Enhanced Anomaly Detection in IoT Networks Using Deep Autoencoders with Feature Selection Techniques by Hamza Rhachi, Younes Balboul, Anas Bouayad

“…This expansion requires a thorough analysis of application trends and existing gaps. Furthermore, it is critical in detecting interesting phenomena such as device damage and unknown events. …”
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A systematic review on land access and power dynamics in illegal small-scale gold mining in Ghana by Dorothy Asare Akoto

“…The theory of access and the actor-centered power framework were found useful for understanding the complexity of land access and power dynamics in illegal small-scale mining. …”
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Strategic Framework for Cybersecurity Policy Compliance in Namibian Organizations by Iyaloo Waiganjo, Jude Odiakaosa Osakwe, Ambrose Azeta

“…The CSPIC framework was considered Good (rating 2) in most areas by the experts. Gaps in existing frameworks such as usability, adoptability, and budget prioritization were addressed by the proposed CSPIC framework. …”
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A Deep Learning based Hybrid Model for Maternal Health Risk Detection and Multifaceted Emotion Analysis in Social Networks by Geethanjali R., Valarmathi A.

“…The MHRFD-DLA model not only bridges significant gaps in current methodologies, but it also sets a new benchmark for maternal health surveillance and intervention, demonstrating its practicality and effectiveness in real-world applications.…”
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Recent Material Advances in Carbon Dioxide (CO2) Capture From Power Plant Flue Gases: Toward Achieving Net Zero Emissions by Donald Obi, Samuel Onyekuru, Anselem Orga

“…The review also explores the strengths and limitations of various AMA configurations, including single‐stage, multi‐stage, and hybrid systems, identifying knowledge gaps and opportunities for advancement in this field. …”
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An Evaluation of the Effects of the 1755 Lisbon Earthquake on Rivers and Their Tributaries in Mainland Portugal by Alice Tavares, Aníbal Costa, Carlos S. Oliveira

“…Since good instrumental data only date back to 1980, there are gaps in our knowledge, and qualitative assessments remain essential to expand our knowledge and integrate more information into the number of variables under analysis. …”
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A new look at reflection seismic data from the Central Caledonian Transect across the Scandinavian Peninsula by C. Juhlin, R. Lescoutre, B. Almqvist

“…These results emphasize the importance of careful data integration and migration for seismic interpretation, shedding new light on the structural complexity of the western Scandinavian Caledonides. …”
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Type-2 diabetes epigenetic biomarkers: present status and future directions for global and Indigenous health by Sarah Munns, Sarah Munns, Alex Brown, Alex Brown, Sam Buckberry, Sam Buckberry

“…We propose that by addressing these gaps, future research can better capture the genetic and environmental complexities of Type-2 diabetes among populations at disproportionate levels of risk, ultimately leading to more effective diagnostic and therapeutic strategies.…”
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What do physiotherapists do in managing urinary incontinence in women in primary health care? a scoping review protocol by Giovanna Campos Santos, Amanda Damasceno de Souza, Mara Lisiane de Moraes dos Santos

“…Considering the centrality of PHC in health systems and the predominance of generalist and multiprofessional teams in this setting, mapping conservative, low-complexity physiotherapeutic interventions is essential. …”
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Inversion of Biological Strategies in Engineering Technology: A Case Study of the Underwater Soft Robot by Siqing Chen, He Xu, Xueyu Zhang, Tian Jiang, Zhen Ma

“…Despite its promise, the inherent complexity of biological systems and interdisciplinary knowledge gaps hinder the effective translation of biological principles into practical engineering solutions. …”
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A Review of Vessel Time of Arrival Prediction on Waterway Networks: Current Trends, Open Issues, and Future Directions by Abdullah Al Noman, Aaron Heuermann, Stefan Wiesner, Klaus-Dieter Thoben

“…With the vast majority of global trade volume and value reliant on maritime transport, accurate prediction of vessel estimated time of arrival (ETA) is crucial for optimizing supply chain efficiency and managing logistical complexities in port operations. This review paper systematically examines the current state of research and practices in the field of vessel ETA prediction, highlighting significant trends, methodologies, and technologies. …”
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New insights toward personalized therapies for vulvovaginal candidiasis and vaginal co-infections by Francesco De Seta, Adilia Warris, Elena Roselletti

“…Despite extensive research on the pathogens involved, substantial gaps remain in understanding the vaginal immune response and the complexity of the vaginal ecosystem, which is largely shaped by a Lactobacillus-dominated microbiota and the high concentration of lactic acid, contributing to the vagina’s unique acidic pH. …”
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Human autonomy teaming-based safety-aware navigation through bio-inspired and graph-based algorithms by Timothy Sellers, Tingjun Lei, Chaomin Luo, Zhuming Bi, Gene Eu Jan

“…This paper introduces a framework designed to address these precision gaps, enhancing safety and robotic interactions within such settings. …”
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Designing Microservices Using AI: A Systematic Literature Review by Daniel Narváez, Nicolas Battaglia, Alejandro Fernández, Gustavo Rossi

“…However, gaps remain in areas such as distributed transactions and security. …”
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Theoretical Foundation of Black Hole Image Reconstruction Using PRIMO by Dimitrios Psaltis, Feryal Özel, Lia Medeiros, Tod R. Lauer

“…We show that PRIMO provides a compact set of eigenimages that have sufficient complexity to recreate a broad set of images well beyond those in the training set.…”
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An Improved Interpolation Algorithm for Surface Meteorological Observations via Fuzzy Adaptive Optimisation Fusion by Xiaoya Jiang, Xiong Xiong, Wenlan Wang, Xiaoling Ye, Xin Chen, Yihu Wang, Fangjian Zhang

“…Spatial interpolation techniques play a pivotal role in addressing gaps between observation sites, enabling the generation of continuous meteorological datasets. …”
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A Critical Review on Flexibility Quantification and Evaluation Methods in Medium and Low Voltage Networks by Georgia Eirini Lazaridou, Efstratia Sarafoglou, Nikolaos Fesakis, Vasileios Boglou, Athanasios Karlis

“…However, they often fail to capture the spatiotemporal complexities and interdependencies inherent in modern grids. …”
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Robustness and resilience of energy systems to extreme events: A review of assessment methods and strategies by Kasra Shafiei, Saeid Ghassem Zadeh, Mehrdad Tarafdar Hagh

“…The review identifies critical gaps in resilience assessment, including a lack of unified definitions, insufficient documentation of financial and social costs, and challenges in integrating resilience into infrastructure planning. …”
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Сomparative analysis of grading models using fuzzy logic to enhance fairness and consistency in student performance evaluation by Alibek Barlybayev, Bibigul Razakhova, Altynbek Sharipbay, Aizhan Nazyrova, Nazira Tursynova, Altanbek Zulkhazhav, Gaziza Yelibayeva

“…The results of the study show that the FLM can provide a fairer, more accurate and individualized assessment, better reflecting the complexity and multifaceted nature of student performance. …”
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A Review of Eco-Friendly Road Infrastructure Innovations for Sustainable Transportation by Adamu Tafida, Wesam Salah Alaloul, Noor Amila Bt Wan Zawawi, Muhammad Ali Musarat, Adamu Sani Abubakar

“…This review analyzed the development of eco-friendly road infrastructure and identified several challenges such as high initial costs, technical performance issues, regulatory gaps, limited public acceptance, and the complexity of integrating advanced technologies. …”
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