Harmonizing and integrating the NCI Genomic Data Commons through accessible, interactive, and cloud-enabled workflows. by Ling-Hong Hung, Bryce Fukuda, Robert Schmitz, Varik Hoang, Wes Lloyd, Ka Yee Yeung

“…Our approach and open-source executable workflows of making the analytical process as readily available as the data can be applied to other data repositories to increase their impact on scientific research.…”
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Effectiveness of Tax Benefits for Information Technology Organizations in Russia by I. V. Kolotovkin, L. V. Polezharova

“…The article describes the distortion of the aggregate tax reporting characterizing the IT industry, which takes into account not only recently established IT organizations, but also “nominal” separates from large organizations IT subdivisions or technically clarified classification code, making it inappropriate to use such reporting as a basis for analysis and reliable conclusions. …”
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Enhancing Performance and Stability of Wing-Alone UAV: A Comprehensive Mathematical Model and Simulation Approach Using MATLAB and Simulink by G. Ramanan, N. Rahul, V. E. Sathishkumar, Indraraj Upadhyaya

“…The novel objective of this study is enhancing the performance and stability aspects of the wing-alone UAV through code-based reports and the implementation of custom MATLAB algorithms. …”
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LiDAR-Based Optimized Normal Distribution Transform Localization on 3-D Map for Autonomous Navigation by Abhishek Thakur, P. Rajalakshmi

“…The complete system runs on the robot operating system (ROS). The code will be released at <uri>https://github.com/abhishekt711/Localization-Nav</uri>.…”
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On Explainability of Reinforcement Learning-Based Machine Learning Agents Trained with Proximal Policy Optimization That Utilizes Visual Sensor Data by Tomasz Hachaj, Marcin Piekarczyk

“…We publish all source codes so our experiments can be reproduced.…”
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Problems of interaction in the investigation of corruption crimes in the field of official activity and professional activity related to the provision of public services by Yu. K. Doroshenko

“…Among the latter, we suggest making a decision about the necessity and expediency of interaction, choosing the form and methods of interaction, procedural consolidation of the decision, direct interaction, and registration of the results of the indicated cooperation. …”
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PERFORMANCE REFINEMENT OF CONVOLUTIONAL NEURAL NETWORK ARCHITECTURES FOR SOLVING BIG DATA PROBLEMS by Saud Aljaloud

“…The FMNIST or Fashion MNIST database and CIFAR10 were also tested (using the same neural network design), extending the scope of the comparison beyond MNIST. The same code was used with the same structure thanks to the use of a higher-level library called Keras, making use of the aforementioned support (in our case, Theano or TensorFlow). …”
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Perspectives on agricultural research organizations: A new tool for agricultural research and land stewardship by Tyler A. Campbell, Lindsay A. Martinez, Jason E. Sawyer

“…New avenues of agricultural research funding are needed to enhance and enable effective decision-making by stewards of working lands. In 2015, the United States Congress passed a bill that enables estates and others to devote their assets toward Agricultural Research Organizations (ARO). …”
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Meta Synthesis Review: Explaining the Role of Urban Living Labs in Citizen Participation by Heydar Parmah, Ali Shayan, Shaghayegh Sahraei, Saeed Rouhani

“…In order to collect data, the articles of WoS and Scopus databases were reviewed and studied and the content of these articles was analyzed and coded using MaxQda software, and according to the analysis and summarization, living labs facilitates participatory governance, facilitating urban innovation, facilitating learning and social innovation, strengthening the role of citizens in urban development, creating collaborative decision-making and facilitating collective participation.…”
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Decision on No Need for an Investigation (CMK art.158 f.6) by Cem Şenol

“…This study deals with the decision regarding no need for an investigation as regulated in Article 158.f.6 of the Turkish Criminal Procedure Code (CPC). The regulation regarding the decision to not conduct an investigation (SYOK) gives the public prosecutor the authority to decide that no need exists for an investigation, with the exceptions of opening an investigation or making a decision that no need exists for prosecution due to the conditions of investigation not being met. …”
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Institutionalizing integrity: rethinking ethical and cultural standards in Kazakhstan's civil service by Zhanna Khamzina, Yermek Buribayev, Yerazak Tileubergenov

“…The analysis encompassed a review of formal ethical codes and laws, an assessment of their enforcement mechanisms, and an examination of organizational culture and behavior. …”
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Overcoming polymorphism: a revised list of shell characters for the phylogenetic analysis of soft-shelled turtles (Pan-Trionychidae) by Walter G. Joyce

“…In a second step, the primary data was used to code terminal taxa by reference to the most adult individuals for characters controlled by ontogeny. …”
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Passive Observer of Activities for Aging in Place Using a Network of RGB-D Sensors by Shahram Payandeh, Jim Park

“…In addition, using the scene graph representation, an automatic decision-making tool is proposed where spatial relationships between the objects can be used to estimate the expected activities. …”
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A Generalized Limit Equilibrium-Based Platform Incorporating Simplified Bishop, Janbu and Morgenstern–Price Methods for Soil Slope Stability Problems by Aman Alok, Avijit Burman, Pijush Samui, Mosbeh R. Kaloop, Mohamed Eldessouki

“…A VBA code-based platform has also been developed incorporating the generalized LE method, including Bishop’s, Janbu’s, and Morgenstern–Price methods which are represented in the form of flowcharts in this work.…”
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Multi channel fusion diffusion models for brain tumor MRI data augmentation by Cuihua Zuo, Junhao Xue, Cao Yuan

“…Future work will explore the application of this model to various types of medical images and further optimize the model to improve its generalization capabilities. We release our code at https://github.com/feiyueaaa/MCFDiffusion.…”
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Effective Multi-Class Sentiment Analysis Using Fine-Tuned Large Language Model with KNIME Analytics Platform by Jin-Ching Shen, Nai-Jing Su, Yi-Bing Lin

“…Using the KNIME analytics platform as an accessible, no-code interface, our approach streamlines and simplifies model development and deployment, making an advanced sentiment analysis tool more usable and cost-effective for enterprises. …”
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A reliable approach for identifying acute lymphoblastic leukemia in microscopic imaging by Mimosette Makem, Levente Tamas, Lucian Bușoniu

“…In this study, we deployed a pre-trained CNN model (MobileNet) that has a small size and low complexity, making it suitable for mobile applications and embedded systems. …”
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Prioritising explainable AI-driven recommendations with knowledge graphs and reinforcement learning by Neeraj Tiwary, Shahrul Azman Mohd Noah, Fariza Fauzi

“…Abstract Explainable Recommender Systems (XRSs) assist users in decision-making by offering precise and interpretable recommendations. …”
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A systematic literature review of bamboo as reinforcement in concrete by Ipsitaa Priyadarsini Das, Pradeep G. Kini, Shreelaxmi Prashant

“…Bamboo reinforcement also offers significant cost savings (approximately 36.78%) and lower carbon emissions, making it a promising eco-friendly alternative to steel in concrete structures. …”
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Digital things as objects of civil rights by Babetska I.

“…The results of the research can be used in law-making activities for the purpose of legal regulation of civil relations.…”
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