Dynamic Dual-Phase Forecasting Model for New Product Demand Using Machine Learning and Statistical Control by Chien-Chih Wang

“…The framework underwent evaluation through five real-world case studies conducted by a Taiwanese semiconductor tray manufacturer, encompassing a variety of scenarios characterized by high volatility, seasonality, and structural drift. …”
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Novel dual gland GAN architecture improves human protein localization classification using salivary and pituitary gland inspired loss functions by Hanaa Salem Marie, Moatasem M. Draz, Waleed Abd Elkhalik, Mostafa Elbaz

“…The SG-Loss specifically targets discontinuities in protein expression patterns, while PG-Loss maintains biological plausibility by enforcing organelle-specific constraints learned from annotated training data. …”
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The Transcriptional Program of <i>Staphylococcus aureus</i> Phage K Is Affected by a Host <i>rpoC</i> Mutation That Confers Phage K Resistance by Rohit Kongari, Melissa D. Ray, Susan M. Lehman, Roger D. Plaut, Deborah M. Hinton, Scott Stibitz

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Environmental DNA supports importance of heterogeneous pond landscapes for arthropod diversity conservation by Vera Zizka, Katharina Schwesig, Nele Engel, Norbert Hölzel, Christoph Scherber

“…We assess the effect of structural parameters on arthropod species richness, beta diversity, and the occurrence of rare and endangered species. …”
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ADDAEIL: Anomaly Detection with Drift-Aware Ensemble-Based Incremental Learning by Danlei Li, Nirmal-Kumar C. Nair, Kevin I-Kai Wang

“…ADDAEIL integrates a hybrid drift detection mechanism that combines statistical distribution tests with structural-based performance evaluation of base detectors in Isolation Forest. …”
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AI-Driven Deconstruction of Urban Regulatory Frameworks: Unveiling Social Sustainability Gaps in Santiago’s Communal Zoning by Jose Francisco Vergara-Perucich

“…The DeepSeek-R1 model, fine-tuned for Chilean legal-urban discourse, was used, enabling the detection of normative asymmetries, omissions, and structural fragmentation. Key findings indicate that affluent communes, such as Vitacura and Las Condes, display detailed and incentive-rich regulations, while peripheral municipalities lack provisions for social housing, participatory mechanisms, or climate resilience, thereby reinforcing exclusionary patterns. …”
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Assessment of different crosslinked mechanisms on PVA-based membranes to achieve water resistant properties with iron imprinting sites by Ihsan Alfikro, Jorena Jorena, Octavianus Cakra Satya, Erry Koriyanti, Fiber Monado, Idha Royani

“…The crosslinking mechanisms were differentiated by introducing 2 different functional groups of different crosslinker agents into the molecular structure of the membrane. The evaluation of water resistance was conducted by both micro- and macro-structural analyses, such as Fourier Transform Infrared spectroscopy (FTIR), Scanning Electron Microscope (SEM), Energy Dispersive X-ray Spectroscopy (EDS), X-ray Diffraction (XRD), water contact angle (WCA), and immersion test. …”
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Assessment of Age-related Histopathological Changes Occurring in the Lacrimal Gland of Aging Wistar Rats by Yu. P. Novikova, E. N. Grigoryan

“…Isolated ELGs obtained from Wistar rats aged of 8 and 11 months served as a material of the study. Changes in the structure of ELGs were evaluated using methods of computer analysis of morphological patterns and quantitative data processing.Results. …”
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Fatigue properties of titanium alloys disclosed in NIMS fatigue data sheets by Yoshiyuki Furuya, Hideaki Nishikawa, Hisashi Hirukawa, Nobuo Nagashima, Etsuo Takeuchi

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Prevention and Control Strategies for Rainwater and Flood Disasters in Traditional Villages: A Concentrated Contiguous Zone Approach by Xiao Lv, Hongyi Lin, Zhe Chen

“…The methodology further establishes cross-village collaborative defense mechanisms under a “conservation–development–protection” paradigm, aligning administrative boundaries with spatial agglomeration patterns. The study establishes a hierarchical disaster prevention evaluation system and a regional technical pathway to bridge individual and cluster-level protection. …”
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Fractal approach to geological and economic assessment of germanium-bearing lignites by O. I. Bilous, M. S. Burlutskyy

