Daily runoff forecasting using novel optimized machine learning methods by Peiman Parisouj, Changhyun Jun, Sayed M. Bateni, Essam Heggy, Shahab S. Band

“…The ARO-ML models are rigorously evaluated, demonstrating their superior ability to enhance forecasting accuracy compared to widely used ML techniques, including gradient boosting (GB), multi-layer perceptron (MLP), and K-nearest neighbor regression (KNN). …”
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Review of Different Types of Neural Network Architectures by T. L. Makosso, A. Almaktoof, K. Abo-Al-Ez

“…The arrangement of neurons to create layers and the connections between and within the layers make up the neural network architecture. …”
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Deep blur detection network with boundary-aware multi-scale features by Xiaoli Sun, Qiwei Wang, Xiujun Zhang, Chen Xu, Weiqiang Zhang

“…First, the VGG-16 network is used to extract the deep features from multi-scale layers. Contrast layers and deconvolutional layers are added to make the difference between the blurred areas and clear areas more prominent. …”
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Networked Hyperlocal Activists: Digital Democracy and Engagement in Sub-Saharan Africa by Nikolaos Toumaras

“…Using technological, social, and discursive layers of communication, these activists navigate complex socio-political environments to amplify marginalized voices and facilitate local governance dialogues. …”
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The Impact of Implementation Contemporary Art Practices into Art Education on the Artistic Development of Eighth-Grade Students by Katja Kozjek Varl, Jerneja Herzog

“…Mainly because it is multi-layered and complex to understand, the question here is whether teachers can incorporate contemporary visual arts to the same degree and extent as other visual arts content to exert a positive influence on the development of artistic skills. …”
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The Terrifying Mystery of the Cave by Georgina Voss, Betti Marenko

“…The exploration of systems that Georgina Voss proposes engages with their affective dimensions and the complex interplay between visibility, power, and the unknown, reimagined as The Terrifying Mystery of the Cave. …”
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Entendre les mouches voler by Sarah Benabou, David Picherit

“…This is how it is possible to hear the multi-layered sounds of power—and of that which resists it.…”
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Unsupervised learning of temporal features for word categorization in a spiking neural network model of the auditory brain. by Irina Higgins, Simon Stringer, Jan Schnupp

“…The nature of the code used in the auditory cortex to represent complex auditory stimuli, such as naturally spoken words, remains a matter of debate. …”
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A Microwave Imaging Matrix Algorithm Based on Contrast Source by Meng Wang, Guizhen Lu, Junwen Chen

“…The numerical simulation results show that the matrix algorithm proposed in this paper has high precision and good performance with complex imaging problems. In addition, the limitation of the proposed algorithm when inversing data with noise is also analyzed.…”
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M-polar Single-Valued Neutrosophic Sets for Evaluation of University Sports Management Models and Sports Teaching Quality by Huali Huang

“…In the era of big data, college students face complex psychological challenges influenced by high-volume, high-velocity, and often conflicting information. …”
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Parallel Warburg Elements Describe Ionic Transport in Nanopores by Filipe Henrique, Ankur Gupta

“…For several decades, ionic transport within a charged nanopore has been represented by a resistor-capacitor transmission line circuit, where charging electrical double layers are modeled as capacitors, and the resistance to ionic current is modeled as resistors. …”
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Sarcoma of the Descending Aorta: A Case Report by Yerlan Orazymbetov, Serik Aitaliyev, Rassul Zhumagaliyev, Yermek Torsykbayev, Rokas Nekrošius, Linas Velička, Rimantas Benetis

“…This malignant disease, which originates in the intima or medial layers of the aorta, presents a complex diagnostic and therapeutic dilemma. …”
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A Neutrosophic d-Algebraic Framework for Modeling Psychological Education Modes of College Students in the Big Data Era by Xia Yan

“…In the era of big data, college students face complex psychological challenges influenced by high-volume, high-velocity, and often conflicting information. …”
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Design approach for cost-effective hybrid CLT floors by Nemanja Marković, Miroslav Marjanović, Radovan Cvetković

“…There is a growing research and production interest for the application of lower-cost hybrid cross-laminated timber (CLT) panels composed of timber layers of dissimilar quality. Therefore, an approach for the design of cost-effective hybrid CLT panels in bending, based on the existing analytical and novel finite element procedures, is presented in the paper. …”
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Automatic Distributing Schemes of Physical Cell Identity for Self-Organizing Networks by Yao Wei, Mugen Peng, Wenbo Wang, Shijun Min, Jia Mo Jiang, Yu Huang

“…Considering the high number and the layered structure of the evolved node B (eNodeB, eNB) in the initial rollout phase, the assigning of PCI for cells would be quite complex. …”
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‘Whose Gold Is This?’ The Gold of the Dutch Golden Coach by Annemarie de Wildt

“…An exhibition at the Amsterdam Museum (2021-2022) exposed the Golden Coach's complex history along these three layers of interpretation, leading to its transformation from a national symbol to a colonial object and contributing to broader discussions of slavery and colonialism in the Netherlands. …”
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A Neutrosophic SuperHyperTopological Model to Measure International Export Trade Competitiveness under Uncertainty by Huifang He

“…However, traditional models often fail to handle uncertainty, inconsistency, and layered complexities in export data. This paper introduces a new model that uses Neutrosophic SuperHyperTopology to measure a country’s export competitiveness in a more realistic way. …”
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Multi-Agent Meta Reinforcement Learning for Reliable and Low-Latency Distributed Inference in Resource-Constrained UAV Swarms by Marwan Dhuheir, Aiman Erbad, Bechir Hamdaoui, Samir Brahim Belhaouari, Mohsen Guizani, Thang X. Vu

“…Given the complexity of the LDTP solution for managing online requests, we propose a real-time, lightweight solution using multi-agent meta-reinforcement learning. …”
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Extensive genotype-phenotype heterogeneity in renal cell carcinoma - a proof-of-concept study by Jakob Wieke, Christina Jurcic, Adam Kaczorowski, Sarah Böning, Martina Kirchner, Constantin Schwab, Viktoria Schütz, Markus Hohenfellner, Anette Duensing, Albrecht Stenzinger, Stefan Duensing

“…Lastly, there was no correlation between the expression of the proliferation marker Ki-67 and the number of driver mutations.ConclusionThis proof-of-concept study adds genotype-phenotype heterogeneity as additional layer of complexity to the known genomic and functional ITH in RCC.…”
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An Optical and mm-Wave Converged, Dual-Band, Multi-Beam Rotman Lens Antenna Array System Enabling Simplified Designs of B5G/mmW Base Stations for Ultra Dense Wireless Networks by Lauryn P. Smith, Charles A. Lynch, C. Alex Kaylor, L. Alberto Campos, Lin Cheng, Stephen E. Ralph, Manos M. Tentzeris

“…One of the major challenges in UDN deployment is the complexity and cost of the base stations, which affect scalability. …”
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