Multi-label text classification via secondary use of large clinical real-world data sets by Sai Pavan Kumar Veeranki, Akhila Abdulnazar, Diether Kramer, Markus Kreuzthaler, David Benjamin Lumenta

“…Support vector machines as a classical machine learning method outperformed the non-contextual fastText approach. …”
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A Machine Learning Based Framework for a Stage-Wise Classification of Date Palm White Scale Disease by Abdelaaziz Hessane, Ahmed El Youssefi, Yousef Farhaoui, Badraddine Aghoutane, Fatima Amounas

“…To classify the WSD into its four classes (healthy, low infestation degree, medium infestation degree, and high infestation degree), two types of ML algorithms were tested; classical machine learning methods, namely, support vector machine (SVM) and k-nearest neighbors (KNN), and ensemble learning methods such as random forest (RF) and light gradient boosting machine (LightGBM). …”
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Assessment of the stocks and forecast of the catches of bream (Abramis brama Linnaeus, 1758), common carp (Cyprinus carpio Linnaeus, 1758), roach (Rutilus rutilus Linnaeus, 1758),... by O. Marenkov, O. Nesterenko, I. Borovyk, M. Shmahailo, A. Hamolin

“…Biological analysis of fish was carried out according to classical methods in ichthyology using the following parameters: standard body length, individual weight, sex and condition factor. …”
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Morphologically-analyzed and syntactically-annotated Quran datasetMendeley Data by Majdi Sawalha, Faisal Al-Shargi, Sane Yagi, Abdallah T. AlShdaifat, Bassam Hammo, Mariam Belajeed, Lubna R. Al-Ogaili

“…The Quran, being a cornerstone of classical Arabic, presents unique challenges for NLP due to its sacred nature and complex linguistic features. …”
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Synthesis and application of iron nanoparticles from scrap metal for triclosan degradation in water via Fenton and Sono-Fenton oxidation by S. Bhaskar, K.V. Apoorva, Shabina Ashraf, T. Athul Devan

“…Sono-Fenton oxidation enhanced the production of hydroxyl radicals, resulting in a 14 % higher removal efficiency and a shorter treatment time compared to classical Fenton oxidation. Catalyst reusability studies demonstrated that Sono-Fenton oxidation maintained higher efficiency levels throughout multiple reuse cycles compared to Fenton oxidation. …”
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Da-Chuan-Xiong Decoction Ameliorates Sodium Sensitivity and Plasma Norepinephrine via Attenuation of Brain Oxidative Stress in the DOCA-Salt Hypertensive Rats by Qi Zhang, Hao Li, Shan Zhao, Fangfang Li, Yingying Tan

“…Da-Chuan-Xiong Decoction (DCXD) is an aqueous extract from a classic Chinese herbal formula composed of dried rhizomes of Ligusticum chuanxiong Hort and Gastrodia elata Bl. in the mass ratio of 4 : 1. …”
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Exploring novel solitary wave phenomena in Klein–Gordon equation using $$\phi ^{6}$$ ϕ 6 model expansion method by Yasir A. Madani, Khidir Shaib Mohamed, Sadia Yasin, Sehrish Ramzan, Khaled Aldwoah, Mohammed Hassan

“…In theoretical physics, particularly in field theory and quantum mechanics, the Klein–Gordon equation is a classical model. By studying this model, we can illustrate the waves and particles movements at relativistic speeds. …”
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Mapping global annual urban land cover fractions (2001–2020) derived with multi-objective deep learning by Haoyu Wang, Qian Wang, Xiuyuan Zhang, Shihong Du, Lubin Bai, Shuping Xiong

“…However, V-C-B-I-S-W six kinds of ULC extraction is much more difficult than classical V-I-S extraction, especially for distinguishing non-crop vegetation and cropland, buildings and non-build impervious. …”
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Foreign Aid’s Effect on Political Risks for Foreign Direct Investment: A Literature Review by V. I. Bartenev

“…This literature review aims to consolidate the academic exploration of the enduring classic foreign aid tools' impact on the political risks associated with foreign direct investment (FDI), and identifies prevalent limitations while suggesting approaches to overcome these challenges.The first section delineates the central theme and rationale behind the literature selection process, utilizing the Google Scholar database to contextualize the research within a comprehensive framework. …”
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Patients outcomes in lung adenocarcinoma transforming to small-cell lung cancer after tyrosine kinase inhibitor therapy by Shuai Wang, Yongsen Wang, Xuan Wu, Li Yang, Xiaoju Zhang

“…Conclusion Transformed SCLC exhibited poor response to primary SCLC classic chemotherapy and immunotherapy. It carries a worse prognosis. …”
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Under the Light of the Population Register Dated 1857 An Evaluation upon the Socio-Economic Lives of the Gypsy Living in İstanbul by Ayşegül Kuş

