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Диагностика тяжести симптомов депрессии при помощи объяснимого искусственного интеллекта
Доклады Российской академии наук. Математика, информатика, процессы управления (ранее - Доклады Академии Наук. Математика). 2023. Т. 514. № 2. С. 242–249.
This paper represents our research to (i) propose an artificial intelligence, AI-based solution to identify depression and (ii) investigate our psychiatric knowledge. Concerning the first objective, we collected and annotated a new audio data set, and scrutinized the performance of eight regression approaches. Our studies showed that k-nearest neighbor and random forest form the group having the most acceptable results. Regarding our second objective, we determined the importance of the features of our best model using the SHapley Additive exPlanations approach: our findings showed that the fourth Mel-frequency cepstral coefficients, harmonic difference, and shimmer are the most important features.
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Russian
Poddiakov A., Integrative Psychological and Behavioral Science 2026 Vol. 60 No. 4 P. 1–50
Clarity of knowledge and reasoning is necessary in many cases. Yet vagueness in scientific thinking related to surprise, curiosity, and “ability to engage with not-knowing” (de Freitas) is also a crucially important source of scientific creativity. Starting from studies by C. S. Peirce and B. Russell, scientists have developed tools for working with increasingly accurate ...
Added: November 3, 2026
Lynch M. F., Leontiev D., Osin E. N., Social Sciences & Humanities Open 2026 Vol. 14 Article 103910
Background: Solitude is often associated with loneliness and is therefore commonly viewed as a negative state,
despite studies showing its potential benefits. Drawing on existential and self-determination theory perspectives,
we propose a Prism Model in which attitudes toward solitude – Solitude Intolerance and Solitude Appreciation –
measured using the Differential Test of Aloneness moderate the associations of General ...
Added: November 1, 2026
Morozova A., Monahhova E., Gorodnicheva Y. et al., Scientific Reports 2026
As misinformation spreads rapidly on social media, understanding the efficacy of corrective interventions is a key challenge for cognitive science. We investigated behavioral and neurophysiological responses to fact-checking labels addressing medical and healthcare news. While EEG was recorded, 53 participants rated headlines on trust and willingness to share, both at baseline and after receiving ‘Truth’ ...
Added: November 1, 2026
Андерсон С. О., Zinchenko O., Shevtsov O. et al., IEEE, 2025.
This paper introduces an automated, hands-free feeding system designed to overcome manual stimulus delivery limitations in consumer neuroscience taste studies, integrating seamlessly with fNIRS, EEG, EDA, EMG, PsychoPy, and TTL triggers. ...
Added: October 29, 2026
Kovaleva N. N., Лебедева Д. А., Журнал российского права 2026 Т. 30 № 10 С. 147–161
The availability of medical care, guaranteed by the Constitution of the Russian Federation, in the context of digitalization of healthcare directly depends on the legal regulation of the circulation of medical data. The digital transformation of healthcare (unified state information system in the field of healthcare, telemedicine, electronic registries, regional and commercial medical analytical systems) ...
Added: October 29, 2026
Чернявский А. А., Психиатрия 2026 Т. 24 № 2 С. 131–151
Background: existing tools for assessing depression do not take into account its contextualized nature. One of the prevailing spheres of human activity is labor activity, which may cause the occurrence of depression associated with professional activity. Occupational depression is a depressive state associated with chronic work stress. Because occupational activity may be a significant factor ...
Added: October 28, 2026
Ivanov D., ИНТЕРакция. ИНТЕРвью. ИНТЕРпретация 2026 Т. 18 № 2 С. 13–29
This article addresses a methodological contradiction that arises when attempting to in- corporate artificial intelligence (AI) into qualitative sociological research grounded in the in- terpretivist paradigm. While in quantitative research, AI, at least at first glance, seamlessly fits into the natural-scientific ideal of “instrumental distancing”, for the qualitative tradition, which demands contextual sensitivity and proximity ...
Added: October 28, 2026
Podolsky A. I., Идобаева О. А., Поплавский М. В. et al., Мир психологии. Научно-методический журнал 2025 № 4 (123) С. 99–113
The aim of the study was to examine psychological characteristics of gifted adolescents studying in a boarding school (gymnasium) in comparison with psychological characteristics of gifted schoolchildren from regular comprehensive schools. The study was conducted during 2024. 322 students took part in the psychological testing. The study showed that schoolchildren who have studied at the ...
Added: October 27, 2026
Podolsky A. I., Идобаева О. А., Подольский Д. А., Актуальные проблемы психологического знания 2026 № 2 (75) С. 137–145
The issue of adolescent values is becoming increasingly important. Value orientations largely determine a teenager’s life position and worldview. Research into the values that are significant for schoolchildren requires consideration of the agerelated changes that occur in their value-moral sphere during the transition from early to late adolescence. Puberty is particularly significant, as processes related ...
Added: October 27, 2026
Lyusin D., Sysoeva T., Behavior Research Methods 2026 Vol. 58 Article 335
Databases with emotional ratings of words are essential for studying emotional information processing in psychology, psycholinguistics, neuroscience, and related disciplines. The emotional content of stimuli is traditionally described within two approaches: dimensional (rating words on continuous scales such as valence and arousal) and categorical (rating associations of words with discrete emotion categories). Databases with emotional ...
Added: October 26, 2026
Butovskaya M., Буркова В. Н., М.: Институт психологии РАН, 2026.
