Advances in Microbial and Plant-Based Biopolymers: Synthesis and Applications in Next-Generation Materials by Poova Kattil Drishya, M. Venkateswar Reddy, Gunda Mohanakrishna, Omprakash Sarkar, Isha, M. V. Rohit, Aesha Patel, Young-Cheol Chang

“…Additionally, we delve into the technical challenges of cost-effectiveness, processing, and scalability, which are critical barriers to widespread adoption. …”
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Multi-Agent Meta Reinforcement Learning for Reliable and Low-Latency Distributed Inference in Resource-Constrained UAV Swarms by Marwan Dhuheir, Aiman Erbad, Bechir Hamdaoui, Samir Brahim Belhaouari, Mohsen Guizani, Thang X. Vu

“…A key requirement in these applications is minimizing the latency of data processing, particularly for time-sensitive tasks like image classification of IIoT device data. …”
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Quantifying Parkinson’s disease severity using mobile wearable devices and machine learning: the ParkApp pilot study protocol by Athanasios Tsanas, Per Svenningsson, Dario Salvi, Gent Ymeri, Carl Magnus Olsson, Myrthe Vivianne Wassenburg

“…Introduction The clinical assessment of Parkinson’s disease (PD) symptoms can present reliability issues and, with visits typically spaced apart 6 months, can hardly capture their frequent variability. …”
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A Robust Digital Elevation Model-Based Registration Method for Mini-RF/Mini-SAR Images by Zihan Xu, Fei Zhao, Pingping Lu, Yao Gao, Tingyu Meng, Yanan Dang, Mofei Li, Robert Wang

“…However, public lunar SAR data products are not properly registered and are limited by localization issues. Existing registration methods for Earth SAR have proven to be inadequate in their robustness for lunar data registration. …”
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AUTOMATED TECHNOLOGY OF MEASUREMENT OF PHYSIOLOGICAL PARAMETERS OF FARM ANIMALS by Victor Shigimaga, Natalia Kosulina, Mariya Chorna, Vitaly Sukhin, Stanislav Kosulin, Kostiantyn Korshunov, Yaroslav Yevsyukov

“…Equipped with video cameras and data relays, UAVs collect video footage that is transmitted to a central processing unit for real-time analysis and storage. …”
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Privacy-enhanced skin disease classification: integrating federated learning in an IoT-enabled edge computing by Nada Alasbali, Jawad Ahmad, Ali Akbar Siddique, Oumaima Saidani, Alanoud Al Mazroa, Asif Raza, Rahmat Ullah, Muhammad Shahbaz Khan

“…Furthermore, the proposed framework enhances the network’s real-time processing capabilities using IoT-integrated sensors, which in turn facilitates swift diagnoses. …”
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Complementary interventions for cognitive rehabilitation in patients with cerebral palsy: a single-center study by Ammara Rafique

“…One-way ANOVA and Tukey’s post hoc analysis showed significant differences among the control and intervention groups at baseline in information processing, selective attention, and spatial fluency. …”
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Harnessing microalgae as a bioresource for nutraceuticals: advancing bioactive compound exploration and shaping the future of health and functional food innovation by Anjuman Ayub, Farida Rahayu, Aniswatul Khamidah, Sri Satya Antarlina, Kasma Iswari, Khojin Supriyadi, Elya Mufidah, Anjuvan Singh, Chirag Chopra, Atif Khurshid Wani

“…Regulatory challenges and the need to increase consumer awareness and acceptance also make it difficult for microalgal products to reach the mainstream market. Despite these issues, ongoing progress in biotechnology, AI-based process optimization, and strain improvement offers promising solutions to make microalgae production more efficient and commercially viable. …”
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Non-Destructive Detection of Chilled Mutton Freshness Using a Dual-Branch Hierarchical Spectral Feature-Aware Network by Jixiang E, Chengjun Zhai, Xinhua Jiang, Ziyang Xu, Muqiu Wudan, Danyang Li

“…Although hyperspectral data can effectively capture changes in mutton freshness, sparse raw spectra require optimal data processing strategies to minimize redundancy. Therefore, this study employs a multi-stage data processing approach to enhance the purity of feature spectra. …”
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Drill pipe counting for underground drilling rigs based on miner pose recognition by LIU Jie, YANG Cheng, CHENG Zeming, SUN Xiaohu, XU Hao, SHENG Guoyu

