An Interpretable Method for Anomaly Detection in Multivariate Time Series Predictions by Shijie Tang, Yong Ding, Huiyong Wang

“…Our method transforms the interpretation of anomalous features into solving an optimization problem in a normal “reference” state. …”
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Fault Diagnosis of Wind Turbine Gearbox Based on Mel Spectrogram and Improved ResNeXt50 Model by Xiaojuan Zhang, Feixiang Jia, Yayu Chen

“…By adding the CBAM module in ResNeXt to enhance the model’s attention to important features and combining it with the Arcloss loss function to make the model learn more discriminative features, the generalization ability of the model is strengthened. …”
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Fast binary logistic regression by Nurdan Ayse Saran, Fatih Nar

“…Furthermore, to address the common problem of collinear features, we apply singular value decomposition (SVD), resulting in a low-rank representation commonly used to reduce computational complexity while preserving essential features and mitigating noise. …”
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CIT-EmotionNet: convolution interactive transformer network for EEG emotion recognition by Wei Lu, Lingnan Xia, Tien Ping Tan, Hua Ma

“…Emotion recognition is a significant research problem in affective computing as it has a lot of potential areas of application. …”
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K.K. Platonov and the system of concepts of Soviet psychology by N.A. Vlasov, V.A. Mazilov

“…Platonov developed the problem of the conceptual space of Soviet psychology and proposed a system of concepts, taking into account the philosophical and methodological features of its development at that time. …”
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IMPULSE CONTROL HYBRID ELECTRICAL SYSTEM by A. A. Lobaty, Yu. N. Petrenko, A. S. Abufanas, I. Elzein

“…This paper extends the recently introduced approach for modeling and solving the optimal control problem of fixedswitched mode DC-DC power converter. …”
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Improving the terminology of modern pedagogy as one of the directions of pedagogical semiology by Victoria V. Dobrova

“…The paper discusses the problem of improving the terminology of modern pedagogy as one of the directions of pedagogical semiology. …”
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Food Crises in Kabardino-Balkaria in 1920s. by A. H. Karmov

“…Particular attention is paid to the problem of the 1930 famine. The main reasons for the taboo of this topic and the lack of its scientific development are established. …”
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USSR Policy on Afghanistan in 1978-1991 by V. S. Brachev, M. F. Polynov

“…The problem of transformation of the Soviet Union’s policy towards Afghanistan in the period from the April “revolution” of 1978 to the collapse of the USSR. …”
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STRATEGIC POTENTIAL OF SUCCESSFUL COMMUNICATION WITHIN THE DISCURSIVE DIMENSION by Elena Grushevskaya

“…In this regard, the author indicates the theoretical and practical significance of the problem of studying universal and speciic features and strategies of the communication process that actualizes in different types of discourse and in discursive practices such as advertising discourse and political discourse.…”
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FACT vs. MEDIAFACT: a Comparative Analysis of Conceptual Models by N. A. Prom

“…The relevance of the study is due to the problem of the discrepancy between the constructed media reality and reality. …”
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Stochastic Planning of Synergetic Conventional Vehicle and UAV Delivery Operations by Konstantinos Kouretas, Konstantinos Kepaptsoglou

“…Synergetic transportation schemes are extensively used in package delivery operations, exploiting the best features of different modes. This paper proposes a methodology to solve the mode assignment and routing problem for the case of combined conventional vehicle and unmanned aerial vehicle (CV–UAV) parcel deliveries under uncertainty for next-day operations. …”
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A brief exploration of open-source gradient-based numerical optimization Python libraries for full-waveform inversion by Oscar Mojica

“…We compare four open-source gradient-based optimization Python packages - scipy.optimize, sotb-wrapper, NLopt, and PyROL - for solving the FWI optimization problem. The comparison is based on the packages' core features, documentation, and learning curves evaluated through the implementation of a 2D time-domain FWI application, built using the Devito modeling engine along with the aforementioned optimization packages. …”
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Systematically constructing the likelihood for boosted $H\to gg$ decays by Andrew J. Larkoski

“…Though this decay mode of the Higgs is unlikely to be discovered at the LHC, we analytically demonstrate several features of the likelihood ratio for this problem through explicit analysis of signal and background matrix elements. …”
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New high-fidelity terrain modeling method constrained by terrain semanteme. by Bo Zhou, Junbo Xu, Xuedong Zhang, Xuejun Liu

“…However, loss of terrain features is a constant problem for grid digital elevation models, although these models have already been defined in such a way that their distinct usage as data sources in terrain modeling processing is prohibited. …”
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“Received with undifferent love…”: The 300th anniversary of the campaign of Emperor Peter the Great to the Caspian (on the assessment of the novelty of domestic Caucasus studies: M... by Yu. Yu. Klychnikov

“…At the same time, the authors reconstruct the specifics of the age under study, show its military-political, economic and cultural features. The chapters-sections devoted to separate aspects of this problem are characterized. …”
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Formal Verification of Three-Valued Digital Waveforms by Nina Yu. Kutsak, Vladislav V. Podymov

“…The main results are mathematical notions, propositions, and algorithms which allow to formalize and solve a formal verification problem for considered waveforms, including: definitions for signals and waveforms which the mentioned typical digital signal features; a temporal logic suitable for formalization of waveform correctness properties, and a related verification problem statement; a solution technique for the verification problem, which is based on reduction to signal transfromation and analysis; a corresponding verification algorithm together with its correctness proof and “reasonable” complexity bounds.…”
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Broadcasting in Stars of Cliques and Path-Connected Cliques by Akash Ambashankar, Hovhannes A. Harutyunyan

“…Additionally, we broaden the scope by examining the broadcasting problem in path-connected cliques, a topology featuring <i>k</i> cliques of varying sizes sequentially connected along a path. …”
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From the Etymology of the Words Backup and Insurance - to the Creation of Backup and Insurance Copies of Documents in Electronic Form, Digital Documents in Archives and Libraries by Kovtaniuk Yurii

“…The aim of the article is to investigate the problem of creating insurance copies of documents in e-form and their metadata, to analyze technical solutions, the current legal and methodological framework, standards and, based on the results, to propose own vision for the creation of the appropriate technology, its regulatory and legal regulation and the solution of the terminological problem regarding its denomination, determining the purpose of the insurance fund of documents in e-form and data backups. …”
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Optimization of spline parameters in approximation of multivalued functions by D. A. Karpov, V. I. Struchenkov

“…When designing the routes of linear structures, it is necessary to consider a problem with an unknown number of elements. An algorithm implemented for solving this problem when designing a longitudinal profile was published earlier. …”
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