Data-driven insights into pre-slaughter mortality: Machine learning for predicting high dead on arrival in meat-type ducks by Chalita Jainonthee, Phutsadee Sanwisate, Panneepa Sivapirunthep, Chanporn Chaosap, Raktham Mektrirat, Sudarat Chadsuthi, Veerasak Punyapornwithaya

“…The results of the high DOA classification indicated that among all models, XGBoost-Up, XGBoost-Down, and RF-Down were the top three models, achieving the highest overall scores in evaluation metrics including Area Under the ROC Curve (AUC), sensitivity, precision, and F1-score. …”
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Analyzing Strategies for Climate Change Mitigation: An ISM MICMAC Approach with a Focus on Sustainable Development by Mahaur Chetna, Peter Sonia

“…Climate change has become a global issue nowadays, affecting countries all over the world. …”
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Modelling the Trend of Zagros Forest Degradation using Logistic Regression (Case study: Chardavol Forest of Ilam province) by Ali Mahdavi, Somayeh Rangin, Hossein Mehdizadeh, Vahid Mirzaei Zadeh

“…Then, forest cover changes map and physiographic (slope, aspect, altitude) and human (distance to road and distance to residential areas) variables were integrated into regression logistic model. 3-Results and Discussion The results of the supervised classification in the studied area were compared and statistically analyzed for classification accuracy using general and Kappa reliability coefficients, as the images of years 1997 and 2014 had a total accuracy of 86.11 and 86.39%, respectively. …”
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Aero-engine fault diagnosis based on time series anomaly detection by WANG Yinru

“…The fault diagnosis of aero-engines is confronted with a data skew issue，where the number of fault sam ples is significantly fewer than normal samples，and the fault samples can't adequately represent the entire operating conditions，resulting in poor generalization ability of conventional classification models. …”
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From KL Divergence to Wasserstein Distance: Enhancing Autoencoders with FID Analysis by Laxmi Kanta Poudel, Kshtiz Aryal, Rajendra Bahadur Thapa, Sushil Poudel

“…Additionally, the evaluation considers the issue of class imbalance in the ODIR dataset, where WAEs demon- strate superior accuracy and precision in classification tasks. …”
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Introduction pages, Nova Geodesia 5(3), 2025 by Paul SESTRAS

“… Nova Geodesia (https://novageodesia.ro), Issue 3, Volume 5, 2025: The papers published in this issue represent interesting novelties in different topics of geodetic science or related fields. …”
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Views regarding methodology of contemporary European studies by Grigore VASILESCU, Cristina MORARI

“…Another problem is the controversy of the issue, because there are a lot of visions and opinions regarding the status of European Studies methodology. …”
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FINANCIAL REPORTING: ANALYSIS OF THE REGULATORY FRAMEWORK OF THE REPUBLIC OF MOLDOVA by Liliana LAZARI, Irina IAVORSCHI

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Secure Access Control and Large Scale Robust Representation for Online Multimedia Event Detection by Changyu Liu, Bin Lu, Huiling Li

“…However, there are a secure access control issue and a large scale robust representation issue when we want to integrate traditional event detection algorithms into the online environment. …”
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Multi-dimensional Exposure Characteristics and Health Benefits Differentiation of Green Spaces within Community Life Circle by Hailin HONG, Qing CHANG

“…Urban green spaces (UGS) — a critical natural resource in urban environments — are increasingly acknowledged as an essential tool for mitigating urbanization-related issues and reducing public health risks. Therefore, providing effective green space to urban dwellers is critical for environmental and social interventions in public health. …”
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The Relationship between Socioeconomic Status and Social Health of the Elderly in Tehran with a Focus on the Mediating Role of Family Social Support by Mina Inanloo, Khadijeh Safiri, Afsaneh Tavassoli

