<i>VFL-Cafe</i>: Communication-Efficient Vertical Federated Learning via Dynamic Caching and Feature Selection by Jiahui Zhou, Han Liang, Tian Wu, Xiaoxi Zhang, Yu Jiang, Chee Wei Tan

“…Additionally, to eliminate the negative impact of noisy features that may undermine the effectiveness of using stale results to reduce communication rounds and incur significant model degradation, a feature selection strategy is integrated into each round of local updates. Theoretical analysis is then conducted to provide guidance on cache configuration, optimizing performance. …”
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KAMU MALİ YÖNETİMİ KAPSAMINDA ÇOK DEĞİŞKENLİ GRİ TAHMİN MODELİ İLE VERGİ GELİRLERİ TAHMİNİ by Deniz Koçak, Abdulkerim Çalışkan, Yasin Ertürk, Hilmi Ünsal

“…Bu sonuçların, vergi gelirlerinin tahmininde anlamlı ve etkin bir tahmin modeli oluşturulmasına temel sağlayacağına inanılmaktadır.…”
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Turtles and ice: winter activity in non-native turtles in Romania by Oana Iftime, Alexandru Iftime

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Outcome for Patients with Triple-Negative Breast Cancer Is Not Dependent on Race/Ethnicity by Quyen D. Chu, Amanda E. Henderson, Fred Ampil, Benjamin D. L. Li

“…ZIP code-based income tract and institutional financial data were used to assess SES. Data were analyzed using Kaplan-Meier survival analysis, log-rank tests, Cox Proportional hazard regression, chi square test, and t-tests. …”
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Obituario: Prof. Víctor Hugo Ruiz Rodríguez by Margarita Marchant San Martín

“…En el último año, Diego le cumplió su deseo de ser abuelo, de Abby, su nieta. …”
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Philosophical biography : some problems of conceptualization by Irina Polyakova

“…In this context such notions as “life-course”, “trajectory”, and “life-course trajectory” are analyzed; and the grounds of the unity of biographical content are revealed.This article claims that the unity of biographical content is determined by the author’s philosophical worldview. …”
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Breast Cancer Detection Using Ensemble Classifiers for Accuracy Improvement by Mahboubeh Shamsi, Mohadaseh Karimian, Marziyeh Karimian

“…Our proposed model in the WBC database (reducing features by cfs+ optimizing samples using Resample+ ensemble classifier using data mining algorithms (kstar + random forest + Naïve Bayes and Bayes network)) has the best detection accuracy ( 100%), implementation time (0 seconds) and without any errors and on the WDBC database (reducing features by cfs+ optimizing samples using Resample+ ensemble classifier using data mining algorithms (IBK algorithm+ Naïve Bayes, Bayes network and kstar)) has an accuracy of 99/29, the implementation time is 0 seconds, and the mean absolute error is 0/007. …”
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HIV-associated Lipodystrophy Syndrome: A Review of Clinical Aspects by Jean-Guy Baril, Patrice Junod, Roger LeBlanc, Harold Dion, Rachel Therrien, François Laplante, Julian Falutz, Pierre Côté, Marie-Nicole Hébert, Richard Lalonde, Normand Lapointe, Dominic Lévesque, Lyse Pinault, Danielle Rouleau, Cécile Tremblay, Benoît Trottier, Sylvie Trottier, Chris Tsoukas, Karl Weiss

“…Approximately two years after the introduction of highly active antiretroviral therapy for the treatment of HIV infection, body shape changes and metabolic abnormalities were increasingly observed. …”
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Physicochemical properties of water quality of Imeh, Edegelem and Chokocho communities located along Otamiri-oche River in Etche Ethnic Nationality of Rivers State, Nigeria by BM Onyegeme-Okerenta, C Obia, MO Wegwu

“…The results of the statistical analyses showed a significant difference (p<0.05) between the rainy and dry seasons. © JASEM Keywords: River, physico-chemical parameters, pH, rainy and dry seasons   …”
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Microstructure, hardness and interfacial energy in Co-9Al-10W-xNi (x=15, 25, 35 at. %) alloys during aging by Che C., Yang S., Wei M., Zhang L., Li Q., Gao J., Du Y.

