LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging by Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos

“…In addition to training a few-shot learning model from scratch, we explore the use of a pre-trained model, obtained via supervised learning, to embed items in the feature space. Fine-tuning improves the generalization ability of all methods, yet LC-Protonets achieve high-level performance even without fine-tuning, in contrast to the comparative approaches. …”
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A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification by Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina

“…The approach is based on an evolutionary investigation of model phase space to identify the best model’s structure and parameters. …”
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ANALYSIS OF METHODOLOGY AND MODELS OF STRATEGIC PLANNING OF LOCAL DEVELOPMENT IN BOSNIA AND HERZEGOVINA by Amra Abadžić, Bahrija Umihanić, Mirela Ćebić

“… The paper starts from the premise that local development policy could be seen as a tool for effective management and usage of comparative and competitive advantages in space and time. By applying the centralized administrative model in managing society and economy, Bosnia and Herzegovina is not capable of handling efficient development at national, regional and local level. …”
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Study on the vibration characteristics and influence range of buried dam pipeline by Lihui Gao, Jing Xu, Shuai Xing

“…At the same time, by introducing the “finite element-infinite element” theory, a coupled finite element-infinite element model is established for the pipeline, levee, anchor piers, support piers, foundation, and infinite half-space. This model is then used to analyze the site response induced by flow-induced vibration in buried pipeline levee structures. …”
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A multi-dimensional student performance prediction model (MSPP): An advanced framework for accurate academic classification and analysis by V. Balachandar, K. Venkatesh

“…Forecasting student performance with precision in the educational space is paramount for creating tailor-made interventions capable to boost learning effectiveness. …”
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MARTIN HEIDEGGER’S METAPHYSICAL QUESTION 1935-1937: GENESIS AND CONSEQUENCES. PART ONE by Юрій МАРИНЧУК

“…The first plan of the stated metaphysics is considered in the fourfold geometric intersection of the essential-artistic space – the square (Gefirt) of the world, earth, mortals and immortals. …”
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Screen interpretation of Franz Kafka's novel 'The Trial': Interaction of the author with the s­cript writer and film director by K.V. Arjantzeva

“…Kafka's aesthetics as visualization of the space and usage of various visual effects in the text is of great interest due to the basis it creates for translation into the language of cinematography. …”
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Real-Time Cyber-Physical Digital Twin for Low Earth Orbit Satellite Constellation Network Enhanced Wide-Area Power Grid by Tianshi Cheng, Tong Duan, Venkata Dinavahi

“…Low Earth orbit (LEO) satellite networks, such as SpaceX's Starlink, offer enhanced communication potential for contemporary power grid measurement and control. …”
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Bird Species Detection Net: Bird Species Detection Based on the Extraction of Local Details and Global Information Using a Dual-Feature Mixer by Chaoyang Li, Zhipeng He, Kai Lu, Chaoyang Fang

“…The prediction balance module balances the difference in feature space based on the pixel values of each category, thereby resolving category imbalances and improving the network’s detection accuracy. …”
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Prediction of Orbit Decay for Large-Scale Spacecraft considering Rarefied Aerodynamic Perturbation Effects by Xinglong Gao, Zhihui Li, Qin Chen, Di Ding, Aoping Peng

“…The growing risk of falling debris from outer space as well as the atmospheric interaction effect makes the orbit decay prediction of large spacecraft in very low earth orbit (VLEO) increasingly significant. …”
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Significance of solar radiation and viscous dissipation on oscillatory and steady convective heat transfer around buoyancy-driven sphere using FDM scheme by Alanoud Alsuhaymi, Musaad S. Aldhabani

“…Thermal radiation is used in the development of nuclear reactors, fire propagation, jet motion, chemical manufacturing, missile engine power, rockets, ships, space exploration, supersonic weapons, and gasoline turbines. …”
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Color fundus photograph-based diabetic retinopathy grading via label relaxed collaborative learning on deep features and radiomics features by Chao Zhang, Guanglei Sheng, Jie Su, Lian Duan

