State Characteristic Clustering for Nonintrusive Load Monitoring with Stochastic Behaviours in Smart Grids by Ruotian Yao, Hong Zhou, Dongguo Zhou, Heng Zhang

“…In this paper, a state characteristic clustering (SCC) approach is presented for promoting the performance of event detection in NILM, which makes full use of multidimensional characteristic information. …”
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Investigation of Ambient Aromatic Volatile Organic Compounds in Mosimi Petroleum Products Depot, Sagamu, Nigeria by Ismail Muhibbu-din

“…The extracted solutions were subjected to Flame Ionization Detection analysis in a Gas Chromatograph using a capillary column HP 5MS with length, inner diameter and particle size set at (30 m à 0.25 mm à 0.25 μm). …”
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Early stage E-diagnosis of neurodegenerative diseases using label-free sensing of taurine biomarker by superconductive silver nano-ink: A miniaturized electro-device towards rapid... by Rokhsareh Ebrahimi, Nasrin Shadjou, Mohammad Hasanzadeh, Farnaz Bahavarnia

“…Silver superconductive nano-ink was used for construction of electrochemical device which show high conductivity (about 1800 µA). Sensor fabrication process was characterized by FESEM, EDAX, and AFM methods. …”
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Implementation of Several Data Mining Strategies on Electronic Nose Data for Identifying Gluten in Cheese by Mohammad Nasiri-Galeh, Mahdi Ghasemi-Varnamkhasti

“…Electronic nose is an electronic device for smell detection. The data obtained from this device are stored in the form of numbers in different columns, which are related to the data of two types of cheese namely gluten-free cheese and cheese with gluten. …”
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Elevator fault precursor prediction based on improved LSTM-AE algorithm and TSO-VMD denoising technique. by Hao Cao, Xiaoyan Du

“…The robust capability of the VMD-BILSTM-AEAM algorithm to accurately process and analyze time-series data, even in the presence of noise, highlights its potential for broader applications in predictive maintenance and fault detection across various domains.…”
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Further investigation on microstructure refinement of internal crack initiation region in VHCF regime of high-strength steels by Yukun Chang, Liang Zheng, Xiangnan Pan, Youshi Hong

“…The profile samples prepared by focused ion beam (FIB) in crack initiation region (CIR) and fish-eye (FiE) region of failed specimens subjected to rotary bending (RB) and ultrasonic axial (UL) fatigue testing with various stress ratios (R) were observed by transmission electron microscopy (TEM) with selected area electron diffraction (SAD) detection for two high-strength steels. The grain size and the thickness of nanograin layer along the crack growth path in CIR underneath fine-granular-area (FGA) were measured for the cases of R < 0, and a normalized quantity d* based on the detected SAD patterns was introduced to quantitatively demonstrate the variation of the grain size. …”
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Pharmacotherapeutic Follow-Up and Pharmacovigilance on a Colombian Neurological and Pain Health Service Provider Institution by Milena ORTIZ-RENDÓN, Laura CARDONA-ALZATE

“…Drug interactions found during the process were intervened with the patient or physician, as necessary. …”
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Early identification of cardiac ATTR amyloidosis: a clinical case by A. A. Vedernikov, E. M. Mezhonov, N. Е. Shirokov, V. A. Balina, O. M. Reitblat, D. V. Teffenberg, S. V. Shalaev

“…The article presents a unique clinical observation of hereditary transthyretin (ATTR) amyloidosis mixed phenotype detection during skeletal scintigraphy. In the patient with severe shortness of breath, based on the results of radiological research, an oncological process in the lungs was suspected. …”
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Topical issues of vaccination and epidemiological surveillance over measles and rubella in Ukraine. by G. M. Daragan, T. Yu. Krushinska, D. O. Stepanskiy, I. V. Demchyshyna, I. P. Kolesnikova

“…Despite decades of preventive vaccination, there is a 5-6 years’ cyclicity of measles epidemic process at present time. Measles morbidity increased 46.8 times in 2017 in comparison with 2016. …”
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A Case Report of Ibandronic Acid Induced Non-Exposed BRONJ Involving the Maxillary Sinus by Ioannis Fotopoulos, Vasileios Zisis, Theodoros Lillis, Petros Mourouzis, Dimitrios Andreadis, Athanasios Poulopoulos, Nikolaos Dabarakis

