Robust Prediction of Healthcare Inflation Rate With Statistical and AI Methods in Iran by Mohammad Javad Shaibani, Ali Akbar Fazaeli

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Temporal Aspects of Surface Water Quality Variation Using Robust Statistical Tools by Adamu Mustapha, Ahmad Zaharin Aris, Mohammad Firuz Ramli, Hafizan Juahir

“…Robust statistical tools were applied on the water quality datasets with the aim of determining the most significance parameters and their contribution towards temporal water quality variation. …”
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Tax Audit in Turkiye: Simulation and Estimations Based on Kernel and Weight Functions by Mehmet Niyazi Çankaya, Murat Aydın

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Robust machine learning based Intrusion detection system using simple statistical techniques in feature selection by Sunil Kaushik, Akashdeep Bhardwaj, Ahmad Almogren, Salil bharany, Ayman Altameem, Ateeq Ur Rehman, Seada Hussen, Habib Hamam

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Near-infrared hyperspectral imaging and robust statistics for in vivo non-melanoma skin cancer and actinic keratosis characterisation. by Lloyd A Courtenay, Innes Barbero-García, Saray Martínez-Lastras, Susana Del Pozo, Miriam Corral de la Calle, Alonso Garrido, Diego Guerrero-Sevilla, David Hernandez-Lopez, Diego González-Aguilera

“…For this purpose, an ad hoc platform was developed to facilitate image acquisition. This study employed robust statistical methods for the identification of an optimal spectral window where the different samples could be differentiated. …”
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Frameworks and Results in Distributionally Robust Optimization by Rahimian, Hamed, Mehrotra, Sanjay

Subjects: “…Distributionally robust optimization…”
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Are interventional radiology techniques ideal for nonpenetrating splenic injury management: Robust statistical analysis of the Trauma Quality Program database. by Randeep S Jawa, Amit Gupta, James Vosswinkel, Marc Shapiro, Wei Hou

“…We compared SAE to other splenic injury management strategies using robust statistical techniques.<h4>Materials and methods</h4>Univariate analyses of demographics and outcomes were performed for four patient groups: observation, SAE, splenic surgery, splenic surgery + SAE in the American College of Surgeons Trauma Quality Program (TQIP) database. …”
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Noise-robust analysis of X-Ray absorption near-edge structure based on poisson distribution by Shuhei Kashiwamura, Shun Katakami, Taiga Yamasaki, Kazunori Iwamitsu, Hiroyuki Kumazoe, Kenji Nagata, Toshihiro Okajima, Ichiro Akai, Masato Okada

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Chemical weathering proxies: An assessment of their robustness to reconstruct Paleozoic climate conditions by Franciele Agnesa Trentin, Joice Cagliari, Karlos G.D. Kochhann, Tracy Frank

“…However, only a few studies have evaluated their robustness for paleoclimate interpretation. Here, we compile published geochemical data for the Early Cambrian to Late Permian to statistically assess the robustness of weathering intensity proxies, as well as to account for biases that may affect the paleoclimatic interpretations. …”
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Robust Extraction of Hyperspectral Feature Wavelengths and Development of a Model for Geographical Origin Identification of Spearmint by LI Xiaolong, YIN Yong, YU Huichun, YUAN Yunxia

“…In this model, the extracted feature wavelengths are not affected by the number of physicochemical indexes, making the model robustness.…”
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Robust predictive framework for diabetes classification using optimized machine learning on imbalanced datasets by Inam Abousaber, Haitham F. Abdallah, Hany El-Ghaish

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Exact Recovery for System Identification With More Corrupt Data Than Clean Data by Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Murat Arcak

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Next-Generation Block Ciphers: Achieving Superior Memory Efficiency and Cryptographic Robustness for IoT Devices by Saadia Aziz, Ijaz Ali Shoukat, Mohsin Iftikhar, Mohsin Murtaza, Abdulmajeed M. Alenezi, Cheng-Chi Lee, Imran Taj

“…This design utilises straightforward randomized encryption methods such as XOR, nibble swap, count ones, and left shift. The cryptographic robustness of our proposed block cipher has been rigorously tested through several standardised statistical tests, as recommended by the National Institute of Standards and Technology (NIST). …”
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Robustness assessment of regressions using cluster analysis typologies: a bootstrap procedure with application in state sequence analysis by Leonard Roth, Matthias Studer, Emilie Zuercher, Isabelle Peytremann-Bridevaux

“…Methods We introduce a novel procedure to assess the robustness of regression results obtained from the standard analysis. …”
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Definition of a framework for volumetric modulated arc therapy plan quality assessment with integration of dose-, complexity-, and robustness metrics by Tina Orovwighose, Bernhard Rhein, Oliver Schramm, Oliver Jäkel, Vania Batista

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Robust Stability Best Subset Selection for Autocorrelated Data Based on Robust Location and Dispersion Estimator by Hassan S. Uraibi, Habshah Midi, Sohel Rana

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Basic Statistics for Radiologists: Part 1—Basic Data Interpretation and Inferential Statistics by Adarsh Anil Kumar, Jineesh Valakkada, Anoop Ayyappan, Santhosh Kannath

“…A systematic approach to statistical analysis is essential for accurate data interpretation and informed decision-making in the rapidly evolving field of radiology. …”
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Applications of Robust Methods in Spatial Analysis by Selvakkadunko Selvaratnam

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Statistical Mechanics of Directed Networks by Marián Boguñá, M. Ángeles Serrano

“…This paper introduces a statistical mechanics framework for directed networks, modeling them as ensembles of interacting fermions. …”
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Phenotype selection due to mutational robustness. by Macoto Kikuchi

“…The mutation-selection mechanism of Darwinian evolution gives rise not only to adaptation to environmental conditions but also to the enhancement of robustness against mutations. When two or more phenotypes have the same fitness value, the robustness distribution for different phenotypes can vary. …”
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