EEG-based attention recognition using machine learning by Sun, Haoqi

“…Attention is constantly required in many daily life tasks. Attention-related behavior, such as driving distraction, has been reported as a major reason in traffic accidents. …”
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Flexible and resource-efficient multi-robot collaborative visual-inertial-range localization by Nguyen, Thien Hoang, Nguyen, Thien-Minh, Xie, Lihua

“…Simulation and real-life experiments with two quadrotors show that the system as a whole outperforms previous approaches as well as its individual parts.…”
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Thermal Conductivity Augmentation of Epoxy Injection Moulds for Cooling Time Reduction by Altaf, Khurram, Rani, Ahmad Majdi Abdul

“…Polymer injection moulds are generally manufactured with tool steels which give reliable functioning of moulds with long service life. Manufacturing of injection moulds in steel is a lengthy process due to the strength and hardness. …”
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Time to fill up India’s strategic oil reserves by Narula, K

“…The first phase of its oil storage facilities, with a capacity of 5.3 million tonnes (Mt) (38.85 million barrels) is likely to be ready for commissioning in the first half of 2015; construction on the second phase, with a capacity of 12.5 Mt (roughly 90 million barrels) has been approved by the government. …”

Design of a VHF log-periodic dipole antenna by Ng, Xianyang

“…In the lower frequency range, the length of the element can be humongous, up to 5m long for a half-wave dipole. Therefore, it is significant to look into reducing the size of the antenna. …”
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Evaluating Prediction Mechanisms: A Profitability Test by Sethi, Rajiv, Seager, Julie, Cai, Emily, Benjamin, Daniel, Morstatter, Fred, Bobrownicki, Olivia, Cheng, Yuqi, Kumar, Anushka, Wanganoo, Anusha

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Young adolescents’ experiences and views on eating and food by Gilmour, A, Gill, S, Loudon, G

“…<p><strong>Purpose: </strong>Poor eating habits established during adolescence are likely to lead to negative long-term health consequences. The childhood obesity epidemic is a growing public health concern, largely attributed to obesogenic environments. …”

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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Smart hand gesture sensing with millimeter wave radar and machine learning by Sang, Jiajun

“…An innovative way of “democratic voting” of machine learning will be introduced, where the prediction results will follow the majority out of five machine learning model predictions. This method effectively improves the credibility and accuracy of the algorithm.…”
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The impact of founder personalities on startup success by McCarthy, PX, Gong, X, Braesemann, F, Stephany, F, Rizoiu, M, Kern, ML

“…Startup companies solve many of today’s most challenging problems, such as the decarbonisation of the economy or the development of novel life-saving vaccines. Startups are a vital source of innovation, yet the most innovative are also the least likely to survive. …”

Sleep and circadian difficulties in schizophrenia: presentations, understanding, and treatment by Freeman, D, Waite, F

“…We describe in this article how the complex presentation of nonrespiratory sleep difficulties arises from variation across five factors: timing, mental state, need for sleep, self-care, and environment. …”

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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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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iOS application for restaurant reservation by Hoe, Hui Ting

“…Tech-savvy smartphone users are increasing rapidly; mobile devices are already integrated into our daily life and have become something that is indispensable. …”
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Host genetics maps to behaviour and brain structure in developmental mice by Asbury, S, Lai, JKY, Rilett, KC, Haqqee, Z, Darwin, BC, Ellegood, J, Lerch, JP, Foster, JA

“…The influence of genetics, sex, and early life stress on behaviour and neuroanatomy was determined using traditional statistical and machine learning methods. …”

A study on the application of discrete curvature feature extraction and optimization algorithms to battery health estimation by Goh, Hui Hwang, An, Zhen, Zhang, Dongdong, Dai, Wei, Kurniawan, Tonni Agustiono, Goh, Kai Chen

“…Lithium-ion batteries are extensively utilised in various industries and everyday life. Typically, these batteries are considered retired when their state of health (SOH) drops below 80%. …”
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Modelling Malaysia air quality data using Bayesian Structural Time Series models by Aeshah Mohammed, Mohd Aftar Abu Bakar, Mahayaudin M. Mansor, Noratiqah Mohd Ariff

“…The BSTS model integrates three main techniques: The structural model, which employs the Kalman filter approach to model trend and seasonality components; spike and slab regression for variable selection; and Bayesian model averaging to estimate the best-performing prediction model while accounting for uncertainty. …”
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WHAT A MUSHROOM LIVES FOR : Matsutake and the Worlds They Make / by Hathaway, Michael J., author 656068

“…They seek out other species to carry out their own life projects -- i.e., they make their own worlds. …”
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Unbiased metabolomics of volatile secondary metabolites in essential oils originated from Myrtaceae species by Manickavasagam, Ganapaty, San, Priscilla Wong Chie, Gorji, Sara Ghorbani, Sungthong, Bunleu, Yong, Yoke Keong, Fitzgerald, Melissa, Dewi, Firli Rahmah Primula, Lim, Vuanghao

“…In terms of cluster analysis, the essential oils were clustered into five different groups using hierarchical cluster analysis. …”
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The effects of processing conditions on the morphology of single conjugated polymers. by Yeo, Hui Lin.

“…The photoluminescent lifetime of spun-cast single regioregular poly (3-hexylthiophene) (RR P3HT) was found to be significantly larger (2 – 3.5ns) than that of drop-cast chains and that in solution (<0.5ns), which likely implies a chain conformational dependence on the processing method used. …”
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