Extending the Applicability of a Two-Step Vectorial Method with Accelerators of Order Five for Solving Systems of Equations by Ioannis K. Argyros, Stepan Shakhno, Yurii Shunkin, Samundra Regmi, Nirjal Shrestha

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Avaliação de um Modelo de Maturidade para Adoção de Learning Analytics em Instituições de Ensino Superior / Evaluation of a Maturity Model for the Adoption of Learning Analytics in... by Elyda Laisa Soares Xavier Freitas, Fernando da Fonseca de Souza, Vinicius Cardoso Garcia, Taciana Pontual da Rocha Falcão, Elaine Cristina Moreira Marques, Rafael Ferreira Mello

基于DSP的风力发电机齿轮箱故障诊断系统的研究与应用 by 史霞飞, 潘宏侠, 何强

“…Wind turbine gearbox is the most failure frequency component of the wind turbine.For the non-smooth characteristics of the most gearbox vibration signals,a wind turbine gearbox fault diagnosis system is designed,which takes DSP TMS320F28335 as its core processor and can run independently without master computer.The hardware platform of system is built with various peripheral module of TMS320F28335,including the data acquisition of analog,frequency and digital signal acquisition and the communication function of ethernet and CAN bus.The acquired data is processed by EMD algorithm which decompose the vibration signal into IMF components,and then,with the Hilbert transform,and an accurate signal Hilbert marginal spectra is obtained.According to the Hilbert marginal spectra,the potential failure information is got.Tests show that,the system can effectively diagnose the fault of gearbox.…”
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Crime Type Identification Using High-Order Deep Residual Network with Multiple Attention Algorithm by Dawei Qiu, Chang Liu, Yuangfeng Shang, Zixu Zhao, Jinlin Shi

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Optimal Investment with Multiple Risky Assets for an Insurer in an Incomplete Market by Hui Zhao, Ximin Rong, Jiling Cao

“…This paper studies the optimal investment problem for an insurer in an incomplete market. The insurer's risk process is modeled by a Lévy process and the insurer is supposed to have the option of investing in multiple risky assets whose price processes are described by the standard Black-Scholes model. …”
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Foundation models and intelligent decision-making: Progress, challenges, and perspectives by Jincai Huang, Yongjun Xu, Qi Wang, Qi (Cheems) Wang, Xingxing Liang, Fei Wang, Zhao Zhang, Wei Wei, Boxuan Zhang, Libo Huang, Jingru Chang, Liantao Ma, Ting Ma, Yuxuan Liang, Jie Zhang, Jian Guo, Xuhui Jiang, Xinxin Fan, Zhulin An, Tingting Li, Xuefei Li, Zezhi Shao, Tangwen Qian, Tao Sun, Boyu Diao, Chuanguang Yang, Chenqing Yu, Yiqing Wu, Mengxian Li, Haifeng Zhang, Yongcheng Zeng, Zhicheng Zhang, Zhengqiu Zhu, Yiqin Lv, Aming Li, Xu Chen, Bo An, Wei Xiao, Chenguang Bai, Yuxing Mao, Zhigang Yin, Sheng Gui, Wentao Su, Yinghao Zhu, Junyi Gao, Xinyu He, Yizhou Li, Guangyin Jin, Xiang Ao, Xuehao Zhai, Haoran Tan, Lijun Yun, Hongquan Shi, Jun Li, Changjun Fan, Kuihua Huang, Ewen Harrison, Victor C.M. Leung, Sihang Qiu, Yanjie Dong, Xiaolong Zheng, Gang Wang, Yu Zheng, Yuanzhuo Wang, Jiafeng Guo, Lizhe Wang, Xueqi Cheng, Yaonan Wang, Shanlin Yang, Mengyin Fu, Aiguo Fei

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DFL: Dynamic Federated Split Learning in Heterogeneous IoT by Eric Samikwa, Antonio Di Maio, Torsten Braun

“…Secondly, the heterogeneous computing and communication resources in IoT devices often result in unstable training processes that slow down the training of a global model and affect energy consumption. …”
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Anomaly-Aware Tropical Cyclone Track Prediction Using Multi-Scale Generative Adversarial Networks by He Huang, Difei Deng, Liang Hu, Nan Sun

