On the Problem of Energy Balanced Relay Sensor Placement in Wireless Sensor Networks by Jie Jia, Guiyuan Zhang, Xueli Wu, Jian Chen, Xingwei Wang, Xiaolei Yan

“…Balanced energy depletion is an important way to prolong network lifetime for wireless sensor networks. Traditional algorithms mainly aim at maximizing network coverage rate with uniform sensor node distribution. …”
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Intelligent Injection Molding on Sensing, Optimization, and Control by Peng Zhao, Jianfeng Zhang, Zhengyang Dong, Junye Huang, Hongwei Zhou, Jianzhong Fu, Lih-Sheng Turng

“…Finally, conclusions are drawn to discuss future research directions and technologies, as well as algorithms worthy of being explored and developed.…”
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A Novel Prediction Model for Car Body Vibration Acceleration Based on Correlation Analysis and Neural Networks by Shubin Zheng, Qianwen Zhong, Xiaodong Chai, Xingjie Chen, Lele Peng

“…Taking the selected parameters and previous car body vibration acceleration as the inputs, a prediction model for car body vibration acceleration was established based on several training algorithms and neural network structures. Then, the model was successfully applied to predict the car body vibration acceleration of test datasets on different segments of the same railway. …”
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Scilab-RL: A software framework for efficient reinforcement learning and cognitive modeling research by Jan Benad, Frank Röder, Manfred Eppe

“…Many open source implementations of current RL algorithms exist, but there is a lack of a modular suite of tools combining different robotic simulators and platforms, data visualization, hyperparameter optimization, and baseline experiments. …”
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Maximum Likelihood Inference for Univariate Delay Differential Equation Models with Multiple Delays by Ahmed A. Mahmoud, Sarat C. Dass, Mohana S. Muthuvalu, Vijanth S. Asirvadam

“…The maximum likelihood estimator is obtained based on adaptive grid and Newton-Raphson algorithms. Our methodology estimates correctly the delay parameters as well as other unknown parameters (such as the initial starting values) of the dynamical system based on simulation data. …”
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Pareto Optimality Conditions and Duality for Vector Quadratic Fractional Optimization Problems by W. A. Oliveira, A. Beato-Moreno, A. C. Moretti, L. L. Salles Neto

“…These conditions might be useful to determine termination criteria in the development of algorithms.…”
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Design and digital transition. New design-driven challenges for techno-social innovation by Salvatore Di Dio, Benedetto Inzerillo, Francesco Monterosso, Dario Russo

“… How can it be possible to work salvifically on an asphyxiated society that is being dragged down by turbo-capitalism, the ‘soft tyranny’ of algorithms and ‘data-cracy’ and marked by hegemonic and centralised socio-technical systems? …”
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Grad Ready: Enhancing graduate readiness through intelligent mobile application by Hanan ALOTAIBI, Shireen S. SAIFUDDIN

“…It is an intelligent mobile app that bridges the gap between academic knowledge and the professional skill requirements for computer science graduates using matching algorithms to enable companies to target and recruit them. …”
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Hybrid Quantum Cycle Generative Adversarial Network for Small Molecule Generation by Matvei Anoshin, Asel Sagingalieva, Christopher Mansell, Dmitry Zhiganov, Vishal Shete, Markus Pflitsch, Alexey Melnikov

“…The new hybrid quantum machine learning algorithms, as well as the achieved scores of pharmacokinetic properties, contribute to the development of fast and accurate drug discovery processes.…”
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MODERN ARCHITECTURE BOARD INFORMATION AND CONTROL SYSTEMS OF HEAVY VEHICLES by V. V. Filinov, S. A. Mikaeva, M. S. Rodyukov, A. V. Filinova

“…Therefore, MN and MAN carry different information about the physical and mechanical properties of steels, and the parameters of their signals in interrelation can be used to construct new algorithms for monitoring and diagnosing the physical and mechanical properties of articles made of ferromagnetic materials, for example, the stressed state of the critical products from these steels. …”
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TV-Based Caring Videophone System for the Elderly in the Smart Home Environment by Jingshuang Shen, Chongyang Zhang, Chuanwen Jiang

“…Based on Support Vector Machine (SVM) algorithms, an evaluation model is also developed with the data collected from the embedded multimedia device. …”
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A Novel Approximation Method for Solving Ordinary Differential Equations Using the Representation of Ball Curves by Abdul Hadi Bhatti, Sharmila Karim, Ala Amourah, Ali Fareed Jameel, Feras Yousef, Nidal Anakira

“…To achieve minimal error and higher accuracy in approximate solutions, researchers have focused on developing algorithms using various numerical techniques. This study proposes the application of Ball curves, specifically the Said–Ball curve, for estimating solutions to higher-order ODEs. …”
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Layered Capacity-Based Relay-and-Antenna Joint Selection for MIMO-AF-Multiple-Relay Systems in Correlated Channels by Chia-Chang Hu, Jheng-Siang Li, Bo-Liang Wu

“…Finally, simulations are conducted to compare the channel capacity of the proposed two-layered antenna selection technique with other existing antenna selection algorithms for half-duplex AF-MIMO multiple-relay systems.…”
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Sarcasm Text Detection on News Headlines Using Novel Hybrid Machine Learning Techniques by Neha Singh, Umesh Chandra Jaiswal

“…To identify humorous news headlines, this article assessed vectorization algorithms and several machine learning models. The recommended hybrid technique using the bag-of-words and TF-IDF feature vectorization models is compared experimentally to other machine learning approaches. …”
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Active Disturbance Rejection Synchronization of Morris-Lecar Neurons by Wei Wei, Yanjie Shao, Min Zuo

“…Numerous reported synchronization algorithms are designed on the basis of neural model, but they have deficiencies like relatively complex and poor robustness and are difficult to be realized. …”
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Modern aspects of diagnostics and treatment of <i>H. pylori</i> infection from standpoint of stomach cancer prophylaxis by A. A. Sheptulin, T. L. Lapina

“…According to conclusion of the majority of publications and data of meta-analyses, nowadays both bismuth-based and bismuth-free quadrotherapy are considered as the most effective treatment algorithms.Conclusion. For estimation of role of H. pylori infection in development of various diseases, and to improve management of patients further studies are required.…”
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Interferon-free therapy of chronic hepatitis C: replacement of medications or new treatment paradigm? by S. N. Batskikh

“…New variants of the AVT providing combined application of agents with direct antiviral action (without interferon and ribavirin), will allow to simplify algorithms principally, decrease terms and improve efficacy of treatment in all categories of patients. …”
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A Real-Time Facial Expression Recognition System for Online Games by Ce Zhan, Wanqing Li, Philip Ogunbona, Farzad Safaei

“…To meet the specific requirements of such a system, a number of algorithms are studied, improved, and extended. In particular, Viola and Jones face-detection method is extended to detect small-scale key facial components; and fixed facial landmarks are used to reduce the computational load with little performance degradation in the recognition accuracy.…”
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Video Denoising Based on a Spatiotemporal Kalman-Bilateral Mixture Model by Chenglin Zuo, Yu Liu, Xin Tan, Wei Wang, Maojun Zhang

“…Experimental results show that the performance of our proposed method is competitive when compared with state-of-the-art video denoising algorithms based on both peak signal-to-noise-ratio and structural similarity evaluations.…”
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Robust Command Filtered Adaptive Backstepping Control for a Quadrotor Aircraft by Yicheng Liu, Junhui Ma, Haiyan Tu

“…Different from most of the existing control algorithms, the proposed method does not adopt the dual-loop scheme in which the design is divided into position control and attitude control. …”
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