A Procedure for Extending Input Selection Algorithms to Low Quality Data in Modelling Problems with Application to the Automatic Grading of Uploaded Assignments by José Otero, Ana Palacios, Rosario Suárez, Luis Junco, Inés Couso, Luciano Sánchez

“…In this study, 800 source code files, collected and revised by the authors in classroom Computer Science lectures taught between 2013 and 2014, are analyzed with the proposed technique, and the most relevant metrics for the automatic grading task are discussed.…”
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Multi-Band NIR Colorization via Dual-Teacher Color and Structure Distillation by Tae-Sung Park, Young-Min Jeong, Jong-Ok Kim

“…Our model retains color consistency and detailed structure information of objects. The source code and datasets will be available at <uri>https://github.com/ymin2570/Multi-Band-NIR-colorization/</uri>.…”
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Private Collaborative Edge Inference via Over-the-Air Computation by Selim F. Yilmaz, Burak Hasircioglu, Li Qiao, Deniz Gunduz

“…We also provide experimental results verifying the benefits of the proposed OAC approach to multi-user inference, and perform an ablation study to demonstrate the effectiveness of our design choices. We share the source code of the framework publicly on Github to facilitate further research and reproducibility.…”
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HPClas: A data‐driven approach for identifying halophilic proteins based on catBoost by Shantong Hu, Xiaoyu Wang, Zhikang Wang, Menghan Jiang, Shihui Wang, Wenya Wang, Jiangning Song, Guimin Zhang

“…Extensive in silico calculations were conducted on a large public dataset of 12,574 samples and HPClas achieved an area under the receiver operating characteristic curve (AUROC) of 0.844 on an independent test set of 200 samples. The source code and curated dataset of HPClas are publicly available at https://github.com/Showmake2/HPClas. …”
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ESOMICS: ML-Based Timing Behavior Analysis for Efficient Mixed-Criticality System Design by Vikash Kumar, Behnaz Ranjbar, Akash Kumar

“…This article introduces ESOMICS, a novel scheme, to obtain appropriate WCET for LO modes, in which we propose an ML-based approach for WCET estimation based on the application&#x2019;s source code analysis and the model training using a comprehensive data set. …”
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“Version 1.4.0 – pyfao56: FAO-56 evapotranspiration in Python” by Kelly R. Thorp, Dinesh Gulati, Meetpal Kukal, Reagan Ames, Tyler Pokoski, Kendall C. DeJonge

“…Other minor edits included the addition of the Kling-Gupta efficiency as a goodness-of-fit statistic, error handling when the provided soil profile depth is shallower than the maximum rooting depth, and improved management of the model version number in the source code.…”
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Neuromorphic touch for robotics—a review by Tianyi Liu, George Brayshaw, Ao Li, Xingchen Xu, Benjamin Ward-Cherrier

“…Challenges and future directions include developing novel materials for sensors, improving the performance of spiking neural networks and lowering the barrier to entry into neuromorphic touch research through open-sourcing code and datasets. This review underscores the potential of neuromorphic tactile sensing in creating highly efficient and versatile tactile systems for robotics and beyond.…”
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A general-purpose code for correlated sampling using batch statistics with MCNP6 for fixed-source problems [version 1; peer review: 2 approved] by Jeffrey A. Favorite

“…Background Correlated sampling can be applied with batch statistics using MCNP6’s tally fluctuation chart (TFC) to reduce the uncertainty of a difference of tallies between a base case and a perturbed case without modifying the source code. The cases are correlated if they are run with the same random number sequence. …”
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Automatic detection and annotation of eastern Caribbean sperm whale codas by Guy Gubnitsky, Yaly Mevorach, Shane Gero, David F. Gruber, Roee Diamant

