Deep learning-based algorithm for synthetic aperture radar despeckling by Wang, Yuxuan

“…However, SAR images inherently suffer from speckle noise, which severely hinders the effective implementation of subsequent tasks such as image segmentation and target detection. Therefore, research on SAR image denoising and target detection technologies is of great significance. …”
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Universal machine learning classifier using extreme learning machines by Chen, Jinnan

“…Also, it can give us some accurate prediction based on the currently collected data and then automatically realize the objective of trend prediction, pattern recognition or segmentation like the development of autonomous vehicles, or the stock market forecasting. …”
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Flood risk analysis under consideration of river system dynamics and spatial temporal scales by Oliver, Julien

“…The risk-based approach, which quantifies both flooding frequencies and impacts, offers opportunities to design cost-efficient strategies to address all segments of the risk management cycle. While theoretically well established, current methods to quantify flood risks usually fail to capture adequately spatial and temporal dynamics of flood risks. …”
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Image processing and machine learning techniques for Chagas disease detection and identification by Rada, Lavdie, Azzawi, Inass, Kumar, Preet, Brito-Loeza, Carlos Francisco, Karabağ, Cefa, Reyes-Aldasoro, Constantino C.

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Functional characterisation of multiple sclerosis-­associated single nucleotide polymorphisms in the Eomesodermin region by Leach, O

“…SNPs in two such non-coding DNA segments upstream of the <em>EOMES</em> gene, encoding Eomesodermin (Eomes) have been consistently associated with MS, as well as with the two other autoimmune diseases rheumatoid arthritis (RA) and ankylosing spondylitis (AS). …”

Building fabric improvement and heat pump deployment: a set of policy conundrums by Killip, G, Topouzi, M, Fawcett, T

“…</p> <br> <p>The paper examines building interventions through the concept of 'trigger points.' It evaluates a segmented market approach and proposes a policy framework that emphasises 'understanding first' as a strategy to facilitate informed decision-making, rather than imposing specific measures. …”

Enhanced Approach of Decision Making in Determining Contemporary Critical Preferential Factors and Location Decisions for Residential Project using MCDM Technique (S/O 13903) by Lamsali, Hendrik, Mad Lazim, Halim, Abdul Rahim, Mohd Kamarul Irwan, Osman, Wan Nadzri, Salleh, Mohamed Najib

“…The study can be further expanded by conducting consumers’ and markets’ segmentation analysis. Developers’ preferences and priorities can also be explored further using the Multiple-criteriadecision-making (MCDM) techniques.…”
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Enhancing production performance using sustainable lean supply chain: A case study in an Indonesian shoes manufacturer by Putra, Raditya Abyudaya, Emelia Sari, ., Moengin, Parwadi, Satria, Ridha, Maulidya, Rahmi, Mohd Yazid, Abu

“…The SVSM results are further analyzed using Process Activity Mapping tools to categorize activities into non value added, necessary non value added, and value added segments. The Sustainability Index (SI) is then calculated, incorporating economic, social, and environmental indicators. …”
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A study on giant panda recognition based on images of a large proportion of captive pandas by Chen, Peng, Swarup, Pranjal, Matkowski, Wojciech Michal, Kong, Adams Wai Kin, Han, Su, Zhang, Zhihe, Rong, Hou

“…For panda face recognition, a fully automatic deep learning algorithm which consists of a sequence of deep neural networks (DNNs) used for panda face detection, segmentation, alignment, and identity prediction is developed in this study. …”
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Super-resolution imaging of photogenerated charges on CdS/g-C₃N₄ heterojunctions and its correlation with photoactivity by Wu, Shuyang, Lee, Jinn-Kye, Lim, Pei Chong, Xu, Rong, Zhang, Zhengyang

