Efficient Intrusion Detection System Data Preprocessing Using Deep Sparse Autoencoder with Differential Evolution by Saranya N., Anandakumar Haldorai

“…Since datasets are required for the various feature dimensions, this article proposes an efficient data preprocessing method that includes a series of techniques for data balance using SMOTE, data normalization with power transformation, data encoding using one hot and ordinal encoding, and feature reduction using a proposed deep sparse autoencoder (DSAE) with differential evolution (DE) on data before feature selection and classification. …”
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Self-Assembling Peptide–Co-PPIX Complex Catalyzes Photocatalytic Hydrogen Evolution and Forms Hydrogels by Nicholas Ryan Halloran, Abesh Banerjee, Giovanna Ghirlanda

“…Herein, we report a peptide-based system for light-driven hydrogen evolution from water under neutral conditions. The M1 peptide is an ABC triblock polymer featuring two coiled-coil alpha-helical regions flanking a water-soluble, polyanionic, intrinsically disordered region. …”
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From Convolutional Networks to Vision Transformers: Evolution of Deep Learning in Agricultural Pest and Disease Identification by Mengyao Zhang, Chaofan Liu, Zihan Li, Baoquan Yin

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Informal networks of corruption in contemporary Lithuania: Between practice and interpretation (an attempt to study evolution of blat) by Donatas Brandišauskas

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Unveiling reductant chemistry in fabricating noble metal aerogels for superior oxygen evolution and ethanol oxidation by Ran Du, Jinying Wang, Ying Wang, René Hübner, Xuelin Fan, Irena Senkovska, Yue Hu, Stefan Kaskel, Alexander Eychmüller

“…Abstract Amongst various porous materials, noble metal aerogels attract wide attention due to their concurrently featured catalytic properties and large surface areas. …”
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Investigation on Energy Evolution and Storage Characteristic of CSTBD Red Sandstone during Mixed-Mode Fracture by Wuxing Wu, Fengqiang Gong

“…Besides, the peak fracture elastic-dissipation index Wed (the ratio of peak elastic energy to peak dissipation energy) was obtained through quantitative analysis and demonstrated its invariant feature.…”
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Regularities of the Natural Evolution of the Proliferative Process in Diabetic Retinopathy. The Concept of Remission of Proliferative Diabetic Retinopathy by S. V. Sdobnikova

“…The data analyzed in this review indicate that an important feature of the natural evolution of diabetic retinopathy (DR) is the possibility of reverse development of its main signs, including newly formed vessels. …”
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Highly toughening of PLLA-Based micropart via stretching induced stereocomplex crystal microstructure evolution by Yeping Xie, Jiayu Tan, Shijian Fang, Zhuo Zheng, Lei Yao, Yang Xu, Jian Li, Yinghong Chen, Ning Chen, Li Li

“…Such the phase structure evolution could efficiently distribute stress and hence enhance toughness without sacrificing biodegradability or biocompatibility. …”
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Holocene hydrological evolution of subglacial Lake Snow Eagle, East Antarctica, implied by englacial radiostratigraphy by Shuai Yan, Michelle R. Koutnik, Donald D. Blankenship, Jamin S. Greenbaum, Duncan A. Young, Jason L. Roberts, Tas van Ommen, Bo Sun, Martin J. Siegert

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Diagnostics and age-related evolution of Lennox–Gastaut syndrome. Management in diverse patient age periods by E. D. Belousova, S. G. Burd, N. A. Ermolenko, K. Yu. Mukhin

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On the propeller wake evolution using large eddy simulations and physics-informed space-time decomposition by Zhan Zhang, Peng Sun, Long Pan, Teng Zhao

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Independent evolution of satellite DNA sequences in homologous sex chromosomes of Neotropical armored catfish (Harttia) by Francisco de M. C. Sassi, Manuel A. Garrido-Ramos, Ricardo Utsunomia, Rodrigo Zeni dos Santos, Tariq Ezaz, Geize A. Deon, Fábio Porto-Foresti, Thomas Liehr, Marcelo de B. Cioffi

“…Abstract The Neotropical armored catfish Harttia is a valuable model for studying sex chromosome evolution, featuring two independently evolved male-heterogametic systems. …”
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Evolution and Motivation of the Value-Added Trade Pattern of Producer Services Based on a Complex Network by Yan Li, Xuehan Liang, Sizhe Guan, Qingbo Huang

“…The members of the community can not only achieve trade interdependence due to geographical proximity but also break through regional limitations and complement each other. (4) The network evolution process is driven by a variety of factors. …”
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Analysis of microRNA expression reveals convergent evolution of the molecular control of diapause in annual killifishes by Emanuel Barth, Emanuel Barth, Mario Baumgart, Luca Dolfi, Rongfeng Cui, Marco Groth, Roberto Ripa, Aurora Savino, Dario Riccardo Valenzano, Dario Riccardo Valenzano, Matthias Platzer, Manja Marz, Alessandro Cellerino, Alessandro Cellerino

“…Analysis of recently sequenced 45 low-coverage killifish genomes revealed that the miR-430 locus contains a lower number of copies in annual-as opposed to non-annual killifish.ConclusionThe Evolution of diapause is reflected in the convergent evolution of microRNA regulation in killifishes. …”
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Numerical Simulation Study on the Dynamic Processes and Evolution Laws of Multiple Granular Flows in a Gully by LEI Ming, ZHANG Liang, YE Chen, WANG Xiekang

“…Compared with the first granular flow, subsequent ones feature shorter durations and higher energy dissipation rates. …”
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METASOMATIC AND MAGMATIC PROCESSES IN THE MANTLE LITHOSPHERE OF THE BIREKTE TERRAIN OF THE SIBERIAN CRATON AND THEIR EFFECT ON THE LITHOSPHERE EVOLUTION by Lidia V. Solov’eva, Tatiana V. Kalashnikova, Sergei I. Kostrovitsky, Alexei V. Ivanov, Stanislav S. Matsuk, Ludmila F. Suvorova

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Integrating bones and biomes: bringing biological science education to elementary school communities through a tangible learning tool by Phillip R. Myer, Jennie L. Zambito Ivey

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MAGAZ3NE: Massive, Extremely Dusty Galaxies at z ∼ 2 Lead to Photometric Overestimation of Number Densities of the Most Massive Galaxies at 3 < z < 4 by Ben Forrest, M. C. Cooper, Adam Muzzin, Gillian Wilson, Danilo Marchesini, Ian McConachie, Percy Gomez, Marianna Annunziatella, Z. Cemile Marsan, Joey Braspenning, Wenjun Chang, Gabriella de Lucia, Fabio Fontanot, Michaela Hirschmann, Dylan Nelson, Annalisa Pillepich, Joop Schaye, Stephanie M. Urbano Stawinski, Mauro Stefanon, Lizhi Xie

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Geochemical features of the Lower Silurian strata in Xiushan, Chongqing: Implications for paleoclimate reconstruction by La Zhang, Yang Chen, Jinhua Luan, Ruigang Zhang, Zhiwei Cui, Haitong Zhao, Qian Wang

“…However, the paleoclimatic evolution during this period and the geochemical features of these strata are ambiguous. …”
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SPECIFIC FEATURES OF STATE CORPORATE AND FINANCE CONTROL OVER INTEGRATED BANKING STRUCTURES by Svetlana P. Ivanova, Xenia V. Sadykova

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