Enhanced machine learning model for classification of the impact of technostress in the COVID and post-COVID era by Gabriel James, Anietie Ekong, Aloysius Akpanobong, Enefiok Etuk, Saviour Inyang, Samuel Oyong, Ifeoma Ohaeri, Chikodili Orazulume, Peace Okafor

“…The global crisis caused by the coronavirus outbreak and other diseases has significantly changed daily life, work, and education, forcing individuals and organizations to adapt to evolving virtual environments. …”
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A háború megszokása by Gábor Kállai R.

“…Getting Used to War Facebook has become part of everyday life. Apart from the algorithm-generated business and political ads, Facebook’s bubbles are unique, yet inevitably attract real or fake news about the Russian-Ukrainian war. …”
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VIBRATION FATIGUE ANALYSIS AND OPTIMAL DESIGN OF ALTERNATOR BRACKET by LU Jian, ZHONG ZiFeng

“…Thirdly, the alternator bracket was optimal designed by adopting large scale generalized reduced gradient algorithm, it can meet fatigue and strength performance requirements after optimization. …”
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Improving Performance of KNN and C4.5 using Particle Swarm Optimization in Classification of Heart Diseases by Pareza Alam Jusia, Abdul Rahim, Herti Yani, Jasmir Jasmir

“…In this research, a comparison was made of the performance of the PSO-based K-NN and C4.5 algorithms. Following experiments employing PSO optimization to improve the K-NN and C4.5 algorithms, the findings indicated that the K-NN algorithm performed exceptionally well with PSO, achieving an accuracy of 89.09%, precision of 89.61%, recall of 90.79%, and an AUC value of 0.935.…”
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An Early Warning Method of Unbalanced Power Battery Capacity Attenuation Based on ARIMA Model by KANG Zuchao, XIONG Gang, WANG Wenming, ZHONG Xiongwu, ZHOU Yanhui

“…Unbalanced attenuation of power battery capacity of green energy bus has a large impact on the service life of battery and driving safety. It is of important significance to study a timely warning algorithm of the unbalance of power battery capacity attenuation. …”
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Symptomatic Epileptic Seizures in Patients with Brain Gliomas by D. I. Abzalova, A. V. Prirodov, M. V. Sinkin

“…Epileptic seizures are an important problem that significantly worsens the quality of patients’ life with both newly diagnosed and recurrent brain gliomas.Review. …”
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An Optimization Method for Condition Based Maintenance of Aircraft Fleet Considering Prognostics Uncertainty by Qiang Feng, Yiran Chen, Bo Sun, Songjie Li

“…Further, an optimization method for fleet dispatch and CBM under acceptable risk is proposed based on an improved genetic algorithm. Finally, a fleet of 10 aircrafts is studied to verify the proposed method. …”
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Virtual enterprise based on the Lotsman PLM SYSTEM as a multi-agent system by D. V. Koshutin

“…The article presents the structure of a virtual enterprise for industrial enterprises based on the integration method chosen as a result of comparative analysis of the Lotsman product life cycle assurance system using the solution of the Askon Corporation. …”
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THE HISTORY OF STEREOTACTIC RADIOSURGERY DEVELOPMENT AND ITS ROLE IN THE TREATMENT OF BRAIN METASTASES by O. T. Engel, A. V. Nazarenko

“…That, probably, helps to preserve neurocognitive function and quality of life for patients with good performance status according to Karnofsky scale (index ³ 70). …”
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Forecasting COVID-19 cases based on mobility by Mehmet Şahin

“…In this context, various machine learning algorithms are implemented to obtain accurate predictions. …”
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Control of dynamic biped walking machine with limited friction in foot by Borina A.P.

