Temporal link prediction method based on community multi-features fusion and embedded representation by Yuhang ZHU, Lixin JI, Yingle LI, Haitao LI, Shuxin LIU

“…Dynamic networks integrates time attributes on the basis of static networks, and it contains multiple connotations such as the complexity and dynamics of the network structure.It is a better thinking object for studying complex network link prediction problems in the real world.Its high application value has attracted much attention in recent years.However, most of the research objects of traditional methods are still limited to static networks, and there are problems such as insufficient utilization of network time-domain evolution information and high time complexity.Combining sociological theory, a novel temporal link prediction method was proposed based on community multi-feature fusion embedding representation.The core idea of this method was to analyze the dynamic evolution characteristics of the network, learn the embedded representation vector of nodes within the community, and effectively fuse multiple features to measure the generation probability of the connection between nodes.The network was divided into several subgraphs by using community detection with collective influence weights and the Similarity index was proposed based on the collective influence.Then, the biased random walk and the Skip-gram were used to get the embedded vectors for every node and the Similarity index was proposed based on the random walk within the community.Integrating the collective influence, multiple central features of the community, and the representation vector learned within the community, the Similarity index was proposed based on the multi-features fusion.Compared with classical temporal link prediction methods, including moving average methods, embedded representation methods, and graph neural network methods, experimental results on six real data sets show that the proposed methods based on the random walk within the community and the multi-features fusion both achieve better prediction performance under the evaluation criteria of AUC.…”
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A case series of melioidosis: An underdiagnosed entity in Kerala by Ebrahimkutty Shanimole Puthenpurayil, Pulikottil Shoba Kurian, Alexander Vipin Sam

“…Melioidosis is an emerging infection in India and is caused by a Gram-negative oxidase-positive bacilli, Burkholderia pseudomallei which is present in soil and surface water in the endemic region. …”
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Isolation and Identification of Marine Bacteria in Raja Ampat Islands West Papua Producing Antibacterial Against Salmonella typhi and Staphylococcus aureus by Dede Mahdiyah, Muhammad Rifqi Dharmawan, Noval Noval

“…Seven bacterial isolates were obtained, all identified as Gram-negative bacilli. The secondary metabolites of these marine bacteria demonstrated antibacterial activity against both S. typhi and S. aureus, with inhibition zones of 8.50 mm and 8.46 mm, respectively. …”
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Pondering Parotid Masses by Mark A Miller

“…An aspirate of the mass was performed under sterile conditions and yielded 30 mL of turbid, yellow liquid. A Gram stain revealed no neutrophils, scant mononuclear cells and no visible organisms. …”
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Evaluation and Optimization of Yield and Antioxidant Activity of Moringa oleifera Flower Extract by R. A. Ukpe, I. I. Udo, P. G. Udofia

“…Optimization analysis on the experimental data indicated that 100% solvent showed 7.40% yield, 32.20 amino acid equivalent per gram (AAE/g) of antioxidant capacity, 6.46 mg/100g of total phenolic content, 2.80 mg/100g of total flavonoid content, and desirability of 55.60%. …”
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ANALYSIS OF CUTTING FLUID ON MASS LOSS OF CARBIDE INSERT IN THE MILLING PROCESS by Arya Rudi Nasution, Affandi Affandi, Khairul Umurani, Rahmatullah Rahmatullah, Muhammad Refan

“…The coolant in the machining process functions to lower the temperature and lubricate and clean the gram in the cutting process. The application of coolant in the cutting process is to maintain the quality of the workpiece during the cutting process and also serves to improve tool life so that the tool does not wear out easily. …”
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Ovine Eimeria infection, OPG and determinants in and around Gondar town, Ethiopia by Senait Belay, Desie Sheferaw

“…The overall mean Oocysts per gram of faeces was 2390.6 (95% CI=2007.5-2773.8). …”
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The Chemical Composition of Endotoxin Isolated from Intestinal Strain of Desulfovibrio desulfuricans by Jolanta Lodowska, Daniel Wolny, Marzena Jaworska-Kik, Sławomir Kurkiewicz, Zofia Dzierżewicz, Ludmiła Węglarz

“…There are suggestions that they take part in the pathogenesis of periodontitis and some gastrointestinal inflammatory disorders, such as ulcerative colitis or Crohn’s disease. Endotoxin is one of Gram-negative bacteria cellular components that influence these microorganisms pathogenicity. …”
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A Case Report on Pasteurella multocida Peritoneal Dialysis-Associated Peritonitis: When Cats Think Medical Equipment Are Toys by Saeid Mirzai, Ahmad Oussama Rifai, Aron Tidrick, Qitan Huang, Justin Hale

“…Pasteurella multocida is an aerobic gram-negative coccobacillus usually found in the oral cavities of most healthy cats and dogs as part of their natural oral flora. …”
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Photothermal inactivation of methicillin‐resistant Staphylococcus aureus : anti‐biofilm mediated by a polypyrrole–carbon nanocomposite by Niloufar Behzadpour, Neda Akbari, Naghmeh Sattarahmady

“…In this study, antimicrobial effects of a polypyrrole–carbon nanocomposite (PPy‐C) upon laser irradiation in order to destroy the pathogenic gram‐positive bacterium, methicillin‐resistant Staphylococcus aureus (MRSA) were assessed. …”
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The Prevalance and Helminth Infection Degree of Gastrointestinal in Layer Duck Located in Keper and Markolak Kramat Village District of Bangkalan Regency of Bangkalan by Ana Amaliah, Indah Norma Triana, Poedji Hastutiek, Setiawan Koesdarto, Lucia Tri Suwanti, Soeharsono Soeharsono

