IOT : development of a home automation system 1 by Loh, Han Yang

“…As home automation encompasses a broad range of tools, it can include security monitoring as well as long range control of home devices through IOT. By using existing infrastructure, this project seeks to make home automation simple to implement for the mass market. …”
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Deep learning-based video forgery detection by Cao, Xinyi

“…Therefore, we conduct experiments on two public video datasets Celeb-DF-v2, DFDC and a relabelled TMC media dataset, using an end-to-end structure of video input and video classification output, combining the state-of-the-art Convolutional Neural Network (CNN) models with the Vision Transformer architecture and the Long Short-Term Memory (LSTM) architecture. It is found that the longer the frame length of the video, the more accurate the detection. …”
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Effects of vegetation on open channel flow by Zhang, Qian

“…It has been an interest of research for a long time, to which many scholars have contributed their initiatives in order to improve the description of those effects. …”
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AI as a legitimate companion by Tan, Vanessa Yi Jun

“…And with the exponential growth of technology, it would not be long before we reach a reality in which we can have AI as companions.…”
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Encoder-decoder model for multistep prediction of lithium-ion battery state of health (SOH) by Ng, Qian Hui

“…This paper presents a Bidirectional Long Short-Term Memory (BiLSTM) model for the multistep prediction of lithium-ion battery State of Health (SOH). …”
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Developing a web app in conjunction with a honey dehydrator by Sim, Yang Kai

“…Studies have shown that the typical moisture content of honey ranges from 21 to 28%, an undesirable range for long periods of storage considering the fact that honey with moisture content above 17% contributes to the fermentation of honey[1]. …”
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Design and development of a tabletop indoor herb or vegetable planter box by Bahjah Binte Mohamed Yamin

“…Agriculture is an essential part of human civilisation. Humans have long used agricultural practices to produce the food they need to survive. …”
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Origins of vowel pharyngealization in Hongyan Qiang by Evans, Jonathan

“…Vowels may be lengthened, rhotacized, or pharyngealized, resulting in fourteen short and ten long vowel phonemes. No other varieties of Qiang have been described with pharyngealization, although the other suprasegmental effects are common throughout Northern Qiang. …”
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Value investing with machine learning: the South American market by Chen, Ye

“…The primary machine learning method employed in this study is LSTM (Long Short-Term Memory), which performs well with time series data such as financial data of companies. …”
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Laser assisted micro patterning atop shape memory polymer by Goh, Chee Siew.

“…SMP has existed for a long time and in the past few years, its usefulness has been illustrated in many industries include the biomedical industry. …”
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Modeling of space charge limited current in solid by William Chandra

“…By considering the electrons are injected from an infinitely long emission strip of width W, the one-dimensional (1D) SCL current density is enhanced by a factor of 1+F X(4/phi)/(W/L), where F = 1/(l+2) measures the mean position of the injected electrons in a solid of length L, and l is the ratio of the distribution of the traps to the free carriers. …”
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Fast visualization of complex 3D models using displacement mapping by Lu, The Kiet

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The application of prospect theory in travel choice behavioral analysis by Hariharan Subramaniam.

“…It involves the process of decision making and choice behaviour which has a long tradition of application in various disciplines such as statistics, political sciences, economics and psychology. …”
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A study and evaluation of the old and new bankruptcy acts. by Chin, Collins Ye Kai., Khoo, Kenny Boo Pean., Lee, Ee Loon.

“…The new Act brought forth many changes in bankruptcy law that were viewed by many as long overdue. It was warmly received as the old Act was very outmoded and archaic when viewed in today’s context. …”
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Characterization of hippocampal CA1 place cells. by Lua, MinFeng.

“…This suggests the importance of the hippocampal place cells in the process of learning and converting the information to long-term memory. The result of this study could provide a basis or serve as a control for further studies.…”
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Buckling analysis of two-and three-layer delaminated beams with and without bridging by Parlapalli Madhusudhana Rao

“…Results show that bridging was found to be effective for the cases of shallow delamination with moderate length and for the deep and long delamination. The ESR is found to be a controlling parameter of the buckling behavior for delaminated beams with and without bridging. …”
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Research on the operation of Proton Exchange Membrane (PEM) fuel cell by Hong, Weikang.

“…But unlike the batteries, the fuel cells are open systems; this means that the fuel cell are able to continuously produce electrical power as long as the reactance are supplied, whereas in the case of the batteries, the amount of electrical energy produced is dependent on the amount of reactant that is originally stored in the device. …”
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Rebuilding the forbidden city - the search for contemporary chinese international relations theory. by Lim, Yihong.

“…The failure of contemporary mainstream International Relations theory to achieve universality in explaining global events, particularly in areas outside of Europe has prompted the need to search for alternative sources of International Relations theory which is of non-western origins. China, with its long and rich history, coupled with various ongoing complex geopolitical issues with its neighbors, is seen as a major source in the search for non-western International Relations theory. …”
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Causes of failures in computer contracts in the United Kingdom by Lee Hien-Weng Kevin, Lee Teck Hoon, Low Tze Hui Audrey

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Quorum sensing signalling and activated sludge microbial communities by Tan, Chuan Hao

“…However, defining the relevance of QS in complex, multi-species microbial communities remains one of the greatest challenges for understanding the ecological role of QS in nature. Here, a long-term bioreactor ecology study was performed to address the links between QS, metabolic function, organization and composition of complex microbial consortia of the activated sludge system. …”
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