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A systematic review on current and future prospects of 5G communications by Mounika Tummala, Punith Bekal, Pramod Kumar, Shalini Puri, Sanyog Rawat, Anjali Kumari

“…Implementing innovative financial models, enhancing energy efficiency, streamlining regulatory processes, ensuring robust data security, and fostering inclusive collaboration are crucial for overcoming 5G deployment challenges and unlocking its full potential.…”
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A Cross-Chain-Based Access Control Framework for Cloud Environment by Saad Belcaid, Mostapha Zbakh, Siham Aouad, Abdellah Touhafi, An Braeken

“…A cross-chain-based methodology is used, in which transactions and interactions between multiple blockchains and cloud computing systems are supported, such that no separate third-party certificates are required in the authentication and authorization processes. …”
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Technology Foresight and Sustainable Innovation Development in the Complex Dynamical Systems View by Klaus Mainzer

“…They are more than the sum of multiple intelligent computing devices. CPS transform into collective social systems, integrate information, energy, and material flows, and adapt to physical processes.Cyber-physical systems can offer a sustainable information infrastructure which serves as a prerequisite for building up the innovation potential of a company, region, or country. …”
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Optimization of robotic spray painting trajectories using machine learning for improved surface quality by Ritesh Bhat, M. Karuppasamy, M. Maragatharajan, Anandakumar Haldorai, E. Nirmala, Nithesh Naik

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Construction of parallel one-dimensional interpolators in C++ by F. V. Abilova, M. V. Abilov, E. V. Selimkhanov

“…The work uses the GSL and Eigen libraries to implement interpolators and optimize computational processes. Linear, quadratic, and cubic interpolators are used to compare performance, and a one-dimensional RBF interpolator is being developed. …”
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Compassionate Care with Autonomous AI Humanoid Robots in Future Healthcare Delivery: A Multisensory Simulation of Next-Generation Models by Joannes Paulus Tolentino Hernandez

“…Quantum and neuromorphic computing may enable humanoid robots to empathetically respond to human emotions, based on Jean Watson’s ten caritas processes for creating transpersonal states. …”
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Parallel Methods and Higher Dimensional NLS Equations by M. S. Ismail, T. R. Taha

“…These schemes are very well suited for parallel implementation on a high performance system with many processors due to the nature of the computation that involves solving the same block tridiagonal systems with many right hand sides. …”
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PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM by Nirwan Sinuhaji, Benar, Romulo P. Aritonang

“…This study will use an artificial neural network using the linear predictive coding and fast methods as an initial processor. The voice signal obtained from the recording results is processed by a computer with the FFT algorithm so that a digital signal is obtained, then parsed, the results of the feature extraction with the FFT method then become the input of the LPC method and then implemented into the Artificial Neural Network. …”
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IIoT’s Risk Odyssey: Navigating the Risk Propagation of Illegal Information Flows by Argiro Anagnostopoulou, Ioannis Mavridis, Michael Athanasopoulos, Alexios Mylonas, Dimitris Gritzalis

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Survey of video behavior recognition by Huilan LUO, Chanjuan WANG, Fei LU

“…Behavior recognition is developing rapidly,and a number of behavior recognition algorithms based on deep network automatic learning features have been proposed.The deep learning method requires a large number of data to train,and requires higher computer storage and computing power.After a brief review of the current popular behavior recognition method based on deep network,it focused on the traditional behavior recognition methods.Traditional behavior recognition methods usually followed the processes of video feature extraction,modeling of features and classification.Following the basic process,the recognition process was overviewed according to the following steps,feature sampling,feature descriptors,feature processing,descriptor aggregation and vector coding.At the same time,the benchmark data set commonly used for evaluating the algorithm performance was also summarized.…”
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A multiscale brain emulation-based artificial intelligence framework for dynamic environments by Yong Xie

“…It simulates the structure and computational mechanisms of biological brains on multiple scales, encompassing multi-compartment neuron architectures, diverse synaptic connection modalities, neural microcircuits, cortical columns, and brain regions, as well as biochemical processes including facilitation, feedforward inhibition, short-term potentiation, and short-term depression, all grounded in solid neuroscience. …”
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Bibliometric analysis of financial management research issues in the information technologies field by O.Yu. Polchanov

“…The rapid evolutionary processes associated with the development and implementation of technological innovations have profoundly changed organizational processes in various industries, with the IT sector standing out as the most visible change. …”
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