“…More probaly, due to the fact that the Ottoman state had a suspicious look at them, they were not included in the classical “Millet Sistem”. The Gypsies have generally been followed from an eye outside and some information pertaining to them has been obtained from some historical records or the narrations romanticized. …”
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A measure of the difference between test sets for generating controlled random tests by V. N. Yarmolik, V. V. Petrovskaya, I. Mrozek

“…The main attention is paid to binary test sets, when the task of calculating given difference metric is reduced to the classical assignment problem using the Hungarian algorithm. …”
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Insight into the avidity–affinity relationship of the bivalent, pH-dependent interaction between IgG and FcRn by Johannes Reusch, Jan Terje Andersen, Ulrich Rant, Tilman Schlothauer

“…Furthermore, IgG1-YTE displayed a pH switch for the avidity enhancement factor at pH 6.2, reflecting strong receptor binding to both sides of the YTE-containing Fc, while avidity was abolished at pH 7.4. When compared with classical surface plasmon resonance (SPR) technology and complementary methods, the use of switchSENSE demonstrated superior capabilities in differentiating affinity from avidity within a single measurement. …”
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Evaluation of Dynamic Compaction Load Conversion Methods and Vibration Reduction Treatments by Jixuan Li, Wenli Wang, Longping Luo, Xiaoliang Yao, Jiangang Hu

“…It also investigates the effect of vibration isolation treatments on the vibration reduction performance of loess foundations, with the goal of optimizing vibration control during DC construction. Five classical methods were used to convert the DC loads into time-dependent surface loads, which were subsequently fed into Plaxis’s dynamic multiplier table for the numerical implementation of DC tests. …”
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Pathological manifestations in lymphatic filariasis correlate with lack of inhibitory properties of IgG4 antibodies on IgE-activated granulocytes. by Ulrich F Prodjinotho, Charlotte von Horn, Alex Y Debrah, Linda Batsa Debrah, Anna Albers, Laura E Layland, Achim Hoerauf, Tomabu Adjobimey

“…To guarantee their own survival, they induce alongside the classical Th2 a strong regulatory response with high levels of anti-inflammatory cytokines and elevated plasma levels of IgG4. …”
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Monoallelic variants resulting in substitutions of MAB21L1 Arg51 Cause Aniridia and microphthalmia. by Hildegard Nikki Hall, Hemant Bengani, Robert B Hufnagel, Giuseppe Damante, Morad Ansari, Joseph A Marsh, Graeme R Grimes, Alex von Kriegsheim, David Moore, Lisa McKie, Jamalia Rahmat, Catia Mio, Moira Blyth, Wee Teik Keng, Lily Islam, Meriel McEntargart, Marcel M Mannens, Veronica Van Heyningen, Joe Rainger, Brian P Brooks, David R FitzPatrick

“…Classical aniridia is a congenital and progressive panocular disorder almost exclusively caused by heterozygous loss-of-function variants at the PAX6 locus. …”
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Effects of Different Inspiratory Muscle Training Protocols on Exercise Capacity, Respiratory Muscle Strength, and Health-Related Quality of Life in Patients with Hypertension by İrem Hüzmeli, Nihan Katayıfçı, Fatih Yalçın, Esra Doğru Hüzmeli

“…Forty-five patients (58.37 ± 8.53 y, 7F/38M) with HT received IMT (7 days/8 weeks) by POWERbreathe® Classic LR device and were randomized to control group (CG, 10% maximal inspiratory pressure (MIP), n: 15), low-load group (LLG, 30% MIP), and high-load group (HLG, %50 MIP). …”
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THE VARIABLE GEOMETRY OF COPYRIGHT AND AI IN THE EUROPEAN AND ISLAMIC LEGAL LANDSCAPES by Rebecca-Georgia DUNCA

“…This article explores, ab initio, the complex interplay between copyright protection in the light of European and Islamic law, respectively the legal implications of AI on copyright, drawing on classic European and Islamic legal sources and, intrinsically, contemporary research. …”
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Modified Green-Ampt model for infiltration analysis in loess area and its parameter determination and verification by Yunxin Zheng, Zhiping Hu, Rui Wang, Songli Chen, Xiang Ren, Yonghui Zhang

“…Abstract Water infiltration into soil is important in geotechnical engineering. The classical Green-Ampt (GA) infiltration model is widely used in soil infiltration due to its physical significance, but it ignores the actual unsaturated layer in the infiltration process and has some deficiencies. …”
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A Fatal Case of Primary Amoebic Meningoencephalitis from Recreational Waters by Edward Hamaty, Saif Faiek, Minesh Nandi, David Stidd, Manish Trivedi, Hari Kandukuri

“…Although most commonly seen in the southern United States, it is essential to keep this clinical suspicion in mind regardless of geography, as presenting symptoms can be very similar to classic bacterial meningitis. Case Summary. We report the first-ever case in the state of New Jersey of a 29-year-old male presented after a visit to a recreational water park in Texas five days before his presentation with altered mental status. …”
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