Novel Node Centrality-Based Efficient Empirical Robustness Assessment for Directed Network by Xiaolong Deng, Hao Ding, Yong Chen, Cai Chen, Tiejun Lv

“…These two new centrality models are designed to capture this cascading effect in directed online social networks. …”
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Optimal selection of diagnostic method for diabetes mellitus using complex bipolar fuzzy dynamic data by Hanan Alolaiyan, Maryam Liaqat, Abdul Razaq, Umer Shuaib, Abdul Wakil Baidar, Qin Xin

“…The complex bipolar fuzzy set (CBFS) theory is advantageous in efficiently capturing vagueness because it can incorporate extensive problem descriptions that exhibit periodicity and bipolar ambiguity. …”
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DualCFGL: dual-channel fusion global and local features for sequential recommendation by Shuxu Chen, Yuanyuan Liu, Chao Che, Ziqi Wei, Zhaoqian Zhong

“…Abstract Sequential recommendation systems capture the dynamic interests of users and predict their future preferences. …”
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XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms by Tingting Zhang, Xu Yan, Xin Chen, Yi Mao

“…Meanwhile, the LSTMSAT Module, with its capability to learn long-term dependencies in time-series signals, is deployed to capture temporal continuity information. The incorporation of the self-attention mechanism further amplifies the model’s ability to grasp long-distance dependencies and enables dynamic weight allocation to the extracted features. …”
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Corneal Nerve Parameter Reference Values for Chinese Adults Assessed by Corneal Confocal Microscopy by Juan Cao, Jingru Qu, Bekzod Odilov, Bin Lu, Yuanpin Zhang, Lili Li, Yuan Zhang, Qian Xiong, Yu Hong, Jianqiao Li, Yunfeng Shen, Xinguo Hou

“…The study enlisted 257 healthy volunteers (137 females and 120 males) from two clinical academic centers in China. Two experts captured and selected images of the central corneal subbasal nerve plexus at each center using the same corneal confocal microscopy instrument according to a commonly adopted protocol. …”
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A hybrid CNN-LSTM model with adaptive instance normalization for one shot singing voice conversion by Assila Yousuf, David Solomon George

“…Additionally, the fusion of LSTM with CNN can enhance voice conversion models by capturing both local and contextual features. The one-shot capability simplified the architecture, utilizing a single encoder and decoder. …”
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Inferring sediment deposition trend in data scared wetland impacted by degraded urban catchment by Bhaswatee Baishya, Arup Kumar Sarma

“…However, this apparent increase in water volume is actually due to the displacement of water by the sediment that has been deposited on the bed over time. …”
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A Semantic-Context Embedding Enhanced Attention Fusion BiLSTM: Unraveling Multilingual Sentiments in Product Reviews with Advanced Deep Learning by Amit Purohit, Pushpinder Singh Patheja

“…However, because current models can't sufficiently capture the variety of review contexts, it introduces bias and inaccuracies, especially in product reviews. …”
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Establishment of a Comprehensive Platform for Sustained Delivery of Yoga Therapy for Sickle Cell Anemia in Rural and Remote Tribal Pocket in India by Thota Neeraja, Ramesh Nanjundaiah Mavathur, Himanshu Anirudhbhai Shukla, Manmath Gharote

“…Conclusion: By offering prompt medical help and counseling, the YBLI center reduced the psychological and economic strain of sickle cell disease on the local populace. The center also captures and stores medical health records, updated on regular basis, which is of great value to the government in deciding and designing policies.…”
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The investigation of copper (cu), iron (fe), total iron binding capacity (tibc) and zn levels of blood serum of the ewes in izmir region by Ali Muhtar Tiftik, Selma (Çınar) Doğanay

“…In the result of the assessment considering only the copper content, the average serum copper-level of the ewes (rom Torbalı County of Izmir was found to be remarkably lower, with a rate of p<0.01, than those from other counties. This level is actually lower than the limits of normal values.The average values o! …”
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Construcción y transformaciones del Abasto, 1889-1998 by Daniel Kozak

