Augmenting Naïve Bayes Classifiers with <i>k</i>-Tree Topology by Fereshteh R. Dastjerdi, Liming Cai

“…For applications where a variable is strongly influenced by multiple other features, TAN has been further extended to the <i>k</i>-dependency Bayesian classifier (KDB), where one feature can depend on up to <i>k</i> other features (for a given <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>k</mi><mo>≥</mo><mn>2</mn></mrow></semantics></math></inline-formula>). …”
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A Novel LSTM Architecture for Automatic Modulation Recognition: Comparative Analysis With Conventional Machine Learning and RNN-Based Approaches by Sam Ansari, Soliman Mahmoud, Sohaib Majzoub, Eqab Almajali, Anwar Jarndal, Talal Bonny

“…This paradigm eliminates the need for manual feature extraction, enhances interpretability, and significantly boosts classification efficiency. …”
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Res-ECA-UNet++: an automatic segmentation model for ovarian tumor ultrasound images based on residual networks and channel attention mechanism by Shushan Wei, Zhaoting Hu, Lu Tan

“…This integration enhances feature extraction efficiency while improving model stability and generalization capabilities. …”
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Who understands and how? – exploring nurses’ perceptions of the readability and usability of instructions written by hospital pharmacists by Henri Satokangas, Kirsi Kvarnström, Hanna M. Tolonen

“…According to the interviews, readability problems can be mitigated using visual support. Linguistic features such as terminology and the interpretation of impersonal grammatical structures (e.g., passive voice) related to the division of labor were not seen as problematic for the interviewees. …”
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A Detection Method for Conveyor Belt Damage with Small Size and Low Contrast by HAN Yajie, HAO Xiaoli, NIU Baoning, XUE Jindong

“…Second, the accurate decoupled head is designed to improve detection accuracy by solving the contradiction between classification and location requirements for features. [Findings] Experimental results demonstrate that the mean average precision of this model is increased by 3.92% compared with that of YOLOv4, and the detection accuracy of small-size crack damage and low-contrast wear damage is improved by 4.32% and 4.24%, respectively, which effectively solves the problems of missed detection and false detection.…”
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Speech recognition using an english multimodal corpus with integrated image and depth information by Bing Wang

“…Abstract Traditional English corpora mainly collect information from a single modality, but lack information from multimodal information, resulting in low quality of corpus information and certain problems with recognition accuracy. To solve the above problems, this paper proposes to introduce depth information into multimodal corpora, and studies the construction method of English multimodal corpora that integrates electronic images and depth information, as well as the speech recognition method of the corpus. …”
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A Method for Designing Fault Diagnosis Filters for LPV Polytopic Systems by Sylvain Grenaille, David Henry, Ali Zolghadri

“…The design problem is formulated as a convex optimization problem and solved using LMI (Linear Matrix Inequalities) techniques. …”
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Impact of Subjective and Objective Green Space Characteristics on Mental Health Benefits: An Explainable Machine Learning Approach by Ke LI, Yipei MAO, Yongjun LI

“…ObjectiveAgainst the backdrop of high-density urban development, residents’ mental health problems have become increasingly severe. Access to urban green spaces is widely regarded as an important approach to improving residents’ mental health. …”
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SPECIALIZED MAPPING OF CRUSTAL FAULT ZONES. PART 2: MAIN STAGES AND PROSPECTS by K. Zh. Seminsky

“…In cases when direct observation of faults is limited as the study area is poorly outcropped, or in case of specialized studies such as drilling of wells, the special mapping method can be most useful when applied in its full scope.With account of its specific features, this method is a promising tool for solution of theoretical problems related to studies of divisibility of the Earth's crust into zones and blocks and researches of regularities in development of fault zones in space and time. …”
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Modern Challenges to Effective Functioning of Local Self-Government (On the Example of Saint Petersburg) by V. A. Semenov, V. V. Ereshkin

“…Petersburg is a characteristic feature of federal cities, with their elites constantly fighting for the maximum concentration of power in their hands. …”
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Inertial-relaxed splitting for composite monotone inclusions by Oré, Ernesto, Mahey, Philippe, Ocaña, Eladio

“…A unified setting is formalized and applied to different average maps whose corresponding fixed points are related to the solutions of the inclusion problem associated with our extended model. An interesting feature of the resulting algorithms we have designed is that they present two distinct versions with a Gauss–Seidel or a Jacobi flavor, extending in that sense former proximal ADMM methods, both including inertial and relaxation parameters. …”
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Application of cognitive technologies for the formation of speech dialogue management models by A. A. Solodov, Т. G. Trembach

“…New approaches and methods are required to solve the problems within the framework of the Industry 4.0. …”
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Some Currenct Issues of International Legal Support for Maritime Security by Yu. V. Mishalchenko, T. N. Dovbush

“…In this article, the authors consider the main problems affecting maritime security at the current stage of development of international law. …”
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Enzymatic characterization of blood lymphocytes in various clinical and pathogenetic variants of respiratory allergy by A. M. Lazareva, O. A. Kolenchukova, S. V. Smirnova

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Instructional design of smart technology use in teacher digital educational environment by G. B. Sarzhanova, R. S. Bobesh, G. Zh. Smagulova, A. Turkel, N. B. Serikbayeva

“…The characteristic features of the problems of teachers’ adaptation in a digital educational environment and the difficulties of smart technologies implementation in their professional activity are defined.Practical significance. …”
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Analysis of publications on adaptive judo: bibliometric analysis by Natalya Boychenko, Yrui Tropin, Vyacheslav Romanenko, Valerii Holokha

“…The organizations in which the leading authors were engaged in the study of problems in adaptive judo were identified. The main areas of scientific research include: development of wellness practices for women; adaptive judo for people with special needs; injury prevention and safety of training in children's and Paralympic sports; biomechanical aspects of motor activity; features of weight loss and physical fitness of adult athletes. …”
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A Blending Ensemble Approach to Predicting Student Dropout in Massive Open Online Courses (MOOCs) by Muhammad Ricky Perdana Putra, Ema Utami

“…The problem faced in the implementation of Massive Open Online Course (MOOC) is the high dropout rate (DO) reaching 90% which exceeds the formal school dropout rate. …”
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The evolution of fire and invasive alien plant management practices in fynbos by B.W. van Wilgen

“…The problem of conserving fire-adapted fynbos is complicated by invading alien trees that are also fire-adapted. …”
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Near-Optimal Diagnosis System Deployment in Wireless Sensor Networks by Shuo Lian, Jizhong Zhao, Xu Zhao

“…The existing approaches fail to consider this multidimensional feature of evidence in diagnosis nodes selection problem. …”
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Application of Image Recognition Method Based on Diffusion Equation in Film and Television Production by Liyuan Guo

“…To a certain extent, it improves the accuracy of image recognition and the audience rating of film and television. Use visual features of the film and television play in similarity calculation for simple movement scene segmentation problem, at the same time, the camera to obtain information, use the lens frame vision measuring the change of motion of the camera, and use weighted diffusion equation and the visual similarity of lens similarity calculation and motion information, by considering the camera motion of image recognition, effectively solve the sports scene of oversegmentation problem such as fighting and chasing.…”
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