Fidan: a predictive service demand model for assisting nursing home health-care robots by Feng Zhou, Xin Du, WenLi Li, Zhihui Lu, Shih-Chia Huang

“…We optimise the model parameters based on Grid Search during the training process. The experimental results show that the Fidan model has an accuracy rate of 86.61% in predicting the demand for elderly services.…”
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Feasibility and potential effect of a pilot blended digital behavior change intervention promoting sustainable diets over a year by Ujué Fresán, Miguel López-Moreno, Sergi Fàbregues, Paquito Bernard, Anna Boronat, Vera Araújo-Soares, Laura M. König, Joren Buekers, Guillaume Chevance

“…Qualitative data was collected through interviews at the end of each phase. …”
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Characteristics of boundary layer turbulence energy budget in Shenzhen area based on coherent wind lidar observations by J. Xian, J. Xian, Z. Qiu, H. Rao, Z. Cheng, X. Lin, C. Lu, H. Yang, N. Zhang, N. Zhang

“…This study reveals the seasonal characteristics of the TKE budget and processes in Shenzhen using long-term observational data from coherent wind lidar. …”
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Analisis Perubahan Luas Lahan Hijau Di Kota Bogor Dengan Citra Landsat 8 Menggunakan Normalized Difference Vegetation Index by Asep Denih, Irma Anggraeni, Runanto

“…Based on the research process that has been carried out for the area of vegetation in Bogor City from 2015 - 2020, it has increased by 4,46 Km2 with a land change rate of 14.4%. …”
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Design and evaluation of the “Feel Good” feasibility study – a multi-component fruit and vegetable intervention in children measuring cognitive and mental health outcomes by Nicola A. Gillies, Jeanette P. Rapson, Amy L. Lovell, Karen E. Waldie, Clare R. Wall

“…Primary outcomes of this feasibility study were recruitment, retention, and data collection rates. Process evaluation captured measures of intervention fidelity and dose, acceptability, reach, and barriers or facilitators to implementation. …”
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Phylodynamic inference and model assessment with approximate bayesian computation: influenza as a case study. by Oliver Ratmann, Gé Donker, Adam Meijer, Christophe Fraser, Katia Koelle

“…However, the concomitant incidence dynamics result in a very large reproductive number and are not consistent with empirical estimates of H3N2's population level attack rate. These results demonstrate that the interactions between the evolutionary and ecological processes impose multiple quantitative constraints on the phylodynamic trajectories of influenza A(H3N2), so that sequence and surveillance data can be used synergistically. …”
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Routine Health Information System Utilization and Its Associated Factors among Healthcare Professionals in Debre Berhan Town, Ethiopia by Negash Addise, Muluken Tessema Aemiro, Behailu Tariku Derseh

“…A routine health information system (RHIS) is a system that records, stores, and processes health data in order to enhance healthcare decision-making. …”
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Robust Real-Time Cancer Tracking via Dual-Panel X-Ray Images for Precision Radiotherapy by Jing Wang, Jingjing Dai, Na Li, Chulong Zhang, Jiankai Zhang, Zuledesi Silayi, Haodi Wu, Yaoqing Xie, Xiaokun Liang, Huailing Zhang

“…The 3D centroid localization accuracy was consistently below 0.33 mm. The processing time averaged 90 ms/frame. Even under high noise conditions (<i>S</i>² = 25), errors for all data remained within 1 mm with tracking success rates mostly at 100%. …”
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Rôle de la conciliation des sphères de vie dans la prédiction de l’intention de départ chez les sapeurs-pompiers volontaires français by Marina Burakova, Aline Duperthuy, Anaïs Martin

“…The present study examines a model of withdrawal determinants in which work-life imbalance leads to exhaustion and lowers levels of satisfaction regarding firefighting, thus resulting in an increased intention to quit. The data were collected from 183 volunteer firefighters in a French fire department and were further processed via structural equation modelling of the relationship between latent variables. …”
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Rhodamine B removal from aqueous solution by CT269DR resin: Static and dynamic study by Jinbei Yang, Shuyue Yu, Wentao Chen, Yibing Chen

“…The external mass transfer rate remains substantially unchanged when the shaking speed exceeds 160 r min −1 . …”
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Research on Modulation Format Recognition for Underwater Visible Light Communication based on BiGRU by GAO Wendi, WANG Yunkai, XU Chi, XU Zengyi, CHI Nan