“…The temporal evolution of the microstructure and hardness in the Co-9Al-10W-xNi (x=15, 25, 35) alloys during aging process was measured, from which the effect of additional Ni contents, aging temperature and time on microstructure and hardness in the three Co-Al- W-Ni alloys was analyzed. Considering that the alloy compositions and heat treatment are not directly related with the hardness, the relationship between hardness and microstructure was then linked. …”
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Pulmonary Thromboembolism in a Child with Sickle Cell Hemoglobin D Disease in the Setting of Acute Chest Syndrome by Hazel Villanueva, Sandeepkumar Kuril, Jennifer Krajewski, Aziza Sedrak

“…Our patient responded to treatment with anticoagulant therapy. Conclusion. There are no cases reported in children with HbSD disease presenting as ACS with pulmonary thromboembolism. …”
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MicroRNA Biomarker hsa-miR-195-5p for Detecting the Risk of Lung Cancer by Lei Li, Tienan Feng, Weituo Zhang, Sumeng Gao, Ruoyang Wang, Wenwen Lv, Tengteng Zhu, Herbert Yu, Biyun Qian

“…Coexpression network and pathway analysis were carried out to explore the mechanism. …”
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The Effect of Steep Trendelenburg Positioning on Retinal Structure and Function during Robotic-Assisted Laparoscopic Procedures by Kazuyuki Hirooka, Kaori Ukegawa, Eri Nitta, Nobufumi Ueda, Yushi Hayashida, Hiromi Hirama, Rikiya Taoka, Yuma Sakura, Mari Yamasaki, Hiroyuki Tsunemori, Mikio Sugimoto, Yoshiyuki Kakehi

“…Serial retinal nerve fiber layer (RNFL) thicknesses and visual field progression were assessed using the guided progression analysis software program. RNFL thickness progression and visual field progression were evaluated by event analysis. …”
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LOS DESAFÍOS REGIONALES FRENTE A LA MUNDIALIZACIÓN DE LOS TERRITORIOS: LA SOCIEDAD MENDOCINA EN LOS 90' by Elma Montaña

“…Esto incidió en que la reestructuración económica comenzara en Mendoza, con cierta antelación a los cambios que se producirían en el nivel nacional. …”
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IMU Sensor-Based Worker Behavior Recognition and Construction of a Cyber–Physical System Environment by Sehwan Park, Minkyo Youm, Junkyeong Kim

“…Recently, AI-based video analysis systems for detecting safety accidents have been introduced. …”
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Exploring the multifaceted roles of Sonneratia apetala and Nipa fruticans in coastal habitat restoration and bioactive properties discovery by Sabina Yasmine, Rezwana Zaman Proma, Md. Ripaj Uddin, Mohammad Saydur Rahman, Md. Hamedul Islam, Muhammad Abdullah Al Mansur, AHM Shofiul Islam Molla Jamal, Abu Yousuf, Md. Hasnain Mustak, Sarker Kamruzzaman, M. Mahboob Ali Siddiqi

“…Results: S. apetala fruits exhibit substantial antioxidant, antimicrobial, analgesic, antidiarrheal, and anti-diabetic properties. …”
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Ash Evaluation of Indonesian Coal Blending for Pulverized Coal-Fired Boilers by null Hariana, Adi Prismantoko, Ganda Arif Ahmadi, Arif Darmawan

“…The ash particles’ characteristics and material composition were also analyzed using scanning electron microscopy with energy-dispersive X-ray (SEM-EDX) and X-ray diffraction (XRD), respectively. …”
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Urban Vitality Measurement Through Big Data and Internet of Things Technologies by Young-Long Kim

“…This approach offers a more dynamic and comprehensive picture of urban vitality, facilitated by advanced analytical tools such as machine learning and predictive analytics, which can interpret complex datasets to offer real-time insights and better decision-making for urban planning. …”
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Enhancement of Mechanical and Thermal Properties of Poly(L-lactide) Nanocomposites Filled with Synthetic Layered Compounds by Telma Nogueira Caio, Núria Gonçalves, Fernando Wypych, Liliane Maria Ferrareso Lona

“…The effects of a layered double hydroxide (LDH) (Zn/Al palmitate) and two layered hydroxide salts (LHS), intercalated with the anion salicylate or palmitate, on the properties of poly(L-lactide) (PLLA) nanocomposites were investigated. …”
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Clean-Room Air Conditioning Control Based on Improved Min-Max Robust Model Predictive Control Algorithm by Qiang Luo, Ting Wang

“…Subsequently, an improved Min Max robust model predictive control algorithm was proposed to control the parameters of the model, and compared and analyzed with the original algorithm. The simulation results indicated that the PMV index of the model predictive control algorithm was 0.66 at the lowest and 0.68 at the highest. …”
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