“…At present, studies on drill pipe counting methods based on image processing and machine vision rarely address the problem of occlusion. …”
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CGDINet: A Deep Learning-Based Salient Object Detection Algorithm by Chengyu Hu, Jianxin Guo, Hanfei Xie, Qing Zhu, Baoxi Yuan, Yujie Gao, Xiangyang Ma, Jialu Chen, Juan Tian

“…However, traditional SOD algorithms often face issues such as rough object boundaries, incomplete extraction of global image features, and insufficient attention to key areas. …”
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Multi-scale fusion network for coal mine drill rod counting based on directional object detection in complex scenes by Fukai Zhang, Shuo Zhao, Haiyan Zhang, Yongqiang Ma, Qiang Zhang, Shaopu Wang, Wenjing Chang

“…Finally, the Drill-Count method in DrillNet was tested across multiple views, including drilling and withdrawal phases, with experimental results showing an average drill rod counting accuracy of 98.5 %, while achieving a processing speed of 76 frames per second (FPS), meeting real-time performance requirements.…”
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Artificial Intelligence in Forensic Expertology by E. V. Chesnokova, A. I. Usov, G. G. Omel’yanyuk, M. V. Nikulina

“…The necessary consistency of this process determines the updated paradigm of forensic examination in the conditions of functioning AI technologies in it and the cyclical nature of the entire process of their implementation and use. …”
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Text classification using SVD, BERT, and GRU optimized by improved Seagull optimization (ISO) algorithm by Yuanyuan Chen, Nan Sun, Yuanbang Li, Rong Peng, Abbas Habibi

“…Text classification is a key task in natural language processing that entails sorting textual information into specified categories. …”
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Research on Data Transfer Method for Multi-physics Coupling Based on Unstructured Mesh Monte Carlo by LI Rui1, LIU Shichang1, , WANG Lipeng2, WANG Zhenyu1, CHEN Yixue1

“…In addressing the data transfer issues in the multiphysics coupling process of reactors, this study employs a hybrid approach that integrates unstructured mesh (UM) Monte Carlo with finite element methods. …”

Valorization of eggshell waste as sustainable mechanical reinforcement in biodegradable bio-packaging materials by Amel Gacem, Krishna Kumar Yadav, Zeba Tabassum, Kamal Y. Thajudeen, Mohammed Muqtader Ahmed, Rosalina Ariesta Laeliocattleya, Aniswatul Khamidah, Sri Satya Antarlina, Maha Awjan Alreshidi, F.M. Aldosari, Mosab Kaseem, Chirag Chopra, Atif Khurshid Wani, Tabarak Malik

“…The review also explores the obstacles and future directions in using eggshell waste in bioplastics, such as compatibility issues, scalability, and the need for optimized processing techniques. …”
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DIGITAL TOOLS FOR MONITORING THE QUALITY OF UNIVERSITY EDUCATION by Oksana Buinytska, Valeriia Smirnova, Bohdan Hrytseliak, Anastasiia Tiutiunnyk

“…The article is devoted to the study of the quality assurance issues in higher education. Based on the analysis of international regulations on quality assurance and methodologies of international and Ukrainian ratings, the authors identify key areas of monitoring and relevant indicators of internal assessment. …”

Facebook Sentiment Analysis on Healthcare of Timor-Leste: Analysing public perception through social media by Cristovao De Alexandria Barros, Marcelo Amaral Mali, Evalisa Adão Mendonça, Osmenia de jesus Neto

“…Data from November 2023 to November 2024 were analyzed using Natural Language Processing (NLP) techniques, including Python’s VADER sentiment analyzer. …”
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Product collaborative filtering based recommendation systems for large-scale E-commerce by Trang Trinh, Van-Ho Nguyen, Nghia Nguyen, Duy-Nghia Nguyen

“…This paper introduces a product-based collaborative filtering approach utilizing Apache Spark, a powerful parallel processing framework to address the scalability issues of recommender systems in the cloud computing environment. …”
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Effect of <i>Aloe vera</i> Gel as a Natural Antioxidant on the Quality of Cold-Stored Sea Bass (<i>Dicentrarchus labrax</i>) by Fachruqi Waris, Mutlu Pilavtepe-Celik

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