Comparative Analysis of ARIMA, Prophet, and Glmnet for Long Term Evolution (LTE) Base Station Traffic Forecasting by Tutun Juhana, Hajiar Yuliana, . Hendrawan, . Iskandar, Yasuo Musashi

“…The study begins with dataset description and preparation, followed by the selection of traffic forecasting models, and concludes with performance evaluation based on metrics such as Mean Absolute Error (MAE), Mean Absolute Percentage Error (MAPE), Symmetric Mean Absolute Percentage Error (SMAPE), Root Mean Squared Error (RMSE), and Coefficient of Determination (R²). The main contribution of this research is a comprehensive comparison of the three forecasting methods, aiding practitioners and researchers in identifying the best prediction model for specific contexts. …”
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Financial Planning and Self-control on Retirement Well-being through Financial Behaviour: Evidence from a Developing Country by P. A. N. S. Anuradha, T. Udayangani, G. S. Jayarathna

“…Results highlight the critical role that financial behaviour plays in determining retirement well-being, with efficient financial planning having a greater impact than self-control. …”
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Alzheimer's Prevention Initiative Generation Program: Development of an APOE genetic counseling and disclosure process in the context of clinical trials by Carolyn M. Langlois, Angela Bradbury, Elisabeth M. Wood, J. Scott Roberts, Scott Y.H. Kim, Marie‐Emmanuelle Riviere, Fonda Liu, Eric M. Reiman, Pierre N. Tariot, Jason Karlawish, Jessica B. Langbaum

“…Abstract Introduction As the number of Alzheimer's disease (AD) prevention studies grows, many individuals will need to learn their genetic and/or biomarker risk for the disease to determine trial eligibility. An alternative to traditional models of genetic counseling and disclosure is needed to provide comprehensive standardized counseling and disclosure of apolipoprotein E (APOE) results efficiently, safely, and effectively in the context of AD prevention trials. …”
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Exploring individual differences in online and face-to-face help-seeking intentions in case of impending mental health problems: The role of adult attachment, perceived social supp... by Jennifer Apolinário-Hagen, Annina Trachsel Dugo, Lisa Anhorn, Britta Holsten, Verena Werner, Simone Krebs

“…Background: Even though common mental health problems such as depression are a global burden calling for efficient prevention strategies, still many distressed individuals face hurdles to access public mental healthcare. …”
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Overcoming challenges in metagenomic AMR surveillance with nanopore sequencing: a case study on fluoroquinolone resistance by Bram Bloemen, Bram Bloemen, Mathieu Gand, Moniek Ringenier, Bert Bogaerts, Kevin Vanneste, Kathleen Marchal, Kathleen Marchal, Nancy H. C. Roosens, Jeroen Dewulf, Filip Boyen, Sigrid C. J. De Keersmaecker

“…However, technical challenges such as difficulties in associating antimicrobial resistance genes with their bacterial hosts and the collapse of strain-level variation during metagenome assembly, hinder its implementation.MethodsTo illustrate how these challenges can be overcome, we applied Oxford Nanopore Technologies long-read metagenomic sequencing and novel bioinformatic methods to a case study focused on fluoroquinolone resistance in chicken fecal samples.ResultsWe demonstrate plasmid-host linking based on detecting common DNA methylation signatures. …”
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Population fluctuation of Melanagromyza sojae (Diptera: Agromyzidae) on chickpea and soybean crops and update of its geographical distribution in Argentina by Augusto S. Casmuz, Martin A. Vera, Lourdes L. Suarez, Jerson C. Guedes, Gerardo Gastaminza, Maria G. Murua

“…It is of vital importance to develop effective control methods, to research and recommend efficient management strategies and control methods for M. sojae in chickpea.…”
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Combined use of near infrared spectroscopy and chemometrics for the simultaneous detection of multiple illicit additions in wheat flour by Xinyi Dong, Ying Dong, Jinming Liu, Siting Wu

“…Traditional detection methods are time-consuming and unsuitable for routine screening, creating an urgent need for rapid, non-destructive techniques. …”
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Enhancing postharvest food safety: the essential role of non-thermal technologies in combating fungal contamination and mycotoxins by Junior Bernardo Molina-Hernandez, Junior Bernardo Molina-Hernandez, Carlos David Grande-Tovar, Lilia Neri, Johannes Delgado-Ospina, Massimiliano Rinaldi, Gustavo Adolfo Cordero-Bueso, Clemencia Chaves-López

“…The innovative non-thermal methods discussed here have been shown to be safe and efficient tools for reducing food mold contamination and infection. …”
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Toxicity, Half-Life and Antitumor Activity of Phenyl 4-(2-Oxo-3-alkylimidazolidin-1-yl)benzenesulfonates as Novel Antimitotic CYP1A1-Targeted Prodrugs in Female Mouse Models by Atziri Corin Chavez Alvarez, Chahrazed Bouzriba, Vincent Ouellette, Mathieu Gagné-Boulet, Alexandre Patenaude, Sylvie Pilote, René C.-Gaudreault, Chantale Simard, Sébastien Fortin

