Review and empirical analysis of machine learning-based software effort estimation by Rahman, Mizanur, Sarwar, Hasan, Abdul Kader, Md, Goncalves, Teresa C.F., Ting, Tin Tin

“…Enhanced estimation supports the development of better predictive models for software project time, cost, and staffing needs. The findings aim to guide future research directions and tool development toward the most accurate machine learning approaches for modelling software development effort, costs, and delivery schedules, ultimately contributing to more efficient and cost-effective software projects.…”
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The design and development of a multimedia reading application for pre-schoolers as a foundation in the area of TVET by Suhaizal, Hashim, Nur Zahira, Mohamed Zahir, Nuraini Hanisah, Maleki, Mohd Hasril, Amiruddin, Mohd Erfy, Ismail, Eh Phon, Danakorn Nincarean

“…Professionals who believe that this multimedia application is useful as one of the self-learning mediums have responded favourably to the study's findings about how this multimedia application functions in terms of assisting pre-schoolers in learning to read from the aspects of content design, interaction, and interface. …”
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Two-Dimensional MXene as a Promising Adsorbent for Trihalomethanes Removal: A Density-Functional Theory Study by Gomaa, Islam, Hosny, Nasser Mohammed, Elhaes, Hanan, Ezzat, Hend A., Elmahgary, Maryam G., Ibrahim, Medhat A.

“…Notably, THs such as trichloromethane (CHCl₃), bromide-chloromethane (CHBrCl₂), and dibromochloromethane (CHBr₂Cl) demonstrate the highest TDM values, indicating substantial changes in electronic and optical parameters, with TDM values of 16.363, 15.998, and 16.017 Debye, respectively. These findings highlight the potential of the MXene-Cl layer as an effective adsorbent and detector for CHF₃, CHClF₂, CHCl₃, CHBrCl₂, and CHBr₂Cl. …”
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Selective fluoride removal from groundwater using CNT-CeO2 electrodes in capacitive deionization (CDI) by Liu, Xun, Rehman, Danyal, Shu, Yufei, Liu, Bei, Wang, Li, Li, Li, Wang, Mengxia, Wang, Kunkun, Han, Qi, Zang, Linlin, Lienhard, John H., Wang, Zhongying

“…A carbon nanotube-CeO2 (CNT-CeO2) electrode is employed for the electro-sorption of fluoride ions. Our findings are compelling: when processing a mixed F−/Cl− solution comprising 10 mg/L F− and 100 mg/L Cl−, the CNT-CeO2 electrode is seen to reduce the concentration of F− ions to 1.5 mg/L in just 150 min, amounting to an 85 % F− removal efficiency, while the Cl− removal efficiency remains below 2 %. …”
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Advancing healthcare with artificial intelligence: diagnostic accuracy of machine learning algorithm in diagnosis of diabetic retinopathy in the Brazilian population by dos Reis, Mateus A., Künas, Cristiano A., da Silva Araújo, Thiago, Schneiders, Josiane, de Azevedo, Pietro B., Nakayama, Luis F., Rados, Dimitris R. V., Umpierre, Roberto N., Berwanger, Otávio, Lavinsky, Daniel, Malerbi, Fernando K., Navaux, Philippe O. A., Schaan, Beatriz D.

“…Conclusions A large database showed that this deep learning algorithm was accurate in detecting referable DR. This finding aids to universal healthcare systems like Brazil, optimizing screening processes and can serve as a tool for improving DR screening, making it more agile and expanding care access.…”
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Regulation of the hif-1-dependent hypoxic stress response by C. elegans by Diehl, Calista Sorine

“…Secondly, we found that loss of the neprilysin metallopeptidase, nep-2, suppressed the egl-9 Egl phenotype through the degradation of multiple neuropeptides including the known NEP-2 target SNET-1. Our findings reveal two different pathways that function downstream of egl-9 to regulate aspects of the hypoxic stress response, both providing a new pathway with which to study the neuromuscular control of egg laying using NEP-2, and critically showing the integration of the evolutionarily conserved hypoxic-stress response and nonsense-mediated decay pathways.…”
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Mesoscale Brain Mapping: Bridging Scales and Modalities in Neuroimaging – A Symposium Review by Marchant, Joshua K., Ferris, Natalie G., Grass, Diana, Allen, Magdelena S., Gopalakrishnan, Vivek, Olchanyi, Mark, Sehgal, Devang, Sheft, Maxina, Strom, Amelia, Bilgic, Berkin, Edlow, Brian, Hillman, Elizabeth M. C., Juttukonda, Meher R., Lewis, Laura

