Search Results - "Linear regression algorithm"

Risk Forecasting of Data Confidentiality Breach Using Linear Regression Algorithm by Korystin, Оleksandr, Nataliia, Svyrydiuk, Mitina, Olena

“… system’s subjects in Ukraine. In order to increase the representativeness of the research, based on the selection of reliable expert population, data cleaning is provided…”
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Forecast Analysis of Gross Regional Domestic Product based on the Linear Regression Algorithm Technique by Delimah Pasaribu, Veta Lidya, Septiani, Fauziah, Rahayu, Suharni, Lismiatun, L, Arief, Muhammad, Juanda, Angga, Sunaryo, M. Yusuf, Rahim, Robbi

“… The results show that the validated Linear Regression algorithm with K-Fold values from 2 to 10 with the sampling type linear sampling and shuffled sampling can be used and implemented with the smallest Root Mean Square Error value of IDR 9,977,431 at k = 10 for the sampling…”
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Implementation of Predicting Student Performance Using Linear Regression Algorithm by Chauthe, Ms. Kavita Ashok, Dhande, Dr. S. S.

“…) and it was collected by using school reports and questionnaires. Two datasets are provided regarding the performance in two distinct subjects: Mathematics (mat…”
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A Hybrid Meta-heuristic-based Linear Regression Algorithm for Live Virtual Machine Migration in Cloud Datacenters by Shirvani, Mirsaeid Hosseini, Babaeikiadehi, Sara

“…) prediction tool to robust forecasting resource requests for short-term near future. Once the prediction model recognizes the system is subject to over-loaded or under-loaded…”
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Application of fuzzy linear regression algorithm to power system voltage measurements by Soliman, S.A., Abdel Rahman, Mansour H., El-Hawary, M.E.

“… The problem is formulated as a linear optimization problem, where the objective is to minimize the spread of the fuzzy output for the whole data set, which is a linear function of the spread, subject…”
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Heart Rate Extraction from Photoplethysmography Signal: A Multi Model Machine Learning Approach by Miah, Md. Sazal, Bashar, Shikder Shafiul, Karim, A.H.M. Zadidul, Hasan, Zahid

“…The purpose of this research is to estimate the heart rate (HR) from wearable gadgets, for example, fingertip gadgets. As the skin of finger-tip is slight, it…”
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Power system measurements based on fuzzy linear regression algorithm for power system protection by Soliman, S.A., Rahman, M.H.A., El-Hawary, M.E.

“… The problem is formulated as a linear optimization problem, where the objective is to minimize the spread of the fuzzy output for the whole data set, which is a linear function of the spread, subject…”
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Memantine Effects on Electroencephalographic Measures of Putative Excitatory/Inhibitory Balance in Schizophrenia by Molina, Juan L., Voytek, Bradley, Thomas, Michael L., Joshi, Yash B., Bhakta, Savita G., Talledo, Jo A., Swerdlow, Neal R., Light, Gregory A.

“… The aperiodic, 1/f-like scaling property of the neural power spectra, which is thought to index relative E/I balance, was estimated using a robust linear regression algorithm…”
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Development and Prospective Validation of the Levothyroxine Dose Prediction Model in Primary Hypothyroidism by Singh, Rekha, Tandon, Ashwani, Awasthi, Ashish

“…: In this cohort, 358 subjects (259 women and 99 men) were enrolled. The median duration needed to achieve euthyroidism was 4±0.5 months…”
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A lightweight piecewise linear synthesis method for standard 12-lead ECG signals based on adaptive region segmentation by Zhu, Huaiyu, Pan, Yun, Cheng, Kwang-Ting, Huan, Ruohong

“… A personalized linear regression algorithm is then applied to these regions respectively for improved ECG synthesis…”
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Lower Body Joint Angle Prediction Using Machine Learning and Applied Biomechanical Inverse Dynamics by Choffin, Zachary, Jeong, Nathan, Callihan, Michael, Sazonov, Edward, Jeong, Seongcheol

“…) linear regression algorithm was used to create a progressive…”
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Reconstruction of 12-Lead Electrocardiogram from a Three-Lead Patch-Type Device Using a LSTM Network by Sohn, Jangjay, Yang, Seungman, Lee, Joonnyong, Ku, Yunseo, Kim, Hee Chan

“…) network that can overcome the limitations of the linear regression algorithm used for ECG reconstruction…”
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A Systematic Study on the Dilemma and Innovative Path of Rural Family Education Development in the Context of Deep Learning by Li, Jun, Yang, Qilin, Xia, Feng

“…In order to better improve the level and quality of rural family education, this paper adopts text mining technology to interpret the relevant data of rural…”
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Accelerating image reconstruction for multi-contrast MRI based on Y-Net3 by Cai, Xin, Hou, Xuewen, Sun, Rong, Chang, Xiao, Zhu, Honglin, Jia, Shouqiang, Nie, Shengdong

“… In addition, the existing data consistency fidelity method was improved. The difference between the reconstructed K-space and the original K-space was shorten by the linear regression algorithm…”
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Prediction of HIV-1 protease cleavage site from octapeptide sequence information using selected classifiers and hybrid descriptors by Onah, Emmanuel, Uzor, Philip F., Ugwoke, Ikenna Calvin, Eze, Jude Uche, Ugwuanyi, Sunday Tochukwu, Chukwudi, Ifeanyi Richard, Ibezim, Akachukwu

“…Background In most parts of the world, especially in underdeveloped countries, acquired immunodeficiency syndrome (AIDS) still remains a major cause of death,…”
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Prediction of Remaining Useful Life of Packing Sets in a Plunger-Type High-Pressure Compressor Based on the PCA/SVD Analysis and NN Model by Liang, Jin-Wei, Huang, Shyh-Chin, Lin, Chun-Ling

“…) to identify the three most important sensors out of 33 possible options which seem relevant to the subject of high-pressure packing…”
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Fluselenamyl: Evaluation of radiation dosimetry in mice and pharmacokinetics in brains of non-human primate by Sundaram, G.S.M., Jones, Lynne, Zhou, Yun, Laforest, Richard, Sharma, Vijay

“…To allow quantitative assessment of therapeutic efficacy for therapeutic interventions (either approved or undergoing FDA approvals) for either inhibiting or…”
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Implementation of an integrating sphere for the enhancement of noninvasive glucose detection using quantum cascade laser spectroscopy by Werth, Alexandra, Liakat, Sabbir, Dong, Anqi, Woods, Callie M., Gmachl, Claire F.

“… These principal components are used as regressors in a linear regression algorithm to make glucose concentration predictions, over 75…”
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A bending-active twisted-arch plywood structure: computational design and fabrication of the FlexMaps Pavilion by Laccone, Francesco, Malomo, Luigi, Pérez, Jesús, Pietroni, Nico, Ponchio, Federico, Bickel, Bernd, Cignoni, Paolo

“…Bending-active structures are able to efficiently produce complex curved shapes from flat panels. The desired deformation of the panels derives from the proper…”
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Weather Prediction based on Hybrid Deep Learning Regression by Samer Shuaa Abdul Nabi AL Mayyahi, Çevi, Mesut

“… with these changes in the weather. In this research, we present a deep hybrid model for weather forecasting in addition to the traditional machine linear regression algorithm and then compare their results…”
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