Enhancing precision in multiple sclerosis lesion segmentation: A U-net based machine learning approach with data augmentation by Oezdemir Cetin, Berkay Canel, Gamze Dogali, Unal Sakoglu

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Blur Feature Extraction Plus Automatic KNN Matting: A Novel Two Stage Blur Region Detection Method for Local Motion Blurred Images by Minghua Zhao, Dan Li, Zhenghao Shi, Shuangli Du, Peng Li, Jing Hu

“…To deal with the serious visual artifacts caused by the consistent restoration algorithm on local motion blurred images, a novel two stage blur region detection method including coarse location and region refinement for local blurred images is proposed in this paper. …”
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A Review of Knowledge Distillation in Object Detection by Shengjie Cheng, Qiuxia Zhao, Xinyun Zhang, Nurbiya Yadikar, Kurban Ubul

“…We need to combine their respective advantages further for related algorithm research, and we need to reach a balance between detection speed and detection accuracy so that the algorithms can be deployed on edge devices with limited computational power. …”
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Construction of dense CMP data from sparsely collected GPR CMP data for the improved estimation of soil dielectric constant profile by Koki Oikawa, Hirotaka Saito, Seiichiro Kuroda, Kazunori Takahashi

“…An F‐K filter method based on the projection onto convex sets (POCS) algorithm was developed to interpolate missing traces. …”
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DESCRIPTION AND IDENTIFICATION OF TEMPORAL REGULARITIES FOR FUZZY TIME SERIES WITH APPLICATION OF HYBRID OLS-PATTERNS by D. V. Dultsev, L. I. Suchkova

“…The advantage of this structure and algorithm in comparison with the known ways of storing and analysing temporal data is a reduction in the amount of memory necessary for storing templates in the knowledge base, as well as the possibility of applying OLS patterns for decisionmaking purposes.…”
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Data Mining Techniques for Iraqi Biochemical Dataset Analysis by Sarah Sameer, Suhad Faisal Behadili

“…CART gives clear results with high accuracy between the six supervised algorithms. …”
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Interpretable Clustering Using Dempster-Shafer Theory by Aram Adamyan, Hovhannes Hovanesyan, Daniel Radrigan, Nelson Baloian, Ashot Harutyunyan

“…This study presents DSClustering, a novel algorithm that merges clustering validity with interpretability using the Dempster-Shafer theory. …”
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Dynamic Response Analysis of Underground Double-Line Tunnel under Surface Blasting by Pei Zhang, Jianhua Cai, Feng Zong, Yanpeng He, Qiong Wang

“…In order to study the influence of relative horizontal distance and relative vertical distance between two tunnels on the dynamical response of the two tunnels, 10 numerical simulation cases are done by LS-DYNA 3D models under surface explosion by controlling the clear distance and height difference of double-line tunnel, and the ALE multimaterial fluid structure coupling algorithm is applied to analyze the dynamic response characteristics of double-line tunnel under different conditions. …”
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ENVIRONMENTAL OBJECTIVE ANALYSIS, RANKING AND CLUSTERING OF HUNGARIAN CITIES by LÁSZLÓ MAKRA, ZOLTÁN SÜMEGHY

“…Clusters received applying algorithm fanny, though having weak structure, indicate large and definite regions in Hungary, which can be circumscribed by clear geographical objects.…”
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High order intuitionistic fuzzy time series forecasting model by Ya-nan WANG, Ying-jie LEI, Yang LEI, Xiao-shi FAN

“…A high order intuitionistic fuzzy time series forecasting model was built.In the new model,fuzzy clustering algorithm was used to get unequal intervals,and a more objective technique for ascertaining membership and non-membership functions of intuitionistic fuzzy set was proposed.On these bases,forecasting rules based on mul-ti-dimension intuitionistic fuzzy modus ponens inference were established.At last,contrast experiments on the enroll-ments of the university of Alabama and the daily average temperature of Beijing were carried out,which show that the novel model has a clear advantage of improving the forecasting accuracy.…”
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CONCEPTUAL BASES OF A COMPETENCIES MODELS DEVELOPMENT IN THE HUMAN RESOURCES MANAGER ACTIVITIES by Dina Chuprova, Svetlana Fedorova

“…The problems of the implementation of the competence model due to the insufficiently clear definition of the concept of competence are considered. …”
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Constructing network enterprise structure to create innovative products by Yu. F. Telnov, V. M. Trembach, A. V. Danilov, E. V. Yaroshenko, V. A. Kazakov, O. A. Kozlova

“…The developed ontology and the algorithm for forming the structure of the network enterprise is of practical importance for creating an intelligent system for supporting the adoption of innovative decisions for the dynamic construction of network enterprises in the Internet environment.…”
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Out-of-Step Protection for a Synchronous Generator via Energy Function-Based Stability Assessment Using a Single Local Speed Measurement by Jongju Kim

“…Building on this foundation, clear criteria are suggested for determining whether a generator remains stable. …”
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Scalable Precision Psychiatry With an Objective Measure of Psychological Stress: Prospective Real-World Study by Helena Wang, Norman Farb, Bechara Saab

“…As a final insight, self-selected therapy sessions were overrepresented among the algorithmically recommended sessions, an effect most pronounced when the algorithm was trained with ∆OSL data (F1,14=30.94, P<.001). …”
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Matching of Observation Footprints in the FY-3G MWRI-RM Using BGI by Ke Chen, Bowen Cai, Wei Han, Zihao Suo

“…The experimental results using simulated data demonstrate that our improved BGI algorithm leads to a significant decrease in the overall root mean square error by 80&#x0025; and 50&#x0025; in the clear-sky and typhoon cases, respectively, compared to the raw <inline-formula><tex-math notation="LaTeX">${{T}_A}$</tex-math></inline-formula>. …”
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A Machine Vision Perspective on Droplet‐Based Microfluidics by Ji‐Xiang Wang, Hongmei Wang, Huang Lai, Frank X. Liu, Binbin Cui, Wei Yu, Yufeng Mao, Mo Yang, Shuhuai Yao

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Lightweight CNN-based seizure classification via leveraging chimera states in iEEG recordings by Fatemeh Azad, Saeed Bagheri Shouraki, Soheila Nazari, Mansun Chan

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THE MARKETING FEATURES OF THE TOURIST SERVICES PROMOTION by Ольга Буднік, Людмила Тарасович, Світлана Лавриненко

“…It was determined that improving the competitive position in the tourist market is possible through the marketing promoting system applying. The necessity of the clear and the consistent algorithm developing for the target consumers is proposed and the necessity of their needs defining and meeting is indicated. …”
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Pulse engineering via projection of response functions by Nicolas Heimann, Lukas Broers, Ludwig Mathey

“…We demonstrate this approach, and compare it to the standard GRAPE algorithm, for the example of a quantum gate on two qubits, demonstrating a clear improvement in convergence and optimal fidelity of the generated protocol.…”
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MODERN METHODS OF PRICING IN THE STRATEGIC ACTIVITIES PLANNING OF PHARMACEUTICAL COMPANIES IN UKRAINE by N. Slushaenko, D. Apenko

“…Among the analyzed pricing models for new product allocated to one that meets the needs of the pharmaceutical industry and is based on available statistics. Formed a clear selection algorithm pricing policy of the company to the new product.…”
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