“…Many CMM faculty presented or participated in a panel discussion, thus contributing to the dissemination of both the technologies they have developed under the auspices of the CMM and the findings they have obtained using those technologies. …”
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Visual Acuity Outcomes and Influencing Factors in a Cohort of UK Real-World Diabetic Macular Oedema Patients During the First Two Years of Anti-VEGF Treatment by Wen, Qing, Karcher, Helene, Wright, David M., Sinha, Samriddhi Buxy, Chakravarthy, Usha, Santos, Catarina, Igwe, Franklin, Salongcay, Recivall, Curran, Katie, Peto, Tunde

“…An elder age, a better baseline VA, low annual injection numbers (<5), and less frequent injection intervals (≥12 weeks) were negatively associated with ISVA success in the first two years. These findings have implications for managing patient expectations, allocating resources, and understanding DMO clinical management.…”
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Application of in vitro erythropoiesis from bone marrow derived progenitors to detect and study genotoxicity by Shuga, Joseph F. (Joseph Francis)

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Creative AI : a data-driven design approach for creative online ad optimisation using artificial intelligence and big data by Phay, Han

“…Performance data for the ads are presented, as well as a discussion on the implications of the findings, specifically on the positive potentials of data-driven design and the importance of ad agencies becoming like tech companies. …”
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Investigating the role of self-sacrificing prosociality in intragroup and intergroup contexts by Katna, Dashalini P.

“…Studies 4 to 6 integrated the findings into a serial mediational pathway from identity fusion to outgroup aggression, through self-sacrificial readiness and anticipations of outgroup hostility. …”
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Impact of hypertension on retinal capillary microvasculature using optical coherence tomographic angiography by Chua, Jacqueline, Chin, Calvin Woon Loong, Hong, Jimmy, Chee, Miao Li, Le, Thu-Thao, Ting, Daniel Shu Wei, Wong, Tien Yin, Schmetterer, Leopold

“…Conclusion: In adults with treated systemic hypertension, retinal capillary density reduced with higher BP and poorer eGFR. These findings highlight the potential role of OCT-A to study early microvascular changes because of systemic hypertension.…”
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Active control of broadband sound through the open aperture of a full-sized domestic window by Lam, Bhan, Shi, Dongyuan, Gan, Woon-Seng, Elliott, Stephen J., Nishimura, Masaharu

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Genomic insights into Vibrio cholerae O1 responsible for cholera epidemics in Tanzania between 1993 and 2017 by Hounmanou, Yaovi Mahuton Gildas, Leekitcharoenphon, Pimlapas, Kudirkiene, Egle, Mdegela, Robinson H., Hendriksen, Rene S., Olsen, John Elmerdahl, Dalsgaard, Anders

“…Methodology / Principal findings: Genome-wide analysis was performed to characterize V. cholerae O1 responsible for the Tanzanian 2015-2017 outbreak along with strains causing outbreaks in the country for the past three decades. …”
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Research into the impacts of electronic road pricing and in-vehicle unit on commercial drivers' perception and behaviour by Ang, Shang Le

“…With the survey results and feedback from drivers, the report is able to give recommendations on how to improve the OBU design and enhance its user experience. Based on the findings of the study, commercial drivers are negative when it comes to Road Pricing Scheme (RPS) in Singapore. …”
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Structure-aware generation network for recipe generation from images by Wang, Hao, Lin, Guosheng, Hoi, Steven C. H., Miao, Chunyan

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Constructing 3D self-supporting surfaces with isotropic stress using 4D minimal hypersurfaces of revolution by Ma, Long, He, Ying, Sun, Qian, Zhou, Yuanfeng, Zhang, Caiming, Wang, Wenping

“…Armed with our theoretical findings, we develop an iterative algorithm to construct 3D self-supporting surfaces from triangle meshes. …”
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A hybrid bandit framework for diversified recommendation by Ding, Qinxu, Liu, Yong, Miao, Chunyan, Cheng, Fei, Tang, Haihong

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Speeding up deep neural network training with decoupled and analytic learning by Zhuang, Huiping

“…The first challenge lies in the difficulty of finding analytical solutions for multilayer networks. …”
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Strong edge stress in molecularly thin organic-inorganic hybrid ruddlesden-popper perovskites and modulations of their edge electronic properties by Kripalani, Devesh Raju, Cai, Yongqing, Lou, Jun, Zhou, Kun

“…Moreover, the desorption energy of the organic molecule can also be much lower at the free edges, making it easier for functionalization and/or substitution events to take place. The findings reported in this work elucidate the underlying mechanisms responsible for edge states in HRPPs and will be important in guiding the rational design and development of high-performance layer-edge devices. …”
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