Automated Recipe Generation AI Tool from Food Images using Machine Learning. Approach for Ingredient Extraction and Cooking Instructions by Lwamaza, Eddy, Nuwasiima, Happy

“…This report represents a crucial step towards fulfilling the requirements for a Bachelor's degree in Computer Science from Kabale University. It is structured into three main chapters, each playing a distinct role in advancing the understanding and implementation of the proposed project. …”
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Innovative methodological pillars for bibliometric studies: AI screening, data normalization and dual-tool analysis by Christos Stefanis, Elisavet Stavropoulou, Agathangelos Stavropoulos, Despoina Gyriki, Christos G. Nikolaidis, Vassilios Vassos, Evangelia Nena, Christina Tsigalou, Eugenia Bezirtzoglou

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Anatomical site and environmental exposure differentially shape the microbiota across mucosal tissues in rainbow trout (Oncorhynchus mykiss) by Alberto Ruiz, Ignasi Sanahuja, Silvia Torrecillas, Enric Gisbert

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Psycholinguistic Concept and the Model of Speech Influence by A.A. Leontiev and Its Importance for Actualization of the Modern Communication Problems by Ksenia Maksymenko, Heorhii Kalmykov

“…The content of this manuscript also describes the psycholinguistic model of speech effect, which, according to the author, has statuses or psychological actions, or appears as an independent activity with its own motive, has a feedback, acts in various forms of interference with consciousness and subconscious of the personality, etc.; the ways of achieving changes in the recipient’s existing values under the influence of the content of communicator’s speech are represented; the three-layer psycholinguistic structure of the speech influence is substantiated. …”
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Comprehensive Analysis of RNA Methylation-Regulated Gene Signature and Immune Infiltration in Ischemia/Reperfusion-Induced Acute Kidney Injury by Wei-Hua Liu, Fang Cao, Miao Lin, Fu-Yuan Hong

“…Results: A total of 2,367 DEGs were obtained, including 1,180 upregulated and 1,187 downregulated genes in IRI-AKI kidney associated with the cell structure, proliferation, molecule binding/interaction, and signaling pathways such as the leukocyte migration and chemokine signaling pathways. …”
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A multi-objective mathematical model for the multi-warehouse order picking system using Benders decomposition algorithm by Fatemeh Nikkhoo, Ali Hosseinzadeh Kashan, Bakhtiar Ostadi, Ehsan Nikbakhsh

“…Also, in this article regarding the solution method, exact solution approaches have been used for the first time considering the structure of the problem. The computation results show that the proposed algorithms are efficient and suitable methods for problem-solving.…”
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Graph-based reinforcement learning for software-defined networking traffic engineering by Jingwen Lu, Chaowei Tang, Wenyu Ma, Wenjuan Xing

“…GRL-TE introduces three key innovations: (1) TopoFlowNet, a graph neural network architecture that models WANs as bipartite graphs with edge nodes representing physical links and path nodes representing candidate paths, enabling efficient bidirectional information propagation through GINConv layers while MLP modules handle collaborative relationships among paths serving the same demand; (2) A one-step A2C mechanism specifically designed for TE with immediate reward structure, eliminating the need for future state estimation and significantly simplifying training; (3) Integration of ADMM as a post-processing step to iteratively reduce constraint violations while improving solution quality. …”
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Long-term impacts of historical education policy on wages in China: insights on over-education by Xiaodong Chen, Ding Li, Pengyu Zhu

“…This increase is mainly attributed to the continuation of cultural norms influencing human capital (workers’ degree and positional title structures by gender and direct educational investments) and social capital (innovation, transport, paid-in capital structure, and welfare costs), along with migration patterns that attract talent. …”
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Environmental sustainability in the dental curriculum: a scoping review by Omar Bamedhaf, Hira Salman, Shakeel Ahmed Tegginmani, Shaista Salman Guraya

“…While structured training programs demonstrated positive impacts on student engagement and knowledge, ES education in dental curricula remains inconsistent, lacking standardized learning objectives, institutional policies, and faculty training. …”
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Logical gates recognition in a flat transistor circuit by D. I. Cheremisinov, L. D. Cheremisinova

“…All steps of the proposed methods of structural CMOS gates recognition are performed in a linear time from the number of transistors in the initial circuit.Co n c l u s i o n.  …”
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Synthesis, Characterization and Study of Antibacterial Activity of a New Schiff Base Ligand and Its Complexes with Co(II), Ni(II), Cu(II), Cd(II) and Hg(II) Metal Ions by Baghdad Science Journal

