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  • Open Access

    ARTICLE

    Efficient Video Emotion Recognition via Multi-Scale Region-Aware Convolution and Temporal Interaction Sampling

    Xiaorui Zhang1,2,*, Chunlin Yuan3, Wei Sun4, Ting Wang5

    CMC-Computers, Materials & Continua, Vol.86, No.2, pp. 1-19, 2026, DOI:10.32604/cmc.2025.071043 - 09 December 2025

    Abstract Video emotion recognition is widely used due to its alignment with the temporal characteristics of human emotional expression, but existing models have significant shortcomings. On the one hand, Transformer multi-head self-attention modeling of global temporal dependency has problems of high computational overhead and feature similarity. On the other hand, fixed-size convolution kernels are often used, which have weak perception ability for emotional regions of different scales. Therefore, this paper proposes a video emotion recognition model that combines multi-scale region-aware convolution with temporal interactive sampling. In terms of space, multi-branch large-kernel stripe convolution is used to More >

  • Open Access

    ARTICLE

    Motion In-Betweening via Frequency-Domain Diffusion Model

    Qiang Zhang1, Shuo Feng1, Shanxiong Chen2, Teng Wan1, Ying Qi1,*

    CMC-Computers, Materials & Continua, Vol.86, No.1, pp. 1-22, 2026, DOI:10.32604/cmc.2025.068247 - 10 November 2025

    Abstract Human motion modeling is a core technology in computer animation, game development, and human-computer interaction. In particular, generating natural and coherent in-between motion using only the initial and terminal frames remains a fundamental yet unresolved challenge. Existing methods typically rely on dense keyframe inputs or complex prior structures, making it difficult to balance motion quality and plausibility under conditions such as sparse constraints, long-term dependencies, and diverse motion styles. To address this, we propose a motion generation framework based on a frequency-domain diffusion model, which aims to better model complex motion distributions and enhance generation… More >

  • Open Access

    ARTICLE

    ChatGPT, Loneliness, and Well-Being among International PhD Students in Malaysia: A Mixed-Methods Study

    Tianyu Zhao1, Xiaoli Zhao2, Kenny S. L. Cheah3,*, Ye Zhang3

    International Journal of Mental Health Promotion, Vol.27, No.12, pp. 2023-2038, 2025, DOI:10.32604/ijmhp.2025.071322 - 31 December 2025

    Abstract Background: Despite access to university counseling services, many students underutilize them due to cultural stigma, language barriers, and perceived irrelevance. As a result, ChatGPT has emerged as an informal, always-available support system. This study investigates how international PhD students in Malaysia navigate loneliness, mental well-being, and social disconnection through interactions with Generative AI (mainly ChatGPT. Methods: Using a mixed-methods design, the study surveyed 155 international doctoral students and analyzed quantitative responses across four dimensions: loneliness, well-being (WHO-5), perceived social support, and AI-facilitated emotional support. Additionally, open-ended responses were examined using Latent Dirichlet Allocation (LDA) to identify… More >

  • Open Access

    ARTICLE

    Determining the Emotions and Views of Patients with Post-Cesarean Surgical Site Infection: A Qualitative Study

    Elçin Alaçam1,*, Mualla Yılmaz2

    International Journal of Mental Health Promotion, Vol.27, No.12, pp. 1989-2005, 2025, DOI:10.32604/ijmhp.2025.071033 - 31 December 2025

    Abstract Background: Post-cesarean surgical site infection is a frequent complication with significant consequences for maternal, physical, and psychological well-being. This study explored women’s lived experiences of post-cesarean surgical site infection, focusing on emotional responses, treatment experiences, and perceived psychosocial impact. Methods: A qualitative study was conducted using thematic analysis of semi-structured interviews with 23 patients hospitalized due to post-cesarean surgical site infection, selected through purposeful sampling between 15 August 2022, and 15 January 2024. Results: The mean age of the participants in the study was 28.69 ± 5.07 years. Of them, 13 were high school graduates, and 22… More >

  • Open Access

    ARTICLE

    Childhood emotional abuse and adolescent depression: The mediating role of resilience and self-efficacy

    Zhenhong Wang1,2, Hailong Wu3,*

    Journal of Psychology in Africa, Vol.35, No.6, pp. 863-869, 2025, DOI:10.32604/jpa.2025.073522 - 30 December 2025

    Abstract We examined the direct relationship between childhood emotional abuse and depression in adolescents and the mediating roles of resilience and self-efficacy in that relationship. Using a cross-sectional study design, 636 Chinese adolescents (Girls = 48.6%, mean years of service = 15.8, SD = 1.9) completed the Childhood Trauma Questionnaire (CTQ), the Ego-Resiliency Scale (ERS), the General Self-Efficacy Scale (GSES), and the Patient Health Questionnaire-9 (PHQ-9). Mediation analysis revealed that childhood emotional abuse significantly predicted higher levels of depression. Moreover, resilience and self-efficacy were found to mediate this relationship both independently and sequentially. Specifically, resilience accounted More >

  • Open Access

    ARTICLE

    Leader workaholism and employee work fatigue: The role of emotional exhaustion and family support

