Pedestrian heading estimation based on spatial transformer networks and hierarchical LSTM by Wang, Qu, Luo, Haiyong, Ye, Langlang, Men, Aidong, Zhao, Fang, Huang, Yan, Ou, Changhai

“…To reduce the heading error and enhance robustness, we proposed a novel heading estimation method based on Spatial Transformer Networks (STNs) and Long Short-Term Memory (LSTM), termed DeepHeading, which uses sensors embedded in a smartphone without any historical training data or dedicated infrastructure. …”
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Flow network models for online scheduling real-time tasks on multiprocessors by Cho, Hyeonjoong, Easwaran, Arvind

“…However, the previous works have limitations, for example, that they are classified as offline scheduling techniques since they establish a flow network model or an LP problem considering a very long time interval. In this study, we propose how to construct the flow network model for online scheduling periodic real-time tasks on multiprocessors. …”
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Electrochromic smart window for modulation of infrared heat by Loke, Jie Yi

“…The majority of global energy generation in our modernised society originates from the burning of fossil fuel which is unsustainable in a long time horizon. Energy consumption in the category of electricity for air-conditioning and indoor lighting in commercial and residential buildings account for about one third of total consumption. …”
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ABCDM : an Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis by Basiri, Mohammad Ehsan, Nemati, Shahla, Abdar, Moloud, Cambria, Erik, Acharya, U. Rajendra

“…Among various neural architectures applied for sentiment analysis, long short-term memory (LSTM) models and its variants such as gated recurrent unit (GRU) have attracted increasing attention. …”
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Infection risk of SARS-CoV-2 in a dining setting : deposited droplets and aerosols by Ding, Shirun, Lee, Jia Shing, Mohamed Arif Mohamed, Ng, Bing Feng

“…Yet, long-range airborne transmission had the potential to infect other diners in the cafe, even resulting in super-spreading events. …”
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Towards indicating human skin state in vivo using geometry-dependent spectroscopic contrast imaging by Ni, Guangming, Ge, Xin, Liu, Lin, Zhang, Jing, Wang, Xiangzhou, Liu, Juanxiu, Liu, Linbo, Liu, Yong

“…We previously reported on geometry-dependent spectroscopic contrast achieved by spectroscopic micro-optical coherence tomography (SμOCT), which discovered that transversely oriented and regularly arranged nano-cylinders selectively backscatter the long-wavelength lights and generate spectral centroid (SC) shifts towards the long wavelengths within a spectral window of 700 - 950 nm. …”
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Unveiling the oxidation mechanism of CrTaTiMo refractory medium-entropy alloys: a synergy of density functional theory and ab initio molecular dynamics by Wang, Xiao, Hobhaydar, Arman, Wang, Yangfan, Wexler, David, Li, Huijun, Tran, Nam Van, Zhu, Hongtao

“…This study could serve as a valuable reference for the strategic development of the CrTaTiMo-based RMEAs or RHEAs for high-temperature, long-term oxidation resistance applications.…”
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Treatment of dilute wastewater with two-stage anaerobic fluidized bed membrane bioreactor by Mohamed Faris Nashir Bounaparte.

“…However, when it comes to the treatment of dilute wastewater, there are several shortcomings, such as its low biomass yield requires a high biomass inventory, and also long hydraulic and solids retention times (SRT). …”
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Anodic TiO2 nanotube arrays with high surface area for dye-sensitized solar cells by Wang, Xiaoyan

“…The other one is fabrication of long nanotubes of small diameter by an optimized two-step anodization. …”
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Interannual coral Δ14C records of surface water exchange across the Luzon Strait by Ramos, R. D., Goodkin, N. F., Druffel, E. R. M., Fan, T. Y., Siringan, F. P.

“…These results provide support to the dominant control of El Niño–SouthernOscillation on the long‐term ocean circulation variability in this region.…”
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Impact of Using Different Promoters and Matrix Attachment Regions on Recombinant Protein Expression Level and Stability in Stably Transfected CHO Cells by Ho, Steven C. L., Mariati, Yeo, Jessna H. M., Fang, Shiyi Goh, Yang, Yuansheng

“…High expression level and long-term expression stability are required for therapeutic protein production in mammalian cells. …”
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A systematic analysis of nucleosome core particle and nucleosome-nucleosome stacking structure by Korolev, Nikolay, Lyubartsev, Alexander P., Nordenskiöld, Lars

“…The CG model takes into account details of the nucleosome structure and adequately describes the long range electrostatic forces as well as excluded volume effects acting in chromatin. …”
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Active nematics for mechanobiology: patterning and flows in living matter by Bhattacharyya, S

“…Biological tissues composed of anisotropic and active cells can develop long-range orientational order with nematic symmetry. …”

First records of diurnal and nocturnal predatory birds from artificial hunting perch trials in oil palm plantations by Tohiran, Kamil, Nasir, Dzulhelmi Muhammad, Burhanuddin, Maisarah, Nobilly, Frisco, Zulkifli, Raja, Moslim, Ramle, Yahya, Muhammad Syafiq, Norhisham, Ahmad Razi, Lechner, Alex M., Azhar, Badrul

“…Long-term use of agrochemicals in the oil palm plantation sector, particularly chemical pesticides for pest control, can have a negative impact on the environment. …”

Design and evaluation of ATM and satellite interconnecting system by Cong, Rong.

“…Satellite networks provide long-haul telecommunication facilities to interconnect terrestrial networks and also, provide communication services to mobile customers. …”
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Cinematography of milk by Heng, Ray Ern

“…A report documenting my year long process as the cinematographer of my final year project thesis film titled Milk.The report recounts my experience and documents my decisions throughout the filmmaking process, and gives an insight into the creation of the visuals and the creative process behind how we brought this narrative to life, and to give it the directors words a visual medium to be propelled upon.…”
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Profitability of technical analysis - the case of Malaysian stock market. by Kang, Kean Hin.

“…The results show that moving averages rules and trading range breakout rules are effective strategies particularly on the long side. As profitable strategies can be found, Weak-form Efficient Market Hypothesis is violated.…”
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Southeast Asia on two-wheels : a study of Singaporean motorcycle tourists and identity. by Leong, Sharon Hui Shan.

“…While tourism scholars have long focused on examining the motivations behind travel, the field of motorcycle tourism has been left relatively untouched. …”
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Effect of heat treatment on the spheroidisation process of carbon steel by Lam, Jiang Liang

“…However, pearlite will transforms into spheroidite after heat treatment for a long time. In this report, study was done to understand the theory, microstructure and behavior of steel by alloying with different elements, various percentages of elements, and heat treated in different condition. …”
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Control for active chilled beam for HVAC system by Mohamed Noor Hafiz Abdul Halim.

“…The chilled beam technology has been around for a long time. Originating from the Scandinavia, it has now covered most of Europe with its energy saving traits and now slowly spreading in the United States. …”
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