Superpixel guided spectral-spatial feature extraction and weighted feature fusion for hyperspectral image classification with limited training samples by Yao Li, Liyi Zhang, Lei Chen, Yunpeng Ma

“…Firstly, with the guidance of superpixels, we represent the hyperspectral image in the form of latent features and use the multi-band priority criterion to select the final discriminant features. Secondly, we design a pixel-based CNN and a two-scale superpixel-based GCN classification framework for weighted feature fusion. …”
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Evaluasi Kinerja Kawasan Agrowisata Ciwidey di Kabupaten Bandung by Hilman Dirapratama, Ernawati Hendrakusumah, Bambang Pranggono

“…Adapun hasil dari penelitian ini bahwa Dinas Pariwisata dan Kebudayaan Kabupaten Bandung sudah berupaya dengan optimal dan telah berhasil melaksanakan program dan kegiatan sesuai dengan rencana yang telah di tetapkan sebelumnya, meskipun tidak secara spesifik menyasar pada pengembangan Kawasan Agrowisata Ciwidey. …”
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Difficulties and Achievements: formation of Siberian Directorate of Military Educational Institutions of the Red Army (1919–1920) by I. V. Fedotova

“…The article described a little-studied aspect of Soviet military construction in Siberia at the final stage of the Civil War in Russia — the creation and the first months of the activity of the Siberian Directorate of Military Educational Institutions of the Red Army. …”
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Investigating time-independent and time-dependent diffusion phenomena using steady-state diffusion MRI by Benjamin C. Tendler

“…Experimentally, the time-independent representation is used to derive Tensor and proof-of-principle NODDI estimates in a whole human post-mortem brain. A final SNR-efficiency investigation demonstrates the theoretical potential of DW-SSFP for ultra-high field microstructural imaging.…”
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A STUDY OF WINE FERMENTATION FROM MUCILAGE OF COCOA BEANS (Theobroma cacao L.) by Nguyễn Thị Thanh Tịnh, Nguyễn Tiến An, Hồ Thị Thu Hòa, Nguyễn Thị Tươi

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Teoría social del riesgo y cartografía aplicada a la ciudad de Neuquén by Germán Gabriel Perez

“…Mediante el proceso cartográfico, que funciona como guía en la elaboración de mapas, se ha podido realizar cartografía de las diferentes variables a analizar para, posteriormente, confeccionar el mapa final donde se ven reflejadas las áreas de mayor riesgo social. …”
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Bone Regeneration: Mini-Review and Appealing Perspectives by Sylvain Le Grill, Fabien Brouillet, Christophe Drouet

“…The main types of bone-healing materials are then reviewed, and their specific relevance to the field is reminded, with the citation of reference works. In the final part, we highlight the promise of hybrid organic-inorganic bioactive materials and the ongoing research activities toward the development of multifunctional or stimuli-responsive implants. …”
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TEORÍA SOCIAL DEL RIESGO Y CARTOGRAFÍA APLICADA A LA CIUDAD DE NEUQUÉN by Germán G. Perez

“…Mediante el proceso cartográfico, que funciona como guía en la elaboración de mapas, se ha podido realizar cartografía de las diferentes variables a analizar para, posteriormente, confeccionar el mapa final donde se ven reflejadas las áreas de mayor riesgo social. …”
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CRYSTALLIZATION CONDITIONS OF PLAGIOCLASE IN VOLCANIC COMPLEXES OF SULAWESI ISLAND, PACIFIC OCEAN by A.V. Kotlyarov, N.V. Dmitrieva, V.A. Simonov, I.Yu. Safonova, N.S. Karmanov, I.R. Nizametdinov

“…The analysis of glasses of heated melt inclusions in plagioclase indicates the involvement of two contrasting melts (mafic and felsic) in crystallization of phenocrysts. At the final stages of the volcanic process, plagioclase in matrix of andesites and dacites formed from another felsic melts with maximum alkali content. …”
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Occupational Therapy Research in Schools: A Mapping Review by Patrícia L. de Oliveira Borba, Beatriz P. Pereira, Joana R. B. de Souza, Roseli E. Lopes

“…This has been a scientific field under construction for at least 30 years, largely centralized in the United States of America, mostly dedicated to children, and focused on disabilities, with an emphasis on rehabilitation through descriptions and analyses of interventions for individuals or, when it was for groups, with the final goal of benefitting individuals with disabilities. …”
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Numerical Modelization of the Flow in Centrifugal Pump: Volute Influence in Velocity and Pressure Fields by Miguel Asuaje, Farid Bakir, Smaïne Kouidri, Frank Kenyery, Robert Rey

