Impostor Resilient Multimodal Metric Learning for Person Reidentification by Muhamamd Adnan Syed, Zhenjun Han, Zhaoju Li, Jianbin Jiao

“…In addition, these impostors are obtained from Gallery view for query sample only, while the Gallery sample is totally ignored. In real world, a given pair of query and Gallery experience different changes in pose, viewpoint, and lighting. …”
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RESEARCH ON TECHNIQUES TO ENHANCE DDoS ATTACK PREVENTION USING CUMULATIVE SUM AND BACKPROPAGATION ALGORITHMS by Hoang Thi Phuong

“…Finally, the feasibility and effectiveness of the solution are demonstrated through real-world experiments, showing improved detection rates and faster response times compared to traditional methods.…”
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A parametric bootstrap control chart for Lindley Geometric percentiles. by Muthanna Ali Hussein Al-Lami, Hossein Jabbari Khamnei, Ali Akbar Heydari

“…Future research should explore its performance in real-world production settings to confirm its efficiency and reliability.…”
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A scaling law to model the effectiveness of identification techniques by Luc Rocher, Julien M. Hendrickx, Yves-Alexandre de Montjoye

“…We then generalize the model to forecast how κ scales from small-scale experiments to the real world, for exact, sparse, and machine learning-based robust identification techniques. …”
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Selected Topics on Complex Systems Informatics: Editorial Introduction to Issue 23 of CSIMQ by Kurt Sandkuhl

“…Models do not remove the complexity of the real world but help to understand it and to design and develop solutions. …”
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Sketch-based caching method for significant DNS queries by HAO Yihang, LIU Ziqian, CHANG Liyuan, TONG Xinzhe, YANG Cheng, SUN Qi, GUO Junyan

“…The experimental results, which were based on a substantial amount of real-world network traffic data, demonstrated that the proposed method offered protection for significant domain names, hastening their resolution by an average of 18% relative to conventional DNS paradigms. …”
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A Structured Light RGB-D Camera System for Accurate Depth Measurement by Van Luan Tran, Huei-Yung Lin

“…In the experiments, real-world objects are used to test the feasibility of the proposed technique. …”
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On the Nature of Elasticity Function: An Investigation and a Kernel Estimation by Komi Agbokou

“…To find answers to these questions which are critically important in the real world, we need the concept of elasticity. Elasticity is an economics concept that measures the responsiveness of one variable to changes in another variable. …”
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Using Interest Approaches in Instructional Design and Delivery by Brianna N. Shanholtzer, Andrew Thoron, J. C. Bunch, Blake C. Colclasure

“…This new 4-page publication of the UF/IFAS Department of Agricultural Education and Communication describes components of interest approaches and techniques for integrating them into a lesson, and provides real-world examples. Written by Brianna N. Shanholtzer, Andrew C. …”
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Measurement of event data from text by Patrick T. Brandt, Marcus Sianan

“…Three primary arguments are made: (1) It is important for users of event data to understand the measurement side of these data to avoid faulty inferences and make better decisions. (2) Avant-garde event data systems are still not free from some of the fundamental problems that plague legacy systems (investigated are theoretical and real-world examples of measurement issues, why they are problematic, how they are dealt with, and what is left to be desired even with newer systems). (3) One of the most crucial goals of event data science is to attain congruence between what is machine-coded/classified vs. the ground truth. …”
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A Holistic Digital Health Framework to Support Health Prevention Strategies in the First 1000 Days by Silvia Gabrielli, Oscar Mayora Ibarra, Stefano Forti

“…The framework also encourages the adoption of a citizen science approach to co-design and evolve the digital health interventions with all relevant stakeholders in a real-world research perspective.…”
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Mathematical Modeling of Feelings in Viewpoint of Analysis of Olvido Poetry with Fractional Operators by Mustafa Ali Dokuyucu, Burak Armağan, Ülkü Eliuz, Ahmet Ocak Akdemir, Mehmet Emir Köksal

“…The main motivation point of the article and the main factor that provides originality are an analysis of the modeling of feelings in the perspective of the analysis of Olvido’s poetry with the help of two fractional operators that offer the most effective solutions to real-world problems. In the study, first of all, the effect and contribution of fractional analysis to be applied and theoretical sciences were examined. …”
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Comment on “Prediction of the SYM‐H Index Using a Bayesian Deep Learning Method With Uncertainty Quantification” by Abduallah et al. (2024) by Armando Collado‐Villaverde, Pablo Muñoz, Consuelo Cid

“…We focus on discrepancies in the input and output of the model, which can limit the applicability in real‐world forecasting scenarios. This comment aims to clarify these issues, offering detailed insights into how such discrepancies could compromise the model's interpretability and reliability, thereby contributing to the advancement of predictive modeling in space weather research.…”
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Photovoltaic MPPT control and improvement strategies considering environmental factors: based on PID-type sliding mode control and improved grey wolf optimization by Leijia Liu

“…The simulation and experimental results in real-world scenarios show that the new MPPT strategy has excellent overall performance and can quickly determine and track the voltage value for MPP compared to established algorithms. …”
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Transfer learning for linear regression with differential privacy by Yiming Hou, Yunquan Song, Zhijian Wang

“…The effectiveness of the proposed algorithms is validated through simulations and real-world data experiments.…”
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Analyzing Capacity Utilization and Travel Patterns of Chinese High-Speed Trains: An Exploratory Data Mining Approach by Fanxiao Liu, Zhanbo Sun, Peitong Zhang, Qiyuan Peng, Qingjie Qiao

“…This paper applies exploratory data mining techniques to a 3-month long real world train operation data of the Beijing-Shanghai High-Speed Railway. …”
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Quantitative Indicator for Objective Assessment of Software Process Quality and Performance by Muhammad Adeel Mannan, Jahangir Khan, Hira Zafar

“…To validate the effectiveness of our approach, we apply it to evaluate the defect management procedures employed in four real-world industrial software projects. Our empirical findings demonstrate that our method is effective and has the potential to deliver reliable, quantitative evaluations of software processes. …”
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Causal inference and machine learning in endocrine epidemiology by Kosuke Inoue

“…However, studies on the effective and appropriate applications of these approaches in real-world data and clinical settings are still limited. …”
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Emergence of Prediction by Reinforcement Learning Using a Recurrent Neural Network by Kenta Goto, Katsunari Shibata

“…To develop a robot that behaves flexibly in the real world, it is essential that it learns various necessary functions autonomously without receiving significant information from a human in advance. …”
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Better than expected performance effect depends on the spatial location of visual stimulus by Soodeh Majidpour, Mehdi Sanayei, Reza Ebrahimpour, Sajjad Zabbah

“…Abstract The process of perceptual decision-making in the real world involves the aggregation of pieces of evidence into a final choice. …”
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