A Stock Prediction Model Based on Cart and Boosting Algorithm by WANG Yu, CHEN De-yun, TANG Yuan-xin

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A novel model for malaria prediction based on ensemble algorithms. by Mengyang Wang, Hui Wang, Jiao Wang, Hongwei Liu, Rui Lu, Tongqing Duan, Xiaowen Gong, Siyuan Feng, Yuanyuan Liu, Zhuang Cui, Changping Li, Jun Ma

“…However, a stacking architecture can solve this problem by combining distinct algorithms and models. This study compares the performance of traditional time series models and deep learning algorithms in malaria case prediction and explores the application value of stacking methods in the field of infectious disease prediction.…”
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Regional Source-Type Discrimination Using Nonlinear Alignment Algorithms by Marlon D. Ramos, Rigobert Tibi, Christopher J. Young, Erica L. Emry

“…We highlight the potential of these nonlinear alignment algorithms for discrimination and comment on ways we can extend the framework presented here.…”
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Diagnostics and treatment abdominal pain algorithm: expert council resolution by V. T. Ivashkin, I. V. Mayev, T. L. Lapina, M. F. Osipenko, M. A. Livzan, Yu. A. Kucheryavy, V. B. Grynevich, Ye. K. Baranskaya, O. M. Drapkina, A. A. Sheptulin, D. I. Abdulganiyeva, O. P. Alekseyeva, N. V. Korochanskaya, V. I. Mordasova, Ye. A. Poluektova, L. V. Prokhorova, Ye. I. Sas, A. S. Trukhmanov, L. P. Faizova, S. V. Cheremushkin

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Fetal health classification with predictive algorithm by using Ensemble Model by Devi V. Sowmya, Kancharakuntla Manoj Reddy, Paleti Goutam Nayudu, Madhunala Akash

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Degeneralization Algorithm for Generation of Büchi Automata Based on Contented Situation by Laixiang Shan, Jun Qin, Mingshi Chen, Zheng Qin

“…We present on-the-fly degeneralization algorithm used to transform generalized Büchi automata (GBA) into Büchi Automata (BA) different from the standard degeneralization algorithm. …”
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An Iterative Optimization Algorithm for Planning Spacecraft Pathways Through Asteroids by Valentino Santucci

“…In this article, we explore the use of meta-heuristic algorithms for costly black-box permutation optimization problems. …”
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Exact and approximation algorithms for sensor placement against DDoS attacks by Dariusz Nogalski, Konstanty Junosza-Szaniawski, Agnieszka Wójcik

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PCI planning method based on genetic algorithm in LTE network by Panxing LI, Jing WANG

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Machine learning algorithm for the rapid and accurate detection of Plasmodium falciparum by Mr Andrew Hill

“…Methods: Machine learning algorithms (MLA) consisting of a family of tiny (3,911 to 100,000 parameters) hybrid convolutional neural network / encoder-decoder models were developed which output a both a label {Parasite, Normal} and a confidence. …”
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New SNR estimation algorithm based on relevance vector machine by Bo HAN, Jie WU, Hua XU, Hai-ou SHEN, Peng LI

“…A new SNR estimation algorithm based on relevance vector machine (RVM) was proposed,it can not only be used under the flat fading channel,but also meet the request of larger estimation range and higher estimation accuracy of PSK.The estimation model was created by using RVM,based on the relation between the SNR and the two-order moments and four-order moments,and the reliable weights of the model can be figured out by straining and studying.Simulation results show that this algorithm has lots of advantages,for example,it uses less data and has larger estimation range than general algorithm,in addition,its estimation accuracy becomes higher in the effective estimation rang,and it is applicable to more modulation signals.…”
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An Experimental Analysis on Scalable Implementations of the Alternating Least Squares Algorithm by Dânia Meira, José Viterbo, Flavia Bernardini

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Does an Algorithm Replace Clinical and Sports Judgment in Exercise Prescription? by Jhony Jairo Cárdenas Garay, Carlos Alberto Romero Cuestas, Brian Johan Bustos Viviescas

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A robust audio steganography algorithm based on differential evolution by Zhaopin SU, Chaoyong SHEN, Guofu ZHANG, Feng YUE, Donghui HU

“…., segmented scaling parameters and steganography capacity) and imperceptibility as well as robustness was analyzed.Next, a multi-objective optimization model of audio steganography was presented, in which segmented scaling parameters and steganography capacity were decision variables, imperceptibility and steganography capacity were optimization objectives, and the signal-to-noise ratio was a constraint.Then, a robust audio steganography algorithm based on differential evolution was proposed, including the corresponding encoding, fitness function, crossover and mutation operators.Finally, comparative experimental results show that the proposed steganography algorithm can achieve better robustness against common signal processing attacks on the premise of ensuring imperceptibility and anti-detection.…”
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Simulated Annealing-Based Krill Herd Algorithm for Global Optimization by Gai-Ge Wang, Lihong Guo, Amir Hossein Gandomi, Amir Hossein Alavi, Hong Duan

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A New Symmetric Rank One Algorithm for Unconstrained Optimization by Abbas Al-Bayati, Salah Shareef

“…In this paper, a new symmetric rank one for unconstrained optimization problems is presented. This new algorithm is used to solve symmetric and positive definite matrix. …”
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Algorithm of Encrypting Digital Image Using Chaos Neural Network by Ying Mao

“…This paper presents a visual image encryption algorithm based on the compressed sensing method of the Hopfield chaotic neural network. …”
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High-precision symbol timing algorithm for specific emitter identification by Yiwei PAN, Hua PENG, Tianyun LI, Wenya WANG

“…The existing symbol timing algorithms have the problems that the method of delay estimation is improper and the calculation precision of the interpolation is insufficient for the pretreatment of specific emitter identification.A high-precision symbol timing algorithm was proposed to solve these problems.Aiming at the former problem,a two-step estimation method was adopted,rough estimation of delay was firstly obtained by the forward algorithm,and then the accurate value was acquired through local search with the demodulated symbols.For the latter problem,a window-based approach was used to design an interpolating filter which could optimize the anti-aliasing characteristics and improve the calculation accuracy.Simulation results show that the proposed algorithm can effectively solve the above problems and achieve better recognition results in the radiation source recognition compared with the conventional symbol timing algorithm.…”
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A Genetic Algorithm for Site-Specific Management Zone Delineation by Francisco Huguet, Lluís M. Plà-Aragonés, Víctor M. Albornoz, Mauricio Pohl

Subjects: “…genetic algorithms…”
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An Effective Algorithm for Video-Based Parking and Drop Event Detection by Gang Li, Huansheng Song, Zheng Liao

“…However, these algorithms significantly depend on the background and are lack of accuracy on the type of distinction. …”
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