Role of emotional disorders, personality features and disorders of intraceptive sensation in development of somatic symptoms at irritable bowel syndrome by Ye. A. Poluektova, A. A. Kurbatova, G. Ye. Rupchev, A. A. Sheptulin, V. T. Ivashkin

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A CNN-LSTM model for road surface recognition of electric balance vehicles by Feifei Yu, Yongxian Huang, Canyi Du, Feng Li, Yongkang Gong, Guoyan Chen

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Identifying hotspots and classifying the spatial distribution pattern of karst collapse pillars with Moran’s index in coal mine by Junsheng Yan, Junsheng Yan, Junsheng Yan, Zaibin Liu, Zaibin Liu, Zaibin Liu, Zaibin Liu, Hui Yang, Hui Yang, Hui Yang, Lin An, Lin An, Lin An, Wei Li, Tiantian Wang, Qian Xie, Qian Xie, Qian Xie, Chenguang Liu, Chenguang Liu, Chenguang Liu, Chenguang Liu

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Flower Automata Pattern-Based Discrimination of Fibromyalgia From Control Subjects Using Fusion of Sleep EEG and ECG Signals by Prabal Datta Barua, Makiko Kobayashi, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Jose Kunnel Paul, Thomas Iype, U. R. Acharya

“…The novelty of the model is the use of dynamic and interpretable feature engineering framework comprising of two innovations: 1) Flower Automata Pattern (FAP) for self-organized pattern-based feature extraction, and 2) Attention-Driven Wavelet Transform and Absolute Maximum Pooling (ADWTAMP) method for signal decomposition and compression. …”
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Development of New Electricity System Marginal Price Forecasting Models Using Statistical and Artificial Intelligence Methods by Mehmet Kızıldağ, Fatih Abut, Mehmet Fatih Akay

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DBN Face Recognition Algorithm Based on GCSLBP by GUAN Xiao-rui, CHENG Wei-yue, ZHANG Xue-qin, LIN Ke-zheng, GAO Tie-hong

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Changes of land use and landscape pattern along sea–land gradient in developed coastal region: A case study of Jiangsu Province, China by Jiahao Zhai, Lijie Pu, Lu Qie, Gaili He, Xiaoqing Wang, Rui Zhang, Ye Yuan, Rui Zhong, Yumeng Lu, Jiayi Xie, Jiawei Tao, Sihua Huang

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Performance Comparison of Facial Emotion Recognition: Introducing a Model within the Driver Assistance Framework based on Deep Learning with LBP Feature Extraction for In-Vehicle A... by Ehsan Ghasemi, Seyyed Mohammad Razavi, Sajad Mohamadzadeh

“…Secondly, the Local Binary Patterns (LBP) feature descriptor is utilized to extract features from the identified eye, nose, and mouth regions. …”
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Peculiarities of Pattern Information Transmission by Evgeniy V. Yurkevich, Lidiya N. Krukova

“…The analysis of peculiarities of mental images formation and development is given, a model of the mechanism of pattern information transmission is proposed. …”
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Rural settlement pattern in Belarus by AntipovaCDFMR Ekaterina

“…Spatial and temporal shifts in the rural population distribution and settlement structure were found, and types of the Belarusian rural settlement pattern were developed. Distribution features and demographic development of a new form of the Belarusian rural communities - agrotowns - were discovered…”
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Tool Wear Monitoring Technology and Its Application in Heavy Cutting by CHENG Yao-nan, DING Ya, GAI Xiao-yu, GUAN Rui, MA Chun-jie

“…In order to discuss the tool wear monitoring technology and its application in heavy cutting, taking the common cutting tool wear monitoring as the research object, the most widely used and emerging key technologies, methods and principles in tool wear monitoring are deeply analyzed from the aspects of signal acquisition, feature processing, pattern recognition and decision control.Their advantages and disadvantages are analyzed in detail.Then the application of tool wear monitoring in heavy cutting are explained and analyzed.The achievements and progress made by domestic and foreign scholars in the field of tool wear monitoring are described, and the future development trend is prospected. …”
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Developments in Deep Learning Artificial Neural Network Techniques for Medical Image Analysis and Interpretation by Olamilekan Shobayo, Reza Saatchi

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An interpretable deep learning framework for medical diagnosis using spectrogram analysis by Shagufta Henna, Juan Miguel Lopez Alcaraz, Upaka Rathnayake, Mohamed Amjath

“…In contrast, the custom CNN model exhibits more coherent and class-specific activation patterns, offering improved localization of diagnostically relevant features.…”
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Leisure Activities in Political Perspective by T. V. Vdovenko, N. V. Gants

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Explainable machine learning-driven models for predicting Parkinson’s disease and its prognosis: obesity patterns associations and models development using NHANES 1999–2018 data... by Jiaxin Fan, Shuai Cao, Hang Peng, Yuanjie Zhi, Shuqin Zhan, Rui Li

“…We aimed to investigate the associations of obesity patterns on PD and all-cause mortality, while developing machine learning (ML)-driven predictive and prognostic models for PD. …”
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Compositional features of Manchukuo architecture by Антон А. Ким, Екатерина Пугачева

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Gut metagenomic features of frailty by Zharkyn Jarmukhanov, Nurislam Mukhanbetzhanov, Elizaveta Vinogradova, Samat Kozhakhmetov, Almagul Kushugulova

“…We propose these identified features may constitute a “frailty-associated metabolic signature” in the gut microbiome. …”
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Cardioprotective dietary pattern of Siberian population by Darya P. Tsygankova, Evgeny D. Bazdyrev, Alena S. Agienko, Olga V. Nakhratova, Elena V. Indukaeva, Galina V. Artamonova, Olga L. Barbarash

“…Background — Analysis of eating habits can help identify cardioprotective dietary patterns. It is necessary to qualitatively study the diet of modern inhabitants of Siberia and identify food stereotypes that contribute to effective cardiac prophylaxis. …”
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Identifying etiological pattern for postpartum complications by D. F. Kurbanova, S. G. Sultanova, F. R. Hajiyevа

“…Postpartum complications hold one of the leading places in the pattern of gynecological diseases.Aim: to study the clinical and laboratory features of developing postpartum inflammatory complications.Materials and Methods. …”
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Rethinking the regulations and development patterns of villages connected to the city; approaches based on generic codes at macro level(Case study: Perjikola and Bala lamouk villag... by Hadi pendar

“…But the principles guiding the morphological identity of the settlements in the current developments have not been able to continue.  In the meantime, many villages have gradually become part of the urban areas, heavily influenced by urban development patterns and are losing their special identity. …”
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