Detection and Geolocation of Peat Fires Using Thermal Infrared Cameras on Drones by Temitope Sam-Odusina, Petrisly Perkasa, Carl Chalmers, Paul Fergus, Steven N. Longmore, Serge A. Wich

“…The proposed method uses a pre-trained ResNet-50 model as a backbone (encoder) for feature extraction and is augmented with a set of up-sampling layers and skip connections, like the UNet architecture. …”
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Extremely compact sources (ECS): a new potential field filtering method by Marco Maiolino, Giovanni Florio, Maurizio Fedi

“…Abstract We present a new filtering method for potential fields, based on modelling the fields in terms of very compact solutions, i.e., the sources are expected to occupy the smallest allowable volume in the source domain. …”
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Multi-label classification for image tamper detection based on Swin-T segmentation network in the spatial domain by Li Li, Kejia Zhang, Jianfeng Lu, Shanqing Zhang

“…Our method introduces three key innovations: (1) A spatial perception module that combines the spatial rich model (SRM) with constrained convolution, enabling focused detection of tampering traces while suppressing interference from image content; (2) A hierarchical feature learning architecture that integrates Swin Transformer with UperNet for effective multi-scale tampering pattern recognition; and (3) A comprehensive optimization strategy including auxiliary supervision, self-supervised learning, and hard example mining, which significantly improves model convergence and detection accuracy. …”
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BERT ensemble based MBR framework for android malware detection by Faisal S. Alsubaei, Abdulwahab Ali Almazroi, Walid Said Atwa, Abdulaleem Ali Almazroi, Nasir Ayub, Noor Zaman Jhanjhi

“…Using MCADS, DroidRL, CNN, FAGnet, GAN, and FEDriod, the MBR model performs exceptionally well, achieving 98% accuracy, 96% precision, 98% recall, 97% F1-score, and a log loss of 0.058. …”
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A cotton organ segmentation method with phenotypic measurements from a point cloud using a transformer by Fu-Yong Liu, Hui Geng, Lin-Yuan Shang, Chun-Jing Si, Shi-Quan Shen

“…Secondly, the attention module Transformer is introduced into the PointNet++ model to increase the accuracy of feature extraction. …”
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Rule-based design verification for mechanical parts with dynamic rule subset selection by Hyeonji Lee, Changmo Yeo, Seungeun Lim, Byung Chul Kim, Kyung Cheol Bae, Duhwan Mun

“…First, a knowledgebase structure centered on design features was defined to specify rules from design requirements. …”
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Means of expressing comparative relations in vernacular riddles (based on Russian, English, and Tatar riddles) by N.I. Fayzullina

“…Secondly, verbalization of the key elements is used to describe a certain feature (color, shape, volume, etc.). Thirdly, in some riddles comparison performs a differentiating function. …”
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Exploring the Adoption of Collaborative Robots for the Preparation of Galenic Formulations by Luigi Gargioni, Daniela Fogli, Pietro Baroni

“…In particular, an end-user development (EUD) environment called PRAISE (pharmaceutical robotic and AI system for end users) has been designed to support pharmacists in programming the tasks to be performed by a collaborative robot. The EUD environment integrates artificial intelligence (AI) features based on large language models but ensures that end users always have complete control over the generated output, that is, a robot program. …”
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Comparative relation mining of customer reviews based on a hybrid CSR method by Song Gao, Hongwei Wang, Yuanjun Zhu, Jiaqi Liu, Ou Tang

“…In addition, this method also performs well in implicit relation mining for extracting comparative information that lacks obvious rules. …”
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Le site paléochrétien Notre-Dame de la Place à Bordeaux : nouveaux acquis chronologiques by Petra Urbanova, Pierre Regaldo-Saint Blancard, Pierre Guibert, Philippe Lanos, Gwenaël Herve, Philippe Dufresne, Armel Bouvier

“…The synthesis of the sixteen newly-acquired dates was obtained by using Bayesian chronological modelling. The results indicate that the most probable date for the construction of the apse is situated between the second half of the 4th and the first half of the 5th century AD. …”
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WORK OF A HIGHER EDUCATIONAL INSTITUTION MULTIDISCIPLINARY DEPARTMENT ON THE FORMATION OF PROFESSIONAL COMPETENCES OF FUTURE ELEMENTARY SCHOOL TEACHERS by E. G. Gutsu, E. I. Smirnova

