Research on fault diagnosis of amorphous alloy transformers by using vibration signals and a PSO-optimized full-process WPT-SVM model by Daosheng Liu, Wentao Yang, Longsheng Liu, Zhe Zhao

“…Therefore, in order to solve the AMT vibration monitoring problem and enhance the diagnostic efficiency, this study proposes an AMT fault diagnosis model based on particle swarm optimization (PSO) to optimize the parameters of wavelet packet transform (WPT) and support vector machine (SVM).The optimal vibration signal acquisition point is determined by finite element analysis to ensure high signal quality. …”
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Mechanomorphism—From Mechanical Dolls to Cyborgs: How Animation Characters Transform Under the Dominating Technogenic Paradigm / Механоморфизм: от механической куклы к киборгам. Тр... by KRIVULYA NATALIA G. / КРИВУЛЯ Н.Г.

“…Not only has the position of the artificial towards the human altered: the distance between the two is also reducing, and they even come towards the point of convergence. Artificial beings appear as more perfect creatures, the main function of which is to save and preserve humans as a species. …”
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Double weighted k nearest neighbours for binary classification of high dimensional genomic data by Amjad Ali, Zardad Khan, Hailiang Du, Saeed Aldahmani

“…To achieve this goal, the estimated weighted distances from the observations in the k nearest neighbourhood to the test point are used in an exponential function. The outputs of the function are summed for both the classes separately and the test point is assigned the class label with the largest sum. …”
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Units mechanization for improving mountain slope areas by Soldatova I.E., Gulueva L.R.

“…The indicators of testing conditions and functional indicators of the machine performance were determined according to the industry standard OST 10.5.1-2000, according to the industry standard, OST 10.7.1.-2000. …”
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Confirmation of driving principle by weight analysis of Integration Neural Network and extension of deductive approximator by Yoshiharu IWATA, Hidefumi WAKAMATSU

“…The integral neural network is a linear approximator using deductive knowledge that constrains the shape of the approximate curve between learning points by multiple regression analysis in which the basis function is determined by deductive information and an inductive learning method that suppresses overlearning of the linear approximator by compensating factors that are not expressed in the basis function by deductive information of the linear approximator. …”
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Video-urodynamic Profile in Postoperative Cases of Lumbosacral Myelomeningocele with Neurogenic Bladder by Dipanjan Goswami, Gaurav Saxena, Sujoy Neogi, Simmi K Ratan, Prafull Kumar, Chiranjiv Kumar, Md. Fahim Ahmad

“…The VUDS parameters and presence of VUR were noted along with sonographic evaluation of the urinary tract as well as renal function tests. VUDS was done using the HERMES model, and micturating cystourethrography films were taken using the C-arm fluoroscopy machine. …”
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CLOUD COMPUTING AND BIG DATA AS CONVERGENT TECHNOLOGIES FOR RETAIL PRICING STRATEGIES OF SMEs by George SUCIU, Gyorgy TODORAN, Adelina OCHIAN, Victor SUCIU, Janna CROPOTOVA

“…Online business decision systems are at the core point of an SMEs management and reporting activities. …”
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Feature engineering for fault detection and diagnosis in Power Transmission Lines using a tree-based approach by Hassan N. Noura, Zaid Allal, Ola Salman, Khaled Chahine

“…The Power Transmission Line (PTL) is a pivotal infrastructure in the efficient distribution of electrical power, connecting the source generating stations to end-point consumers. This intricate system utilizes various components of diverse sizes and functionalities to transmit power. …”
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Ambient air pollution undermines chemosensory sensitivity – a global perspective by Anna Oleszkiewicz, Andrea Pozzer, Jonathan Williams, Thomas Hummel

“…Our findings indicate that air pollution negatively affects olfactory function and has cumulative negative effects with aging. …”
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An estimation method of lightning-voltage sag severity based on adaptive association rule mining by WANG Ying, LEI Lei, HU Wenxi, XIAO Xianyong

