Application of Open-Source, Low-Code Machine-Learning Library in Python to Diagnose Parkinson's Disease Using Voice Signal Features by Daniel Hilário da Silva, Caio Tonus Ribeiro, Leandro Rodrigues da Silva Souza, Adriano Alves Pereira

“…Seventeen ML algorithms were applied to a dataset of voice recordings from Healthy Control and PD individuals, sourced from a publicly available repository. We leveraged the PyCaret Python library's ML algorithms and functions, which were introduced in this article, to demonstrate their simplicity and effectiveness in dealing with real-world data. …”
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Innovation as a Source of Ensuring the Sustainable Development of the Enterprise by Brahina Olha S.

“…The author determines the factors of importance of innovative development in the context of sustainable development and the main functions it performs. The stages of innovative development in the context of sustainable development of enterprise are formed, among which it is worth highlighting the following: analysis and assessment of the current state of enterprise; generation and selection of ideas; development of an innovation strategy; implementation of innovative solutions, monitoring and evaluation of efficiency, adjustment and improvement of strategy, communication of results and involvement of stakeholders. …”
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A Ｒeinforcement Learning of Cloud Ｒesource Scheduling Algorithm Based on Adaptive Weight by LI Cheng-yan, SUN Wei, TANG Li-min

“…Furthermore，an adaptive weight was introduced in the strategy of action selection to improve the convergence speed，and the weight was updated adaptively according to the return value after each execution of the action，then the action selection strategy was determined by using the heuristic function. …”
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Selection of Sound Insulating Elements in Hydraulic Excavators Based Onidentification of Vibroacoustic Energy Propagation Paths by Zbigniew DĄBROWSKI, Jacek DZIURDŹ, Radosław PAKOWSKI

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Effect of cochlear implant surgery on vestibular function: meta-analysis study by Iman Ibrahim, Sabrina Daniela da Silva, Bernard Segal, Anthony Zeitouni

“…Study selection Published studies of adult patients who received unilateral or bilateral CIs and whose vestibular function or postural stability was assessed before and after surgery. …”
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Simultaneous detection of pathogens and antimicrobial resistance genes with the open source, cloud-based, CZ ID platform by Dan Lu, Katrina L. Kalantar, Abigail L. Glascock, Victoria T. Chu, Estella S. Guerrero, Nina Bernick, Xochitl Butcher, Kirsty Ewing, Elizabeth Fahsbender, Olivia Holmes, Erin Hoops, Ann E. Jones, Ryan Lim, Suzette McCanny, Lucia Reynoso, Karyna Rosario, Jennifer Tang, Omar Valenzuela, Peter M. Mourani, Amy J. Pickering, Amogelang R. Raphenya, Brian P. Alcock, Andrew G. McArthur, Charles R. Langelier

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INFLUENCE OF HUMAN RESOURCES FUNCTIONS ON ORGANISATIONAL CULTURE AMONG EMPLOYEES OF FEDERAL UNIVERSITY OF AGRICULTURE, SOUTHWEST, NIGERIA by Abiona Grace BOLAJI, Ajao BIODUN, Idowu YOMI

“…Results revealed the mean age of the respondents were 39.2 years, majority (58.9%) were males, 89.1% were married and mean income of the employees were #81,610 per month. Major human resources functions that influenced organizational culture identified were: recruitment and selection (x̅=3.67), performance appraisal (x̅=3.67), career planning (x̅=3.58), training and development (x̅=3.36) and compensation administration (x̅=3.25). …”
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Systematic investigation of photon strength functions with monochromatic γ-ray beams by Gheorghe Ioana, Aumann Thomas, Baumann Martin, van Beek Patrick, Kuchenbrod Philipp, Lalić Nikolina, Scheit Heiko, Symochko Dmytro, Wang Hongwei, Fan Gongtao, Nishio Katsuhisa, Ohtsuki Tsutomu, Suzaki Fumi, Hirose Kentaro, Inagaki Makoto, Ari-izumi Takashi, Garrote Frank L. Bello, Bjørøen Marianne, Eriksen Tomas, Ingeberg Vetle Wegner, Paulsen Wanja, Pedersen Line G., Reaz Fardous, Belyshev Sergey, Stopani Konstantin, Lui Yiu-Wing, Filipescu Dan, Tudora Anabella, Goriely Stephane, Miyamoto Shuji, Utsunomiya Hiroaki

“…Following the main objective of the IAEA Coordinated Research Project on Photonuclear Data and Photon Strength Functions (Code F41032; Duration 2016-2019), new measurements of photoneutron and photofission cross sections in the Giant Dipole Resonance energy region have been performed at the laser Compton-scattering γ-ray source of the NewSUBARU synchrotron radiation facility. …”
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Navigating novel resources: A field test of the effects of small mammal personality on dispersal of Quercus seeds by Ivy Yen, Alessio Mortelliti

