Search Results - "Alshanbari, Huda M."
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1
Prediction of Complex Stock Market Data Using an Improved Hybrid EMD-LSTM Model
Published in Applied sciences (01-02-2023)“…Because of the complexity, nonlinearity, and volatility, stock market forecasting is either highly difficult or yields very unsatisfactory outcomes when…”
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2
Sequence based model using deep neural network and hybrid features for identification of 5-hydroxymethylcytosine modification
Published in Scientific reports (20-04-2024)“…RNA modifications are pivotal in the development of newly synthesized structures, showcasing a vast array of alterations across various RNA classes. Among…”
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3
A New Approach to Empirical Mode Decomposition Based on Akima Spline Interpolation Technique
Published in IEEE access (01-01-2023)“…The objective of this research work is to extend the scope of empirical mode decomposition (EMD) algorithm, as an efficient tool to decompose the nonlinear and…”
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4
Performance of Bayesian EWMA control chart with measurement error under ranked set sampling schemes with application in industrial engineering
Published in Scientific reports (28-08-2023)“…The objective of this study is to investigate the behavior of the Bayesian exponentially weighted moving average (EWMA) control chart in the presence of…”
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5
A New Power Topp-Leone distribution with applications to engineering and industry data
Published in PloS one (17-01-2023)“…We introduced a brand-new member of the family that is going to be referred to as the New Power Topp-Leone Generated (NPTL-G). This new member is one of a…”
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6
A new improved generalized class of estimators for population distribution function using auxiliary variable under simple random sampling
Published in Scientific reports (03-04-2023)“…This article aims to suggest a new improved generalized class of estimators for finite population distribution function of the study and the auxiliary…”
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7
A simulation study: Improved ratio-in-regression type variance estimator based on dual use of auxiliary variable under simple random sampling
Published in PloS one (18-11-2022)“…In this article, we proposed an improved finite population variance estimator based on simple random sampling using dual auxiliary information. Mathematical…”
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8
A Weighted Cosine-G Family of Distributions: Properties and Illustration Using Time-to-Event Data
Published in Axioms (01-09-2023)“…Modeling and predicting time-to-event phenomena in engineering, sports, and medical sectors are very crucial. Numerous models have been proposed for modeling…”
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Improved nonparametric survival prediction using CoxPH, Random Survival Forest & DeepHit Neural Network
Published in BMC medical informatics and decision making (07-05-2024)“…In recent times, time-to-event data such as time to failure or death is routinely collected alongside high-throughput covariates. These high-dimensional…”
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A Novel Probabilistic Approach Based on Trigonometric Function: Model, Theory with Practical Applications
Published in Symmetry (Basel) (01-08-2023)“…Proposing new families of probability models for data modeling in applied sectors is a prominent research topic. This paper also proposes a new method based on…”
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11
On the Implementation of the Artificial Neural Network Approach for Forecasting Different Healthcare Events
Published in Diagnostics (Basel) (31-03-2023)“…The rising number of confirmed cases and deaths in Pakistan caused by the coronavirus have caused problems in all areas of the country, not just healthcare…”
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12
A New Generator of Probability Models: The Exponentiated Sine-G Family for Lifetime Studies
Published in Entropy (Basel, Switzerland) (24-10-2021)“…In this article, we propose the exponentiated sine-generated family of distributions. Some important properties are demonstrated, such as the series…”
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13
Hybrid EWMA Control Chart under Bayesian Approach Using Ranked Set Sampling Schemes with Applications to Hard-Bake Process
Published in Applied sciences (01-03-2023)“…A memory-type control chart is an important tool of statistical process control for monitoring small to moderate shifts in the manufacturing process. Using the…”
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14
Modeling of System Availability and Bayesian Analysis of Bivariate Distribution
Published in Symmetry (Basel) (01-09-2023)“…To meet the desired standard, it is important to monitor and analyze different engineering processes to obtain the desired output. The bivariate distributions…”
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15
A New Modification of the Weibull Distribution: Model, Theory, and Analyzing Engineering Data Sets
Published in Symmetry (Basel) (01-05-2024)“…Symmetrical as well as asymmetrical statistical models play a prominent role in describing and predicting the real-world phenomena of nature. Among other…”
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16
A New Tangent-Generated Probabilistic Approach with Symmetrical and Asymmetrical Natures: Monte Carlo Simulation with Reliability Applications
Published in Symmetry (Basel) (01-11-2023)“…It is proven evidently that probability distributions have a significant role in data modeling for decision-making. Due to the indispensable role of…”
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17
A New Sine-Based Distributional Method with Symmetrical and Asymmetrical Natures: Control Chart with Industrial Implication
Published in Symmetry (Basel) (01-10-2023)“…Control charts are widely used in quality control and industrial sectors. Because of their important role, researchers are focusing on the development of new…”
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18
A New Cosine-Originated Probability Distribution with Symmetrical and Asymmetrical Behaviors: Repetitive Acceptance Sampling with Reliability Application
Published in Symmetry (Basel) (01-12-2023)“…Several new acceptance sampling plans using various probability distribution methods have been developed in the literature. However, there is no published work…”
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Copula Approach for Dependent Competing Risks of Generalized Half-Logistic Distributions under Accelerated Censoring Data
Published in Symmetry (Basel) (01-02-2023)“…In medicals sciences and reliability engineering, the failure of individuals or units (I/Us) occurs due to independent causes of failure. In general, the…”
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A new family of distributions using a trigonometric function: Properties and applications in the healthcare sector
Published in Heliyon (15-05-2024)“…Probability distributions play a pivotal and significant role in modeling real-life data in every field. For this activity, a series of probability…”
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