Joint QoS prediction for Web services based on deep fusion of features by Jianxun LIU, Linghang DING, Guosheng KANG, Buqing CAO, Yong XIAO

“…In order to solve the problem of insufficient accuracy of Web service QoS prediction, a joint QoS prediction method for Web services based on the deep fusion of features was proposed with considering of the hidden environmental preference information in QoS and the common features of multi-class QoS.First, QoS data was modeled as a user-service bipartite graph and multi-component graph convolution neural network was used for feature extraction and mapping, and the weighted fusion method was used for the same dimensional mapping of multi-class of QoS features.Subsequently, the attention factor decomposition machine was used to extract the first-order features, second-order interactive features, and high-order interactive features of the mapped feature vector.Finally, the results of each part were combined to achieve the joint QoS prediction.The experimental results show that the proposed method is superior to the existing QoS prediction methods in terms of root mean square error (RMSE) and average absolute error (MAE).…”
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Laser Therapy and Dementia: A Database Analysis and Future Aspects on LED-Based Systems by Daniela Litscher, Gerhard Litscher

“…About 600 papers related to the research area “dementia and laser” and about 450 papers related to the search terms “Alzheimer and laser” were found in these two most commonly used databases. Ten plus one papers are described in detail and are discussed in the context of the laser research performed at the Medical University of Graz. …”
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Management Considerations for Wheat Production in Florida by David L. Wright, Ann R. Blount, Ron D. Barnett, Cheryl L. Mackowiak, Nicholas Dufault, James Marois

“…Planting wheat followed by cotton, peanut or grain sorghum has also become a common practice. The best management practices for high yields of wheat in the Southeast Coastal Plain are well established. …”
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The Hybridity of Popular Culture in The Winter’s Tale by François Laroque

“…On the other hand, while contemptuous of ‘the common blocks’ and ‘lower messes’ (1.2.222, 224), Leontes uses such popular names as ‘hobby horse’ (1.2.273) or ‘bed-swerver’ (2.1.93) to refer to queen Hermione. …”
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Voluminous fronto-parietal osteomas: Guided resection with patient-specific cutting guides and reconstruction with a 3D printed hydroxyapatite implant by Lucille de Bengy-Puyvallée, David Poisbleau, Francois Herman, Elisabeth Cobraiville, Jean-Philippe Giot, Loric Galmard

“…Osteomas are benign, well-differentiated bony tumors characterized by gradual progression, commonly observed within the craniofacial skeleton. …”
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Severe Lactic Acidosis in a Patient with B-Cell Lymphoma: A Case Report and Review of the Literature by Farn Huei Chan, Daniel Carl, Laurel J. Lyckholm

“…Lactic acidosis is commonly observed in clinical situations such as shock and sepsis, as a result of tissue hypoperfusion and hypoxia. …”
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The Waterfall Fascia Lata Interposition Arthroplasty “Grika Technique” as Treatment of Posttraumatic Osteoarthritis of the Elbow in a High-Demand Adult Patient: Validity and Reliab... by Giuseppe Rollo, Roberto Rotini, Denise Eygendaal, Paolo Pichierri, Ante Prkic, Michele Bisaccia, Riccardo Maria Lanzetti, Domenico Lupariello, Luigi Meccariello

“…The elbow interposition arthroplasty is a very common procedure performed mainly on active young patients who need great functionality and for whom total joint replacement is contraindicated and arthrodesis is noncompliant. …”
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Mitotically Active Plexiform Fibrohistiocytic Tumor by Ebru Zemheri, Şeyma Özkanlı, Serkan Şenol, Filiz Ozen, Cigdem Ulukaya Durakbaşa, İlkin Zindancı, Hamit Okur

“…It affects children and young adults. The tumor is most commonly located on upper extremities, whereas involvement of back region is rare. …”
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Electrochemical study of anti-platelets tirofiban HCl in dosage form using nanomaterials modified sensors: developed and green assessed by eco-scale and complex-GAPI approach by Mohamed. Rizk, Maha Mahmoud Abou El-Alamin, Ola Abd Elkhalek, Hassan A. M. Hendawy

“…Abstract Tirofiban hydrochloride is used to inhibit platelet aggregation, which has a significant impact on the treatment of congestive heart failure the most common cause of death according to WHO. Therefore, its quantification in pharmaceutical dosage form is critical. …”
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The Process‐Oriented Understanding on the Reduced Double‐ITCZ Bias in the High‐Resolution CESM1 by Enze Dong, Fengfei Song, Lixin Wu, Lu Dong, Shengpeng Wang, Fukai Liu, Hong Wang

