Search Results - "Linear Regression Algorithms"

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…”
Get full text

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…”
Get full text

Systematic Review and Regression Modeling of the Effects of Age, Body Size, and Exercise on Cardiovascular Parameters in Healthy Adults by Pradhan, Aseem, Scaringi, John, Gerard, Patrick, Arena, Ross, Myers, Jonathan, Kaminsky, Leonard A., Kung, Ethan

“…Purpose Blood pressure, cardiac output, and ventricular volumes correlate to various subject features such as age, body size, and exercise intensity…”
Get full text

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…”
Get full text

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…”
Get full text

Preliminary results toward a naturally controlled multi-synergistic prosthetic hand by Rossi, Matteo, Della Santina, Cosimo, Piazza, Cristina, Grioli, Giorgio, Catalano, Manuel, Bicchi, Antonio

“…Robotic hands embedding human motor control principles in their mechanical design are getting increasing interest thanks to their simplicity and robustness,…”
Get full text

A Multiposture Robot for Full Cycle Rehabilitation of Lower Limbs: Design and Autonomous Training by Wang, Weiqun, Shi, Weiguo, Xiang, Kexin, Ren, Shixin, Lin, Tianyu, Liu, Shengda, Liang, Xu, Wang, Jiaxing, Hou, Zeng-Guang

“…Previous rehabilitation robots were usually designed for certain stages, which causes relatively low rehabilitation efficiency. In this study, a multiposture…”
Get full text

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…”
Get full text

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…”
Get full text

Evaluating Optimality in the Control of Wearable Robotic Devices by Ingraham, Kimberly A

“…Lower-limb wearable robots, such as prostheses and exoskeletons, have the potential to fundamentally transform the mobility of millions of able-bodied and…”
Get full text

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…”
Get full text

A mathematical model for measuring scapula motion: Validated with a fluoroscopy image matching process by Nicholson, Kristen Faith

“… Techniques that attempt to quantify these measures are often inaccurate, invasive, time consuming, induce large amounts of radiation exposure, and/or require the subject to lie horizontally in an enclosed space…”
Get full text

Gait dynamic stability analysis and motor control prediction for varying terrain conditions by Mahmood, Imran, Martinez-Hernandez, Uriel, Dehghani-Sanij, Abbas A.

“…) were modelled as motor output and input responses. Finite difference and non-linear regression algorithms were implemented to model gait transitions…”
Get full text

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…”
Get full text

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…”
Get more information

Simultaneous tubular excretion and reabsorption of pindolol in man by Balant, L, Muir, K, Dayer, P, Gorgia, A, Eberlin, J L, Estreicher, J, Fabre, J

“…; a computer program using non-linear regression algorithms was used. This procedure did not give an adequate fit to the data…”
Get more information

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text