“…Also, the divergence between the training AUC and testing AUC increases substantially after the removal of manifold regularization.ConclusionLabel relaxation can enhance the distinguishability of training samples in the label space, thereby improving the model's classification accuracy. …”
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Azimuthal asymmetries in lepton and heavy-quark pair production in UPCs by Daniël Boer, Luca Maxia, Cristian Pisano

“…A full description of the cross section in terms of Generalized Transverse Momentum Dependent parton distributions (GTMDs) for photons is given including a careful consideration of the Fourier transform to impact parameter space. In particular, this leads to a feed-in mechanism among harmonics of different orders, which in principle generates harmonics of all (even) orders. …”
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Adaptive Electromagnetic Field Optimization Algorithm for the Solar Cell Parameter Identification Problem by Ilker Kucukoglu

“…Distinct from the EFO, the AEFO searches the solution space with an adaptive search procedure. In the adaptive search strategy, the selection probability of a better solution is increased adaptively whereas the selection probability of worse solutions is reduced throughout the search progress. …”
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Synthesis and crystal structure of anti-10-(4-cyanophenyl)-10,11,22,23-tetrahydro-9H,21H-5,8:15,12-bis(metheno)[1,5,11]triazacyclohexadecino[1,16-a:5,6-a′]diindole dichloromethane... by Koji Kubono, Keita Tani, Yukiyasu Kashiwagi

“…The host molecule possesses a planar chirality but crystallizes as a racemate in the space group P21/c. It adopts an anti-configuration, in which two carbazole rings are partially overlapped with a parallel orientation. …”
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Validation of Effective Models for Simulation of Thermal Stratification and Mixing Induced by Steam Injection into a Large Pool of Water by Hua Li, Walter Villanueva, Markku Puustinen, Jani Laine, Pavel Kudinov

“…Finally, the EHS-EMS models are validated against MIX-01 test which has improved space and time resolution of temperature measurements inside the blowdown pipe. …”
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Multi-layer Modeling of Bifacial Photovoltaic Panels: Evaluating the Accuracy of One-, Three-, and Five-layer Models by Mohammad Hassan Shahverdian, Hoseyn Sayyaadi, Ali Sohani

“…BSP has gained significant popularity by increasing energy efficiency and reducing the need for more space. To predict the performance of BSP, it is necessary to perform three analyzes, optical, thermal, and electrical simultaneously, because the power generated is influenced by the surface temperature and vice versa. …”
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Bleomycin-Treated Chimeric Thy1-Deficient Mice with Thy1-Deficient Myofibroblasts and Thy-Positive Lymphocytes Resolve Inflammation without Affecting the Fibrotic Response by Pazit Y. Cohen, Raphael Breuer, Philip Zisman, Shulamit B. Wallach-Dayan

“…Lung fibrosis is characterized by abnormal accumulation of fibroblasts in the interstitium of the alveolar space. Two populations of myofibroblasts, distinguished by Thy1 expression, are detected in human and murine lungs. …”
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Determining Symmetry Properties of Gravitational Fields of Terrestrial Group Planets by R.A. Kascheev, I.O. Novlyanskaya

“…Numerous models of gravity fields of the Solar system bodies have been constructed recently owing to successful space missions. These models are sets of harmonic coefficients of gravity potential expansion in series of spherical functions, which is Laplace series. …”
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Adsorption of Lennard-Jones Fluids in Carbon Slit Pores of a Finite Length. A Computer Simulation Study by A. Wongkoblap, S. Junpirom, D.D. Do

“…The Canonical Ensemble was a collection of cubic simulation boxes in which a finite pore resides, while the Gibbs Ensemble was that of the pore space of the finite pore. Argon was used as a model for Lennard-Jones fluids, while the adsorbent was modelled as a finite carbon slit pore whose two walls were composed of three graphene layers with carbon atoms arranged in a hexagonal pattern. …”
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