“…Results: Based on the radiological examination, a surgical approach was implemented to remove the necrotic bone, irrigate the alveolar process and the sinus with saline, and finally achieve primary closure, after which, the patient healed uneventfully. …”
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Visualizing DNA polymerase ι catalyze Hoogsteen-directed DNA synthesis by Zach Frevert, Devin T. Reusch, Melissa S. Gildenberg, Sarah M. Jordan, Benjamin J. Ryan, Bret D. Freudenthal, M. Todd Washington

“…While this revealed the structural basis of nucleotide selection during nucleotide binding, it did not allow the visualization of the process of phosphodiester bond formation or the detection of reaction intermediates that form during nucleotide incorporation. …”
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Catalytic auto-oxidation of o-hydroxyphenylthiourea by Iridium(III): A photometric sensing platform for Iridium by A. Sunil, Ashish Deep Chettri, S. Jagadeeswara Rao

“…o-Hydroxyphenylthiourea (HPTU) undergoes oxidative dimerization to form a yellow-colored disulfide in the presence of Iridium(III), a process significantly enhanced by the activator 1,10-phenanthroline. …”
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INFLUENCE OF TYPE OF ORGANIZATIONAL CULTURE IN INSTITUTE OF EDUCATION ON LEVEL OF PROFESSIONAL DEFORMATION OF TEACHERS by Katsiaryna I. Sapeha

“…The greatest development of deformation of teachers is observed on elements of authoritativeness and rigidity, the smallest – on noncriticality of self-perception.Scientific novelty of material is presented for the first time applied sociocultural-interdeterministic dialogical approach to research of professional deformation of personality, that psychological interdeterminant of deformation are allocated, one of structural components of model of ecocultural educational environment – open type of organizational culture in institute of education are described.Practical significance of results consists in detection of opportunities and criteria of formation in institute of formation of ecocultural dialogical environment and its structural component for purpose of timely prevention and overcoming of professional deformation of personality of teachers, to creation of prerequisites for increase of efficiency of interaction among participants of educational process.…”
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Machine learning-based strategies for improving healthcare data quality: an evaluation of accuracy, completeness, and reusability by Agate Jarmakovica

“…Missing values were addressed using K-nearest neighbors imputation, while anomaly detection was performed using ensemble techniques. …”
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Considerations on the choice of experimental parameters in residual stress measurements by hole-drilling and ESPI by C. Barile, C. Casavola, G. Pappalettera, C. Pappalettere

“…In conclusion indications are provided to the scope of optimizing the measurement process together with the identification of the major sources of errors that can arise during the measuring and the analysis stages.…”
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A Novel Method for Automatic Extrinsic Parameter Calibration of RGB-D Cameras by Qin Shi, Huansheng Song, Shijie Sun

“…As a result, it is difficult to simplify the calibration process, and the color sensor gets calibrated instead of the depth sensor. …”
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Current Status and Future Prospects of Adaptability Verification and Evaluation Methods for Rapid Grain Testing Instruments by SHI Jing-rui, LAN Sheng-bin, SHI Heng, DONG De-liang, LI Wei, ZHANG Yu-rong

“… In the field of grain quality and safety supervision, the rapid advancement of new technologies and quick-detection instruments have made ensuring their accuracy and reliability an urgent industry need. …”
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Machine-Learning Models and Global Sensitivity Analyses to Explicitly Estimate Groundwater Presence Validated by Observed Dataset at K-NET in Japan by Mostafa Thabet

“…During the RFR training process, all datasets at the 772 K-NET sites were split into training, validating, and unseen testing datasets with the ratio set at 1:1:11. …”
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Investigation, characterization and prevalence assessment of various fungalcontaminants in sugarcane in vitro cultures by Hariprasath M, Bhukya Srinivas, Shivangi Kansara, Priya John

“… Microbial contamination poses a significant challenge during the tissue culture process. The current investigation focuses on examining fungal contaminants in in vitro cultures of two distinct sugarcane varieties, CoN 13073 and CoN 707, aiming at their detection,  isolation,  and  identification.  …”
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Research progress and prospect of key technologies of fruit target recognition for robotic fruit picking by Shaohua Liu, Jinlin Xue, Tianyu Zhang, Pengfei Lv, Huanhuan Qin, Tianxing Zhao

“…Then, we focus on the relevant contents of fruit target recognition methods based on deep learning, including the target recognition process, the preparation and classification of the dataset, and the research results of target recognition algorithms in classification, detection, segmentation, and compression acceleration of target recognition network models. …”
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