Acceptability of artificial intelligence in inclusive education: a TAM2-based study among preservice teachers by Houda Amouri, Samia Haroud, Lynda Ouchaouka, Nadia Saqri

“…IntroductionThe integration of artificial intelligence (AI) into education is generating growing interest, particularly due to its potential to support inclusive pedagogical practices. …”
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Exploring a digital music teaching model integrated with recurrent neural networks under artificial intelligence by Yang Han

“…Abstract This study proposes an intelligent digital music teaching model based on Artificial Intelligence (AI) and Long Short-Term Memory (LSTM) networks to enhance personalized assessment and feedback in music education. …”
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A High-reliability Energy Router Suitable for Multiple Types of New Energy Access in Intelligent Communities by GUO Xuan, ZHENG Zedong, LI Yongdong

“…Based on this topology, it presented an energy router and intelligent community power supply system architecture suitable for intelligent cells, which provides multiple types of new energy access interface, has multi-directional energy flow and fault handling functions, and can constitute the basic autonomous unit of the energy Internet.…”
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Artificial Intelligence–Based Mobile Phone Apps for Child Mental Health: Comprehensive Review and Content Analysis by Fan Yang, Jianan Wei, Xuejun Zhao, Ruopeng An

“… Abstract BackgroundMobile phone apps powered by artificial intelligence (AI) have emerged as powerful tools to address mental health challenges faced by children. …”
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A Machine Learning-Based Intelligent Framework for Predicting Energy Efficiency in Next-Generation Residential Buildings by Hafiz Muhammad Shakeel, Shamaila Iram, Richard Hill, Hafiz Muhammad Athar Farid, Akbar Sheikh-Akbari, Farrukh Saleem

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Research Progress of Intelligent Evaluation and Virtual Reality Based Training in Upper Limb Rehabilitation afrer Stroke by XIE Qiurong, LIN Wanqi, ZHANG Qi, SHENG Bo, ZHANG Yanxin, HUANG Jia

“…Moreover, the intelligent assessment of upper limb motor function in stroke has focused on the FMA-UE, Brunnstrom, and WMFT scales, and the functional test for the hemiplegic upper extremity (FTHUE) scale, which is widely used in clinical practice, has not been studied. …”
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Are Treatment Services Ready for the Use of Big Data Analytics and AI in Managing Opioid Use Disorder? by Matthew Amer, Rosalind Gittins, Antonio Martinez Millana, Florian Scheibein, Marica Ferri, Babak Tofighi, Frank Sullivan, Margaret Handley, Monty Ghosh, Alexander Baldacchino, Joseph Tay Wee Teck

“… In this viewpoint, we explore the use of big data analytics and artificial intelligence (AI) and discuss important challenges to their ethical, effective, and equitable use within opioid use disorder (OUD) treatment settings. …”
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Applications of BCI and VR in cognitive diagnosis and treatment by Xianglong WAN, Anfeng FU, Yiduo YAO, Tiange LIU, Dingna DUAN, Xueguang XIE, Hao YU, Danyang LI, Dong WEN

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Wavelet-Based ensembled intelligent technique for a better quality of fault detection and classification in AC microgrids by Nityananda Giri, Pravati Nayak, Ranjan Kumar Mallick, Sairam Mishra, Aymen Flah, Habib Kraiem, Lukas Prokop, Mohammad Kanan

“…Non-stationary voltage and current signals are analysed using DWT to extract wavelet detailed coefficients, which are then used to compute the energy of these coefficients as input features for the EBDT. …”
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Hybrid intelligence systems for reliable automation: advancing knowledge work and autonomous operations with scalable AI architectures by Allan Grosvenor, Anton Zemlyansky, Abdul Wahab, Kyrylo Bohachov, Aras Dogan, Dwyer Deighan

“…We introduce a hybrid intelligence (H-I) system that fuses symbolic reasoning with advanced machine learning via a hierarchical architecture, inspired by cognitive frameworks like Global Workspace Theory (Baars, A Cognitive Theory of Consciousness, 1988).MethodsThis architecture operates across three levels to achieve autonomous, end-to-end workflows: Navigation: Using Vision Transformers, and graph-based neural networks, the system navigates file systems, databases, and software interfaces with precision. …”
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Scalable Video Processing and Frame Analysis System for Automated Monitoring of Chicken Behavior Based on Artificial Intelligence Technologies by Svitlana Antoshchuk, Oleksii Danchuk, Tetiana Kunup

“…Under these conditions, the implementation of artificial intelligence (AI) has become a necessity to ensure production stability. …”
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Lymphocyte-Infiltrated Periportal Region Detection With Structurally-Refined Deep Portal Segmentation and Heterogeneous Infiltration Features by Hung-Wen Tsai, Chien-Yu Chiou, Wei-Jong Yang, Tsan-An Hsieh, Cheng-Yi Chen, Che-Wei Hsu, Yih-Jyh Lin, Min-En Hsieh, Matthew M. Yeh, Chin-Chun Chen, Meng-Ru Shen, Pau-Choo Chung

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First-principles study of the matrix alloying effect of X (X = Cr, Mo, W, V, Ti, Si) on the bonding characteristics and mechanical properties of the NbC/Fe interface by Yutong Yu, Lisheng Zhong, Enci Han, Ke Shi, Kaiyuan Hu, Chengwen Zhang, Yunhua Xu, Jianhong Peng, Xu Hu

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Performance of surface-modified glass fiber/matrix under coupled humid environments and cyclic loading: An atomistic investigation by Yize Li, Soon Yee Wong, Fang Yenn Teo, Zechuan Yu, Li Sun, Renyuan Qin, Yu Zheng

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Nanoscaffold Ba0.6Sr0.4TiO3:Nd2O3 ferroelectric memristors crossbar array for neuromorphic computing and secure encryption by Weifeng Zhang, Jikang Xu, Yongrui Wang, Yinxing Zhang, Yu Wang, Pengfei Li, Yongqing Jia, Zhen Zhao, Changliang Li, Biao Yang, Yue Hou, Zhenqiang Guo, Zeze Huang, Yincheng Qi, Xiaobing Yan

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A Methodical Framework Utilizing Transforms and Biomimetic Intelligence-Based Optimization with Machine Learning for Speech Emotion Recognition by Sunil Kumar Prabhakar, Dong-Ok Won

“…At present, SER is an important aspect of artificial psychology and artificial intelligence, as it is widely implemented in many applications in the human–computer interface, medical, and entertainment fields. …”
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Healthcare professionals’ perspectives on artificial intelligence (AI)-based mobile applications (apps) for diabetes education and behavioural management by Phei-Ching Lim, Yung-Wey Chong, Qiu-Ting Chie, Hadzliana Zainal, Kok-Lim Alvin Yau, Soo-Huat Teoh

“…Methods Qualitative study using semi-structured interviews with 19 HCPs across Malaysia. …”
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A Distribution Adaptive Feedback Training Method to Improve Human Motor Imagery Ability by Yukun Zhang, Chuncheng Zhang, Rui Jiang, Shuang Qiu, Huiguang He

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PDAI: A green pesticide molecule design technology platform driven by high-performance computing and artificial intelligence by Ziling Zhu, Mengzhu Jia, Hao Zhou, Fan Wang

“…To overcome these obstacles, the Pesticide Discovery Artificial Intelligence (PDAI), a pioneering platform specifically tailored for the molecular design of pesticides would be a very useful tool. …”
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EEG Data Augmentation Method Based on the Gaussian Mixture Model by Chuncheng Liao, Shiyu Zhao, Xiangcun Wang, Jiacai Zhang, Yongzhong Liao, Xia Wu

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