Towards Economic Sustainability: A Comprehensive Review of Artificial Intelligence and Machine Learning Techniques in Improving the Accuracy of Stock Market Movements by Atoosa Rezaei, Iheb Abdellatif, Amjad Umar

“…This study examines the incorporation of artificial intelligence (AI) and machine learning (ML) technologies to address gaps in identifying predictive factors, integrating diverse data sources, and optimizing methodologies. Employing a systematic review, recent advancements in ML techniques like deep learning, ensemble methods, and neural networks are analyzed, alongside emerging data sources such as traders’ sentiment and real-time economic indicators. …”
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Environmental Assessment of Cellulose Pulp Production from Wood Waste using Organosolv Treatment by Pazzaglia Aron, Romagnoli Francesco, Castellani Beatrice

“…The increasing demand for sustainable materials has prompted exploration into alternative methods for cellulose pulp production, with a focus on minimizing environmental footprint. …”
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Evaluation of ChatGPT-4 as an Online Outpatient Assistant in Puerperal Mastitis Management: Content Analysis of an Observational Study by Fatih Dolu, Oğuzhan Fatih Ay, Aydın Hakan Kupeli, Enes Karademir, Muhammed Huseyin Büyükavcı

“…ObjectiveThis study aimed to evaluate whether ChatGPT-4 can function as a virtual outpatient assistant in the management of puerperal mastitis by assessing the accuracy, clarity, and clinical safety of its responses to frequently asked patient questions in Turkish. MethodsFifteen questions about puerperal mastitis were sourced from public health care websites and online forums. …”
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The structure and the weighted average price of working capital by M. A. Pertseva

“…The problems of developing models and methods of estimating the quality of the structure of the weighted average cost of capital and working capital of the industrial enterprise is considered, that is very important for optimal management of investments in fixed and working capital in terms of price heterogeneity, different conditions of access and market volumes source equity and debt financing.…”
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Culture Techniques of Moina: The Ideal Daphnia for Feeding Freshwater Fish Fry by R.W. Rottmann, J. Scott Graves, Craig Watson, Roy Yanong

“…Additionally, the document addresses nutritional aspects and methods for long-term storage. This comprehensive guide aims to support hobbyists and commercial operators in optimizing Moina production for feeding fish fry. …”
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A Survey of Localization in Wireless Sensor Network by Long Cheng, Chengdong Wu, Yunzhou Zhang, Hao Wu, Mengxin Li, Carsten Maple

“…The location estimation methods can be classified into target/source localization and node self-localization. …”
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CHOICE OF SHORT-TERM CONSTANT CONFIGURATION OF THE DISTRIBUTION NETWORK by I. I. Golub, O. N. Voitov, E. V. Boloev, L. V. Semenova

“…The work studies a possibility of choice for a given interval of changing the load power and the capacity of renewable generation sources of such a constant configuration of the primary distribution network, at which the energy losses differ minimally from the losses at the optimal hourly reconfiguration The study was carried out using the fast algorithm of the primary distribution network reconfiguration by the losses minimization criterion that was worked out by the authors. …”
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Photovoltaic array design for laser power transmission in space applications by Giovanni Cichelli, Pierluigi Morsaniga, Giuseppe Gervasio, Paolo Laporta, Nicola Coluccelli

“…Wireless power transmission through lasers can revolutionize energy delivery methods, providing continuous power supply to satellites, unmanned aerial vehicles, and space stations, where traditional power sources are impractical. …”
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Does the Timing of the Initiation of Physical Therapy Post‐Rotator Cuff Repair Impact Shoulder Function? by Reivian Berrios Barillas, James Irrgang

“…Payor source may have influenced the number of PT visits (R2 = 0.060, p < 0.001). …”
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Autonomous spatial mapping and analysis of heterogeneous ambient sensor data in factories by Sebastian Thiede, Leicai Xiao, Poorya Ghafoorpoor Yazdi

“…The paper proposes an autonomous spatial mapping and analysis approach with multiple ambient data sources. It was validated in a factory setting with five ambient sensor data maps, and the evaluation of 12 spatial mapping methods revealed optimal interpolation techniques for different variables. …”
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The ineffectiveness of urban development plans in realizing a sustainable city(Case study: Zanjan) by mahboob reyhan, mohsen ahadnejad, taghi heydari

