Antioptimisation of Trusses Using Two-Level Population-Based Incremental Learning by Phinit Tontragunrat, Sujin Bureerat

“…There have been several ways to deal with such optimisation problems, and one of the approaches is an antioptimisation process. The task is to find the optimum solution of common design variables while simultaneously searching for the worst case scenario of those parameters with uncertainties. …”
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Pedagogical management in the digital educational environment: Theoretical aspect by S. S. Kulikova, O. V. Yakovleva

“…For this, it is important to understand the new nature and features of the implementation of pedagogical management in the context of the global digitalisation process.Aim. The aim of the paper is to comprehend the systemic changes associated with pedagogical management in the digital educational environment, to study the new content of the structural components of pedagogical management.Methodology and research methods. …”
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Role of Lysogenic Phages in the Dissemination of Antibiotic Resistance Genes Applied in the Food Chain by Rafael Dorighello Cadamuro, Mariana Alves Elois, Giulia Von Tönnemann Pilati, Beatriz Pereira Savi, Leonardo Pessi, Yasmin Ferreira Souza Hoffmann Jempierre, David Rodríguez-Lázaro, Gislaine Fongaro

“…Future research should aim to quantify these processes in real-world settings and develop strategies to mitigate the risks associated with lysogenic phages in food systems.…”
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Data of vegetation structure metrics retrieved from airborne laser scanning surveys for European demonstration sitesZenodo by W. Daniel Kissling, Wessel Mulder, Jinhu Wang, Yifang Shi

“…The raw ALS point clouds were clipped to the site boundaries and processed with the 'Laserfarm' workflow, a standardized computational workflow that includes modular pipelines for re-tiling, normalization, feature extraction, and rasterization. …”
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Vertical Integration on Russian Metallurgical Market: Preconditions and Consequences by E. A. Braiko

“…The article analyzes the process of building metallurgical industry in Russia, key landmarks of its formation, which led to its current standing as vertically integrated companies. …”
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TEACHER'S PROFESSIONAL DEVELOPMENT: PSYCHOLOGICAL MECHANISMS AND DETERMINANTS by E. V. Yezhak

“…The significance of the teacher’s subjected involvement in the process of self-development is shown. Contradictions of the present-day teaching practice are described and structured. …”
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Identifying daily life vulnerability and regional homeostasis: verbalising homeostasis landscape in regional policy for disaster areas of Tohoku, Japan by Setsuko Onoda

“…If we view vulnerabilities as part of the regional complementary process, they can serve as multi-faceted political vectors for reform. …”
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Identification and analysis of S-genotypes in 23 new pear cultivars by WANG Yanan, ZHANG Xiangzhan, WANG Suke, SU Yanli, WANG Long, XUE Huabai

“…The S gene product within the style is a glycoprotein with ribonuclease (RNase) activity, known as S-RNase, which specifically regulates the recognition process between pollen and pistil. In commercial production, the rational configuration of pollinizer trees or the implementation of supplementary measures，like artificial pollination，is essential to ensure successful fruit set. …”
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Exploring Mortality and Prognostic Factors of Heart Failure with In-Hospital and Emergency Patients by Electronic Medical Records: A Machine Learning Approach by Yu CS, Wu JL, Shih CM, Chiu KL, Chen YD, Chang TH

“…After a series of data pre-processing in the electronic medical record system, several machine learning models were used to evaluate predictions of HF mortality. …”
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Deep Learning Shield Attitude Prediction Model Based on Grey Correlation Analysis by Ke MAN, Zongxu LIU, Yan SHANG, Zhifei SONG, Xiaoli LIU, Bao SU

“…The DWT–LSTM–SVR stacking ensemble prediction model was obtained by optimally weighting the processed data after prediction by two single models separately. …”
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Classification of Individuals With COVID-19 and Post–COVID-19 Condition and Healthy Controls Using Heart Rate Variability: Machine Learning Study With a Near–Real-Time Monitoring C... by Carlos Alberto Sanches, Andre Felipe Henriques Librantz, Luciana Maria Malosá Sampaio, Peterson Adriano Belan

“…ObjectiveThis study aimed to identify HRV patterns capable of distinguishing individuals with active COVID-19 and post–COVID-19 condition and healthy controls using data collected from wearable devices and processed using machine learning models. A secondary objective was to assess the feasibility of a near–real-time health monitoring system based on these patterns using wearable-derived HRV data. …”
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Surface Classification from Robot Internal Measurement Unit Time-Series Data Using Cascaded and Parallel Deep Learning Fusion Models by Ghaith Al-refai, Dina Karasneh, Hisham Elmoaqet, Mutaz Ryalat, Natheer Almtireen

