DialogueMLLM: Transforming Multimodal Emotion Recognition in Conversation Through Instruction-Tuned MLLM by Yuanyuan Sun, Ting Zhou

“…Carefully crafted structured prompts are used to align emotion semantics with dataset annotations, combined with Low-Rank Adaptation (LoRA) for parameter-efficient optimization. The method achieves a state-of-the-art weighted F1-score of 68.57% on the MELD benchmark. …”
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Unsupervised SAR Fine-Grained Ship Classification via Spherical Metric Refinement With Deep Subdomain Adaptation by Zhichao Han, Haitao Lang

“…Unsupervised domain adaptation (UDA) is a promising method for addressing the problem of SAR fine-grained ship classification in target domain with no labeled data available by leveraging a large number of labeled samples from source domains. …”
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The Influence of Activity-Based Costing and Just-in-Time on Efficiency Cost Production with Company Size as a Moderation Variable by Fri Medistya Anke Priyono

“…In competition, an increasingly growing industry, strict efficiency cost production has become important in increasing the Power competitiveness and profitability of companies. The ABC method is used for allocate cost based on actual activity​ consume source power, while JIT focuses on reducing waste and optimization production through management proper stock​ time.  …”
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Redesigning CMOS VLSI using Yosys synthesis tool by D. I. Cheremisinov, L. D. Cheremisinova

“…The goal of the work is to develop an approach to redesigning circuits using open source design automation software packages.Methods. …”
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Battery Energy Storage Systems in Microgrids: A Review of SoC Balancing and Perspectives by Thales Augusto Fagundes, Guilherme Henrique Favaro Fuzato, Lucas Jonys Ribeiro Silva, Augusto Matheus dos Santos Alonso, Juan C. Vasquez, Josep M. Guerrero, Ricardo Quadros Machado

“…Microgrids (MGs) often integrate various energy sources to enhance system reliability, including intermittent methods, such as solar panels and wind turbines. …”
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Digitalize Puppet Games as an Innovation for the Implementation of Character Education in Elementary: A Literature Overview by Irhas Irhas, Asrowi Asrowi, Djono Djono

“…Considering several facts revealing that the achievement of the internalization of character education in schools is still relatively low, given the low interest in student learning and the use of learning media that tends to be static, whereas in learning in the digital era where students are familiar with the use of technology, of course, it must receive attention given the great potential if opportunities for using ICT in the learning process can be optimized. This paper uses a descriptive qualitative design approach with a literature review method, data is collected from the results of reading orientation of authentic sources namely books, journals and relevant literature and analyzed through reduction, display and verification as conclusions. …”
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Wind Turbine Static Errors Related to Yaw, Pitch or Anemometer Apparatus: Guidelines for the Diagnosis and Related Performance Assessment by Davide Astolfi, Silvia Iuliano, Antony Vasile, Marco Pasetti, Salvatore Dello Iacono, Alfredo Vaccaro

“…Based on this, finally, a rigorous work flow is formulated for detecting static errors and discriminating among them through SCADA data analysis. Nevertheless, methods based on additional information sources (like further sensors or meteorological data) are also discussed. …”
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PHARMACEUTICAL SERVICES: STATUS AND DEVELOPMENT TRENDS by A. A. Klimenkova, L. N. Geller, A. A. Skripko, L. A. Gravchenko, E. A. Korzhavykh

“…The aim of the review is to provide an analysis and generalization of the main directions of research in the sphere of pharmaceutical services, and their characteristics associated with the determination of their main development trends.Materials and methods. For the analysis, the information store on the basis of scientific publications by Russian and foreign scientists, devoted to research in the field of pharmaceutical services (PSs), has been used. …”
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Global burden, subtype, risk factors and etiological analysis of enteric infections from 1990-2021: population based study by Youao Zhang, Youao Zhang, Yuran Zhang, Zhifeng Chen, Zixuan Jia, Yulan Yu, Jieyan Wang, Hui Liang

“…This study aims to investigate the patterns and trends of enteric infections from 1990 to 2021, providing valuable insights for health policy formulation, medical resource allocation, and the optimization of patient management plans.MethodsWe analyzed the Global Burden of Disease (GBD) 2021 for 21 regions and 204 countries to understand better the health burden using prevalence, incidence, mortality, and disability-adjusted life years (DALYs), subtype, risk factors, and etiology. …”
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Problems and Prospects for the Application of Neural Networks for the Sphere of Education by T. M. Shamsutdinova

