WGAN-DL-IDS: An Efficient Framework for Intrusion Detection System Using WGAN, Random Forest, and Deep Learning Approaches by Shehla Gul, Sobia Arshad, Sanay Muhammad Umar Saeed, Adeel Akram, Muhammad Awais Azam

“…In our efficient and novel framework, we integrate an oversampling strategy that uses Generative Adversarial Networks (GANs) to overcome the difficulties introduced by imbalanced datasets, and we use the Random Forest (RF) importance algorithm to select a subset of features that best represent the dataset to reduce the dimensionality of a training dataset. …”
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Yapay Zeka, Deepfake ve Yeni Nesil Cinsel Suçlar by Efe Can Karabulat

“…Geçtiğimiz 5 yıllık süreçte, yapay zeka, bilgi ve iletişim teknolojisi alanındaki gelişmeler, insan hayatını derinden etkilemiş, özellikle ceza hukukunu etkileyecek surette yeni paradigmalar ve sosyal sorunlar ortaya çıkarmıştır. …”
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Travma Hastalarında Kullanılan Bakım Paketlerinin Hasta Sonuçlarına Etkisi: Literatür Derlemesi by Tülay Kılınç, Seçkin Karakuş, İbrahim Ozlu, Rumeysa Lale Toraman, Zeynep Karaman Özlü

“…Bu derlemede, önemli bir halk sağlığı sorunu, mortalite ve morbidite nedeni olan travmaların tedavi ve bakımında bakım paketlerinin kullanımının hasta sonuçlarına etkisi literatürde yer alan güncel çalışmalarla tartışılmıştır.…”
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Automatically generated language learning exercises for Finno-Ugric languages by Zsanett Ferenczi

“…Due to the large size of the previously collected data sets, to date, only a subset of the analyzed sentences and the bilingual translation pairs has been manually evaluated. …”
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The impact of age on genetic risk for common diseases. by Xilin Jiang, Chris Holmes, Gil McVean

“…We use a proportional hazards model within an interval-based censoring methodology to estimate age-varying individual variant contributions to genetic relative risk for 24 common diseases within the British ancestry subset of UK Biobank, applying a Bayesian clustering approach to group variants by their relative risk profile over age and permutation tests for age dependency and multiplicity of profiles. …”
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Taichi on the brain: an activation likelihood estimated meta-analysis of functional neuroimaging data by Shengxin Wang, Tianyu Liu, Jingtao Du, Jun Chen, Xiufen Luo, Yujie Meng, Chun Zeng, Xupeng Zhang, Binghua Shao

“…The present research endeavor aims to elucidate the neurocognitive impacts of TCC compared to alternative exercise modalities or therapeutic interventions.MethodsA systematic meta-analysis was undertaken, encompassing a rigorous review of diverse datasets, wherein 422 scholarly articles were examined, with a subset of 18 articles meeting the stringent criteria for inclusion in the analytical framework.ResultsThe study cohort comprised 677 participants, characterized by a mean age of 56.52 ± 14.89 years and an average educational attainment of 11.06 ± 3.32 years. …”
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On derivations of pseudo L-algebras by Yu Qian Guo, Xiao Long Xin

“…We introduce the definition of a pre-ideal and also introduce the definition of a non-empty subset I in pseudo L-algebra, which is d-invariant, and prove that every pre-ideal I in pseudo CKL-algebra is d-invariant, where d is a derivation. …”
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It’s Hard to Prepare for Task Novelty: Cueing the Novelty of Upcoming Tasks Does Not Facilitate Task Performance by Mengqiao Chai, Ana F. Palenciano, Ravi Mill, Michael W. Cole, Senne Braem

“…Across four experiments, participants were first trained on a subset of tasks, followed by a test session in which pre-cues were provided in some blocks but not others. …”
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Factor Graph-Based Planning as Inference for Autonomous Vehicle Racing by Salman Bari, Xiagong Wang, Ahmad Schoha Haidari, Dirk Wollherr

“…The localized design thinking inherent in this formulation ensures that motion objectives depend on a small subset of variables. We exploit the locality feature of the factor graph structure to integrate the minimum curvature path and local planning computations into a unified algorithm. …”
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Oilseed Meal Effects on the Emergence and Survival of Crop and Weed Species by Katie L. Rothlisberger, Frank M. Hons, Terry J. Gentry, Scott A. Senseman

“…A 14-day greenhouse study determined that Sinapis alba (white mustard), Brassica juncea (Indian mustard), Camelina sativa, and Jatropha curcas applied to soil at varying application rates [0, 0.5, 1.0, and 2.5% (w/w)] and incubation times (1, 7, and 14 d) prior to planting affected seed emergence and seedling survival of cotton [Gossypium hirsutum (L.)], sorghum [Sorghum bicolor (L.) …”
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Validation of the Japanese Version of the Questionnaire for Impulsive-Compulsive Disorders in Parkinson’s Disease-Rating Scale (QUIP-RS) by Maiko Takahashi, Jinsoo Koh, Shoko Yorozu, Yoshinori Kajimoto, Yoshiaki Nakayama, Mayumi Sakata, Masaaki Yasui, Yasuhiro Hiwatani, Daniel Weintraub, Hidefumi Ito

