the elderly. …”
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