A Novel MetaSoft Tree-Cognitive Set Model for Evaluating Criminal Litigation Efficiency under Artificial Intelligence Ecosystems by Yuanyuan Meng, Jing Cai

“…Artificial Intelligence (AI) is transforming judicial systems by offering tools that enhance legal decision-making, yet measuring the efficiency of criminal litigation processes within these evolving digital ecosystems remains a complex task. …”
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Determination of Teachers' Views on the Use of Assistive Technology in Special Education Classrooms by Serhat Odluyurt, Oğuz Özdamar

“…The use of assistive technologies in the education of individuals with special needs is rapidly increasing with advancements in technology, creating a greater demand for such tools in special education processes. At this juncture, the implementation of assistive technology, along with the experiences and competencies of teachers working in special education, is of paramount importance.This study aims to determine the opinions of teachers working in special education classes, special education work and practice centers, and special education vocational training centers in primary and secondary schools affiliated with the Ministry of National Education in Ankara and Eskişehir provinces. …”
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FLIMJ: An open-source ImageJ toolkit for fluorescence lifetime image data analysis. by Dasong Gao, Paul R Barber, Jenu V Chacko, Md Abdul Kader Sagar, Curtis T Rueden, Aivar R Grislis, Mark C Hiner, Kevin W Eliceiri

“…The increased use of FLIM has necessitated the development of computational tools for integrating FLIM analysis with image and data processing. …”
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CNN Input Data Configuration Method for Fault Diagnosis of Three-Phase Induction Motors Based on D-Axis Current in D-Q Synchronous Reference Frame by Yeong-Jin Goh

“…The Id is used to generate input data using the same image processing techniques, allowing for a direct performance comparison under identical CNN architectures. …”
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A hybrid multi-panel image segmentation framework for improved medical image retrieval system. by Faqir Gul, Mohsin Shah, Mushtaq Ali, Lal Hussain, Touseef Sadiq, Adeel Ahmed Abbasi, Mohammad Shahbaz Khan, Badr S Alkahtani

“…The framework classifies medical images, employs advanced computer vision and image processing techniques including image projection profiles and morphological operations, and performs efficient segmentation of various multi-panel image types including regular and irregular medical images. …”
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Abstract 276: CT versus MR based imaging for ischemic stroke triage: effect on workflow during contrast shortage by Rami Fakih

“…Introduction We assessed the feasibility and effectiveness of using magnetic resonance (MR) imaging as a substitute for computed tomography (CT) angiography and perfusion for triaging ischemic stroke patients during the national shortage of iodinated contrast medium between May 4th to July 17th 2022. …”
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Scaling hermeneutics: a guide to qualitative coding with LLMs for reflexive content analysis by Zackary Okun Dunivin

“…These strategies can guide both traditional and computational scholars aiming to harness automation effectively and responsibly—maintaining the creative, reflexive rigor of qualitative coding while capitalizing on the efficiency afforded by LLMs.…”
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BS-CP: Efficient streaming Bayesian tensor decomposition method via assumed density filtering. by Jiaqi Liu, Qiwu Wu, Lingzhi Jiang, Renjun Zhan, Xiaochuan Zhao, Husheng Wu, Weicong Tan

“…However, learning the CP model in a Bayesian framework, though promising to handle data sparsity and noise, is computationally challenging, especially with fast produced data streams. …”
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Dynamic Scheduling in Identical Parallel-Machine Environments: A Multi-Purpose Intelligent Utility Approach by Mahmut İbrahim Ulucak, Hadi Gökçen

“…The proposed Multi-Purpose Intelligent Utility (MIU) methodology utilizes heuristic methods to efficiently address the computational challenges associated with NP-hard scheduling problems. …”
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Navigating hydrological extremes: SARIMA forecasting of minimum Danube River discharges by Igor Leščešen, Pavla Pekárová, Zbyněk Bajtek

“…Monthly minimum discharges were computed and analyzed to identify long-term trends and seasonal patterns. …”
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Calculating slope gradient variations in the submarine landforms by R and Python statistical libraries by Polina Lemenkova

