Kernelized Type 2 Intuitionistic Fuzzy C Means: a robust approach for brain MRI image segmentation by Kanika Bhalla, Sonika Dahiya, Anjana Gosain

“…This method improves boundary definition, centroid placement, and handles non-linear structures. Results from tests on 14 datasets (4 simulated, 10 real brain MRI scans) show that KT2IFCM achieves superior noise resilience and segmentation accuracy compared to FCM, IFCM, KIFCM, and T2IFCM. …”
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Complex Sentence as Sign of Syntactic Complexity, Realized on Basis of Principle of Iconicity (Experience of Researching German Scientific Discourse) by T. V. Burdaeva, M. M. Khalikov

“…The question is considered of how, within a separate fragment of intellectual and communicative activity (using the example of modern German-language scientific and technical discourse), the mechanism for implementing the category of syntactic complexity of an utterance based on the principle of iconicity in the processes of linear-structural organization of the text is revealed. …”
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Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics by Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta

“…It is showcased for linear and non-linear structural mechanics problems.…”
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Limited immediate effect of artificial light of realistic intensity on flight behaviour of commuting pond bat (Myotis dasycneme) by Claire Hermans, Laura Kijm, Marieke Paardekooper, Jens C. Koblitz, Peter Stilz, Anne-Jifke Haarsma, Marcel E. Visser, Kamiel Spoelstra

“…Artificial light at night can act as a barrier and cause habitat fragmentation, especially for bat species that are generally considered to be light-averse. Bats use linear structures to commute from their roost to their foraging areas. …”
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The use of complex structure splines in roadway design by V. I. Struchenkov, D. A. Karpov

“…The previously proposed two-step scheme for designing paths of linear structures is also suitable for the utilization of compound splines with clothoids.…”
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Synthesis Based on Linearization of Vector Speed Control of an Induction Motor without a Speed Sensor by O. F. Opeiko

“…For a vector control system of an induction electric motor without a speed sensor with an adaptive model, a linearized structure in a synchronously rotating coordinate system was proposed. …”
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Seasonal mechanical behaviour of Elymus spec. for the assessment of ecosystem services by Qiyue Liu, Jintian Liu, Steven Kutschke, Viktoria Kosmalla, David Schürenkamp, Nils Goseberg, Markus Böl

“…Based on the cross-sectional morphology and force–deflection curves, the non-linear structural and material behaviour of the culm section is obtained using the inverse finite element method. …”
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3D IntelliGenes: AI/ML application using multi-omics data for biomarker discovery and disease prediction with multi-dimensional visualization by Rishabh Narayanan, Elizabeth Peker, William DeGroat, Dinesh Mendhe, Saman Zeeshan, Zeeshan Ahmed

“…., 3D IntelliGenes, which offers deeper insights, most importantly by capturing greater variability in the patient data by understanding both linear and non-linear structures, evaluating AI/ML model performance, and delineating the joint impact of biomarkers on the corresponding disease states. …”
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Tracking spatio-temporal LULC changes in key ecological network elements using fragmentation metrics and a custom raster-based approach: A multi-scale study from Poland by Marta Kubacka, Witold Piniarski, Patryk Żywica, Amy E. Frazier

“…This study examines LULC dynamics in the Wielkopolska region (Poland) over three periods (2008, 2014, 2020) using a raster-based method that enhances fragmentation assessment by incorporating fine-scale features, including linear structures often overlooked in conventional datasets. …”
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Influence of storage conditions on the quality of jerusalem artichoke by N. M. Mudrykh, S. A. Semakova

“…Using correlation analysis, linear structural relationships between quality indicators and storage conditions were established, according to which the content of carbohydrates and vitamin C primarily depends on the temperature regime (r=-0.8-0.4), and secondly – on the storage conditions term (r =-0,3-0,3). …”
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