“…In such cases, fractal analysis is a novel tool that can accurately describe the self-organising structures of natural objects and reveal patterns in the spatial distribution of germanium content within coal-bearing strata. …”
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Gas injection capacity of low permeability reservoirs considering microscopic characteristics by Yongxin MA, Qiaoliang ZHANG, Jinqi ZHU, Shuai MA, Xin WANG, Runhua ZHU

“…At the same time, core multiple-cycle gas flooding experiments were used to verify the accuracy of the evaluation model, and the seepage patterns of gas injection under the influence of microscopic characteristics were analyzed. …”
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The Metaparadigm of Scientific Knowledge and Interdisciplinary Perspectives on Legal Culture by Maksim V. Zaloilo

“…The study employs general scientific (dialectical) and system-structural methods, as well as functional comparison and legal forecasting techniques. …”
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Machine learning techniques in ultrasonics-based defect detection and material characterization: A comprehensive review by Boris I, Kseniia Barashok, Yongjoon Choi, Yeongil Choi, Mohammed Aslam, Jaesun Lee

“…Non-destructive evaluation (NDE) and structural health monitoring (SHM) play a critical role in ensuring the safety, reliability, and longevity of engineering structures and materials. …”
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Tuning superior hydrophobic performance of Engineered/Strain-Hardening Cementitious Composites (ECC/SHCC) via polydimethylsiloxane-based bulk modification by Yi-Xin Zhang, Ying-Hao Gao, Rui Lin, Wei Hou, Guo-Wei Yan, Jirong Lan, Ling-Yu Xu, Bo-Tao Huang

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Fuzzy Clustering Based on Activity Sequence and Cycle Time in Process Mining by Onur Dogan, Hunaıda Avvad

“…Clustering plays a vital role in process mining as it organizes complex event logs into meaningful groups, helping to identify common patterns, outliers, and inefficiencies. This simplification enables organizations to detect bottlenecks and optimize workflows by uncovering trends and variations that might otherwise remain hidden. …”
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机械系统概念设计方案评价方法研究 by 苗鸿宾, 刘钊

“…The evaluation of conceptual design schemes of mechanical products is an essential problem in the process of its conceptual design.At the stage of conceptual design,whether a correct and objective evaluation can be made on these design schemes will ultimately decide a good or bad performance,even its success or failure.The evaluation of conceptual design is a semi-structural decision-making that includes qualitative indexes and quantitative indexes,so it is difficult to select the best design concepts from a number of schemes.Therefore,an evaluation model based on the engineering fuzzy set theory is developed.First,a detailed hierarchy analysis of evaluation indexes system and constructs some evaluation units according to evaluation indexes system is made.The whole evaluation of schemes is translated into a series of evaluation of basic units or comprehensive cells.Second,a multi-pole fuzzy pattern recognition model based on the engineering fuzzy set theory is established and the relative membership degree matrix can be obtained by the model,the matrix shows the order of excellence.An example is given for demonstration of its application.It shows that the method is feasible and reasonable.…”
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Accessibility for people with motor disabilities at CEOs in Brazil: an ecological study by Djalma Antonio de LIMA JÚNIOR, Magda Lyce Rodrigues CAMPOS, Elisa Miranda COSTA, Rejane Christine de Sousa QUEIROZ, Ana Margarida Melo NUNES, Nilcema FIGUEIREDO, Paulo Sávio Angeira de GOES, Erika Barbara Abreu Fonseca THOMAZ

“…The structural items analyzed included corridors and doors adapted for wheelchairs, functional wheelchairs, access ramps with handrails, and bathrooms adapted for PwMD. …”
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Examining New Urbanism Principles in Cold and Semi-Arid Climate Regions by Halil Ibrahim Shanli, Ayda Zeinali Farid

“…The patterns and structural models of old settlements have been constructed over thousands of years through collective human experiences. …”
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Fatigue Resistance of Asphalt Concrete Pavements. Peculiarity and Assessments of Potentials by Zhongyu Li, Tingguo Liu, Jicun Shi, Uladzimir Veranko, Vitali Zankavich

“…In the future, the establishment of patterns of behaviour of asphalt concretes with the same set of elastic bonds is allows to optimize compositions based on the principles of temperature-structural analogy that is relevant in studying fatigue and cyclic durability as well as low-temperature crack resistance and shear stability.…”
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