“…Interinstitutional reliability and test-retest reliability were also assessed for a subset of participants. Results. Twenty-six (16.1%) participants were diagnosed with ICB. …”
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İş Stresini Azaltmada Kadınların ve Erkeklerin Sosyal Destek Kaynakları Değişir mi? Araştırma Görevlileri Üzerine Bir İnceleme by Hatice Coşkunoğlu, Ozan Büyükyılmaz

“…Çalışma bulgularının sosyal destek ile çalışan sağlığı ilişkisine yönelik güncel anlayışa katkıda bulunacağı düşünülmektedir. …”
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A novel approach to Lyapunov stability of Caputo fractional dynamic equations on time scale using a new generalized derivative by Michael Precious Ineh, Edet Peter Akpan, Hossam A. Nabwey

“…In this work, we introduced a generalized concept of Caputo fractional derivatives, specifically the Caputo fractional delta derivative (Fr$ \Delta $D) and Caputo fractional delta Dini derivative (Fr$ \Delta $DiD) of order $ \alpha \in (0, 1) $, on an arbitrary time domain $ \mathbb{T} $, which was a closed subset of $ \mathbb{R} $. By bridging the gap between discrete and continuous time domains, this unified framework enabled a more thorough approach to stability and asymptotic stability analysis on time scales. …”
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A cross-sectional study of essential surgical, obstetric, and anaesthesia care capacity in the public sector in Fiji. by Ashneel Sundar, Jope Makutu, Ifereimi Waqainabete, Grace Zhang, Jemesa Tudravu, Josese Turagava, Kiki Maoate, Rajeev Patel, Rennie Xinrui Qin

“…The Lancet Commission on Global Surgery indicator collection highlighted gaps in surgical, obstetric, and anaesthesia (SOA) care in Fiji. …”
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Liver-innervating vagal sensory neurons are indispensable for the development of hepatic steatosis and anxiety-like behavior in diet-induced obese mice by Jiyeon Hwang, Sangbhin Lee, Junichi Okada, Li Liu, Jeffrey E. Pessin, Streamson C. Chua, Gary J. Schwartz, Young-Hwan Jo

“…Here, we investigate the impact of liver-projecting vagal sensory neurons on energy balance, hepatic steatosis, and anxiety-like behavior in mice under obesogenic conditions. A small subset of vagal sensory neurons innervate the liver and project centrally to the nucleus of the tractus solitarius, area postrema, and dorsal motor nucleus of the vagus, and peripherally to the periportal areas in the liver. …”
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A Case of Non-Small Cell Lung Cancer with Possible “Disease Flare” on Nivolumab Treatment by Shotaro Chubachi, Hiroyuki Yasuda, Hidehiro Irie, Koichi Fukunaga, Katsuhiko Naoki, Kenzo Soejima, Tomoko Betsuyaku

“…We believe that physicians should be made aware that, in a subset of NSCLC patients, disease flare might occur on nivolumab treatment.…”
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Feature selection based on Mahalanobis distance for early Parkinson disease classification by Mustafa Noaman Kadhim, Dhiah Al-Shammary, Ahmed M. Mahdi, Ayman Ibaida

“…Features with larger Mahalanobis distances are deemed more relevant as they exhibit greater discriminative power relative to the dataset's distribution, aiding in effective feature subset selection. Significant improvements in classification performance were observed across all models. …”
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Türk Yargıtay Kararları Işığında Metaverse’te Özel Boşanma Sebepleri by Merve Özaydın, Doğa Ekrem Doğancı

“…Bu anlamda incelenen olguların boşanma sebebi olup olmayacağı ve boşanma sebebi ise hangi tür boşanma sebebi içinde değerlendirilebileceği güncel ve kritik sorular olup bunların cevabı incelemenin ana konusunu oluşturacaktır. …”
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The association between the oral microbiome and hypertension: a systematic review by Sadeq Ali Al-Maweri, Abeer A. Al-Mashraqi, Gamilah Al-Qadhi, Nezar Al-Hebshi, Raidan Ba-Hattab

“…Despite the heterogeneity between the included studies, a subset of microbial taxa seems to be consistently enriched in hypertension. …”
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Optogenetic screening of MCT1 activity implicates a cluster of non-steroidal anti-inflammatory drugs (NSAIDs) as inhibitors of lactate transport. by Scott A Wegner, Hahn Kim, José L Avalos

“…Therefore, we conducted an optogenetic drug screen in Saccharomyces cerevisiae on a subset of the FDA-approved drug library to identify existing scaffolds that could be repurposed as monocarboxylate transporter (MCT) inhibitors. …”
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