“…These results indicate a high degree of complexity in the communication system of this cetacean species. Source code and data for our system is publicly available…”
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HOX gene expression in the developing human spine by John E. G. Lawrence, Kenny Roberts, Elizabeth Tuck, Tong Li, Lira Mamanova, Petra Balogh, Inga Usher, Alice Piapi, Pavel Mazin, Nathaniel D. Anderson, Liam Bolt, Laura Richardson, Elena Prigmore, Xiaoling He, Roger A. Barker, Adrienne Flanagan, Matthew D. Young, Sarah A. Teichmann, Omer Bayraktar, Sam Behjati

“…Our findings shed new light on HOX gene expression in the developing spine, highlighting a HOX gene ‘source code’ in neural-crest cell derivatives.…”
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Exploring Solar Granulation: from IMaX/SUNRISE to DKIST by Reza Mansouri, Rafal Angryk, Kevin Reardon

“…Inouye Solar Telescope (DKIST) telescope, generating preliminary annotations to facilitate future analysis, making this the first application of these techniques to data from DKIST. The source code is publicly available at github.com/rezmansouri/imax-to-dkist. …”
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Sign language recognition based on dual-channel star-attention convolutional neural network by Jing Qin, Mengjiao Wang

“…Experimental results indicate that, compared to existing technologies, the SACNN network model proposed in this study exhibits superior generalization performance. You can find our source codes at https://github.com/wang123c/Sign-Language-Recognition .…”
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Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets by Jesús Bobadilla, Abraham Gutiérrez

“…The published method Generative Adversarial Networks for Recommender Systems (GANRS) allows generating data sets for collaborative filtering recommendation systems. The GANRS source code is available along with a representative set of generated datasets. …”
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Attitude Analysis of Small Satellites Using Model-Based Simulation by Samir A. Rawashdeh

“…The simulation tool named the Smart Nanosatellite Attitude Propagator (SNAP) has been public in precompiled form and widely used since 2010; this paper accompanies the release of SNAP’s source code with the inclusion of new models for aerodynamic torque and other new features. …”
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Modelling of the Production of Source Neutrons from Low-Voltage Accelerated Deuterons on Titanium-Tritium Targets by A. Milocco, A. Trkov

“…The physics for the D-T neutron production was modelled at ENEA (Italy) in the SOURCE and SRCDX subroutines to compile with the MCNP source code. Some improvements to the original subroutines were introduced. …”
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STEME: a robust, accurate motif finder for large data sets. by John E Reid, Lorenz Wernisch

“…As part of our method, we extend an earlier method due to Nagarajan et al. for the efficient calculation of motif E-values. STEME's source code is available under an open source license and STEME is available via a web interface.…”
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MOSRS: An engineering multi-objective optimization through Einsteinian concept. by Vahid Goodarzimehr, João Luiz Junho Pereira, Nima Khodadadi

“…MOSRS was robust in finding the best PF in most studied problems. The source codes of the MOSRS algorithm are publicly available at https://nimakhodadadi.com/algorithms-%2B-codes.…”
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Modelling COVID-19 transmission in supermarkets using an agent-based model. by Fabian Ying, Neave O'Clery

“…We apply our model to synthetic store and shopping data to show how one can use our model to estimate exposure time and thereby the number of infections due to human-to-human contact in stores and how to model different store interventions. The source code is openly available under https://github.com/fabianying/covid19-supermarket-abm. …”
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An integrated calcium imaging processing toolbox for the analysis of neuronal population dynamics. by Sebastián A Romano, Verónica Pérez-Schuster, Adrien Jouary, Jonathan Boulanger-Weill, Alessia Candeo, Thomas Pietri, Germán Sumbre

“…We demonstrate the suitability of the toolbox for a variety of calcium imaging datasets. The toolbox open-source code, a step-by-step tutorial and a case study dataset are available at https://github.com/zebrain-lab/Toolbox-Romano-et-al.…”
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Portable-CELLxGENE: standalone executables of CELLxGENE for easy installation by George T. Hall

“…Availability and implementation Versions of Portable-CELLxGENE for Windows and MacOS, along with source code, are available at https://george-hall-ucl.github.io/Portable-CELLxGENE-Docs. …”
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