“…Desde un período fundante a partir de las últimas décadas del siglo XIX, cuando se configuraron los actuales barrios porteños, la primera periferia de la metrópoli, hasta las transformaciones de fines del siglo XX en el marco de la implementación de una agenda neoliberal en la ciudad. …”
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GENDER CONFLICTS OF STUDENTS by H. F. Moskalyk, M. O. Bulach

“…Actuality of work. Student age has the most favourable conditions for psychological, biological and social development; however, there are reasons why such natural advantages over other social groups can be completely or partially levelled. …”
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La cultura internacional-popular en el siglo XXI by Néstor García Canclini

“…A la transnacionalización de los medios que había descripto Renato Ortiz se añade su reorganización por la convergencia tecnológica y la irrupción de las redes actuales y se estudian algunos de los principales cambios que esto implica en relación con las culturas y políticas. …”
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ADMNet: adaptive deformable convolution large model combining multi-level progressive fusion for Building Change Detection by Liye Mei, Haonan Yu, Zhaoyi Ye, Chuan Xu, Cheng Lei, Wei Yang

“…The ADC module incorporates spatial offset parameters into convolutional kernel sampling and mapping weights to capture irregularly varying edge features for local adaptive receptive fields. …”
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An explainable deep learning model for diabetic foot ulcer classification using swin transformer and efficient multi-scale attention-driven network by R. Karthik, Armaano Ajay, Anshika Jhalani, Kruthik Ballari, Suganthi K

“…The first track utilizes the Swin transformer, which captures long-range dependencies by employing shifted windows and self-attention mechanisms. …”
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Screening and outcomes of co-occurring traumatic brain injury among people with spinal cord injury: a scoping review by Deborah L. Snell, Phoebe Wynands, Jennifer Dunn, Joanne Nunnerley, Alice Theadom

“…Conclusions: Multivariable approaches to traumatic brain injury ascertainment and greater consistency in documenting acute traumatic brain injury indicators may improve reliability of capturing traumatic brain injury and traumatic brain injury severity among persons with traumatic spinal cord injury. …”
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Performance Evaluation and Optimization of 3D Gaussian Splatting in Indoor Scene Generation and Rendering by Xinjian Fang, Yingdan Zhang, Hao Tan, Chao Liu, Xu Yang

“…Firstly, utilizing a self-collected dataset, a comprehensive comparison was conducted among COLLI-SION-MAPping (abbreviated as COLMAP (V3.7), an open-source software based on Structure from Motion and Multi-View Stereo (SFM-MVS)), Context Capture (V10.2) (abbreviated as CC, a software utilizing oblique photography algorithms), Neural Radiance Fields (NeRF), and the currently renowned 3DGS algorithm. …”
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IMViT: Adjacency Matrix-Based Lightweight Plain Vision Transformer by Qihao Chen, Yunfeng Yan, Xianbo Wang, Jishen Peng

“…This paper proposes a non-hierarchical transformer network which can capture both long-range and short-range as non-hierarchical transformers, and keep its performance on small-sized transformers. …”
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Exploring the Physical and Mental Health Challenges of Teenage Pregnancy: A Qualitative Study in the Tamale Metropolis, Ghana by Rafatu Tahiru, Comfort Kona, Abiba Nyari, Tawfik Mohammed, Dorothy Anukem Pwamang

“…This study aims to explore the physical and mental health effects of teenage pregnancy in the Tamale metropolis, capturing their personal experiences and coping mechanisms. …”
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Trazando los haplogrupos alóctonos de Perú a través de los marcadores de ADN uniparentales by José R. Sandoval, Pierina Danós, Fabrício R. Santos, Ricardo Fujita

“… Es conocido que las actuales poblaciones peruanas son el resultado de la contribución de los bagajes genéticos, fundamentalmente de América, Eurasia y África. …”
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