Loss of YTHDC1 m6A reading function promotes invasiveness in urothelial carcinoma of the bladder by Jinyun Xu, Jonas Koch, Claudia Schmidt, Malin Nientiedt, Manuel Neuberger, Philipp Erben, Maurice Stephan Michel, Manuel Rodríguez-Paredes, Frank Lyko

“…Integrative analysis of multimodal sequencing datasets provided detailed insights into the molecular mechanisms mediating YTHDC1-dependent phenotypes and identified SMAD6 as a key transcript involved in the invasiveness of urothelial carcinoma of the bladder. …”
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A Fast Density-Based Clustering Algorithm for Real-Time Internet of Things Stream by Amineh Amini, Hadi Saboohi, Teh Ying Wah, Tutut Herawan

“…Experimental results show that the proposed approach obtains high quality results with low computation time on real and synthetic datasets.…”
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A Survey of Deep Learning Techniques for Arabic Aspect-Based Sentiment Analysis by Dalal Alqusair, Mounira Taileb, and Hassanin Al-Barhamtoshy

“…Furthermore, Arabic datasets for ABSA are reviewed as well. Specifically, this article analyzes studies published between 2019 and April 2024. …”
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Prompting Large Language Models with Knowledge-Injection for Knowledge-Based Visual Question Answering by Zhongjian Hu, Peng Yang, Fengyuan Liu, Yuan Meng, Xingyu Liu

“…In comparison to existing baselines, our approach exhibits the accuracy improvement of over 1.3 and 1.7 on two knowledge-based VQA datasets, namely OK-VQA and A-OKVQA, respectively.…”
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Texture feature column scheme for single‐ and multi‐script writer identification by Faycel Abbas, Abdeljalil Gattal, Chawki Djeddi, Imran Siddiqi, Ameur Bensefia, Kamel Saoudi

“…Support vector machine (SVM) is employed as the classifier, and the experimental study is carried out on five different datasets in single as well as multi‐script evaluation scenarios. …”
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An Analysis of Tropical Cold-Point Tropopause Warming in 1999 by Yuanyuan Han, Fei Xie, Shiyan Zhang, Ruhua Zhang, Feiyang Wang, Jiankai Zhang

“…Using reanalysis datasets, the warming of the tropical tropopause in 1999 and its evolution are investigated. …”
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Text-Based Price Recommendation System for Online Rental Houses by Lujia Shen, Qianjun Liu, Gong Chen, Shouling Ji

“…Using two chronologically extracted datasets of the same four cities, we revealed important factors (e.g., indoor equipment and high-density area) that positively or negatively affect each property’s price, and evaluated our preliminary and enhanced models. …”
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Multimodal Recommendation System Based on Cross Self-Attention Fusion by Peishan Li, Weixiao Zhan, Lutao Gao, Shuran Wang, Linnan Yang

“…Experimental results on three public datasets demonstrate MR-CSAF outperforms eight baseline methods, validating its effectiveness in providing personalized recommendations, advancing the field of personalized recommendation in complex multimodal environments.…”
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Impact of Cyclonic Storm “Sitrang” over the Bay of Bengal on Heavy Rain and Snow in Eastern Tibet by Xiaotao Zhao, Lunzhu Danzeng, Qu Chi, Xulin Ma, Yuting Tan, Luozhu Duodian, Ranzhen Danzeng

“…Based on station observation data and ERA5 atmospheric reanalysis datasets, a diagnostic analysis of the heavy rain and snow event in eastern Tibet from 24 to 27 October 2022 was conducted. …”
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Decentralized Federated Learning with Prototype Exchange by Lu Qi, Haoze Chen, Hongliang Zou, Shaohua Chen, Xiaoying Zhang, Hongyan Chen

“…Experimental evaluations on benchmark datasets, including MNIST, CIFAR-10, and CIFAR-100, demonstrate that PearFL achieves superior communication efficiency, convergence speed, and accuracy compared to conventional FL methods. …”
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Novel and Efficient Randomized Algorithms for Feature Selection by Zigeng Wang, Xia Xiao, Sanguthevar Rajasekaran

“…We conduct experiments on both synthetic and real datasets with different machine learning base models. …”
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Proposed Method for Note Detection and Automatic Identification of the Melody Models (Gusheh) in Iranian Traditional Music with Micro Approach by Amir Vafaeian, Keivan Borna, Hamed Sajedi, Dariush Alimohammadi, Pouya Sarai

“…The results of implementing the proposed system on standard datasets and evaluation via ROUGE system show that the proposed system outperforms the state-of-the-art systems at least by 2.5% in average.…”
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Imbalanced Data Problem in Machine Learning: A Review by Manahel Altalhan, Abdulmohsen Algarni, Monia Turki-Hadj Alouane

“…The survey seeks to offer an extensive overview of current approaches that improve the efficiency and effectiveness of machine learning models dealing with imbalanced datasets, thus equipping researchers with the insights needed to develop robust and effective models ready for real-world application.…”
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Modeling the Impacts of Boreal Deforestation on the Near-Surface Temperature in European Russia by Zhihui Li, Xiangzheng Deng, Qingling Shi, Xinli Ke, Yingcheng Liu

“…Then the land cover datasets in different years (2000 as baseline year, 2010, and 2100) was used in the WRF model to explore the impacts of boreal deforestation on the near-surface temperature. …”
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MSM-TDE: multi-scale semantics mining and tiny details enhancement network for retinal vessel segmentation by Hongbin Zhang, Jin Zhang, Xuan Zhong, Ya Feng, Guangli Li, Xiong Li, Jingqin Lv, Donghong Ji

“…Extensive experimental results on four public datasets validate the superiority of MSM-TDE, which obtains competitive performance with satisfactory model complexity. …”
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Comprehensive Study on Zero-Shot Text Classification Using Category Mapping by Kai Zhang, Qiuxia Zhang, Chung-Che Wang, Jyh-Shing Roger Jang

“…Approaches that fine-tune smaller models using label mappings and existing datasets for zero-shot classification are simpler but suffer from weaker generalization capabilities. …”
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Partial Differential Equations-Based Segmentation for Radiotherapy Treatment Planning by Frédéric Gibou, Doron Levy, Carlos Cárdenas, Pingyu Liu, Arthur Boyer

“…We check the performance of the new algorithm on eight datasets of three different organs: rectum, bladder, and kidney. …”
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The impact of spousal retirement on health—an empirical analysis based on CFPS by Ping Chen, Han Liang, Yufei Zhou, Guodong Zhu, Yu Peng, Jiayi Yao

“…IntroductionHealth impacts associated with spousal retirement vary significantly across countries and datasets, underscoring the need to examine this relationship within the Chinese context. …”
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A Semi-Supervised Deep Network Embedding Approach Based on the Neighborhood Structure by Wenmao Wu, Zhizhou Yu, Jieyue He

“…The experimental results of vertex classification on two real-world network datasets demonstrate that SLLDNE outperforms the other state-of-the-art methods.…”
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Practical Implementation of Federated Learning for Detecting Backdoor Attacks in a Next-word Prediction Model by Jimmy K. W. Wong, Ki Ki Chung, Yuen Wing Lo, Chun Yin Lai, Steve W. Y. Mung

“…The proposed detection mechanism aims to identify and exclude devices with anomalous datasets from the training process, thereby mitigating the influence of such attacks. …”
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