“…A dynamic walking control algorithm with a hierarchical structure is proposed in the article. …”
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A window into the mind-brain-body interplay: Development of diagnostic, prognostic biomarkers, and rehabilitation strategies in functional motor disorders. by Marialuisa Gandolfi, Angela Sandri, Sara Mariotto, Stefano Tamburin, Anna Paolicelli, Mirta Fiorio, Giulia Pedrotti, Paolo Barone, Maria Teresa Pellecchia, Roberto Erro, Sofia Cuoco, Immacolata Carotenuto, Claudia Vinciguerra, Annibale Botto, Lucia Zenere, Elisa Canu, Elisa Sibilla, Massimo Filippi, Elisabetta Sarasso, Federica Agosta, Michele Tinazzi, Group Collaborators Consortium

“…Finally, the algorithm's prognostic value will be explored post-rehabilitation in one subgroup of patients with FMD.…”
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Unleashing the power of intelligence: revolutionizing malaria outbreak preparedness with an advanced warning system in Benin, West Africa by Gouvidé Jean Gbaguidi, Nikita Topanou, Walter Leal Filho, Komi Agboka, Guillaume K. Ketoh

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INTERGENIC INTERACTIONS OF TUMOR NECROSIS FACTOR ALPHA, INTERLEUKIN 17, AND OSTEOPROTEGERIN IN THE IMMUNOPATHOGENESIS OF RHEUMATOID ARTHRITIS IN THE RUSSIAN POPULATION OF THE CHELY... by Yulia Chumacheva, Daria Stashkevich, Tatiana Suslova, Daria Shmelkova, Aleksandra Burmistrova

“…To analyse the data we applied the multifactor dimensionality reduction (MDR) algorithm, which constructs predictive case–control models and evaluates their robustness through ten-fold cross-validation and permutation testing.The algorithm identified three most informative combinations comprising four to six SNPs each; every combination showed statistical significance and high predictive accuracy. …”
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A Practical Model for Predicting Esophageal Variceal Rebleeding in Patients with Hepatitis B-Associated Cirrhosis by Linxiang Liu, Yuan Nie, Qi Liu, Xuan Zhu

“…Variceal rebleeding is a significant and potentially life-threatening complication of cirrhosis. Unfortunately, currently, there is no reliable method for stratifying high-risk patients. …”
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Trends in Russia’s GDP Growth under Environmental Constraints by Z. V. Bragina, A. R. Denisov, N. N. Masyuk, N. V. Steblyanskii

“…Methods used: empirical and statistical analysis, building regression models, algorithmic and predictions, building time trends, etc. …”
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Recommendations on Chronic Constipation (Including Constipation Associated with Irritable Bowel Syndrome) Treatment by Pierre Paré, Ronald Bridges, Malcolm C Champion, Subhas C Ganguli, James R Gray, E Jan Irvine, Victor Plourde, Pierre Poitras, Geoffrey K Turnbull, Paul Moayyedi, Nigel Flook, Stephen M Collins

“…A treatment algorithm was developed by the group for CC and constipation associated with irritable bowel syndrome. …”
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Designing an e-learning course in the context of professional training of future workers in the tourism industry by Elena Alexandrovna Panina

“…In the context of digital restructuring of all spheres of human life, the most important place belongs to the formation of a digital educational environment as a tool for the flexible adaptation of educational institutions to permanently changing environmental conditions (requirements of Federal state educational standards, competitive struggle of universities in the educational space, requests from employers, etc.). …”
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An ImmunoSignature test distinguishes Trypanosoma cruzi, hepatitis B, hepatitis C and West Nile virus seropositivity among asymptomatic blood donors. by Michael Rowe, Jonathan Melnick, Robert Gerwien, Joseph B Legutki, Jessica Pfeilsticker, Theodore M Tarasow, Kathryn F Sykes

“…<h4>Background</h4>The complexity of the eukaryotic parasite Trypanosoma (T.) cruzi manifests in its highly dynamic genome, multi-host life cycle, progressive morphologies and immune-evasion mechanisms. …”
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Robust Predefined Time Stability of nth-Order Systems Subject to Deterministic Matched Disturbances by Nain de la Cruz, Ernesto Rincon, Roxana Garcia-Andrade, Arnoldo Fernandez-Ramirez, Yasser A. Davizón, José Isidro Hernández-Vega, Carlos Hernandez-Santos

“…However, previously proposed predefined time control algorithms have drawbacks that need to be tackled. For this reason, the authors present another form of predefined time control algorithm that can be coupled with any observer (in the case where not all the states of the system can be measured) or any other robust controller to robustify the system against matched disturbances. …”
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