“…However, analysis of such a complex geomorphic structure as ocean trench requires numerical computation and advanced statistical analysis of the data set. …”
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Corpus-driven language learning: A scientometric analysis of contemporary trends and their trajectories for pedagogical innovation within the Indonesian context by Danang Satria Nugraha

“…Keyword analysis identified four distinct thematic clusters: (1) computational linguistics and artificial intelligence (37%), highlighting the integration of deep learning, language modeling, and machine translation in language learning; (2) specialized applications of CDLL (22%), particularly in information management; (3) human-centered language learning (21.5%), emphasizing social interaction, cognitive processes, and technology integration; and (4) foundational principles of CDLL (19.5%), encompassing corpus linguistics, language acquisition, and pedagogical practices. …”
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Exploring bacterial diversity via a curated and searchable snapshot of archived DNA sequences. by Grace A Blackwell, Martin Hunt, Kerri M Malone, Leandro Lima, Gal Horesh, Blaise T F Alako, Nicholas R Thomson, Zamin Iqbal

“…In both cases, considerable computational effort is required before biological questions can be addressed. …”
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PHYSICAL CULTURE AND ITS ROLE IN TRAINING THE STUDENTS OF NON-SPORTS HIGHER EDUCATIONAL INSTITUTIONS by Sergey V. Kaznacheyev, Irina B. Strakhova, Olga V. Lopatina

“…The methods involve survey and questionnaire as a part of sociological research (such methods were used to find out what place occupies health in the system of modern students’ values, and what are be the basic motives of a healthy way of life of student’s youth). The standard computer statistical analysis was applied to processing of research results. …”
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Meta-Learning-Based Prediction of Different Corn Cultivars from Color Feature Extraction by Abdullah Beyaz, Dilara Gerdan

“…Additionally, corn (Zea mays) grain processing companies evaluate the quality of kernels to determine the price of these cultivars. …”
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A comprehensive texture segmentation framework for segmentation of capillary non-perfusion regions in fundus fluorescein angiograms. by Yalin Zheng, Man Ting Kwong, Ian J C Maccormick, Nicholas A V Beare, Simon P Harding

“…This framework comprises three major steps: pre-processing, unsupervised total variation texture segmentation, and supervised segmentation. …”
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Benchmark Analysis on Loss-of-Flow-without-Scram Test of FFTF Using Refined SAC-3D Models by Siyu Lyu, Daogang Lu, Danting Sui

“…To better predict the reactivity feedback introduced by coolant level variations within the GEMs, a real-time macro cross-section homogenization processing module was developed. The steady-state power distribution was calculated as the transient simulation initial boundary conditions. …”
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Possible regulatory roles of promoter g-quadruplexes in cardiac function-related genes - human TnIc as a model. by Wenhua Zhou, Kogularamanan Suntharalingam, Nigel J Brand, Paul J R Barton, Ramon Vilar, Liming Ying

“…G-quadruplexes (G4s) are four-stranded DNA secondary structures, which are involved in a diverse range of biological processes. Although the anti-cancer potential of G4s in oncogene promoters has been thoroughly investigated, the functions of promoter G4s in non-cancer-related genes are not well understood. …”
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Approach for enhancing the accuracy of semantic segmentation of chest X-ray images by edge detection and deep learning integration by Lesia Mochurad

“…This approach offers a promising direction for more accurate and robust computer-aided diagnosis systems in radiology.…”
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Morphometric evaluation of the anterior cranial fossa during the prenatal stage in humans and its clinical implications. by Wojciech Derkowski, Alicja Kędzia, Krzysztof Dudek, Michał Glonek

“…The anterior cranial fossa, crucial for protecting the frontal lobes, was analyzed during prenatal development using innovative computer image processing techniques. We hypothesized that the growth of the anterior cranial fossa is not uniform throughout fetal development and that changing geometric relationships are important for possible therapeutic interventions in cases of congenital defects. …”
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