“…A sensitivity analysis regarding grid quality and turbulence models were also performed. The final impeller model obtained was used for a 3D quasi-unsteady flow simulation of the impeller-volute stage. …”
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Artificial Intelligence in Recruitment: Navigating the Era of Web 4.0 by Hamza Melliani, Imane Mouhtat, Wafa Kerfal, Ayoub Razouk

“…After removing the outliers, the final sample size was 60. Based on flat analyses, the results show a perception of job losses in the human resources and education sectors. …”
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Migration of Two Synthetic Phenolic Antioxidants and Their Degradation Products from Wheat Straw-Based Plastic Lunch Boxes by WANG Jinxin, LIANG Yingyin, ZHONG Huaining, HU Changying

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Purification and Optimization of Extracellular Lipase from a Novel Strain Kocuria flava Y4 by Adyasa Barik, Sudip Kumar Sen, Geetanjali Rajhans, Sangeeta Raut

“…For the first time, K. flava Y4 lipase was purified using ammonium sulphate precipitation followed by dialysis and DEAE-Sepharose anion exchange chromatography with Sepharose-6B gel filtration chromatography, yielding ∼15-fold purified lipase with a final yield of 96 U/mL. The SDS-PAGE of purified lipase displayed a single strong band, indicating a monomeric protein of 45 kDa. …”
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Teletrabalho e os novos desafios da liderança nas relações laborais: o caso do Instituto Federal de Educação, Ciência e Tecnologia de Rondônia by Ana Karina Nicola Gervásio, Márcia Cristina Rodrigues Cova

“…Os resultados mostram que o teletrabalho foi altamente difundido no contexto da pandemia do Covid-19 e implementado como programa de gestão na instituição a partir da consolidação da legislação, sendo possível identificar pontos positivos e negativos e desafios relacionados a barreiras na comunicação, adaptação, gerenciamento, sistemas e aspectos culturais. Ao final, foi possível considerar que essa prática laboral ainda está em fase de adaptação, havendo a necessidade de aperfeiçoamento visando diminuir os desafios encontrados, bem como aprofundar os estudos na área a fim de construir parâmetros representativos sobre o tema. …”
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MAF-CNER : A Chinese Named Entity Recognition Model Based on Multifeature Adaptive Fusion by Xuming Han, Feng Zhou, Zhiyuan Hao, Qiaoming Liu, Yong Li, Qi Qin

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Effect of the Interaction between Cavities and Flaws on Rock Mechanical Properties under Uniaxial Compression by Jianwang Li, Yu Zhou, Wei Sun, Zheng Sun

“…Moreover, three-dimensional (3D) tomograms of specimens after uniaxial compression were obtained by using computerized tomography (CT) scanning technology, investigating the development characteristics of microcracks and the distribution of the final macrofractures. The particle flow code in two dimensions (PFC2D) program was used to simulate the mechanical behavior of brittle rock combining with microcrack propagation. …”
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Influence of powdered Moringa oleifera seeds and natural filter media on the characteristics of tapioca starch wastewater by Nur Hidayat, Esti Rosaliana

“…Conclusions: The combination of two-stage clarifier tank with natural filter media and the use of M. oleifera as natural coagulant gave a significant improvement in the quality and appearance of TSW final effluent.…”
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Surgical Excision of Benign Papillomas Diagnosed with Core Biopsy: A Community Hospital Approach by Eka Rozentsvayg, Kristen Carver, Sunita Borkar, Melvy Mathew, Sean Enis, Paul Friedman

“…Our goal was to assess the value of surgical excision of benign papillomas of the breast diagnosed on percutaneous core biopsy by determining the frequency of upgrade to malignancies and high risk lesions on a final surgical pathology. We reviewed 67 patients who had biopsies yielding benign papilloma and underwent subsequent surgical excision. …”
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Centerpiece plate vs. Arch plate fixation in cervical unilateral open-door laminoplasty: a retrospective comparative study by Lishuang Huo, Fengyu Liu, Xianze Sun

“…Both groups showed significant improvements in JOA scores after surgery and at the last follow-up compared to pre-surgery. At the final follow-up, the Centerpiece group's JOA scores and JOA score improvement rate were lower than those of the Arch group.ConclusionsBoth Centerpiece plate and Arch plate fixation can improve the patient's symptoms. …”
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