“…Sampel feses diperiksa dengan metode sedimentasi dan metode apung kemudian dilanjutkan dengan menghitung telur cacing per gram tinja dengan metode Mc Master. Hasil menunjukkan bahwa 22,9% (8/35) itik petelur di Dusun Keper terinfeksi oleh Capillaria sp., dan Echinostoma revolutum, dengan rata-rata derajat infeksi sebsar 52,50 ± 41,662, sedangkan 31,4% (11/35) itik petelur di Dusun Markolak terinfeksi oleh Capillaria sp., Echinostoma revolutum, dan cacing dari kelas cestoda, dengan rata-rata derajat infeksi sebesar 155,45 ± 166,395. …”
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Leclercia adecarboxylata Bacteremia in a Patient with Ulcerative Colitis by Amir Kashani, Morteza Chitsazan, Kendrick Che, Roger C. Garrison

“…Leclercia adecarboxylata is a ubiquitous, aerobic, motile, gram-negative bacillus. The human GI tract is known to harbor this rarely pathogenic microorganism. …”
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Daptomycin-Induced Acute Eosinophilic Pneumonia: Late Onset and Quick Recovery by Mohamad Rachid, Khansa Ahmad, Meghan Saunders-Kurban, Aelia Fatima, Aditya Shah, Anas Nahhas

“…Daptomycin is a cyclic lipopeptide antibiotic that provides great coverage for gram positive cocci. From the early years of daptomycin use, concerns were raised regarding the pulmonary side effects of daptomycin and potential development of acute eosinophilic pneumonia (AEP) secondary to daptomycin therapy. …”
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Bacterial Colonization in the Airways and Intestines of Twin and Singleton Preterm Neonates: A Single-Center Study by Jiawei Yao, Tao Ai, Lei Zhang, Wei Tang, Zijin Chen, Yuedong Huang, Yinghong Fan

“…Potentially pathogenic and highly stress-tolerant Gram-negative bacteria were predominant in the intestinal flora. …”
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Efficacy of anthelmintics against nematodes in naturally infected free range ducks by Ausraful Islam, Anisuzzaman, Shankar Majumder, Mohammad Atiqul Islam, Abul Kalam Mohammad Arifur Rabbi, Mohammad Hafezur Rahman

“…Ducks were divided into four treatment groups with five replications. Eggs per gram of faeces (epg) were calculated on pre-treatment and on day 7^th, 14^th, 21^st and 30^th post-treatment. …”
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Studies on the biological effects of ozone: 8. Effects on the total antioxidant status and on interleukin-8 production by V. Bocci, G. Valacchi, F. Corradeschi, G. Fanetti

“…On the other hand plasma and cells are endowed with a powerful antioxidant system so that a fairly wide range of O3 concentrations between 40 and 80μ g/ml per gram of blood (˜0.83-1.66 mM) are effective but not deleterious. …”
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Development of Antibacterial and Halochromic Textiles by Modification of Emodin from Japanese Knotweed by Martina Avbelj, Monika Horvat Zagorec, Hrvoje Petković, Marija Gorjanc, Jernej Iskra

“…The dyed textiles showed significant antibacterial activity against Gram-positive Staphylococcus aureus. Emodin is also present in Japanese knotweed, which is one of the most invasive alien plant species in the world and poses a major ecological and environmental problem in Europe. …”
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Development and Validation of a Decision-Making Stratification Algorithm to Optimize the Use of Rapid Diagnostic Testing for Patients with Staphylococcus Bacteremia by Thamer A. Almangour, Abdullah A. Alhifany, Deanne E. Tabb

“…An additional call to the infectious disease (ID) pharmacy service occurred for all positive blood cultures with Gram-positive cocci in clusters (GPCC). The ID pharmacy service investigated each case using a prespecified stratification algorithm to minimize unnecessary use of rapid identification testing. …”
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Utilization of Waste Textile Cotton by Synthesizing Sodium Carboxymethyl Cellulose: An Approach to Minimize Textile Solid Waste by Md. Samsur Rahaman, Sultana Shamsun Nahar, Jahid M. M. Islam, Rajib Samadder, Md. Saifur Rahaman, Rujina Khatun Chadni, Faisal Rahaman Shagor, Md. Latifur Rahman, Tania Akter Ruhane, Mubarak Ahmad Khan

“…Yields of technical CMC (TCMC), semipurified CMC (SPCMC), and purified CMC (PCMC) were 3.45±0.17 g, 2.49±0.08 g, and 1.51±0.016 g, respectively, per gram of cotton waste. Degree of substitution (DS) values of PCMC, SPCMC, and TCMC was 0.998±0.007, 0.79±0.031, and 0.561±0.029, respectively. …”
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Lawsonia intracellularis T3SS effector LI0758, an Rce1 ortholog, activates MAPK and NF-κB signaling in mammalian cells by Yuanxiu Zhong, Yiyun Duan, Fenju Lai, Jinhua Zhang, Yimin Dai

“…Abstract Lawsonia intracellularis, a Gram-negative obligate intracellular bacterium causing porcine proliferative enteropathy, possesses a type III secretion system (T3SS), yet only a handful of its substrates have been experimentally characterized. …”
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