A collaborative approach to advancing research and training in Public Health Data Science—challenges, opportunities, and lessons learnt by Elisha Abade, Wondwossen Mulugeta, Idah Orowe, Getachew Hailemariam, Patrick Weke, Rahel Bekele, Isabelle Zaugg, Jeff Goldsmith, Tiffany Sanchez, Kiros Berhane

“…The lack of human capacity and resources for public health data analysis as well as the dire need to use modern technology for better understanding and possible intervention cannot be dealt with currently available educational programs and computing infrastructure, demanding a great deal of collaboration and investments within Africa and with the Global North This paper describes processes undertaken to establish sustainable research training programs and to train a new generation of data scientists with knowledge, mentoring, professional skills, and research immersion. …”
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Enhancing liver disease diagnosis with hybrid SMOTE-ENN balanced machine learning models—an empirical analysis of Indian patient liver disease datasets by Ritu Rani, Garima Jaiswal, Nancy, Lipika, Shashi Bhushan, Fasee Ullah, Prabhishek Singh, Manoj Diwakar, Manoj Diwakar

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A correlation-based binary particle swarm optimization method for feature selection in human activity recognition by Huaijun Wang, Ruomeng Ke, Junhuai Li, Yang An, Kan Wang, Lei Yu

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Research on digital twin technology and its application in intelligent operation and maintenance of high-speed railway infrastructure by Yi liu, Ping Li, Boqing Feng, Peifen Pan, Xueying Wang, Qiliang Zhao

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Non-Invasive Differential Temperature Monitoring Using Sensor Array for Microwave Hyperthermia Applications: A Subspace-Based Approach by Ji Wu, Fan Yang, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai

“…The results demonstrate that our method maintains consistent performance across different temperature levels (38–45 °C), achieving reconstruction accuracy within ±0.2 °C at SNR = 30 dB and ±0.5 °C at SNR = 20 dB. While the computational overhead of calculating primary induced currents slightly increases the overall processing time, it leads to a faster convergence in the cost function minimization. …”
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NOTE: non-parametric oversampling technique for explainable credit scoring by Seongil Han, Haemin Jung, Paul D. Yoo, Alessandro Provetti, Andrea Cali

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Comprehensive Review and Future Research Directions on ICT Standardisation by Mohammed Najah Mahdi, Ray Walshe, Sharon Farrell, Harshvardhan J. Pandit

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SOSerbia: Android-Based Software Platform for Sending Emergency Messages by Mihailo Jovanovic, Ivan Babic, Milan Cabarkapa, Jelena Misic, Sasa Mijalkovic, Vojkan Nikolic, Dragan Randjelovic

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Enhancing geometric modeling in convolutional neural networks: limit deformable convolution by Wei Wang, Yuanze Meng, Han Li, Guiyong Chang, Shun Li, Chenghong Zhang

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KediNet: A Hybrid Deep Learning Architecture for Thai Dessert Recognition by Nawanol Theera-Ampornpunt, Panisa Treepong, Naphadon Phokabut, Sarawut Phlaichana

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A Delivery Robot Cloud Platform Based on Microservice by Zuozhong Yin, Jihong Liu, Bin Chen, Chuanjun Chen

“…Delivery robots face the problem of storage and computational stress when performing immediate tasks, exceeding the limits of on-board computing power. …”
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HiCoACR: A reconfiguration decision-making model for reconfigurable security protocol based on hierarchically collaborative ant colony by Zhuo Yi, Ying Liao, Xuehui Du, Xin Lu, Lifeng Cao

“…While the Worker schedules most suitable cryptogram resources for each sub-goal received and produces the optimal reconfiguration solution which is verified and re-optimized by a Lévy process–based stochastic gradient descent algorithm. …”
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Predicting student next-term performance in degree programs using AI-based approach: a case study from Ghana by John-Bosco Diekuu, M. S. Mekala, Ulric Sena Abonie, John Isaacs, Eyad Elyan

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A Systematic Review into the Application of Ground-Based Interferometric Radar Systems for Bridge Monitoring by Saeed Sotoudeh, Livia Lantini, Stephen Uzor, Fabio Tosti

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Design, Fabrication, and Application of Large-Area Flexible Pressure and Strain Sensor Arrays: A Review by Xikuan Zhang, Jin Chai, Yongfu Zhan, Danfeng Cui, Xin Wang, Libo Gao

“…For wireless integration, enhancing energy efficiency through low-power communication protocols and addressing signal interference and stability are critical for seamless operation. Real-time data processing requires innovative solutions such as edge computing and machine learning algorithms, ensuring low-latency, high-accuracy data interpretation while preserving the flexibility of sensor arrays. …”
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Discussion on the Development of Integrated Circuits and Photonics-electronics Convergence by ZHANG Xinquan, XIAO Xi

“…Now photonics is being generalized from traditional transmission technology to Information Communications Technology (ICT) full-scale connection technology, and gradually entering complex functional domains such as computing, processing, and routing. Photonics-electronics convergence has gradually become an important development direction of information technology. …”
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Digital transformation readiness of Kazakhstani enterprises: Mapping regional and sectoral capacities by Zaira Satpayeva, Zhanibek Bekmurat, Tunç Medeni, Dana Kangalakova, Liangliang Xue

“…Kazakhstani enterprises are characterized by a high level of basic digital readiness (81.4% of enterprises had computers, 79.5% – Internet access), an unsatisfactory level of advanced digital readiness (5.6% of enterprises had IT-specialists, 1.1% – own data centers, 3.1% – implemented business processes innovations in information and communication systems), and digital maturity (26.5% of enterprises had Internet resources, electronic invoices – 79.1%, automated internal business processes – 16.7%, cloud computing – 11.0%, big data technologies – 1.9%, and RFID technologies – 1.1%). …”
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Information and measuring system for geometric and motion parameters determination of industrial products by their video images by Yurii Podchashynskyi, Oksana Luhovykh, Anna Polianska, Volodymyr Nevmerzhytskyi

“…Modern hardware and software such as a digital video camera and a computing module (personal computer); Python programming language with the OpenCV image processing library are used to build the system ensuring the measurement of geometric and motion parameters of products. …”
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A nonrevisiting genetic algorithm based on multi-region guided search strategy by Qijun Wang, Chunxin Sang, Haiping Ma, Chao Wang

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Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimer’s Disease by Ali H. Husseen Al-Nuaimi, Emmanuel Jammeh, Lingfen Sun, Emmanuel Ifeachor

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