SynergyBug: A deep learning approach to autonomous debugging and code remediation by Hong Chen

“…The system demonstrated exceptional detection strength for functional and performance, and security bugs, where the detection rates reached 94% and 90% and 92%, respectively. …”
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Evaluation of the effectiveness of sliding redundancy of radioelectronic facilities by T. E. Gelfman, A. P. Pirkhavka

“…Practical recommendations on the selection of the redundancy mode are presented according to different reliability indices and constructed mathematical models of the sliding redundancy efficiency coefficients. …”
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Typifying rural landscapes of the suburban district of Odesa by Valentyna Oliinyk

“…We consider it appropriate not only the selection of the types of rural landscapes of the suburbs, but also conduct appropriate zoning, given its features and landscape types for sustainable management, conservation and restoration of natural resources (land, water, forest), efficient use of land taking into account geoecological situation. …”
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Genetic Variation and Assessment of Seven Salt-Tolerance Genes in an <i>Indica</i>/<i>Xian</i> Rice Population by Yuanhang Cheng, Tao Wang, Yeying Wen, Xingfei Zheng, Haifeng Liu, Xiangsong Chen, Ying Diao, Zhongli Hu, Wenjie Feng, Zhaohui Chu

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Simulating Self-lensing and Eclipsing Signals due to Detached Compact Objects in the TESS Light Curves by Sedighe Sajadian, Niayesh Afshordi

“…The shape of a self-lensing signal is a degenerate function of stellar radius and the compact object’s mass because the self-lensing peak strongly depends on the projected source radius normalized to the Einstein radius. …”
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The State and Prospects of Using Digital HR Tools by Russian Companies by N. V. Lomonosova, E. A. Yakimova

“…A comparative analysis of modern automation systems for personnel selection is presented and an assessment of their technological functionality is carried out. …”
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Rprot-Vec: a deep learning approach for fast protein structure similarity calculation by Yichuan Zhang, Wen Zhang

“…It can be applied in protein homology detection, structure-function inference, drug repurposing, and other downstream biological tasks. …”
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Intelligent Priority-Aware Spectrum Access in 5G Vehicular IoT: A Reinforcement Learning Approach by Adeel Iqbal, Tahir Khurshaid, Yazdan Ahmad Qadri

“…The environment is modeled as a discrete-time Markov Decision Process (MDP), and a context-sensitive reward function guides fairness-preserving decisions for access, preemption, coexistence, and hand-off. …”
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Assessing The Impact of Wastewater Outfalls Pollution Points on The WQI of Qilyasan Stream in Sulaymaniyah, Kurdistan Region, Iraq, Using FL Modelling. by Helin Qais Hussein, Zeren Jamal Ghafoor

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The Physiological and Biochemical Mechanisms Bioprimed by Spermosphere Microorganisms on <i>Ormosia henryi</i> Seeds by Meng Ge, Xiaoli Wei, Yongming Fan, Yan Wu, Mei Fan, Xueqing Tian

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Innovation as a Source of Ensuring the Sustainable Development of the Enterprise by Brahina Olha S.

“…The author determines the factors of importance of innovative development in the context of sustainable development and the main functions it performs. The stages of innovative development in the context of sustainable development of enterprise are formed, among which it is worth highlighting the following: analysis and assessment of the current state of enterprise; generation and selection of ideas; development of an innovation strategy; implementation of innovative solutions, monitoring and evaluation of efficiency, adjustment and improvement of strategy, communication of results and involvement of stakeholders. …”
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Characterization of Biocalcium Microparticles from Saltwater Crocodile (<i>Crocodylus porosus</i>) Bone and Their Potential for Enhancing Fish Bologna Quality by Theeraphol Senphan, Natthapong Mungmueang, Supatra Karnjanapratum, Sutee Wangtueai, Akkasit Jongjareonrak, Suthasinee Yarnpakdee