“…The photoactive species (i.e., e- and h+) were found to be preferentially distributed at the two end segments of CdS nanorods and the edge boundaries of g-C3N4. …”
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Improved 5G network slicing for enhanced QoS against attack in SDN environment using deep learning by Abood, Mohammed Salah, Hua, Wang, Virdee, Bal Singh, He, Dongxuan, Fathy, Maha, Yusuf, Abdulganiyu Abdu, Jamal, Omar, Elwi, Taha A., Alibakhshikenari, Mohammad, Kouhalvandi, Lida, Ahmad, Ashfaq

“…Moreover, network slicing significantly enhances Quality of Service (QoS) by segmenting services based on bandwidth. Future research will concentrate on real-world implementation, encompassing diverse dataset evaluations, and assessing the model's adaptability across varied scenarios.…”
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Modélisation des interactions en Italie du Nord au premier âge du Fer: de la circulation de parures aux réseaux d’influences culturelles by Cicolani, V, Huet, T, Zamboni, L

“…Applied for each period, this segmentation is represented on a map by assigning the color of the groups (clusters) to the sites, thus facilitating spatial reading and geographical interpretation of the results. …”

Predictive and Prescriptive Trees for Optimization and Control Problems by Kim, Cheol Woo

“…We prove that a piecewise constant optimal policy exists for MFQNET control problems, with segments separated by hyperplanes passing through the origin. …”
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Design of a Precision Needle for Injection of Fluid into the Suprachoroidal Space of the Eye for the Treatment of Retinal Detachment by Rutherford, Emma

“…This work presents a device developed to minimally invasively reach posterior segments of the eye, deploy an injection needle in-situ with high resolution, sense when the needle tip has passed into the suprachoroidal space (SCS), and inject a viscous fluid. …”
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Patch repair technology with sacrificial zinc anodes in RC slabs with corroded steel bars by Christian, Alvin

“…Furthermore, the highest amount of macrocell corrosion can be encountered at steel segments near the patch repair area. Compared with each sample, it was discovered that zinc sacrificial anodes installed within areas with high level of chloride contamination provided the best protection for the steel reinforcement against corrosion damage.…”
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Triggered slip along the San Andreas fault after the 8 July 1986 North Palm Springs earthquake by Williams, Patrick L., McGill, Sally Fagerson, Sieh, Kerry, Allen, Clarence R., Louie, John N.

“…In addition to minor surface cracks in the region of the 8 July 1986 North Palm Springs earthquake, minor aseismic surficial rupture occurred along three segments of the San Andreas fault, 44 to 86 km southeast of the epicenter. …”
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Pragmatic and discourse markers used by Malay and Arab postgraduates students during classroom oral presentations by Alkhawaja, Hussein Walid Hussein

“…These markers are, in fact, valuable tools in the hands of learners to structure and organize the segments of their speech, make the content of the presentation comprehensible and meaningful, and help their audiences follow the sequence of ideas. …”
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An investigation into real-time surface crack classification and measurement for structural health monitoring using transfer learning convolutional neural networks and Otsu method by Mazleenda Mazni, Mazleenda Mazni, Husain, Abdul Rashid, Shapiai, Mohd. Ibrahim, Ibrahim, Izni Syahrizal, Devi Willieam Anggara, Devi Willieam Anggara, Zulkifli, Riyadh

“…Incorporating the Otsu method for image segmentation, our system accurately assesses individual crack sizes. …”
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Novel mutation G324C in WNT1 mapped in a large Pakistani family with severe recessively inherited Osteogenesis Imperfecta by Kausar, Mehran, Saima Siddiqi, Muhammad Yaqoob, Sajid Mansoor, Makitie, Outi, Asif Mir, Khor, Chiea Chuen, Foo, Jia Nee, Anees, Mariam

“…SNP array data revealed homozygous segments > 1 Mb in length accounting for 2.1–12.7% of the genome in affected individuals and their siblings and a single 6,344,821 bp homozygous region in all affected individuals on chromosome 12q12-q13. …”
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Impacts of ancillary services on airline revenue management by Lu, Yuxuan(Aeronautics scientist)Massachusetts Institute of Technology.

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