“…The second model is a parallel fusion model, which processes sensor data through both a CNN and an LSTM simultaneously before concatenating the resulting feature vectors and then passing them to a multi-head attention mechanism. …”
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Media Ecologies of the ‘Extractive View’ by Gökçe Önal

“…Abstract Extraction displaces materials and reorganises habitats by accumulating resources – a process that renders populations and natural reserves as extractable data to be mobilised in systems of metabolic exchange. …”
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Knowledge-data-driven power flow calculation for lowvoltage active distribution network considering gray data by LIU Siliang, ZHENG Zenan, ZHANG Yongjun, YI Yingqi, CHI Yuquan

“…A multi-channel convolutional network is designed by incorporating a three-phase linearized power flow model. This network processes voltage, active power, and reactive power through independent channels, with convolutional kernel weights initialized using resistance (R) and reactance (X) parameters. …”
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Prevalence of Trypanosoma Cruzi antibodies in blood donors from the Sao Paulo State, Brazil, between 2012 and 2014 by Svetoslav Nanev Slavov, Katia Kaori Otaguiri, Mariana Tomazini Pinto, Vanderléia Bárbaro Valente, Eugênia Maria Amorim Ubiali, Dimas Tadeu Covas, Simone Kashima

“…Though natural transmission by insect vectors has been controlled, there is significant risk of T. cruzi transmission by blood transfusion in non-endemic regions, generally due to immigration processes from endemic areas. …”
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Landscape of small nucleic acid therapeutics: moving from the bench to the clinic as next-generation medicines by Mohan Liu, Yusi Wang, Yibing Zhang, Die Hu, Lin Tang, Bailing Zhou, Li Yang

“…Abstract The ability of small nucleic acids to modulate gene expression via a range of processes has been widely explored. Compared with conventional treatments, small nucleic acid therapeutics have the potential to achieve long-lasting or even curative effects via gene editing. …”
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An Efficient Optimal CapsNet Model-Based Computer-Aided Diagnosis for Gastrointestinal Cancer Classification by Fahdah A Almarshad, Prasanalakshmi Balaji, Liyakathunisa Syed, Eman Aljohani, Santhi Muttipoll Dharmarajlu, Thavavel Vaiyapuri, Nourah Ali AlAseem

“…To achieve it, the SOADL-GCC model employs a bilateral filtering (BF) approach for the noise removal process and enhances image quality. Besides, the SOADL-GCC technique uses a capsule network (CapsNet) model for deriving the feature vectors from preprocessed images. …”
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The Surface Water and Ocean Topography Mission (SWOT) Prior Lake Database (PLD): Lake Mask and Operational Auxiliaries by Jida Wang, Claire Pottier, Cécile Cazals, Marjorie Battude, Yongwei Sheng, Chunqiao Song, Md Safat Sikder, Xiao Yang, Linghong Ke, Manon Delhoume, Marielle Gosset, Rafael Reis Alencar Oliveira, Manuela Grippa, Félix Girard, George H. Allen, Xiangtao Xu, Xiaolin Zhu, Sylvain Biancamaria, Laurence C. Smith, Jean‐François Crétaux, Tamlin M. Pavelsky

“…The PLD will be recursively improved throughout the mission lifetime and serves as a critical framework for organizing, processing, and interpreting SWOT observations over lacustrine environments with fundamental significance to lake system science.…”
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Theoretical and methodological principles of building a competitive enterprise strategy by І. Bozhydai

“…The article is devoted to theoretical and methodological principles of competitive enterprise strategy. The process of forming a competitive strategy requires a comprehensive approach, a sound analytical stage, and must comply with certain principles. …”
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Advancing Grapevine Disease Detection Through Airborne Imaging: A Pilot Study in Emilia-Romagna (Italy) by Virginia Strati, Matteo Albéri, Alessio Barbagli, Stefano Boncompagni, Luca Casoli, Enrico Chiarelli, Ruggero Colla, Tommaso Colonna, Nedime Irem Elek, Gabriele Galli, Fabio Gallorini, Enrico Guastaldi, Ghulam Hasnain, Nicola Lopane, Andrea Maino, Fabio Mantovani, Filippo Mantovani, Gian Lorenzo Mazzoli, Federica Migliorini, Dario Petrone, Silvio Pierini, Kassandra Giulia Cristina Raptis, Rocchina Tiso

“…These images were then processed through an automated analysis leveraging RGB-based spectral indices (Green–Red Vegetation Index—GRVI, Green–Blue Vegetation Index—GBVI, and Blue–Red Vegetation Index—BRVI). …”
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