“…Saltwater crocodile (SC; <i>Crocodylus porosus</i>) bone, an underutilized by-product, can be converted into high-value bio-calcium (Biocal), serving as a potential source of calcium and minerals. This study aimed to produce SC bone Biocal as functional gel enhancer for fish bologna development and to increase calcium intake. …”
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Highly dispersed Cu0-Cuδ+/MgO-FeOx catalyst for the synergistic enhancement of the hydrogenation of furfural by Shuaishuai Wang, Lingyu Jia, Shanshan Dang, Mingkun Zhang, Tianliang Lu, Xiang Gao, Weifeng Tu, Zhenzhou Zhang

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Scalable Video Processing and Frame Analysis System for Automated Monitoring of Chicken Behavior Based on Artificial Intelligence Technologies by Svitlana Antoshchuk, Oleksii Danchuk, Tetiana Kunup

“…The article highlights the advantages of using automated systems to monitor chicken health under conditions of limited human resources. A software solution has been developed for monitoring chicken health, which enables video uploads from local sources or video services such as YouTube, selection of the communication language, and the LLM model. …”
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Reinforcement Q-Learning-Based Adaptive Encryption Model for Cyberthreat Mitigation in Wireless Sensor Networks by Sreeja Balachandran Nair Premakumari, Gopikrishnan Sundaram, Marco Rivera, Patrick Wheeler, Ricardo E. Pérez Guzmán

“…The proposed system is formulated as a Markov Decision Process (MDP), where encryption level selection is driven by a reward function that optimizes the trade-off between energy efficiency and security robustness. …”
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A statistical framework for analysis of trial-level temporal dynamics in fiber photometry experiments by Gabriel Loewinger, Erjia Cui, David Lovinger, Francisco Pereira

“…Finally, we provide an open-source package and analysis guide for applying our framework.…”
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Systematic Literature Review on the Utilization of Tuber Crop Skins in the Context of Circular Agriculture by Aziz Caliskan, Norhidayah Abdullah, Noriza Ishak, Divine Senanu Ametefe, Imene Tatar Caliskan

“…Additionally, their application in food fortification and the creation of functional foods showcases their versatility. Conclusion: Despite the promising applications of tuber crop skins, there is a notable lack of comprehensive studies examining their long-term sustainability, scalability, and socio-economic impacts. …”
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Unlocking the Depths: Use of a Trait‐Based Approach to Reveal the Diversity of Foraging Strategies in a Deep‐Pelagic Fish Community by Liz Loutrage, Anik Brind'Amour, Benoit Simon‐Bouhet, Rachel Dubourg, Célina Chantre, Jérôme Spitz

“…Species in the epipelagic layer exhibited significant trait convergence, while species in the bathypelagic layer exhibited high functional trait diversity. High locomotor capacity may have been selected in the epipelagic layer, where light and food resources are higher, which could explain the pressure to possess traits adapted for a prey‐tracking strategy. …”
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Screening and comprehensive evaluation of low nitrogen tolerance of Zhejiang photosensitive japonica rice cultivars by ZHAI Rongrong, YU Peng, YE Shenghai, WANG Junmei, WU Mingguo, LIN Jianrong, ZHU Guofu, ZHANG Xiaoming

“…And then we used fuzzy membership function, principal component analysis and cluster analysis to comprehensive evaluate low nitrogen tolerance, the coincidences rates of the results reached 80%. …”
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Three Years of High-contrast Imaging of the PDS 70 b and c Exoplanets at Hα with MagAO-X: Evidence of Strong Protoplanet Hα Variability and Circumplanetary Dust by Laird M. Close, Jared R. Males, Jialin Li, Sebastiaan Y. Haffert, Joseph D. Long, Alexander D. Hedglen, Alycia J. Weinberger, Katherine B. Follette, Daniel Apai, Rene Doyon, Warren Foster, Victor Gasho, Kyle Van Gorkom, Olivier Guyon, Maggie Y. Kautz, Jay Kueny, Jennifer Lumbres, Avalon McLeod, Eden McEwen, Clarissa Pavao, Logan Pearce, Laura Perez, Lauren Schatz, Judit Szulágyi, Kevin Wagner, Ya-Lin Wu

“…Starlight scattering off the front edge of these dusty CPDs is the likely source of the bright compact continuum light detected within ∼30 mas of both planets in our simultaneously obtained continuum 668 nm filter images. …”
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