TREET: TRansfer Entropy Estimation via Transformers by Omer Luxembourg, Dor Tsur, Haim Permuter

“…Finally, we apply TREET to feature analysis of patients with Apnea, demonstrating its applicability to real-world physiological data. …”
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Ultra-low-noise hybrid III–V/Si3N4 laser achieving wide-range wavelength switching by Yilin Wu, Shuai Shao, Sigang Yang, Hongwei Chen, Minghua Chen

“…Here, we address these problems by demonstrating a stress-optic-actuated hybrid III–V/Si3N4 laser. …”
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GRANICE UPRAWNIEŃ KIEROWNICZYCH PRACODAWCY W STOSUNKU PRACY by Tomasz Duraj

“…The appropriate configuration of these limits may help to solve one of the fundamental problems of modern labor law, which is to harmonize its protective and organizational functions. …”
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The comrade of Vaclovas Biržiška - Izidorius Kisinas by Žiedūnė Zaveckienė

“…In this introduction, there is a very rare photo featuring V. Biržiška, L. Kisinas, and L. Gira participating in the ceremony when the bibliography was being handed to A. …”
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Robust audio authenticity detection based on One-Class learning by LIANG Ziqi, ZHANG Xulong, WANG Jianzong, XIAO Jing

“…In addition, to address the scarcity of fake voice data, the more versatile and robust self-supervised model Wav2vec2 was introduced for feature extraction, further improving the recognition accuracy of the model when faced with unknown attacks. …”
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IDENTIFIKASI CITRA UKIRAN ORNAMEN TRADISIONAL BALI DENGAN METODE MULTILAYER PERCEPTRON by I Gede Rusdy Mahayana Putra, Made Windu Antara Kesiman, Gede Aditra Pradnyana, I Made Dendi Maysanjaya

“…In this study uses Gabor Filter as a feature extraction from the carved image that used and Multilayer Perceptron as a classifier. …”
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The analysis of fraud detection in financial market under machine learning by Jing Jin, Yongqing Zhang

“…Abstract With the rapid development of the global financial market, the problem of financial fraud is becoming more and more serious, which brings huge economic losses to the market, consumers and investors and threatens the stability of the financial system. …”
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The Effect of Various Text Representation Methods for Sentiment Analysis on Movie Review Data with Different Machine Learning Methods by Veysel Göç, Muhammet Sinan Başarslan

“…It is worth noting that text feature extraction with Bidirectional Encoder Representations from Transformers (BERT) provided the highest performance in all models, with the SVM model offering particularly promising results. …”
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ACTUAL DISCOURE ABOUT TIPES FND DEVELOPMENT TENDENCIES NATIONAL STATE by E. G. Ponomareva

“…Thus statehood acts as a qualitative feature of the state.…”
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Study of kinetic performance effect on wheel and rail wear using computer simulation by Lev I. Evelson, Evgeny A. Pamfilov, Alexander G. Tsygankov, Ludmila I. Shiryaeva

“…It is proposed to continue the research in two main areas: determining the influence patterns on the kinetic friction performance and wear of the multiple actual factors, and studying the dynamic (at variable slip velocity) feature of friction effect on the parameter wear through the same procedure.…”
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Comparative study of soft neurological signs in patients of schizophrenia and bipolar disorder at a tertiary care center by Ravi Kishore Sadula, Aparna Meda, Sudharani Kesavareddy, Umashankar Molanguri

“…Background: The study of neurological soft signs (NSSs) is a simple, clinical, inexpensive, and direct method of investigation for schizophrenia and bipolar disorders which are the major mental health problems that require early detection and treatment. …”
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Full Data-Processing Power Load Forecasting Based on Vertical Federated Learning by Zhengxiong Mao, Hui Li, Zuyuan Huang, Yuan Tian, Peng Zhao, Yanan Li

“…The first problem is a lack of a full data-processing procedure, and the second is a lack of enhanced privacy protection for data processing. …”
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Improving the Investment Policy of Countries with a Transit Economy: the Experience of Kazakhstan by G. M. Aubakirova, S. K. Mazhitova, F. M. Isatayeva, A. E. Tomashinova

“…The purpose of the article is to identify the main problems of the investment policy of Kazakhstan, based on the analysis of its generalized indicators, and to formulate the directions for its improvement in the medium term. …”
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An Efficient Acoustic Metamaterial Design Approach Integrating Attention Mechanisms and Autoencoder Networks by Yangyang Chu, Yiping Liu, Bingke Wang, Zhifeng Zhang

“…We constructed a forward prediction network that integrates an attention mechanism, a multi-scale feature fusion, and a reverse design model that combines an improved autoencoder and cascaded neural network to efficiently model the dispersion performance of acoustic metamaterials. …”
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Shaping the appearance of a long-range aircraft at the stage of developing a technical proposal by A. A. Gorbunov, A. D. Pripadchev

“…At the same time, the problem of choosing the composition of rational design parameters is solved, which is an actual problem of the preliminary design stage of a long-range aircraft. …”
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Something’s different: elaboration’s transferrable role for false alarm reduction by Lauren A. Mason, Abigail Miller, Gregory Hughes, Holly A. Taylor

“…Taken together, our findings provide insight on the transferrable role of feature elaboration to reduce false alarm rates during complex visual display assessments.…”
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Resonant Energy Transfer and Storage in Coupled Flow-Driven Heat Oscillators by Qian Ye, Stephen Sanders, Alessandro Alabastri

“…While it is shown that a two-channel heat oscillator displays a resonance when the flow rates are equal and opposite, a complete understanding of these systems, especially when such heat oscillators are coupled and feature multiple channels, is still an open problem. …”
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Electric Submersible Pump Fault Diagnosis Based on Laplacian Eigenmaps and Weighted Extreme Learning Machine by XU Zekun, FU Jun, GAO Xiaoyong, ZHANG Yu, LI Qiang, TAN Chaodong

“…In response to the serious imbalance in the data collected by ESP, firstly, a fault diagnosis model is established using a weighted extreme learning machine; Then, to solve the problems of insufficient algorithm learning, high computational costs caused by weighted strategies, and poor performance in applying to high-dimensional feature spaces, the Laplacian eigenmaps method is introduced to further optimize the model; finally, the effectiveness of the proposed method was validated on the TE chemical process dataset, and the practicality of the algorithm was experimentally validated on the real-time fault dataset of electric submersible pump. …”
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Deep learning-based multi-criteria recommender system for technology-enhanced learning by Latifat Salau, Hamada Mohamed, Yunusa Simpa Abdulsalam, Hassan Mohammed

“…The model captures both low-order feature interactions using factorization machines and high-order dependencies through deep neural networks, enabling more adaptive recommendations. …”
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THE STUDY OF THE AUTONOMOUS SYNCHRONOUS GENERATOR MODES by V. S. Safaryan

“…The importance of the problem of the static stability of the stationary mode of the power system for its operation is extremely high. …”
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