A Review of Learning-Based Methods for Adaptive Video Streaming Over HTTP by Hala Amer, Mohamed S. Hassan, Mahmoud H. Ismail

“…This survey addresses this gap by systematically categorizing and analyzing recent research on learning techniques applied to adaptive video encoding, bandwidth optimization, and quality adaptation. …”
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Efficiency and Sustainability in Solar Photovoltaic Systems: A Review of Key Factors and Innovative Technologies by Luis Angel Iturralde Carrera, Margarita G. Garcia-Barajas, Carlos D. Constantino-Robles, José M. Álvarez-Alvarado, Yoisdel Castillo-Alvarez, Juvenal Rodríguez-Reséndiz

“…This study uses a systematic review based on the PRISMA methodology to identify four main categories affecting performance: technological, environmental, design and installation, and operational factors. …”
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Lithium-Ion Battery Condition Monitoring: A Frontier in Acoustic Sensing Technology by Yuanyuan Pan, Ke Xu, Ruiqiang Wang, Honghong Wang, Guodong Chen, Kai Wang

“…Acoustic sensing technology, as an advanced non-destructive monitoring method, achieves real-time monitoring of the internal state of batteries and accurate evaluation of key parameters through ultrasonic testing technology and acoustic emission technology. This article systematically reviews the research progress of acoustic sensing technology in SOC, SOH, and overcharge behavior evaluation of LIBs, analyzes its working principle and application advantages, and explores future optimization directions and industrialization prospects. …”
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Research hotspots and frontiers in metakaolin-based geopolymer studies: a bibliometric analysis by Peng Wang, Mingquan Ma, Fei Wang

“…The journal Construction and Building Materials has been identified as a core publication in this field. Keyword analysis reveals that research hotspots include raw material optimization, synthesis mechanisms, mechanical properties, durability, and environmental applications. …”
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Traffic Signal Control via Reinforcement Learning: A Review on Applications and Innovations by Panagiotis Michailidis, Iakovos Michailidis, Charalampos Rafail Lazaridis, Elias Kosmatopoulos

“…In response, adaptive signal control—powered predominantly by reinforcement learning—has emerged as a promising data-driven solution for optimizing signal operations in evolving traffic environments. …”
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Enhancing Strategic Partnerships in Higher Education: Developing and Implementing a Predictive Model by Georgios Eftychiou

“…It offers higher education institutions, like Humber Polytechnic, a systematic, data-driven framework to assess potential partnerships by aligning institutional goals with industry capabilities. …”
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Strategic Metadata Implementation: A Catalyst for Enhanced BI Systems and Organizational Effectiveness by Tanty Oktavia, Eric Wijaya

“…This research explores the critical role of metadata in shaping Business Intelligence (BI) systems and organizational effectiveness within today's data-driven business landscape. Through a systematic literature review, a preliminary study, a quantitative survey with 318 responses, and a focus group discussion, the study identifies key metadata components influencing BI systems effectiveness and organizational outcomes. …”
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Maximizing YOLOv2 efficiency: A study on multiclass detection of indoor objects by G Divya Deepak, Subraya Krishna Bhat

“…The objective of the present study is to present a systematic approach for optimizing the key hyperparameters of YOLOv2 model for multiclass object detection, specifically targeting seven classes of indoor objects: chair, fire extinguisher, printer, screen, trash bin, exit, and clock. …”
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Utilizing rice husk ash as cement replacement in pervious concrete: A review by Elnaz Khankhaje, Hyounseung Jang, Jimin Kim, Mahdi Rafieizonooz

“…The disposal of rice husk ash (RHA) presents environmental challenges, yet its high silica content makes it a promising partial cement replacement in pervious concrete. …”
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Respiratory Microbiota and Health Risks in Children with Cerebral Palsy: A Narrative Review by Pavlina Peneva, Rouzha Pancheva, Silviya P. Nikolova