    Wenjie Qiu1, Jiyuan Wang2, Zheng Zhang3,*

    Journal of Psychology in Africa, Vol.35, No.6, pp. 815-823, 2025, DOI:10.32604/jpa.2025.070151 - 30 December 2025

    Abstract This study examined emotional exhaustion and family support in the relationship between leader workaholism and employee work fatigue. The participants were 408 employed adults (74% female, age range 25 to 27 years) across five industries: sales (31.65%), finance (25.32%), education (20.25%), public administration (12.66%), and technology (10.13%), from 79 work teams in China. Survey data were collected at three time points over a three-month period. The results from structural equation modeling indicated that leader workaholism was associated with higher employee work fatigue. Emotional exhaustion mediated the relationship, contributing to higher levels of employee fatigue. Furthermore, More >

  • Open Access

    ARTICLE

    Development of a CNT/Bi2S3/PVDF composite waterproof film-based strain sensor for motion monitoring

    A. X. Yanga, L. F. Huangb,*, Y. Y. Liuc

    Chalcogenide Letters, Vol.22, No.7, pp. 649-663, 2025, DOI:10.15251/CL.2025.227.649

    Abstract An innovative flexible electronic device was developed by integrating functionalized carbon nanotubes, bismuth sulfide nanostructures, and a polyvinylidene fluoride matrix to create a highly water‐resistant strain detection platform. The fabricated film exhibited a remarkable static water contact angle of 141°, with only a 3–4° reduction after 48 hours of immersion, confirming its excellent hydrophobic performance. Mechanical testing revealed a tensile strength of 43.2 MPa and maintained over 96% of its original strength following 1000 bending cycles, thereby demonstrating outstanding durability under repetitive deformation. Electrical characterization showed an initial conductivity of 12.3 S/m and a baseline resistance near… More >

  • Open Access

    ARTICLE

    Valorisation of Northern Moroccan Centaurium erythraea: Targeted Phytochemistry, Antioxidant, Antimicrobial Efficacy and Drug Likeness Benchmarking

    Yousra Hammouti1,2,*, François Mesnard2, Oussama Khibech3, Mohamed Taibi1, Yousra Belbachir3, El Hassania Loukili4, Reda Bellaouchi5, Abdeslam Asehraou5, Mohamed Addi1,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.11, pp. 3563-3583, 2025, DOI:10.32604/phyton.2025.071139 - 01 December 2025

    Abstract Centaurium erythraea Rafn (“Gosset El Haya”) has long been prized in North African folk medicine, yet Moroccan chemobiological data remain scarce. Ethanol extracts of northern Moroccan aerial parts were profiled by high-performance liquid chromatography (HPLC) and found rich in phenolics, dominated by 4-hydroxybenzoic acid (57.8%) and naringin (10.3%). The extract exhibited strong antioxidant power in the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical-scavenging assay, with a half-maximal inhibitory concentration (IC50) of ≈74 µg mL−1, and a total antioxidant capacity (TAC) of ≈201 µg mL−1 and selective antimicrobial activity, sharply inhibiting Aspergillus niger, Penicillium digitatum, and Rhodotorula glutinis while sparing Staphylococcus aureus. In-silico absorption, distribution, metabolism,… More >

  • Open Access

    ARTICLE

    Communication Barriers, Emotional Distress and Mental Health Promotion in Cancer Care: Insights from Rural China

    Su Li1, Nooreen Noordin2, Dan Wang3,*

    International Journal of Mental Health Promotion, Vol.27, No.11, pp. 1797-1812, 2025, DOI:10.32604/ijmhp.2025.072301 - 28 November 2025

    Abstract Background: Communication barriers are a critical yet underexplored determinant of psychological well-being in oncology care, particularly among rural Chinese patients treated in urban hospitals. This study examined how Mandarin proficiency influences emotional distress and identified implications for mental health promotion. Methods: A sequential mixed-methods design was adopted. Quantitative data were collected from 180 rural cancer patients using the Putonghua Proficiency Test (PSC), the Hospital Anxiety and Depression Scale (HADS), and the Distress Thermometer (DT). Multiple linear regressions estimated covariate-adjusted associations between Mandarin proficiency and distress outcomes, controlling for demographic and clinical factors. Semi-structured interviews with 20… More >

  • Open Access

    ARTICLE

    Determining Dynamic Influence of Human and Machine System on Live-Streaming Addiction: Critical Mediating Mechanisms of Emotional and Functional Attachment

    Hua Pang*, Xiaoyi Jin

    International Journal of Mental Health Promotion, Vol.27, No.11, pp. 1709-1728, 2025, DOI:10.32604/ijmhp.2025.070803 - 28 November 2025

    Abstract Background: Live streaming has become a globally prevalent form of digital entertainment, particularly among young audiences, fostering new modes of online engagement through real-time interaction. However, excessive use may lead to addictive behaviors in certain users. Current research on live-streaming addiction remains limited, with prior studies focusing primarily on socio-psychological drivers rather than the role of technological affordances. To address this gap, this study develops a conceptual model based on socio-technical systems and attachment theory to investigate how emotional and functional attachment mediate the relationship between platform features and addictive behavior. Methods: A total of 533… More >

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