DEWP: deep expansion learning for wind power forecasting by Fan, W, Fu, Y, Zheng, S, Bian, J, Zhou, Y, Xiong, H

“…Moreover, we propose an&nbsp;<em>inference block</em>&nbsp;corresponding for each stack, which applies multi-head self-attentions to acquire attentive features and maps expanded latent representations into generated wind power. …”

Location Selection for Beekeeping in Optimizing Honey Production using Linear Programming Model (S/O 14038) by Abdul Rahman, Syariza, Benjamin, Aida Mauziah, Omar, Mohd Faizal

“…Next, several locations of identified stingless bee farms were plugged into QGIS 3.8 to analyse its location suitability map and mathematical model is developed. A linear programming model namely as Data Envelopment Analysis was developed to calculate the efficiency score for each farm. …”
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Assessing the origin of and potential for international spread of Chikungunya virus from the Caribbean by Khan, Kamran, Bogoch, Isaac, Brownstein, John S., Miniota, Jennifer, Nicolucci, Adrian, Hu, Wei, Nsoesie, Elaine O., Cetron, Martin, Creatore, Maria Isabella, German, Matthew, Wilder-Smith, Annelies

“…The final destinations of travelers departing these areas between May and July 2012 were determined and overlaid on maps of the reported distribution of Aedes aeygpti and albopictus mosquitoes in the United States, to identify potential areas at risk of autochthonous transmission. …”
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Fast pyrolysis of cellulose, hemicellulose, and lignin : effect of operating temperature on bio-oil yield and composition and insights into the intrinsic pyrolysis chemistry by Ansari, Khursheed Badruddin, Arora, Jyotsna Sudhir, Chew, Jia Wei, Dauenhauer, Paul J., Mushrif, Samir H.

“…In addition, based on the change in bio-oil yield and composition with temperatures, a reaction network/map was proposed for designing the molecular simulation studies of pyrolysis chemistry and developing detailed and accurate kinetics necessary for the bottom-up design of a pyrolysis reactor.…”
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MCI-frcnn: a deep learning method for topological micro-domain boundary detection by Tian, Simon Zhongyuan, Yin, Pengfei, Jing, Kai, Yang, Yang, Xu, Yewen, Huang, Guangyu, Ning, Duo, Fullwood, Melissa Jane, Zheng, Meizhen

“…Using this well-trained MCI-frcnn, we detected micro-RAID boundaries for the input new images, with a fast speed (5.26 fps), high recognition accuracy (AUROC = 0.85, mAP = 0.69), and high boundary region quantification (genomic IoU = 76%). …”
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Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish by Vaz, Candida, Wee, Choon Wei, Lee, Gek Ping Serene, Ingham, Philip William, Tanavde, Vivek, Mathavan, Sinnakaruppan

“…Majority of the sequenced reads (16–62 %) mapped to known miRNAs, with the exception of ovary (5.7 %) and testis (7.8 %). …”
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Performance-based identity in a BIM environment : An architect’s perceptions and experiences by Syafizal, Shahruddin, Mohd, Zairul, Ahmad Tarmizi, Haron, Meor Mohammad, Fared

“…Practical implications: The study serves as groundwork for professional institutional bodies to further reconstruct a career road map alongside the professional development framework towards elevating, developing and facilitating the hybridity of architects' performance identities in such environment. …”
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Rule-based patient transition in an integrated healthcare system by Ng, Yan Leng.

“…The added advantage of the program is that it is able to link and combine with map functions to view the full route of travel. …”
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Structural features that affect β2 integrin expression and regulation of adhesion by Guan, Siyu

“…The epitope of the mAb H52 was mapped to the C-terminal half of the β2 hybrid domain. …”
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Essays in interactional dynamics of financial markets by Chen, Zhenxi

“…This kind of cluster formation is similar to the concept of coupled map lattices (CML) in other disciplines such as Physics. …”
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Developing of applications on the Googles Android powered devices and Arduino-powered platforms 1 by Muhammad Syafiq Ma'arof

“…Using the GPS tracker, the application will track the user’s item and plotted them to the Google map. The application will also email users of any intruders detected by the sensor. …”
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New algorithms and VLSI architectures for efficient RNS computations by Tay, Thian Fatt

“…A new algorithm is proposed to directly map the residues of signed integers from one modulo-arithmetic friendly base S1 ≡ {2^n-1, 2^(n+k), 2^n+1} to another S2 ≡ {2^(n-α)-1, 2^(n+k-α), 2^(n-α)+1}, to reduce the word lengths of residue arithmetic operators by α bits. …”
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The potential use of local index of biological integrity for tropical river assessment by Arman, Nor Zaiha

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Deep Reinforcement Learning in complex environments by Nardelli, N

“…Secondly, in a single-agent version of the same problem, we investigate how DRL can be used to develop a set of parameter-efficient differentiable planning modules to solve path-planning tasks with complex environment dynamics and variable map sizes. We show that the modules enable learning to plan when the environment also includes stochastic elements, providing a cost-efficient learning system to build low-level size-invariant planners for a variety of interactive, hard navigation problems. …”

Multiple introductions of NRCS-A Staphylococcus capitis to the neonatal intensive care unit drive neonatal bloodstream infections: a case-control and environmental genomic survey by Lees, EA, Gentry, J, Webster, H, Sanderson, N, Eyre, D, Wilson, D, Lipworth, S, Crook, D, Wong, THN, Mark, A, Jeffery, K, Paulus, S, Young, BC

“…Reads from all samples were mapped to a hybrid assembly of a local sterile site strain, forming a complete UK NRCS-A reference genome, for outbreak analysis and comparison with 826 other S. capitis from the UK and Germany.…”

Estimating building vulnerability to volcanic ash fall for insurance and other purposes by Jenkins, Susanna F., Magill, C. R., Wilson, T. M., McMullan, K., Kandlbauer, J., Blong, R. J., Grasso, P.

“…For insurance purposes, the current building typologies provided for use with vulnerability functions are too detailed to map to the relatively limited information on building types that is typically available to insurers. …”
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Unifying serverless and microservice workloads with SigmaOS by Szekely, Ariel, Belay, Adam, Morris, Robert, Kaashoek, M. Frans

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Lane-aware image enhancement for lane detection in rain (part B - communications) by Tian, Zichen

“…Besides, RVPGNet features in four innovative combination layers and algorithms: 1) To save computational resources, a new information combination layer, called the 4-tiling layer, was proposed and applied; Two new feeding schemes, called 2) N-map layer and 3) 2-D Gaussian feeding layer, were designed to utilize the vanishing point better and avoid training being trapped at the saddle point; 4) The network is implemented in Caffe framework and currently under construction in PyTorch framework. …”
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Picosecond charge localization dynamics in CH₃NH₃PbI₃ perovskite probed by infrared-activated vibrations by Stallhofer, Klara, Nuber, Matthias, Cortecchia, Daniele, Bruno, Annalisa, Kienberger, Reinhard, Deschler, Felix, Soci, Cesare, Iglev, Hristo

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Quantifying uncertainties in tropical cyclone wind hazard assessment due to synthetic track stochastic variability for Southeast Asia by Jian, Wei, Lo, Edmond Yat-Man, Stojanovski, Pane, Pan, Tso-Chien

“…Such insights enable better understanding on the key drivers of sensitivities in the probabilistic hazard maps. Our study complements the conventional hazard assessment using synthetic TC tracks by explicitly assessing the uncertainties from the underlying stochastic event catalogue. …”
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