Novel Feature Selection Method for Nonlinear Support Vector Regression by Kejia Xu, Ying Xu, Yafen Ye, Weijie Chen

“…Experimental results on three artificial datasets and five real-world datasets confirm that FS-NSVR effectively selects representative features and discards redundant features in a nonlinear system. …”
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Image synthesis method based on multiple text description by NIE Kaiqin, NI Zhengwei

“…In addition, a self-attention mechanism to enable the model to effectively coordinate the details at each position was incorporated, resulting in images that were more aligned with real-world scenarios. The optimized model was verified on the CUB and MS-COCO datasets, demonstrating the generation of images with intact structures, stronger semantic consistency, and richer visual diversity.…”
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The Division of Marital Joint Property: Legal Framework and Gender Implications in North Macedonia by Metaj-Stojanova Albana

“…In addition to legal analysis, the research utilizes case law to highlight and illustrate discrepancies between the law’s theoretical principle of equal division and its real-world application, particularly where traditional gender roles are concerned. …”
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Heterogeneous Information Network-Based Scientific Workflow Recommendation for Complex Applications by Yiping Wen, Junjie Hou, Zhen Yuan, Dong Zhou

“…The effectiveness and efficiency of our approach are evaluated by extensive experiments with real-world scientific workflows.…”
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Practically effective adjustment variable selection in causal inference by Atsushi Noda, Takashi Isozaki

“…However, it is not always possible to uniquely determine sets of such variables. Moreover, real-world data is almost always limited, which means it may be insufficient for statistical estimation. …”
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A Hybrid Search Model for Constrained Optimization by Xiaoli Gao, Yangfei Yuan, Jie Li, Weifeng Gao

“…Experiments on two sets of test problems and Five real-world engineering design problems have shown that the proposed method performs better than or is competitive with other compared methods.…”
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The Application and Analysis of Emotion Recognition Based on Modern Technology by Bi Lanxin

“…The findings provide valuable guidance for researchers and practitioners seeking to optimize emotion recognition systems for diverse real-world applications.…”
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Exploring dilemma games in sustainable urban planning: A Cypriot case study on urban rooftop utilization for climate change by Merry Anna, Zachariou Aravella, Yau Jane

“…This paper describes the initial stages of a Cypriot case study on urban rooftop utilization for climate change, indicating how games can: foster collaboration; engage citizens; and produce policy incentives through real-world exploration and implications. The focus of the case study is a co-designed serious game developed within the context of the GREAT project (Games Realizing Effective and Affective Transformation) to be utilized as a facilitation tool between citizens and policy makers. …”
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Deep reinforcement learning for time-critical wilderness search and rescue using drones by Jan-Hendrik Ewers, David Anderson, Douglas Thomson

“…Experimental results show that our method achieves a significant improvement in search times compared to traditional coverage planning and search planning algorithms by over 160%, a difference that can mean life or death in real-world search operations Additionally, unlike previous work, our approach incorporates a continuous action space enabled by cubature, allowing for more nuanced flight patterns.…”
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Correlation Measures of Dual Hesitant Fuzzy Sets by Lei Wang, Mingfang Ni, Lei Zhu

“…Furthermore, we prove that the direct transfer algorithm is equivalent to transfer closure algorithm, but its asymptotic time complexity and space complexity are superior to the latter. Another real world example, that is, diamond evaluation and classification, is employed to show the effectiveness of the association coefficient and the algorithm for clustering DHFSs.…”
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POSITIVE, NEGATIVE RULE AND APPLICATION by Nguyễn Đức Thuần, Phạm Quang Tùng, Hồ Thị Thu Sa

“…Experimental results obtained on data sets from the UCI repository of machine learning databases and the result of an experiment performed on a real-world dataset, the teaching and learning database at Nhatrang University were discussed.…”
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Research on intrusion detection method for edge networks based on federated reinforcement learning by DING Kai, HUANG Yidu, TAO Ming, XIE Renping

“…Imbalanced traffic sample distributions were designed for each edge agent to simulate a real-world environment, allowing for the evaluation of the detection accuracy and robustness of the global model. …”
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Approach of glowworm swarm optimization based virtual machine placement by Shengchao XU, Maohua XIONG, Tianqi ZHOU

“…In a cloud data center, one of the most important problems is using novel virtual machine placement strategy to promote the physical resource utilization.An approach of glowworm swarm optimization based virtual machine placement for cloud data centers called GSO-VMP was proposed.In the virtual placement, GSO algorithm was used to find a near-optimal solution.Each physical host had a luciferin value which represented the available CPU utilization.Whenever a VM was placed to a physical host, luciferin value of this physical host was updated.GSO-VMP algorithm could search the more available physical host within local range and thus the virtual migration numbers had been decreased and low energy consumption had been obtained.GSO-VMP had been evaluated using CloudSim with real-world workload data.The experimental results show that GSO-VMP has good performance in resource wastage and energy consumption.…”
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Arcadia (1993) de Tom Stoppard : la passion du bilan by Nicole Boireau

“…Arcadia operates like a blank page, an empty form paradoxically rooted in the real world. Stoppard combines the comedy of manners form with the whodunit to build a trompe-l’œil play, based on a dual time structure, involving both literary figures from the past and present-day intellectuals, who try to work out the enigmas at the heart of the play. …”
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Supporting Collaborative Privacy-Observant Information Sharing Using RFID-Tagged Objects by Shin'ichi Konomi, Chang S. Nam

“…As the technology is increasingly used in everyday environments, there is a heightening tension in the design and shaping of social boundaries in the digitally enhanced real world. Our experiments of RFID-triggered information sharing have identified usability, deployment, and privacy issues of physically based information systems. …”
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Research and Analysis of Facial Recognition Based on FaceNet, DeepFace, and OpenFace by Li Minghan

“…Additionally, expanding datasets to include a broader range of facial features will enhance model robustness in real-world applications. Exploring the integration of advanced technologies, such as sophisticated data augmentation techniques, will further boost the accuracy and adaptability of face recognition systems. …”
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Kruskal-Wallis-Based Computationally Efficient Feature Selection for Face Recognition by Sajid Ali Khan, Ayyaz Hussain, Abdul Basit, Sheeraz Akram

“…However these techniques fail when applied on real world face images. The proposed technique effectively extracts the prominent facial features. …”
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Current and future therapeutic options for chronic hepatitis D virus infection by Mariantonietta Pisaturo, Antonio Russo, Pierantonio Grimaldi, Salvatore Martini, Nicola Coppola

“…PegIFNα, for which there are more data, appears to be an excellent combination regimen, if not contraindicated, both for Bulevirtide (BLV), data supported by important clinical trials and real-world studies, and probably for lonarfanib, although in the latter case the results are not yet definitive as the studies are fewer. …”
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Practical realization of chiral nonlinearity for strong topological protection by Xinxin Guo, Lucien Jezequel, Mathieu Padlewski, Hervé Lissek, Pierre Delplace, Romain Fleury

“…Here we explore nonlinear topological protection by determining nonlinear rules and demonstrate their relevance in real-world experiments. We take advantage of chiral symmetry and identify the condition for its continuation in general nonlinear environments. …”
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Semi-Siam: A Novel Intelligent Monitoring System With a Multibaseline Video Anomaly Detection by Abbas Mahbod, Henry Leung

“…The results indicate that this methodology offers a robust and efficient solution for real-world video anomaly detection applications, such as the City of Calgary dataset, providing significant advancements in detection accuracy and adaptability.…”
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