A multilayer deep autoencoder approach for cross layer IoT attack detection using deep learning algorithms by K. Saranya, A. Valarmathi

“…Abstract Cybersecurity professionals depend on multi-layered techniques to find even the most minor anomalies that can point to possible attacks given the complexity of network data. …”
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HARDWARE AND SOFTWARE COMPLEX FOR FRICTION AND WEAR INVESTIGATIONS BY THE «DISC ON PLATE» METHOD by F. F. Komarov, V. V. Pilko, V. N. Kuleshov

“…The efficiency of the complex was confirmed by the study of the modified layers and micron thickness coatings. …”
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A computational scheme of exponential integrator for fuzzy electrical boundary layer flow with variable viscosity and thermal conductivity by Muhammad Shoaib Arif, Kamaleldin Abodayeh, Yasir Nawaz

“…The proposed method significantly improves the precision of fluid simulations with complex parameters.…”
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Thiourea complexes of neodymium(III) and gadolinium(III) iodides. synthesis and structure by L. Yu. Alikberova, D. V. Albov, T. A. Antonenko, I. M. Kochetova, N. S. Rukk

“…Due to hydrogen bond formation mutually perpendicular flat molecules of thiourea are combined into goffered layers, nonaaquacations of lanthanides and iodide-ions being located in the cavities between these layers. …”
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MINERALOGY IN SOLUTION OF PROBLEMS OF ORIGIN OF QUARTZITES OF THE KYSHTYM SEQUENCE, ILMENOGORSKY COMPLEX by V.G. Korinevsky, E.V. Korinevsky, V.A. Kotlyarov

“…The major and accessory minerals, which compose quartzitic layers in metamorphic sequences of the Ilmenogorsky complex, Southern Urals, are studied. …”
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Comparative Analysis of Lead Ions and Ammonium Salts in Malachite Sulfurization-Assisted Flotation Based on Surface Layer Durability by Ayman M. Ibrahim, Han Wang, Peilun Shen, Dianwen Liu

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Dynamics of change glioneyronal complex retinal photodamage, usingmathematical modeling methods by Ye. Yu. Varakuta, A. V. Potapov, A. A. Zhdankina, M. V. Svetlik, Ye. P. Mikhulya, S. V. Logvinov, A. V. Gerasimov

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Formulation of Caffeine–Hydroxypropyl-β-Cyclodextrin Complex in Hydrogel for Skin Treatment by Lyubomira Radeva, Eleftheria Kalampalika, Yordan Yordanov, Petar D. Petrov, Virginia Tzankova, Krassimira Yoncheva

“…In order to enhance its effects, approaches for improving its permeation and penetration through skin layers could be applied. This study emphasizes the preparation of caffeine–cyclodextrin complex and its formulation in carbopol hydrogel. …”
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When Distance Keeps Families Apart: The Complexities of Visiting Emigrant Children by Sulette Ferreira

“…While they are essential for sustaining familial bonds, visits are deeply layered experiences, shaped by financial constraints, the logistical complexities of long-distance travel and the emotional weight of farewells. …”
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Optimal path calculation method of optical network under complex constraints by Peng Zhu, Hong Sun, Qian Xiang, Zhenming Zhang

“…This transformation includes layering the topology, removing specific links, and adding necessary links to portray the different complex constraints onto the original network structure. …”
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PROSPECTS FOR APPLICATION OF COMPLEX-MODIFIED SAND ASPHALT CONCRETE IN ROAD CONSTRUCTION by D. Yu. Alexandrov

“…The paper provides recommendations on improvement of sand asphalt concrete properties and contains an analysis of possible variants for usage of complex-modified sand asphalt concrete in the road construction. …”
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Complex reconstruction after extreme Fournier’s gangrene; a case report by Serban Dumitrache, Leonida A. Goman, Raluca Dutu, Raluca Capatina, Carmen Giuglea, Dan M. Enescu

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Multiscale structural complexity assessment of coral reefs using underwater photogrammetry. by Erick Barrera-Falcón, Rodolfo Rioja-Nieto, Roberto C Hernández-Landa

“…However, digital underwater photogrammetry allows the construction of coral structure models, which can then be used to decompose reef topography across multiple layers. This study introduces a wavelet-based method for the multiscale analysis of reef structural complexity, considering reef's surface and underlying characteristics. …”
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Unlocking biological complexity: the role of machine learning in integrative multi-omics by Ravindra Kumar, Rajrani Ruhel, Andre J. van Wijnen

“… The increasing complexity of biological systems demands advanced analytical approaches to decode the underlying mechanisms of health and disease. …”
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Insight into unusual complex thermodynamical behaviour of citric acid and ethanolamine solution by Reshma Karunakaran, Rajagopal Shanmugasundaram

“…Many challenges were faced during synthesis and characterizations, so this study will help to resolve the complexity in this domain. Further, the sample was sintered and found to be multi-layered reduced graphene oxide (rGO) powder. …”
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Crystal Chemistry and Structural Complexity of the Uranyl Vanadate Minerals and Synthetic Compounds by Ivan V. Kuporev, Sophia A. Kalashnikova, Vladislav V. Gurzhiy

“…Keeping in mind that all minerals possess layered structural architecture, it means that structural complexity increases with the increase in the interlayer spacing, which, in turn, depends on the size of cations or water–cationic complexes arranged in the interlayer space. …”
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Attention-enhanced StrongSORT for robust vehicle tracking in complex environments by Wei Xu, Xiaodong Du, Ruochen Li, Bingjie Li, Yuhu Jiao, Lei Xing

“…Abstract While multi-object tracking is critical for autonomous driving systems, traditional algorithms exhibit three fundamental limitations in complex scenarios: (1) blurred feature representation under occlusion and re-identification scenarios causing identity switches, (2) insufficient sensitivity to scale-variant targets due to fixed geometric constraints in conventional IoU-based loss functions, and (3) gradient degradation in deep convolutional layers hindering discriminative feature learning. …”
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An approach to reduce the redhead syndrome in farmed shrimps in Choeibdeh Complex in Abadan by Mehrdad Mohammadidust, Hossein Houshmand, Mina Ahangarzadeh, Lefteh Mohseninejad, Fatemeh Hekmatpour, Farahnaz Kian Ersi

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A computational time integrator for heat and mass transfer modeling of boundary layer flow using fuzzy parameters by Muhammad Shoaib Arif, Wasfi Shatanawi, Yasir Nawaz

“…Engineering and industrial applications depend on boundary layer flow, the thin fluid layer near a solid surface with significant viscosity. …”
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Effect of radial homogeneity on low-strain integrity detection of a pipe pile in a viscoelastic soil layer by Chunyi Cui, Kun Meng, Zhimeng Liang, Chengshun Xu, Gang Yang, Shiping Zhang

“…This article proposes a new analytical model for the low-strain integrity detection of a pipe pile embedded in a viscoelastic soil layer with radial inhomogeneity by extending Novak’s plane-strain model and transfer method of complex stiffness to consider viscous-type damping. …”
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