“…Abstract The double‐Intertropical Convergence Zone (ITCZ) bias is a common model bias, which has puzzled the climate model community for several decades. …”
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Positive Discipline: Behavioral Management Skills for Parents and Teachers Part 1—Types of Misbehaviors and Keys to Success by Victor Harris, Whitney Fung, Sarah Ellis, Alison Schmeer

“…This 4-page fact sheet discusses four common types of misbehaviors, encourages the reader to identify healthy and unhealthy practices, and continues with key factors of effective parenting and teaching. …”
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Positive Discipline: Behavioral Management Skills for Parents and Teachers Part 1—Types of Misbehaviors and Keys to Success by Victor Harris, Whitney Fung, Sarah Ellis, Alison Schmeer

“…This 4-page fact sheet discusses four common types of misbehaviors, encourages the reader to identify healthy and unhealthy practices, and continues with key factors of effective parenting and teaching. …”
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Vision et visibilité : la rhétorique visuelle des suffragistes et des suffragettes britanniques de 1907 à 1914 by Myriam Boussahba-Bravard

“…In such a context, suffragist iconography conveyed singularly effective visual rhetoric persuading the Edwardians through varied eye-catching media, shows, processions, posters, postcards, photographs, accessories and many other common objects. Representation thus conveyed the vital necessity of “votes for women” along three major lines:● Locating the Cause on the Edwardian political stage,● Reporting on suffragist activism and activists,● Arguing symbolically that women deserved the vote (immediate effect) and that their imminent enfranchisement would signal further emancipation (delayed effect).…”
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The Role of Facebook and Twitter in Social Movements: A Study on the July 15 Coup Attempt in Turkey by Semra Demirdiş

“…This study indicates that Twitter and Facebook played a vital role in the resistance of citizensagainst the coup attempt, which was organised by the Gulenist terrorist organisation, through the provisionof effective communication between activists, along with their effective mobilisation and the process ofestablishing a common identity. The study also demonstrates how photographs and videos shared on socialwebsites became positive motivators both during and following the 15th of July coup attempt.…”
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Meaning and Practice of Palliative Care for Hospitalized Older Adults with Life Limiting Illnesses by Bethel Ann Powers, Sally A. Norton, Madeline H. Schmitt, Timothy E. Quill, Maureen Metzger

“…Description of four practice paradigms (EOL transitions, prognostic uncertainty, discharge planning, and patient/family values and preferences) and identification of the underlying structure and communication patterns of PC consultation services common to them. Conclusions. Consistent with reports by other researchers, study data support the need to move beyond equating PC with hospice or EOL care and the notion that EOL is a well-demarcated period of time before death. …”
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Competing Endogenous RNA: The Key to Posttranscriptional Regulation by Rituparno Sen, Suman Ghosal, Shaoli Das, Subrata Balti, Jayprokas Chakrabarti

“…It has recently been discovered that, apart from protein-coding ceRNAs, pseudogenes, long noncoding RNAs (lncRNAs), and circular RNAs act as miRNA “sponges” by sharing common MRE, inhibiting normal miRNA targeting activity on mRNA. …”
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Identification of Pathogens and Laboratory Activity Test of Kiwifruit Rot Disease in Guizhou Province, China by Tao Wang, Yanling Ren, Jinyu Zhao, Yingjie Jiang, Jian Tang, Yao Liu, Chao Liu, Juan Wang, Xiaolei Ji, Mingyan Wang

“…Kiwifruit (Actinidia spp.) postharvest decay is common in China, which can cause serious economic losses to kiwifruit industry. …”
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Ovarian cyst mimicking acute appendicitis in children: a case report by Hafni Zuchra Noor, Alfaina Wahyuni, Sulistiari Retnowati

“…Pediatric acute appendicitis is common; however, it is different from torsion ovarian cysts. …”
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Experimental Investigation of the Permeability Measurement of Radial Flow through a Single Rough Fracture under Shearing Action by Ran Tan, Junrui Chai, Cheng Cao

“…Water flow is commonly observed in rock fractures, and this flow has considerable significance in many aspects of rock engineering. …”
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A new species of genus Provanna (Gastropoda, Abyssochrysoidea) from gas hydrate-bearing sediments of the northern South China Sea by Cong Wu, Fang Chen, Ying Tian, Kazutaka Amano, Xin Su

“…The genus Provanna (belonging to Superfamily Abyssochrysoidea) is a group of globally distributed gastropods commonly discovered in the deep-sea chemosynthetic environments. …”
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