“…In view of lightning, which is the main cause of voltage sag, the widely deployed lightning location system has the function of predicting lightning activity parameters. …”
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Semaglutide in MASLD Patients: Improved Survival and Liver Outcomes by Mohamad Suki, Johnny Amer, Yael Milgrom, Muhammad Massarwa, Wadi Hazou, Yariv Tiram, Ofer Perzon, Yousra Sharif, Joseph Sackran, Revital Alon, Nachum Emil Eliezer Lourie, Itamar Raz, Ashraf Imam, Abed Khalaileh, Rifaat Safadi

“…After one year, the SEMA group demonstrated ~one BMI point reduction but maintained significantly higher BMI (35.51 ± 6.34 vs. 34.11 ± 6.64, <i>p</i> < 0.001). …”
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Rapid response electroencephalography decreases time to seizure diagnosis in pediatric acute care patients by Nevedha Rajan, Toni Kavanagh, Maite LaVega‐Talbott, Sandeep Gangadharan

“…Rapid response EEG (rrEEG) device Ceribell and its Brain Stethoscope function can be used and interpreted rapidly by bedside providers with minimal training. …”
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Activity cliff-aware reinforcement learning for de novo drug design by Xiuyuan Hu, Guoqing Liu, Yang Zhao, Hao Zhang

“…ACARL’s primary technical contributions include the formulation of an activity cliff index to detect these critical points, and a contrastive RL loss function that dynamically enhances the generation of activity cliff compounds, optimizing the model for high-impact SAR regions. …”
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Engine Mass Flow Estimation through Neural Network Modeling in Semi-Transient Conditions: A New Calibration Approach by T. Savioli, M. Pampanini, G. Visani, L. Esposito, C. A. Rinaldini

“…Then, the volumetric efficiency calculated from the air mass flow model estimation is used to calibrate the transfer function of the Engine Control Unit. Finally, the sensitivity of the model error correlated with the number of data points acquired is used in order to determine the best practice for a Design Of Experiment, which minimizes data acquisition. …”
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About a Routing Problem of the Tool Motion on Sheet Cutting by A. A. Petunin, A. G. Chentsov, P. A. Chentsov

“…Cutting points and points of tool cut-off are items (cities) of the above-mentioned megalopolises. …”
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Cost-sensitive multi-kernel ELM based on reduced expectation kernel auto-encoder. by Liang Yixuan

“…ELM (Extreme learning machine) has drawn great attention due its high training speed and outstanding generalization performance. …”
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Intervention Effects of the Holistic Physio-Cognitive Rehabilitation for Alzheimer Disease and Mild Cognitive Impairment by Aiko Osawa, Shinichiro Maeshima, Masaki Kamiya, Ikue Ueda, Naoki Itoh, Izumi Kondo, Hidenori Arai

“…Although a complex rehabilitation program that includes exercise, cognitive tasks, and family guidance improves physical ability in people with dementia and mild cognitive impairment (MCI), the effects on cognitive function and ADL remain unclear. We conducted this study to clarify this point. …”
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Mechanical Characteristics of Variable Cross-Section Immersed Tunnels under Spatial Differential Settlement by Chunshan Yang, Yatian Wang, Lixin Wei, Yizhen Chen

“…The force on the shear keys varies with the quadratic function of the longitudinal bending degree, and the dislocation magnitude has a positive near-linear relationship with the bending degree. …”
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Error Analysis and Compensation of 3‒PTT Parallel Robot by CHEN Mingfang, LIANG Hongjian, WEI Songpo, HE Chaoyin

“…In addition, the error source of the robot mainly consists of parts machining, assembly positioning, and others, and it is proposed in this study that the 3‒PTT parallel robot contains a total of 21 error terms, hinge point installation coordination error, and link length error. …”
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Automated Microfluidic Platform for High‐Throughput Biosensor Development by Shitanshu Devrani, Daniel Tietze, Alesia A. Tietze

“…The platform's utility is demonstrated on functionalized with an amino terminal Cu(II)‐ and Ni(II)‐binding (ATCUN) peptide ion track‐etched membrane. …”
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