“…Personality may be critical to consider in the context of novel seeds as inexperienced individuals may default to specific behavioral tendencies and foraging strategies when deciding if and how to utilize resources. In a large‐scale field experiment in central Maine (USA), we examined seed selection behavior in two species of small mammals (Peromyscus maniculatus and Myodes gapperi) for eight species of Quercus acorns—two of which are native to Maine and six of which are novel to our populations but expected to migrate northward. …”
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The integration of ICT in HR functions: the impact on operational performance by Amira Benachour, Lamine Tarhlissia, Hanane Abdelmalek, Yasmine Cheriti

“…This article examines the impact of Information and Communication Technologies (ICT) on operational performance, focusing on their integration into the human resources (HR) function at Algérie Télécom. The objective is to assess how these technologies influence HR practices and employee management within the company. …”
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Near-source wastewater surveillance of SARS-CoV-2, norovirus, influenza virus and RSV across five different sites in the UK. by Jay C Bullen, Mina Mohaghegh, Fatima Tahir, Charlotte Hammer, Jacob Sims, Frederico Myers, Lucas Eisinger, Ali Reza Kasmati, Claire F Trant

“…The key findings are (1) near-source wastewater detections were linked to local events (staff sickness, enhanced cleaning, changing populations); (2) wastewater detections decreased in the order norovirus GII > norovirus GI > SARS-CoV-2 ≈ influenza A ≈ RSV A > influenza B ≈ RSV B; (3) correlation between near-source wastewater data and national surveillance data increases as a function of catchment size and viral prevalence (examples include the SARS-CoV-2 BA.4/BA.5 variant peak at a museum and wastewater tracking the winter norovirus season); (4) strong weekday periodicity in near-source wastewater SARS-CoV-2 detections, with the correlation against COVID-19 case numbers increasing when modelling variable lag times between faecal shedding onset and clinical diagnosis (R2 = 0.45 increases to 0.84-0.86); (5) a log-linear relationship between the frequency of wastewater SARS-CoV-2 detection and log(catchment size⋅viral prevalence) (R2 = 0.6914-0.9066). …”
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Multivariate assessment of morpho-biochemical and bioactive diversity in Syzygium cumini (L.) Skeels for the selection of superior genotype and breeding applications by Ajay Kumar, Kanhaiya Singh, Jai Prakash, Amit Kumar Goswami, Vishaw Bandhu Patel, Aditya Dnyaneshwar Ingole, Bhupendra Sagore, Gyan Prakash Mishra, Virendra Singh Rana, Rakesh Bhardwaj, Amit Kumar Singh

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The study on the function and cell source of interleukin‐6 in interstitial cystitis/bladder painful syndrome rat model by Zhenming Zheng, Jiapeng Zhang, Caixia Zhang, Wenshuang Li, Kaiqun Ma, Hao Huang, Kuiqing Li, Yousheng Yao

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Spin-dependent edge detection and imaging enabled by optical circularly polarised states by Jiale Chen, Zhao-xian Chen, Zi-xin Zhou, Yan-qing Lu, Jun-long Kou

“…By harnessing the chiral selectivity of the C-points, a high-CD PCS imager can provide two sets of optical transfer functions (OTFs) to facilitate both edge detection and bright-field imaging. …”
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To what extent cultivar selection can affect the environmental impact of rapeseed production? by Seyedeh Samira HabibTabar Shiadeh, Yaser Feizabadi, Armaghan Kosari-Moghaddam

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Toward Compliance and Transparency in Raw Material Sourcing With Blockchain and Edge AI by Abderrahim Khiari, Anas Osman, Massimo Vecchio, Mattia Antonini, Miguel Pincheira

“…This low-power device enables real-time detection of shipment anomalies such as tampering or unauthorized access, even in offline and resource-limited environments. …”
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The temporal scale of energy maximization explains allometric variations in movement decisions of large herbivores by Daniel Fortin, Christopher F. Brooke, Hervé Fritz, Jan A. Venter

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Aligning metrics with meaning: considerations for measurement selection in disability evaluation by Elizabeth Marfeo, Elizabeth Marfeo, Elizabeth K. Rasch, Kathleen Coale, Julia Porcino, Leighton Chan

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Improved UAV Target Detection Model for RT-DETR by Yong He, Yufan Pang, Guolin Ou, Renfeng Xiao, Yifan Tang

“…Furthermore, the Focaler-MPDIoU loss function has been developed to address the challenge of suboptimal localization accuracy for hard-to-detect targets and diminutive targets. …”
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Substitution of non-forage fibre sources for cereal grains and molasses in calf starter on performance and development of ruminal function by D.B. Vagnoni, C. Sousa, M.A. Messman

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