“…The purpose of the study is to examine the theory and practice of using neural networks in education, to develop the concept of a neural network adaptive learning environment, and to implement a neural network model of one of the subsystems of this environment (using a model example of creating an adaptive educational trajectory).Materials and methods. The study includes a review of bibliographic sources on the application of neural networks in the field of education. …”
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Balancing Efficiency and Emissions: A Study on Biodiesel‐Hydrogen Dual‐Fuel Engine Performance Under Varying Injection Timings by Vasanthkumar Periyathambi, Manikandan Ezhumalai, Mohan Govindasamy, Ratchagaraja Dhairiyasamy, Deekshant Varshney, Subhav Singh

“…ABSTRACT The growing demand for cleaner energy sources has intensified research on alternative fuels for diesel engines to mitigate environmental concerns. …”
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Prognostic evaluation and treatment strategies for cervical cancer in pregnancy: a systematic review and meta-analysis by Siyuan Zeng, Xin Li, Simin Xiao, Peina Yang, Changsheng Lin, Huiling Chen, Hu Zhao, Xue Xiao

“…Study appraisal and synthesis methods The quality of the included studies was assessed using the Newcastle-Ottawa Scale (NOS). …”
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Signal Processing-Free Intelligent Model for Power Quality Disturbances Identification by Mohammed F. Al-Mashdali, Asif Islam, Abdulbasit Hassan, Md Shafiullah, Mujahed Al-Dhaifallah, Khalid Al Fuwail

“…Integrating different types of renewable energy sources in the power system substantially challenges the power quality (PQ), directly affecting the system’s stability and service life span. …”
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Dampak Kebijakan Otonomi Daerah Terhadap Pemberdayaan Masyarakat Lokal by Annisa Rohim

“…Purposes of the Research: It is hoped that this study will provide a clearer picture of the successes and challenges faced in implementing regional autonomy, as well as provide recommendations for increasing the effectiveness of this policy in empowering local communities more optimally. Methods of the Research: This research method uses a normative approach with literature study, reviewing journals, books and other sources to analyze the impact of regional autonomy policies on empowering local communities, as well as the legal and social implications they cause. …”
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Strategi Pemerintah Menuju Pariwisata Berkelanjutan di Kawasan Telaga Sarangan by Antin Rakhmawati, Muhammad Nizar

“…The research method used is qualitative, which is done by collecting secondary data from various sources such as books, journals, articles, report documents, and statutory regulations. …”
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Research on Gating Fusion Algorithm for Power Grid Survey Data Based on Enhanced Mamba Spatial Neighborhood Relationship by Aiyuan Zhang, Jinguo Lv, Yu Geng, Xiaolei Wang, Xianhu Li

“…Both qualitative and quantitative analyses indicate that our method outperforms 11 existing methods in terms of fusion effectiveness, particularly in reducing spectral distortion and spatial detail loss. …”
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Assessment of the Fish Stock Status of the Spangled Emperor <i>Lethrinus nebulosus</i> Along the Coast of Balochistan, Pakistan by Aidah Baloch, Qun Liu, Muhsan Ali Kalhoro, Aamir Mahmood Memon, Suman Barua, Xu Chen, Hasnain Raza, Yihong Ma

“…The sustainable exploitation of fishery resources in Pakistan was assessed using the catch-based Monte Carlo method (CMSY) and the length-based Bayesian biomass (LBB) method to evaluate the data-limited fishery of the Spangled Emperor, <i>Lethrinus nebulosus</i>. …”
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Prospects for diagnostics and treatment of neurofibromatosis type 1 in Russia by R. N. Mustafin

“…Material and Methods. The search for relevant sources was carried out in the Scopus, Web of Science, PubMed, Elibrary systems, including publications from February 1992 to December 2022. …”
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Design of Environmental Impact Mitigation Strategy In The Furniture Industry Using Life Cycle Assessment by Weny Findiastuti, Fitri Agustina, Rullie Annisa, Ach Dafid, Iffan Maflahah, Ananda Rafli Siswanto

“…Recommendations for improvement include the implementation of cleaner production, namely replacing thinner-based paint with more environmentally friendly water-based paint and optimizing delivery routes using the saving matrix nearest insert method to reduce the total distance traveled and transportation emissions. …”
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The constitutional test of necessity: problem statement by A. V. Dolzhikov

“…The sources of such analogy can be the rules of international law, ordinary legislation and comparative legal materials.The main results of the research and the scope of their application. …”
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