An Efficient Categorization of Diabetes Imbalanced Data Using SMOTE-ENN With Fine-Tuned LS-SVM Algorithm by Nwayyin Mohammed, Mariwan Hama Saeed

“…Machine learning is a part of computational algorithms designed to imitate human intelligence by learning from the surrounding environment. …”
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Advancing risk assessment in renewable power plant construction: an integrated DEA-SVM approach by Reza Rasinojehdehi, Seyyed Najafi

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Transforming in-clinic post-operative and intermediate care with cosinuss° by Incinur Zellhuber, Melanie Schade, Tim Adams, Manfred Blobner, Michael Weber, Catherina A.B. Bubb

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Integrating large language model-based agents into a virtual patient chatbot for clinical anamnesis training by Nicolas Laverde, Christian Grévisse, Sandra Jaramillo, Ruben Manrique

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Examining the immediate and delayed impact of immersive media on the effectiveness of social media influencer advertising: An experimental approach by Delia Cristina Balaban, Meda Mucundorfeanu, Julia Szambolics, Christof Amrhein

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Accelerating structure relaxation in chemically disordered materials with a chemistry-driven model by Liying An, Huan Ma, Jinjia Liu, Wenping Guo, Xiaodong Wen

“…This algorithm constructs harmonic potential with chemistry-driven parameterization, without relying on iterative training to accelerate the relaxation process. It can completely bypass the need for relaxation with ab initio calculations in rigid systems and reduce computational costs by 30% in flexible systems. …”
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DPmoire: a tool for constructing accurate machine learning force fields in moiré systems by Jiaxuan Liu, Zhong Fang, Hongming Weng, Quansheng Wu

“…Our approach not only streamlines the computational process but also ensures accurate replication of the detailed electronic and structural properties typically observed in density functional theory (DFT) relaxations. …”
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A Generalized Bond Switching Monte Carlo method for amorphous structure generation by Zhengneng Zheng, Fan Zheng, Yu-Ning Wu, Shiyou Chen, Lin-Wang Wang

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OOPS: Object-Oriented Polarization Software for analysis of fluorescence polarization microscopy images. by William F Dean, Tomasz J Nawara, Rose M Albert, Alexa L Mattheyses

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Adjudicating between face-coding models with individual-face fMRI responses. by Johan D Carlin, Nikolaus Kriegeskorte

“…Our study demonstrates the importance of comparing multiple models and of modeling the measurement process in computational neuroimaging.…”
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The dynamics of motor learning through the formation of internal models. by Camilla Pierella, Maura Casadio, Ferdinando A Mussa-Ivaldi, Sara A Solla

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Model-Based Reasoning in Humans Becomes Automatic with Training. by Marcos Economides, Zeb Kurth-Nelson, Annika Lübbert, Marc Guitart-Masip, Raymond J Dolan

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Ten quick tips for navigating intellectual property in FAIR educational resources. by Eva Maria Funk, Ulf Toelch, Rebecca Ludwig, Silke Kniffert

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Optimization of Coulomb energies in gigantic configurational spaces of multi-element ionic crystals by Konstantin Köster, Tobias Binninger, Payam Kaghazchi

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Genetic progression and the waiting time to cancer. by Niko Beerenwinkel, Tibor Antal, David Dingli, Arne Traulsen, Kenneth W Kinzler, Victor E Velculescu, Bert Vogelstein, Martin A Nowak

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An innovative automatic indexing method for Arabic text by Ramzi A. Haraty, Sanaa Kaddoura, Sultan Al Jahdali, Nour K. Masri

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AD-Diff: enhancing Alzheimer's disease prediction accuracy through multimodal fusion by Lei Han

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Partial information decomposition reveals that synergistic neural integration is greater downstream of recurrent information flow in organotypic cortical cultures. by Samantha P Sherrill, Nicholas M Timme, John M Beggs, Ehren L Newman

“…The directionality of network information flow dictates how networks process information. A central component of information processing in both biological and artificial neural networks is their ability to perform synergistic integration-a type of computation. …”
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Developmental trajectory of Caenorhabditis elegans nervous system governs its structural organization. by Anand Pathak, Nivedita Chatterjee, Sitabhra Sinha

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Optimizing music course scheduling with real number encoding and chaos genetic algorithm by Shu Li

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