“…Therefore, in the context of identifying the causes of inefficiency of urban development plans, a mixed approach was used, which is a combination of two quantitative and qualitative methods. Data were also obtained from primary and secondary sources. …”
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For assessing the efficiency of risk management at trading enterprises by O. N. Chuvilova, A. A. Kazakova, I. R. Temirbulatova, R. S. Muslimov

“…The study is devoted to proving the feasibility of using a universal method to evaluate the effectiveness of risk management and eliminate the variety of evaluation criteria using a variety of risk assessment methods proposed in scientific sources. …”
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Analytical Generalization of the Depreciation Multiplier as a Factor of Extended Reproduction of Fixed Assets Depending on the Age Structure by L. A. Antonov

“…The aim of the study is to identify the impact of the age structure of fixed assets on the expansion multiplier value factoring in various methods of calculating depreciation. The research methods include mathematical and computer modelling, as well as deductive logic as a process of reasoning from more general to more specific. …”
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Models of Ischemic Stroke (Review) by A. M. Golubev

“…Limited knowledge of the pathogenesis, diagnosis, clinical presentation, and treatment of this life-threatening disease can be complemented by modelling of ischemic stroke on animals, particularly, in rodents (rats, mice).The aim of review: to provide a rationale for choosing an optimal model of human ischemic stroke.Among more than 300 primary literature sources from various databases (Scopus, Web of science, RSCI, etc.), 84 sources were selected for evaluation, of which 72 were published in the recent years (2015–2019). …”
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Enhanced power sharing and voltage regulation for islanded nano-satellite DC microgrids in spinning flight scenarios by Khalil Louassaa, Josep M. Guerrero, Baseem Khan, Muhammad Zain Yousaf, Mohamed Ali Zdiri, Liu Zhang, Rajkumar Sivanraju

“…The solution provides four key advantages: (1) robust handling of dynamic operational conditions including sudden constant power load variations, source fluctuations, and islanding/connection mode transitions; (2) decoupled control architecture separating high-level power management from fast local regulation; (3) optimized computational efficiency for onboard processing constraints; and (4) enhanced environmental robustness through NTSM’s inherent stability in extreme thermal/radiation conditions. …”
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Infrastructure-based sensor fusion for acquiring gross vehicle weight rating classifications by Guoliang Feng, Yiqiao Li, Andre Y.C. Tok, Stephen G. Ritchie

“…To address this challenge, this paper developed an approach to acquire GVWR-based classification data through the aggregation of two complementary infrastructure-based sensing technologies: inductive loop sensors and side-fire cameras. An open-source intelligence (OSINT) method was initially adopted to establish a GVWR-based vehicle dictionary to overcome mapping challenges with classes that cannot be directly associated with singular GVWR-based classes. …”
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Machine learning for defect condition rating of wall wooden columns in ancient buildings by Yufeng Li, Wu Ouyang, Zhenbo Xin, Houjiang Zhang, Shuqi Sun, Dian Zhang, Wenbo Zhang

“…Data processing algorithms were introduced to process the source data, fuse their features, and augment the datasets. …”
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Comparative analysis of international melanoma guidelines by Ahmad Idrissi-Yaghir, Henning Schäfer, Hendrik Damm, Georg C. Lodde, Elisabeth Livingstone, Dirk Schadendorf, Christoph M. Friedrich

“…Understanding the discrepancies in the referenced evidence across national guidelines can offer insights into the sources that inform their development. These insights may contribute to optimizing future diagnostic methods, treatment strategies, and follow-up care approaches. …”
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Preparation, Structural Characterization and Antioxidant Activity of Carboxylated Chitosan-Pectin-based Silver Nanoparticles by Yongjin SUN, Hongjie WANG, Jing HUANG, Yunlong ZHAO, Huiying LIAO, Shuyun LIANG, Jinyuan CAI, Xia LI

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DAMPAK PEMANFAATAN ARTIFICIAL INTELLIGENCE (AI) DALAM PERILAKU PENGAMBILAN KEPUTUSAN TERHADAP ETIKA BISNIS DAN KEBERLANJUTAN ORGANISASI by Putu Ayu Diah Widari Putri, Nyoman Yudha Astriayu Widyari, Ida Ayu Komang Tiara Pratistha Sari

“…This study uses a qualitative method with a literature study approach used as a comprehensive research method, involving the collection and analysis of articles related to the topic from various academic sources from 2021 to 2025. …”
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