“…Respiratory problems represent one of the most crucial factors contributing to morbidity and mortality. This review employed a systematic approach to identify and collate recent findings on the respiratory microbiota in children with CP. …”
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Advancements and Challenges in Water-Lubricated Bearings for Marine Applications: A Comprehensive Review by Praveen Kumar, Jitendra Yadav, Ram Kunwer

“…This study aims to present a complete and systematic assessment of the current state of research on water-lubricated journal bearings, focusing on major findings, methodology, and problems in their development. …”
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Innovative approaches to personnel management as a factor of competitiveness in the context of global instability by S.V. Obikhod

“…The use of digital technologies and big data analysis helps to optimize the processes of recruitment, adaptation and development of personnel, which leads to a reduction in time and costs for HR operations. …”
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Best-Suited Communication Technology for Maritime Signaling Facilities: A Literature Review by Ivan Karin, Ivana Golub Medvešek, Joško Šoda

“…Also, LoRa WAN is the most energy-efficient and cost-effective option, with a consumption rate 2.14 times lower than AIS and NB-IoT. …”
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The Wear Behaviour of a New Eccentric Meshing Reducer with Small Teeth Difference by Renqiang Yang, Zhengjun Guan, Dongdong Yang, Shuaidong Zou, Haifeng He, Guangjian Wang

“…Furthermore, the internal spline exhibited the highest wear rate, followed by the output shaft gear, external spline, and input shaft gear, in that order. This work provides a comprehensive and in-depth understanding of the wear behaviors of general reducers with small teeth differences and offers valuable scientific references for design optimization, fault diagnosis, and maintenance strategy formulation.…”
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A Method of Intelligent Driving-Style Recognition Using Natural Driving Data by Siyang Zhang, Zherui Zhang, Chi Zhao

“…However, current studies mainly focus on specific driving scenarios, such as free driving, car-following, and lane-changing, lacking a comprehensive and systematic framework to identify the diverse driving styles. …”
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Understanding the Basics of Linear Endoscopic Ultrasound: A Step-by-Step Guide to Anatomy and Orientation by Radhika Chavan, Dario Quintini, Chaiti Gandhi, Suprabhat Giri, Zaheer Nabi, Sundeep Lakhtakia, Sanjay Rajput

“…Despite its growing utilization, the learning curve for mastering linear EUS remains steep, largely due to the complexity of anatomical orientation and image interpretation. This article provides a systematic, step-by-step approach to understanding the basics of linear EUS, focusing on spatial anatomy and procedural technique. …”
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Feedstock Characterization for Enhanced Heat Recovery from Composting Processes: A Review by Kareem Osama Fakhri Al-Twal, Giovanni Beggio, Marco Schiavon, Maria Cristina Lavagnolo

“…This review evaluates plant-based, animal-derived, and non-agricultural feedstocks to optimize CHRS energy recovery. A systematic review of 244 studies, published from 1996 to 2023 and available on Scopus, Web of Science, and external databases, categorized feedstocks based on properties like carbon-nitrogen ratio (C/N), moisture content, bulk density, and heating value to assess their impact on energy recovery and compost quality. …”
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Artificial intelligence in the diagnosis of endocrine disorders: A focus on diabetes and thyroid diseases by Kimi Milić Marko, Sinanović Šćepan, Prodović Tanja, Ilanković Tanja

“…Methodologically, the study relies on a systematic review of the existing literature and case studies analyzing the use of algorithms such as convolutional neural networks (CNN) and support vector machines (SVM). …”
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A matching design and parameter identification method of hybrid electric propulsion system by Bingjie Zhu, Yingtao Zhu, Qingyang Chen, Yafei Lu

“…To ensure relevance to actual conditions, several empirical equations are derived from available test data. A case study of an S-HEP system for a 100 kg fixed-wing VTOL aircraft is conducted to verify the proposed method. …”
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Exploring the role of digital servitization for sustainability: A framework for environmental and social impact by Elena Beducci, Federica Acerbi, Anna De Carolis, Marco Taisch

“…Through the implementation of a systematic literature review, the paper proposes an analysis of the state-of-the-art, identifying main trends and investigating specific relevant digital technologies, services, and sustainable impacts. …”
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