Unraveling Online Mental Health Through the Lens of Early Maladaptive Schemas: AI-Enabled Content Analysis of Online Mental Health Communities by Beng Heng Ang, Sujatha Das Gollapalli, Mingzhe Du, See-Kiong Ng

“…ObjectiveWe aimed to uncover associations between EMSs and mental health problems within OMHCs and examine features of EMSs as they are reflected in OMHCs. …”
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Differential Evolution with Autonomous Selection of Mutation Strategies and Control Parameters and Its Application by Zhenyu Wang, Zijian Cao, Zhiqiang Du, Haowen Jia, Binhui Han, Feng Tian, Fuxi Liu

“…Nevertheless, those variants of DE do not obtain the promising performance in solving black box problems with unknown features, which is mainly because the adaptive rules of those variants are designed according to their designers’ cognition on the problem features. …”
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Nearest-Better Network-Assisted Fitness Landscape Analysis of Contaminant Source Identification in Water Distribution Network by Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang

“…Contaminant Source Identification in Water Distribution Network (CSWIDN) is critical for ensuring public health, and optimization algorithms are commonly used to solve this complex problem. However, these algorithms are highly sensitive to the problem’s landscape features, which has limited their effectiveness in practice. …”
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Domain generalization method based on cross-space multi-scale information aggregation and inference consistency by LI Tuoxin, XIANG Fengtao, CHEN Junhai, ZHANG Xiaobo, LYU Yunxiao

“…Comparative experiments and analysis conducted on multiple public datasets demonstrate that the proposed method exhibits superior performance in domain generalization, effectively mitigating the impact of domain-specific features on model performance and providing a technical reference for addressing domain shift problems.…”
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Data normalization in machine learning by V. V. Starovoitov, Yu. I. Golub

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Cross-cultural aspects of psychotherapy (literature review) by A. A. Ovchinnikov, A. N. Sultanova, L. T. Kiseleva

“…At the current stage of development of psychotherapy problems of cross-cultural differences have not lost their meaning, but have acquired deeper features due to increase of migration, overall rise of interest in our culture, our origin. …”
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Choosing a video conferencing service and its adaptation for educational institution by A. N. Markov, R. O. Ihnatovich, A. I. Paramonov

“…At the stage of software selection, the features of its operation, requirements for hardware and for integration into internal information systems are indicated. …”
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Object detection and tracking in video sequences: formalization, metrics and results by R. P. Bohush, S. V. Ablameyko

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Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning by Jian Ma, Hua Su, Wan-lin Zhao, Bin Liu

“…To solve these problems, deep learning has been proposed in recent years to exploit multiple layers of nonlinear information processing for unsupervised self-learning of features. …”
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Prediction of Residual Life of Rolling Bearings Based on Multi-Scale Improved Temporal Convolutional Network (MITCN) Model by Keru Xia, Qi Li, Luyuan Han, Zhaohui Ren, Hengfa Luo

“…However, CNN models can only learn feature information relative to size, and it is difficult to extract complex time series features from data of long time series. …”
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Problemi di edizione dei più antichi incantesimi tedeschi by Eleonora Cianci

“…In this period, all charms are deeply rooted in a monastic environment and were not perceived as “magic” since they were written in the same books containing other Christian texts. Indeed, all these features change again if we consider the charms of the following centuries, and then the author of a critical edition must pay attention to other problems, such as, for example, a manuscript tradition based on many variant versions of the same text and also based on increasing contamination of different motifs merging in similar texts. …”
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Il Sistema Traduco nel Progetto Traduzione del Talmud Babilonese by Andrea Bellandi, Giulia Benotto, Davide Albanesi, Emiliano Giovannetti

“…In the context of the Babylonian Talmud Translation Project, the Institute of Computational Linguistics of the CNR has developed Traduco, a collaborative web tool with some features that make it particularly suitable for translating texts that present interpretative problems. …”
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Problemi di edizione dei più antichi incantesimi tedeschi by Eleonora Cianci

“…In this period, all charms are deeply rooted in a monastic environment and were not perceived as “magic” since they were written in the same books containing other Christian texts. Indeed, all these features change again if we consider the charms of the following centuries, and then the author of a critical edition must pay attention to other problems, such as, for example, a manuscript tradition based on many variant versions of the same text and also based on increasing contamination of different motifs merging in similar texts. …”
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Sortion of Cytokines and Immunoglobulins in vitro with a New Carbon Hemosorbent: a Poster Study by V. A. Likholobov, T. I. Dolgikh, V. V. Moroz, L. G. Pyanova, V. T. Dolgikh, B. A. Reis, L. S. Luzyanina, F. I. Razgonov, T. F. Sokolova, A. V. Glushchenko, A. V. Veselovskaya

“…Objective: to study the specific features of sorption of some protein molecules (cytokines, immunoglobulins) in vitro, by using the carbon hemosorbent designed at the Institute of Hydrocarbon Process Problems, Siberian Branch, Russian Academy of Sciences.Materials and methods. 42 plasma samples from 14 patients with peritonitis were examined before and after hemosorption. …”
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Mental health in children with and without disabilities in a register-based Swedish sample supports the two-continua model: a latent class analysis by Lina Homman, Lilly Augustine, Mats Granlund

“…Abstract Background Mental health is a term frequently used to describe mental health problems. However, mental health includes both mental health problems and well-being. …”
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Analysis of goal, feedback and rewards on sustained attention via machine learning by Nethali Fernando, Nethali Fernando, Matthew Robison, Matthew Robison, Pedro D. Maia, Pedro D. Maia

“…Finally, we quantify changes in accuracy when coarser features (averaged throughout multiple trials) are used. …”
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Analysis of Accessibility to Family Health Centers in Antalya Using GIS by Orhun Soydan

“…Environmental features are effective in determining the FHCs location in different ways. …”
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A novel dual-student reverse knowledge distillation method for magnetic tile defect detection by Jiyan Tang, Ao Zhang, Weian Liu

“…In this framework, a pre-trained teacher network that uses a deep learning model to learn multi-scale and multi-level feature representations serves as the feature extractor. …”
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Linguistic Data Model for Natural Languages and Artificial Intelligence. Part 3. Recognition by O. M. Polyakov

“…In addition, the presence of a linguistic model helps to simplify the solution of these problems. In the section the features and ways of solving both problems of recognition are formulated taking into account the stated specifics.In this section, based on the material of all three parts, the general contours and properties of the linguistic model of the world are described. …”
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A Small Target Pedestrian Detection Model Based on Autonomous Driving by Yang Zhang, Shuaifeng Zhang, Dongrong Xin, Dewang Chen

“…Then, feature selection and feature alignment modules are added to the lateral connection part of the feature pyramid to enhance important pedestrian features in the input image, and the multiscale feature fusion capability of the model is enhanced for small-target pedestrians, thereby improving the detection accuracy of small-target pedestrians and solving the problems of feature misalignment and ignored multiscale features in the feature pyramid network. …”
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