This paper focuses on the selection and justification of deep learning models for emotion classification tasks. It provides a comprehensive analysis of various neural network architectures, including Convolutional Neural Networks, Recurrent Neural Networks, Long Short-Term Memory networks, and Transformer models, assessing their performance in recognizing and classifying human emotions from multimodal data sources. The study examines the strengths and limitations of each model with respect to data type, training efficiency, computational complexity, and generalization capabilities. Furthermore, criteria for optimal model selection tailored to real-world emotion recognition applications are discussed. The findings contribute to enhancing the accuracy and robustness of emotion classification systems and offer valuable guidelines for researchers and practitioners developing advanced affective computing solutions.

The food industry is a branch of the national economy that produces food products. The industry includes enterprises of meat and dairy, oil and fat, fish, flour and cereals, pasta, fruit and vegetable canning, dairy and cream, sugar, tea, confectionery, bakery, grape and champagne wines, alcohol, vodka, tobacco, brewing, thirst-quenching, soap and other industries.

This scientific work explores the clinical features, causes, and contemporary treatment strategies for tension-type headache in children, one of the most prevalent and often underdiagnosed neurological conditions in the pediatric population. The study highlights the multifactorial origin of tension-type headache, emphasizing psychological stress, musculoskeletal strain, and lifestyle imbalances as central contributing factors. Special attention is given to the importance of early diagnosis based on clinical evaluation, patient history, and the use of structured assessment tools designed for children. The research reviews both pharmacological and non-pharmacological treatment approaches, with a focus on behavioral therapy, cognitive-behavioral interventions, physical therapy, and biofeedback techniques. Preventive strategies such as stress management, sleep hygiene, physical activity, and nutritional regulation are also discussed as key elements in reducing the frequency and severity of headache episodes. Furthermore, the work highlights the psychosocial impact of chronic headache on children’s academic performance, emotional health, and social development.

Международные стандарты финансовой отчетности (МСФО) — это свод правил, регламентирующих ведение бухгалтерского учета. Единое оформление документации позволяет экономистам, финансистам и аудиторам всего мира без труда понимать друг друга. Переход на МСФО облегчает взаимодействие контрагентов из разных стран и способствует выходу бизнеса за пределы своего государства. Подробнее о практическом применении МСФО, а также о том, каким компаниям целесообразно перейти на международные правила ведения отчетности и как это сделать, расскажем в статье.

Ushbu maqolada o‘smir yoshdagi og‘ir atletikachilar uchun ratsional ovqatlanishni samarali tashkil etish bo‘yicha tadqiqot natijalari yoritilgan. Eksperimental metod asosida ishlab chiqilgan ovqatlanish dasturi 12–16 yoshdagi sportchilarda kuch ko‘rsatkichlari, mushak massasi, tiklanish darajasi va biokimyoviy ko‘rsatkichlar o‘zgarishlariga sezilarli ta’sir ko‘rsatdi. Tadqiqot natijalari ovqatlanishning sport tayyorgarligidagi o‘rnini ilmiy asoslashga yordam berdi va amaliy tavsiyalar ishlab chiqildi.