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Preoperative Briganti Nomogram Score and Risk of Prostate Cancer Progression After Robotic Surgery Beyond EAU Risk Categories by Antonio Benito Porcaro, Rossella Orlando, Andrea Panunzio, Alessandro Tafuri, Alberto Baielli, Francesco Artoni, Claudio Brancelli, Luca Roggero, Sonia Costantino, Andrea Franceschini, Michele Boldini, Lorenzo Pierangelo Treccani, Francesca Montanaro, Sebastian Gallina, Alberto Bianchi, Emanuele Serafin, Giovanni Mazzucato, Francesco Ditonno, Mariana Finocchiaro, Alessandro Veccia, Riccardo Rizzetto, Matteo Brunelli, Vincenzo De Marco, Salvatore Siracusano, Maria Angela Cerruto, Riccardo Bertolo, Alessandro Antonelli

“…According to the EAU classification system, 297 (28.4%) patients were low-risk, 527 (50.3%) intermediate-risk, and 223 (21.3%) high-risk. …”
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Analisis Perbandingan Model Bert Dan Xlnet Untuk Klasifikasi Tweet Bully Pada Twitter by Teuku Radillah, Okta Veza, Sarjon Defit

“…In order to address this issue, automatic detection of tweets containing bullying content is crucial. …”
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Multimodal diagnosis of Alzheimer’s disease based on resting-state electroencephalography and structural magnetic resonance imaging by Junxiu Liu, Junxiu Liu, Shangxiao Wu, Shangxiao Wu, Shangxiao Wu, Qiang Fu, Qiang Fu, Xiwen Luo, Xiwen Luo, Yuling Luo, Yuling Luo, Sheng Qin, Sheng Qin, Yiting Huang, Yiting Huang, Zhaohui Chen, Zhaohui Chen

“…To address this issue and explore the collaborative relationship among multimodal EEG, this paper proposes a multimodal AD diagnosis model based on resting-state EEG and structural magnetic resonance imaging (sMRI). …”
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A Phenomenological Study of the Semantic Representation of Leisure Experience among Adolescent Girls of Different Social Classes by parvaneh alaie, Fahimeh Vajde

“…Types of family leisure activities in families with adolescents. Journal of Family Issues, 45(1), 285-302.Bélair, M. A., Kohen, D. E., Kingsbury, M. & Colman, I. (2018). …”
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Review of the book by A. Kh. Abashidze, M. V. Fedorov, I. A. Chistokhodova “The Law of Foreign Relations”, Moscow, RUDN University, 2007. by A. A. Kovalev

“…Authors also provide a classification of special missions and use for this purpose different criteria. …”
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Spatio-temporal analysis of agroforestry systems in hotan using multi-source remote sensing and deep learning by Wenqi Kou, Zhanfeng Shen, Yihan Zhang, Haoyu Wang, Pengfei Ji, Lan Huang, Chi Zhang, Yubo Ma

“…While this dense planting enhances land use, it also limits the availability of light to the understory crops, potentially impacting their yield and quality. To address this issue and enhance the system's sustainability and productivity, precise delineation of the planting structure is critical. …”
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A probabilistic gap based condition prediction approach for desulfurization slurry circulating pump by Jiaxing Zhu, Buyun Sheng, Junlan Hu, Yanfei Li, Ruiping Luo, Yue Shi

“…Results show the proposed method meets ISO 10816-3 standards and improves accuracy over other methods that don’t account for biased datasets, effectively addressing the state prediction issue for primary WFGD equipment.…”
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Acute Kidney Injury: Controversies Revisited by Kenneth Yong, Gursharan Dogra, Neil Boudville, Mary Pinder, Wai Lim

“…Regardless, the issue of timing of dialysis initiation still remains unanswered and warrants further examination. …”
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Joint event extraction model based on dynamic attention matching and graph attention networks by Jiajun Cheng, Wenjie Liu, Zhifan Wang, Zhijie Ren, Xingwen Li

“…However, extant event extraction models are confronted with the challenge of handling vague and unfamiliar event trigger words as well as noise that is prevalent in text. To address this issue, this study proposes a joint event extraction model that leverages dynamic attention matching and graph attention network. …”
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