Настоящий сборник материалов конференции «Способности и ресурсы человека в изменяющемся мире» представляет собой комплексный научный труд, объединяю‑ щий фундаментальные и прикладные исследования в области психологии способно‑ стей, одаренности, интеллекта и личностных ресурсов. В издании рассматриваются теоретико-исторические основы изучения способностей, современные подходы к их диагностике и развитию, нейробиологические и биохимические аспекты индивиду‑ альных различий, а также ...
Added: October 26, 2026
Edward Elgar Publishing, 2026.
This comprehensive Encyclopedia brings together leading international scholars to explore both foundational and emerging topics in the evolving field of individual differences. Examined are core personality constructs such as conscientiousness, extraversion and impulsivity, as well as contemporary trait combinations including the Dark Core and the Dark Tetrad. ...
Added: October 23, 2026
Gavrilenko P. A., Янис С. О., Педагогика и психология образования 2026 № 2 С. 26–42
Understanding the pedagogical practices of teachers in the classroom
system is an important area of modern pedagogy. The article presents
the results of an empirical study aimed at identifying ways for teachers to frame
time and group work in the context of supporting three basic psychological needs of schoolchildren, namely, autonomy, competence, and relatedness.
The theoretical basis of the research ...
Added: October 23, 2026
Lebedeva N., Строгов Д. Д., Вопросы теоретической экономики 2026 № 3(32) С. 162–175
Th e article examines the relationship between the age-related dynamics of creativity and the potential of the orange (creative) economy in Russian regions. Drawing on contemporary psychological and neurocognitive research, the authors demonstrate that diff erent components of creative thinking—fl uency, fl exibility, originality, and semantic depth—follow distinct age-related patterns. Early adulthood (18–35 years) is ...
Added: October 23, 2026
Sergei P. Zhdanov, Contemporary Educational Technology 2026 No. 18(4) Article 701
Generative artificial intelligence (GenAI) recently appeared as an issue of its time which has been
changing the educational landscape at a considerable rate and opening new pathways and
challenges for educators and learners. Therefore, in terms of GenAI for education this
bibliometric analysis will characterize the change and development by mapping trends and
patterns, examining prevalent subject areas in ...
Added: October 22, 2026
Zolotareva A., Психологические исследования: электронный научный журнал 2026 Т. 19 № 109 Статья 5
The article provides a brief overview of contemporary concepts and research on perfectionism. The dual nature of perfectionism, encompassing both adaptive and maladaptive characteristics, is reflected in the evolution of its conceptualization: from early unidimensional approaches that viewed perfectionism primarily as a symptom of psychopathology to multidimensional models that extend its understanding beyond personal standards ...
Added: October 22, 2026
Svirin E., Бердышев Д. А., Шишкин С. Л., Вестник Российского государственного медицинского университета 2026 № 3 С. 42–50
Quasi-movements (QMs), which are movement attempts minimized to the point of movement extinction, evoke EEG patterns similar to those of real movement. QMs can model attempted movement in healthy subjects and are therefore of interest as an alternative to motor imagery (MI) in rehabilitation brain–computer interfaces (BCIs), in which the attempted movement of the paralyzed ...
Added: October 22, 2026
М.: Московский международный университет, 2026.
Содержит материалы I Международной научно-практической конференции «Медиапсихология: ответы на вызовы современной медиасреды», проводимой кафедрами журналистики, психологии, рекламы и связей с общественностью Московского международного университета. ...
Added: October 21, 2026
Petrovskiy V., Психология. Журнал Высшей школы экономики 2016 Т. 13 № 3 С. 612 – 622
Два открывателя новизны, два мыслителя, один в науке, другой в искусстве — Владимир
Лефевр и Антонио Гауди — обнаруживают глубинное персональное сходство: нестандартность решений, многообразие компетенций, проницательность интуиции, эстетику мысли,
смелость фантазии — все это «их общее». Архитектор новаторской рефлексивной теории,
В.А. Лефевр перебросил мост между двумя реалиями – по ту и по сю сторону Я человека.
Теоретики-предшественники имели ...
Added: October 16, 2026
V. A. Petrovsky, Scientific and Technical Information Processing 2022 Vol. 49 No. 6 P. 472 – 480
This paper focuses on reflexive problematic statements represented by modal judgments of validity (subjective truth) and their combinations. It is proposed to describe these statements at three levels: reflexive problematic statements per se, modal judgments that characterize the validity of sentences constituting complex statements, and matrix representations of modal judgments. Modal judgments, as part of ...
Added: October 16, 2026
Sakevich V. I., Демографическое обозрение 2026 Т. 13 № 3 С. 4–28
The article analyzes modern legislation regarding artificial termination of pregnancy in countries around the world. Depending on the grounds on which abortion is permitted, five groups of countries are distinguished. Estimates have shown that about 60% of women of reproductive age live in countries with liberal legislation, where abortion is allowed at the request of ...
Added: October 15, 2026
Tulchinskii G. L., Философские науки 2026 Т. 68 № 6 С. 32–58
In the work, technology is considered as a special form of being, going beyond the utilitarian and instrumental understanding and forming a new ontological space. This space is described as a technocosmos or metacosmos: an autonomous and self-generating reality in which technologies do not simply serve human needs, but begin to constitute their own logic ...
Added: October 11, 2026
Asya A. Filatova, Epistemology and Philosophy of Science 2026 Vol. 63 No. 3 P. 56–66
This article proposes a rethinking of the role of artificial intelli-gence in contemporary science through an analysis of HarryCollins’s concept of expertise. The point of departure is the ob-served tension between normative accounts of expertise –grounded in ideas of socialisation, tacit knowledge and member-ship in a form of life – and the empirical practices in ...
Added: October 10, 2026
PMLR, 2026.
Added: October 8, 2026