“…【Objective】Underwater Visible Light Communication (UVLC), as a cutting-edge technology replacing traditional acoustic communication, has garnered widespread attention due to its high data rates, broad bandwidth, low latency, and enhanced security. …”
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Integrated Photonic Neural Networks for Equalizing Optical Communication Signals: A Review by Luís C. B. Silva, Pablo R. N. Marciano, Maria J. Pontes, Maxwell E. Monteiro, Paulo S. B. André, Marcelo E. V. Segatto

“…The demand for high-capacity communication systems has grown exponentially in recent decades, constituting a technological field in constant change. Data transmission at high rates, reaching tens of Gb/s, and over distances that can reach hundreds of kilometers, still faces barriers to improvement, such as distortions in the transmitted signals. …”
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Frequency Noise Characterization of Narrow-Linewidth Semiconductor Lasers: A Bayesian Approach by Lutz Mertenskotter, Markus Kantner

“…The analysis is carried out using a Markov-chain Monte Carlo method in the frequency domain and exploits prior knowledge about the statistical distribution of the data. The method is validated using simulated time series data from a stochastic laser rate equation model incorporating <inline-formula><tex-math notation="LaTeX">$1/f$</tex-math></inline-formula>-type non-Markovian noise.…”
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Design of intelligent optimization of sports strategy and training decision support system based on deep reinforcement learning by Hua Xu, Bing Lin, Long Liu

“…Through multi-sensor fusion technology, the system comprehensively collects athletes’ physiological and external environmental data. The data is preprocessed by a sliding window average filter algorithm to eliminate noise and outliers. …”
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Co-creating and delivering personalized, nature-based VR experiences: Proof-of-concept study with four U.S. adults living with severe COPD by O. McAnirlin, M.H.E.M. Browning, T. Fasolino, K. Okamoto, I. Sharaievska, J. Thrift, J.K. Pope

“…Participant responses were measured with questionnaires on psychological well-being, perceived restoration, cybersickness, and presence, along with physiological data on heart rate, heart rate variability, respiratory rate, and blood oxygen levels. …”
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THE DEGREE OF POLYMERIZATION OF POWER TRANSFORMERS’ PAPER INSULATION by V. K. Kozlov, A. Kh. Sabitov

“…The paper presents the results of research and analysis of literature data on the paper insulation's thermal aging. An exponential decrease in the degree of polymerization of paper insulation from the aging time is established, at the starting time of transformers’ operation the aging rate of paper insulation is maximal and after that its slowing down. …”
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Building method of distributed COW disk on network computing environment by Huai-liang TAN, Zheng LUO, Zai-hong HE, Ren-fa LI

“…Aiming to distributed computing and data centralizing storage in large-scale network computing environments and combining sparse and bursting characteristic of COW(copy-on-write) disk storing modified data blocks,the distributed COW network disk architecture was presented.The system building process of network computing environments was speeded up by apportioning the aggregation spending that server manages all related COW disks of client hosts to each client host.A improving 64bit bitmap compress arithmetic was designed to reduce the size of COW disk’s bitmap,so server disk space was saved and the network communication spending of distributed COW disk was less.The modified prefetching arithmetic based on COW bursting blocks was presented to improve the hit rate of Cache relating with distributed COW disk.Experiments on the prototype show that the distributed COW mechanism can effectively reduce system building latency of multi-client hosts network computing environment based on improving COW bitmap compress and prefetching arithmetic.…”
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Sparse Blossom: correcting a million errors per core second with minimum-weight matching by Oscar Higgott, Craig Gidney

“…For 0.1% circuit-level depolarising noise, sparse blossom processes syndrome data in both $X$ and $Z$ bases of distance-17 surface code circuits in less than one microsecond per round of syndrome extraction on a single core, which matches the rate at which syndrome data is generated by superconducting quantum computers. …”
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Research on Public Adoption Willingness of “Internet + Government Affairs” in Blockchain Industry by Li Qian

“…In view of the low utilization rate of “Internet + government” service users and the weak awareness of public participation, the paper analyzes the influencing factors of “Internet + government” public adoption in the context of the blockchain industry. …”
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Probabilistic reputation networks by Timothy Atkinson

“…Furthermore, we demonstrate that the original properties of non-random data are maintained.…”
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