“….); normative documents (Federal State Educational Standards (FSES), General Educational Programs (GEP), curricula, instructional acts, etc.). The methods of modeling and expert evaluation were used. Results and scientific novelty. …”
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Evaluation of Affordable Agricultural Drones for Small and Medium Farms by Adis Puška, Miroslav Nedeljković, Anđelka Štilić, Darko Božanić

“…These findings were confirmed through comparative analysis and sensitivity analysis. Their features are not significantly different from those of more expensive models and can, therefore, be effectively used for smart agriculture. …”
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Hand-drop meadow and modular fish passes at hydroenergetic facilities by Robert Stanislaw Kasperek, Arkadiusz Szkudlarek, Marian Mokwa

“…The idea of ​​a high bleed meander fish pass is based on a helical surface. The tests were performed on a 1: 3 scale model based on the Froude similarity criterion. …”
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Mining Potential Spammers from Mobile Call Logs by Zhipeng Liu, Dechang Pi, Yunfang Chen

“…Compared with existing methods, our model just uses link information, and thus protects user privacy to the maximum extent. …”
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Analysis the effects of monetary policy in Iran's economy with the existence of shadow banking, using dynamic stochastic general equilibrium method by ashkan makipour, Ahmad Salahmanesh, Ebrahim Anvari, Ebrahim Bahraminia

“…Our analysis allows the following conclusions: firstly, models featuring shadow banking are better able to simulate realistic movements in the business cycle that are of comparable magnitude to the GFC. …”
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FlyPhoneDB2: A computational framework for analyzing cell-cell communication in Drosophila scRNA-seq data integrating AlphaFold-multimer predictions by Mujeeb Qadiri, Ying Liu, Ah-Ram Kim, Myeonghoon Han, Eric Zhou, Austin Veal, Tzu-Chiao Lu, Hongjie Li, Yanhui Hu, Norbert Perrimon

“…We show that FlyPhoneDB2 not only recapitulates established biological insights into the Drosophila Yorkie tumor model, but also identifies novel potential L-R pairs that may play important roles in tumor-induced cachexia. …”
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Investigation of predictive factors for fatty liver in children and adolescents using artificial intelligence by Aliakbar Sayyari, Amin Magsudy, Yasamin Moeinipour, Amirhossein Hosseini, Hamidreza Amiri, Mohammadreza Arzaghi, Fereshteh Sohrabivafa, Seyedeh Fatemeh Hamzavi, Ashkan Azizi, Tahereh Hatamii, AmirAli Okhovat, Naghi Dara, Negar Imanzadeh, Farid Imanzadeh, Mahmoud Hajipour

“…Model performance was assessed using cross-validation with accuracy, precision, recall, F1 score, and ROC-AUC metrics. …”
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Microqualification Programs at Universities: A New Educational Trajectory for Adult Education by M. O. Shepel, S. B. Veledinskaya, E. A. Diyskaya, A. V. Feshchenko, I. A. Korshunov, N. N. Shirkova

“…Traditional models of vocational education are decreasing their relevance due to rapid technological progress. …”
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The applicability of a new wound expander for surgical operations in the oral cavity in the experiment by E. V. Fomichev, E. N. Yarygina, M. V. Kirpichnikov, K. A. Sargsyan, A. D. Alimova, А. E. Kriventsev

“…An experimental study of the innovative wound expander applicability for surgical operations in the oral cavity was performed. For comparative analysis, 40 experimental models were divided into 4 groups depending on the use of auxiliary devices: Farabef hooks, VICRYL 3/0 suture material (ETHICON, USA), innovative wound expander, without the use of additional materials and tools. …”
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Deep Learning for Multi-Tissue Cancer Classification of Gene Expressions (GeneXNet) by Tarek Khorshed, Mohamed N. Moustafa, Ahmed Rafea

“…We introduce visualization procedures to provide biological insight on how our model is performing classification across multiple tumors.…”
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