Effect of positive-negative image ratio on the performance of pedestrian detection model by Yee, Lai Kok, Ken, Tan Lit, Choo, Hau Sim, Asako, Yutaka, Lee, Kee Quen, Kang, Hooi Siang, Gan, Yee Siang, Chuan, Zunliang, Tey, Wah Yen, Nor Azwadi, Che Sidik

“…This study endeavors to fill this research gap by exploring various detection models and determining the ideal ratio. …”
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The impact of environmental disclosure on initial public offering underpricing: sustainable development in Singapore by Kang, Eugene, Lam, Nguyen Bao

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Use of DSRC and other sensor signals for vehicular localization by Gong, Yi Lin

“…After this, analysing the finding RTOA. Insights from this project can help to explore whether this method of vehicle localization using these set of equipment is reliable for real life usage, and find out what improvement can be made in the future work. …”
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Tournament induced incentives and analysts' boldness. by Yin, Huifang.

“…This finding survives several robustness checks and is more pronounced when the interim assessment date is closer to the end of the tournament period, when analysts are inexperienced/non-all-star, and when the market activity is high. …”
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先秦思想中音乐与情感的关系 ：以《孟子》《庄子》“乐”（lè）与 “乐” （yuè）的运用为核心 = The relations between music and emotion in Pre-Qin thought : an analysis of the usage of ‘Lè’ and ‘Yuè’ in the Mencius and the Zh... by 何昱慧 Ho, Adeline Yu Hui

“…Music and emotions in the Pre-Qin text are being represented through different words but from the ancient era till modern, the word “乐”are being used in both meanings. …”
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𝜆ₛ: computable semantics for differentiable programming with higher-order functions and datatypes by Sherman, Benjamin, Michel, Jesse, Carbin, Michael

“…We use λS to construct novel differentiable libraries for representing probability distributions, implicit surfaces, and generalized parametric surfaces-all as instances of higher-order datatypes-and present case studies that rely on computing the derivatives of these higher-order functions and datatypes. …”
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Parameterization of nice polynomials by Anton, Hozjee

“…A univariable polynomial p(x) is said to be nice if all of its coefficients as well as all of the roots of both p(x) and its derivative p0(x) are integers. p(x) is called Q-nice polynomial if the coefficients, roots, and critical points are rational numbers. …”
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Influences of social tags choices on academic papers over time : a user centric approach. by Khasfariyati Razikin.

“…In each phase, they were instructed to fill in diaries with the aim to elicit the influences of their tag choices and their motivations for doing so quantitatively. …”
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3D interactive internet application based on VRML by Gao, Bo

“…An investigation on the basic structure and fundamental mechanism of VRML is made. Second aspect is on finding out all advantages and disadvantages of VRML by comparing it with other 3D authoring languages and formats. …”
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Symbolic ltl f Synthesis: A Unified Approach for Synthesizing Winning, Dominant, and Best-Effort Strategies by De Giacomo, G, Parretti, G, Zhu, S

“…Synthesis typically focuses on finding strategies that win against all possible responses of the environment. …”

Analysis of Minimum Interaction Time for Continuous Distributed Interactive Computing by Zhang, Lu, Tang, Xueyan, He, Bingsheng

“…When the simulation time offsets among the servers are fixed, we show that finding the minimum achievable interaction time is still NP-hard. …”
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Motion and shape recovery from image frame sequences by Sung, Eric.

“…Full perspective projection is assumed in all the work. However it is shown that the methodologies proposed do encompass the weak perspective/orthographic projection model as well. …”
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Really cannot understand meh? : Is Singlish internationally unintelligible? by Ng, Jing Hui

“…This investigation sought to test the validity of the statement and found that it is only true in some cases. Not all foreigners have trouble understanding Singlish: resident foreigners and Malaysians had an easier time with Singlish than foreigners who have never had exposure to the language. …”
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Innovation-driven industrial green development : the moderating role of regional factors by Li, Wei, Wang, Jue, Chen, Rongxiao, Xi, Yongqin, Liu, Shi Qiang, Wu, Feimei, Masoud, Mahmoud, Wu, Xueping

“…The present study was conducted to fill these research gaps using panel data across 30 provinces in China from 2005 to 2015. …”
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Human comfort in indoor environment : a review on assessment criteria, data collection and data analysis methods by Song, Ying, Mao, Fubing, Liu, Qing

“…Moreover, few of them discuss how the data is obtained, how to extract useful information from the data and how the data is analyzed. To fill up this gap, this paper conducts the survey from the data-driven point of view. …”
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Impact of Beijing Hukou on non-Beijinger talents working in Beijing. by Sun, Peiyi.

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Folk pedagogy? Investigating how and why UK early years and primary teachers use songs with young learners by Hamilton, C, Murphy, VA

“…There are considerable differences between how early years and upper primary teachers use songs. All use songs intuitively. Research needs to provide more rigorous evidence to underpin this valued teaching practice.…”

Human face recognition using line edge information by Gao, Yong Sheng.

“…It is a very encouraging finding that the proposed face recognition technique has performed consistently superior to (or equally well as) the Eigenface method in all the comparison experiments. …”
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Dual solutions of boundary-layer flow by Yeo, Po Yuang.

“…Simulation results show that as σ increases, the range of dual solutions decreases, up till point 𝜎?𝑐?𝑟?, where dual solution cease to exist. …”
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Investigate the use of electrostatics in fabricating 3d objects using additive manufacturing technology by Ling, Pui Foong

“…The particles on the substrate will be spun up till 17000rpm of rotational speed and then properly analyzed to find out the adhesion force. …”
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