RL Perceptron: Generalization Dynamics of Policy Learning in High Dimensions by Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli, Sebastian Goldt, Andrew Saxe

“…Reinforcement learning (RL) algorithms have transformed many domains of machine learning. …”
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Methodology of evaluation and correction of geometric data topology in QGIS software by Anita Kukulska, Tomasz Salata, Katarzyna Cegielska, Marta Szylar

“…The tools and plug-ins for evaluation and revision of geometric and topological correctness of a vector model implemented in QGIS software were mainly used in the survey. Elaborated algorithms are aimed at acceleration of data processing to allow their usage during that process. …”
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Early Warning Systems for Plant Diseases in delta regions: Machine Learning Approaches by Biswas Debarghya, Sharma Priti

“…Nevertheless, these are also sensitive to plant diseases because of the special environmental conditions like high humidity and frequence waterlogging. …”
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Generation of Genuine Multipartite Entangled States via Indistinguishability of Identical Particles by Kobra Mahdavipour, Farzam Nosrati, Stefania Sciara, Roberto Morandotti, Rosario Lo Franco

“…The presented theoretical approach, while already implementable with current linear optics architectures, has the potential to bring clear advantages over existing technologies, such as in quantum computing search algorithms and in the design of new experiments in quantum optics or other platforms.…”
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Artificial intelligence applications in cardiology: a review by I. A. Soloviev I.A., O. N. Kurochkina

“…This paper highlights the key limitations of the large language model technology, such as the lack of standard algorithms for collecting and reviewing data, lack of understanding of the context, the inability of models to form expert conclusions, and the emergence of many problematic ethical characteristics when using large language models.…”
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A simulation-based framework for modeling and prediction of personalized blood pressure trajectories in hypertensive patients after antihypertensive treatment. by Berit Hunsdieck, Johanna Mielke, Katja Ickstadt, Eren Elçi

“…As a prerequisite for the evaluation of such models and algorithms, it is necessary to simulate reliable and realistic hypothetical patient trajectories under treatment with antihypertensive medication. …”
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Efficient Schemes for Optimizing Load Balancing and Communication Cost in Edge Computing Networks by Efthymios Oikonomou, Angelos Rouskas

“…We propose schemes that tackle this problem and compare their performance against previously proposed heuristics that have been also adapted to target both optimization goals. We study how these algorithms behave in lattice and random grid network topologies with uniform and non-uniform workloads. …”
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Theoretical study of the Ni–C system in the pressure range of 0–100 GPa by А.У. Абуова, Т.М. Инербаев, Ф.У. Абуова, Г.А. Каптагай

“…Based on the density functional theory, a search for stable compounds and structures in the Ni–C system was carried out using modern algorithms for predicting crystal structures. As a result, one stable intermediate compound Ni3C with the structure of cementite, previously synthesized at 184 GPa, was revealed. …”
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The Double-Edged Sword of Social Media in the European Union Crisis Management: A Literature Review by Tănase Tasențe

“…Key themes include the paradoxical nature of social media as a “double-edged sword”: enabling real-time updates and grassroots mobilization while also fueling polarized discourse and disinformation. …”
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Fault Type Determination on Distribution Networks Lines within Functions of Microprocessor Current Protections by F. A. Romaniuk, A. A, Tishechkin, E. V. Buloichyk

“…Using the computing experiment method the transient resistance influence in the fault location on the fault type determination accuracy has been also investigated.…”
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Delineating the Spatial Boundaries of Megaregions in China: A City Network Perspective by Wei Chen

“…Central and eastern China have numerous, large, and a high density of megaregions, while the western region has relatively few megaregions. The latter also differs notably from mature megaregions in terms of rank sizes, urban systems, and functional divisions of labor. …”
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Assessment of food toxicology by Alexander Gosslau

“…These systems utilize a combination of complex in vitro cell-based models with computer-based algorithms. A decrease of rodent animal testing with its limitations of high costs, low throughput readouts, inconsistent responses, ethical issues and concerns of extrapolability to humans have led to an increased use of these but also alternative lower hierarchy surrogate animal models (e.g. …”
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Application of Serial Crystallography for Merging Incomplete Macromolecular Crystallography Datasets by Ki Hyun Nam

“…The statistics of the merged data, such as completeness, CC, CC*, R_split, R_work, and R_free, demonstrated a complete dataset, indicating improved quality compared with the incomplete datasets and enabling structural determination. Also, the merging of the incomplete datasets was processed using four different indexing algorithms, and their statistics were compared. …”
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Evaluation of Ramp Metering Impacts on Travel Time Reliability and Traffic Operations through Simulation by Mohammad K. H. Shehada, Alexandra Kondyli

“…This paper focuses on evaluating two well-known ramp metering algorithms in terms of travel time reliability as well as other performance measures such as queue lengths, throughput, and congestion duration, looking at a wide range of traffic demands throughout a calendar year. …”
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On the effect of sampling frequency on the electricity theft detection performance by Fatemeh Soleimani Nasab, Foad Ghaderi

“…The performance degradation rate is significant for data with lower sampling frequencies. We also proposed a bagging network that could improve the overall detection performance at different sampling frequencies.…”
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An annotated Dataset and Benchmark for Detecting Floating Debris in Inland Waters by Guangchao Qiao, Mingxiang Yang, Hao Wang

“…We conducted a number of baseline experiments to evaluate the performance of mainstream object detection algorithms on this dataset. The results show that the detection accuracies of the models, including the state-of-the-art model YOLOv9, are all low, which also indicates that floating object detection is a challenging task.…”
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Understanding HLA-DQ in renal transplantation: a mini-review by Rajdeep Das, Neil S. Greenspan

“…Emerging molecular mismatch algorithms refine immunogenicity assessments by analyzing amino acid differences and structural interactions. …”
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A Comprehensive Analysis of Data Augmentation Methods for Speech Emotion Recognition by Umut Avci

“…The SpecAugment method was also used to transform the spectrograms into versions with masked time and frequency axes. …”
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OpenJUMP HoRAE—A free GIS and toolbox for home‐range analysis by Stefan Steiniger, Andrew J. S. Hunter

“…The software is distributed under a free and open‐source license, so research can also benefit from the toolbox because implemented algorithms can be tested directly and improved. © 2012 The Wildlife Society.…”
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Design of Cross-Source Education Information Classification Model Based on Cloud Computing Technology by Zhimei Lv

“…Traditional classification algorithms can be well applied to limited data sets, but the application effect of uncertain data sets was poor. …”
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