“…Our screening program studies of PAIB-SO chemolibraries selected three prototypical PAIB-SOs as antimitotic prodrugs amenable for studies using BC animal models. <b>Methods</b>: Healthy female CD1^® IGS mice were treated with three prototypical PAIB-SOs, namely CEU-835, -934, and -938, for the determination of their toxicity and half-lives. …”
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Improving accelerated aging and electrical conductivity tests to assess popcorn seed vigor by Brenda Santos Pontes, Hugo César Rodrigues Moreira Catão, Maurício Alves de Oliveira Filho, Ana Laura Costa Santos, Rossana Bertaglia Zanetti

“…This study fine-tuned the methods for testing electrical conductivity and accelerated aging to determine popcorn seed vigor. …”
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Amniocar as a proliferative medium for mesenchymal cells by V. V. Chestkov, V. Yu. Tabakov, Yu. V. Shchepkina

“…To study proliferative activity of the medium on cultures of HUVEC cells of mesenchymal origin and mesenchymal stromal cells, as well as on cell culture of human amniotic fluid.Materials and methods. Determination of the rate of accumulation of the cellular mass and cell morphology in the course of cultivation of cells of various histogenesis in the Amniocar medium and nutrient medium that contains 10 % of FCS.Results. …”
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A Prototype for Computing the Distance of Features of High-Pressure Die-Cast Aluminum Products by Luis Alberto Arroniz Alcántara, Óscar Hernández-Uribe, Leonor Adriana Cárdenas-Robledo, José Alejandro Fernández Ramírez

“…In response, suppliers must react by improving the flexibility of their means of production and making the changeover process more efficient and agile to avoid monetary losses. This article reports a prototype that uses computer vision, deep learning algorithms, and mathematical methods to derive the spatial position (x, y, z) of features of the machined parts of high-pressure die-casting (HPDC) aluminum products. …”
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Improving TMJ Diagnosis: A Deep Learning Approach for Detecting Mandibular Condyle Bone Changes by Kader Azlağ Pekince, Adem Pekince, Buse Yaren Kazangirler

“…The results demonstrate that CNN-based methods are highly successful in determining mandibular condyle bone changes. …”
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An innovative and mass-sensitive quartz tuning fork (QTF) biosensor for GFAP detection: A novel approach for traumatic brain injury diagnosis by Burcu Özcan, İnci Uludağ Anıl, Mehmet Altay Ünal, Fikret Arı, Mustafa Kemal Sezgintürk, Sibel Ayşıl Özkan

“…In contrast to conventional neuroimaging methods, which are resource-intensive and frequently inaccessible in emergency situations, this innovative biosensor offers a portable, cost-effective, and efficient alternative for rapid GFAP measurement. …”
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Objective and Automated Quantification of Instrument Handling for Open Surgical Suturing Skill Assessment: A Simulation-Based Study by Simar P. Singh, Amir Mehdi Shayan, Jianxin Gao, Joseph Bible, Richard E. Groff, Ravikiran Singapogu

“…As hardware advancements offer more complex, unique sensors, determining effective task performance measures becomes imperative for efficient suturing training. …”
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Real-time mobile broadband quality of service prediction using AI-driven customer-centric approach by Ayokunle A. Akinlabi, Folasade M. Dahunsi, Jide J. Popoola, Lawrence B. Okegbemi

“…<p>Statistical methods employed in evaluating the quality of service (performance) of mobile broadband (MBB) networks face drawbacks relating to the accurate and reliable processing of the huge amounts of heterogenous real time traffic data generated from MBB networks. …”
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Are Functional Performance Test Scores Better When Compared to Baseline or Contralateral Limb Scores Following LE Injury in Adolescent Athletes? by Edward Jones, Jessica Jochum, Hannah Corn, Michaela O'Brien, Melissa Parks, Jamal Armoush, Amanda Annee

“…These results could make preseason testing more efficient when creating a reference for determining RTP readiness following lower extremity injury.…”
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Evaluation of fresh juice of strawberries at different degrees of ripeness using electronic nose and electronic tongue by GAO Li-ping, WANG Jun, CUI Shao-qing

“…However, the combination of e-nose and e-tongue with PLS could more efficiently predict soluble solids content, Vc content, total acid content and pH value (Fig. 11), among which the correction and prediction coefficient of determination of total acid content increased to 0.965 and 0.908, respectively.In conclusion, the combination of e-nose and e-tongue reveals better abilities to discriminate and predict fresh juice, which is confirmed to be a general detection for the comprehensive smell and taste information.…”
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hERGAT: predicting hERG blockers using graph attention mechanism through atom- and molecule-level interaction analyses by Dohyeon Lee, Sunyong Yoo

“…Many in silico models have been developed to predict hERG blockers, which can efficiently save time and resources. However, previous methods have found it hard to achieve high performance and to interpret the predictive results. …”
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VZV Prophylaxis After Allogeneic Hematopoietic Stem Cell Transplantation in Children: When to Stop? by Eva deBerranger, Anne‐Flore Derache, Nassima Ramdane, Julien Labreuche, Pauline Navarin, Fanny Gonzales, Wadih Abou‐Chahla, Brigitte Nelken, Bénédicte Bruno

“…Aims This single center retrospective study tried to determine if the lymphocytes immunophenotyping could help to determine the duration of prophylaxis, and evaluated complications, and associated risk factors for VZV infection. …”
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