“…The proposed structure of the complexes using the program, Chem office (2006) and the general formula has been given for the prepared ligand complexes K2[M(H2L)2].…”
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Use of the voxel-based morphometry method in the diagnosis of dementia of the Alzheimer type by E. . Andreev, N. . Ananieva, N. . Zalutskaya, I. A. Beltceva, N. . Neznanov

“…The analysis of the brain structures is made more precise with the help of such programs. …”
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APPROACH TO OPTIMISING AND MANAGING WAREHOUSE STOCKS IN A CAR SERVICE by Ivan Beloev, Dimitar Grozev

“…The model incorporates a multitude of suppliers, each exhibiting distinct pricing structures and delivery terms. Constraints are imposed on the selection of suppliers, thereby influencing the overall dynamics of the supply chain. …”
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Patient Perspectives on Open-Door Policies in Psychiatry: Mixed Methods Study by Timur Liwinski, Robert Davidson, Jan Sarlon, Rainer Gaupp, Lukas Imfeld, Annette B Brühl, Marc Vogel, Christian G Huber, Undine E Lang

“…A text mining approach using latent Dirichlet allocation, a Bayesian topic modeling technique, was applied to analyze open-ended responses and identify latent thematic structures. ResultsThe majority of respondents (347/544, 63.8%) rated open-door treatment as “very important” (10 out of 10 on a Likert scale). …”
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Measuring and Improving the Efficiency of Python Code Generated by LLMs Using CoT Prompting and Fine-Tuning by Ramya Jonnala, Jeong Yang, Young Lee, Gongbo Liang, Zechun Cao

“…However, LLM-generated code often faces challenges due to inherent inefficiencies, including redundant logical structures, factually inconsistent content (hallucinations), and programming errors. …”
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The effects of physical exercise on the time management of college students: a chain mediation effect test by Yue Cao, Yong Jiang

“…In addition, it was found that the degree of exercise structuring (e.g., a team training program) significantly enhanced the cascade effect (β = 0.15, p < 0.05), whereas high-intensity interval training (HIIT) may weaken the transfer efficiency due to short-term cognitive load. …”
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The role of higher education institutions in promoting entrepreneurship development by Abdijabbar Ismail Nor, Fadumo Shafie Mohamed, Maryam Mohamed Barre, Mohamed Abdulle Hussein

“…A purposive sampling technique was employed to collect comprehensive and relevant data from stakeholders involved in entrepreneurship training programs in higher education institutions (HEIs). The study utilized partial least squares structural equation modeling to test the hypotheses, with Smart-PLS software (v.4.1.0.9) employed for data analysis. …”
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Evaluating implementation preparedness for suicide screening and referral in a Nepali emergency department: A mixed-methods study by Anmol P Shrestha, Roshana Shrestha, Ajay Risal, Renu Shakya, Kripa Sigdel, Riya Bajracharya, Pratiksha Paudel, Divya Gumudavelly, Emilie Egger, Sophia Zhuang, Lakshmi Vijayakumar, Ashley Hagaman

“…Conclusions In under-resourced settings, staff must contend with competing responsibilities and complex structural causes of suicide and barriers to treatment. …”
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GUIDELINE FOR MEDICO-SOCIAL CARE DEPARTMENTS IN CHILDREN’S POLYCLINICS by V. Yu. Al'bitskii, N. V. Ustinova, O. V. Kulikov, A. V. Kim, M. V. Muratova, Z. A. Roslova, N. V. Timakova, A. L. Rubezhov, A. Z. Farrakhov, R. F. Shavaliev

“…The structured guideline was suggested: 1) early identification of vulnerable children and adolescents (difficult situations); 2) development of individual interdisciplinary (medico-psychosocial) care programs; 3) providing integrated interdisciplinary care for children and their families. …”
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THE IMPACT OF SERVICE QUALITY ON STUDENT SATISFACTION IN INSTITUTIONS OF HIGHER EDUCATION IN SERBIA by Mirjana Dunić, Njegoš Dragović

“…Factor analysis was performed, along with appropriate modeling based on structural equations. The structural equation modeling was carried out using the AMOS software add-on within the SPSS statistical program. …”
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