A Dynamic Spatio-Temporal Deep Learning Model for Lane-Level Traffic Prediction by Bao Li, Quan Yang, Jianjiang Chen, Dongjin Yu, Dongjing Wang, Feng Wan

“…The temporal features are extracted with the gated recurrent unit (GRU). Then, we adaptively fuse spatial and temporal features with the gating mechanism to get the final spatio-temporal features for lane-level traffic prediction. …”
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Integrated Feature-Temporal GAN for Imbalanced Transaction Fraud Detection by Yicen Zheng, Yu Xie, Jiamin Yao

“…IFT-GAN introduces two key innovations: 1) A Feature-Aware Sample Selection (FASS) module that employs Fisher score-based feature ranking and weighted k-means clustering to create a balanced subset enriched with discriminative fraud signatures; and 2) A Temporal Dependency GAN (TD-GAN) architecture employing a novel Time-aware Gated Recurrent Unit (TaGRU) in both the generator and discriminator, explicitly modeling the temporal intervals between transactions through adaptive temporal gating. …”
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Dynamical modeling of syncytial mitotic cycles in Drosophila embryos by Laurence Calzone, Denis Thieffry, John J Tyson, Bela Novak

“…Numerical simulations reproduce the main features of wild‐type mitotic cycles: patterns of protein accumulation and degradation, lengthening of later cycles, and arrest in interphase 14. …”
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Using confidence, decision time, and confidence entropy to predict accuracy for online and real eyewitnesses by Adele Quigley-McBride, Rachel Leigh Greenspan

“…Confidence was measured in three ways: human-coded verbal statements, AI-classified verbal statements, and numeric ratings. We compared the correspondence between these confidence metrics, how multiple reflector variables relate to accuracy, and whether these patterns differ across two datasets. …”
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Verbal fluency tasks and attention problems in children with ADHD: evidence from fNIRS by Zouji Bian, Xiquan Ma, Yanhan Wang, Xiaodan Yu

“…Associations with the Swanson, Nolan, and Pelham Rating Scale (SNAP-IV) and Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-V) scores were examined.ResultsChildren with ADHD showed significantly lower DLPFC activation and widespread negative patterns compared to neurotypically developed peers (p < 0.05). …”
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Professional success as a criterion for assessing efficiency of football clubs’ intellectual capital management /Professional success as a criterion for assessing efficiency of foo... by H.V. Mysaka, I.A. Derun

“…In response to the latest realities and patterns of economic relations, intellectual capital confidently received the status of the fourth factor of production. …”
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Anaesthetic practices in non-operating room settings for paediatric patients: A prospective observational study by Nayana Amin, Pallavi Patil, Virinchi Sanapala

“…There were 221 adverse events in 117 patients. The incidence rate of patients experiencing at least one adverse event leading to morbidity was 3.22%. …”
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Modeling Exon-Specific Bias Distribution Improves the Analysis of RNA-Seq Data. by Xuejun Liu, Li Zhang, Songcan Chen

“…By checking the similarities among the variation patterns of read counts for individual genes, we found that the count variation is exon-specific and has the conserved pattern across the samples for each individual gene. …”
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A Data-Driven Approach for Urban Heat Island Predictions: Rethinking the Evaluation Metrics and Data Preprocessing by Berk Kıvılcım, Patrick Erik Bradley

“…Since the task is to explore patterns, i.e., urban heat islands, Gaussian blurring is implemented on these generated 2D raster data before the training process. …”
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A mixture transmuted generalized extreme value distribution: Definition and properties by Yang Yu, Sun HongGuang, Xu Zheng

“…To gain a deeper understanding of the statistical characteristics and patterns of extreme events, mixture distributions have been applied, such as the mixture normal distribution and the mixture of Gumbel distribution, among others. …”
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Community Clustering and Recommendation Toward Elderly Health Records: Probabilistic Representation Learning and Large Graph Search by Huijiong Ding

“…Validated on >1M health records, the method achieves a 0.5049 Balanced Error Rate, outperforming six baselines across 42 health categories. …”
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An improved modeling approach to investigate biases in human random number generation. by Tim Angelike, Jochen Musch

“…Model-driven simulations also showed that the extended three-parameter model could better account for systematic patterns that can be observed in human RNG tasks. The improved model could be useful in many contexts where human biases in RNG tasks are analyzed.…”
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Using the superiorly based pharyngeal flap to surgically manage cleft velopharyngeal insufficiency: a cohort study by Marvee Turk, Pragaash Shanmuganathan, Carli Maddocks, David Chong

“…Prior to surgery, patients underwent speech evaluation as well as nasopharyngoscopy for assessment of velopharyngeal closure pattern. Irrespective of the closure pattern observed, patients were treated using a superiorly based pharyngeal flap. …”
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Perceptions of canned wine drinkers in outdoor leisure settings: a vignette study with swiss residents by Nicolas Depetris Chauvin, Antoine Pinède, Heber Rodrigues

“…Our findings reveal that, overall, canned wine drinkers are judged negatively, particularly in the beach resort scenario, where traits like “health consciousness” and “environmental friendliness” are rated lower. Demographic factors, including age, gender, and education, as well as cultural background, significantly influence these judgements. …”
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Rheology of rock–ice avalanche in a periodic chute flow by Zhiping Sun, Zhibo Dong

“…Depth-resolved profiles of six key parameters—velocity, solid volume fraction, shear stress, normal stress, shear rate, and inertia number—were recorded during steady flow conditions. …”
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What Really Ails the Eurozone?: Faulty Supranational Architecture by Assaf Razin, Steven Rosefielde

“…Policy responses and recovery patterns for key EU members like Germany, France (within the Eurozone) and the United Kingdom (outside the Eurozone) were similar. …”
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Emergent behaviors in multiagent pursuit evasion games within a bounded 2D grid world by Sihan Xu, Zhaohui Dang

“…After training with MARL algorithms, pursuers achieved a 99.9% success rate in 1,000 randomized pursuit-evasion trials, demonstrating the effectiveness of the learned strategies. …”
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Clinical and pathomorphological parameters of brain death: from the origins of the concept to its use in organ transplantation by V. O. Tumanskyi, L. M. Tumanska

“…It has been established that the main criterion for the development of human biological death, which determines irreversible cardiac arrest and the impossibility of restoring spontaneous respiration, are irreversible destructive changes in the nuclei of the pons and medulla oblongata, which make up the cardio-respiratory center that regulates heart rate, vascular tone and blood pressure, and generating rhythm and breathing patterns. …”
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Failure of affine‐based reconstruction attack in regenerating vascular feature points by Mahshid Sadeghpour, Arathi Arakala, Stephen A. Davis, Kathy J. Horadam

“…The reconstruction attack on feature point patterns extracted from retina and hand vascular images is tested. …”
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Performance benchmarking and analysis of lithium-sulfur batteries for next-generation cell design by Saeed Yari, Albin Conde Reis, Quanquan Pang, Mohammadhosein Safari

“…Additionally, irrespective of materials chemistry, a comprehensive analysis of this database helps us to disclose general patterns that apply universally across all cells, highlight the most constructive and detrimental regions of the design-parameter space, and perceive potential synergies. …”
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