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Machine Learning Techniques for Pharmaceutical Bioinformatics
Published 2018“…This dissertation presents a novel drug classifier to automate the prediction of drug indication and drug interactions with other drugs. The study integrates knowledge visualization, analysis, as well as development of a predictive model based on the Drug-Drug Interactions (DDIs) as a complex network. …”
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Model predictive control of shell benchmark process
Published 2003“…Simultaneous control of overhead and bottoms composition in a binary distillation column using reflux and steam flow as the manipulated variables often proves to be particularly difficult because of the interaction inherent in the process. The development of model based control (MPC) theory in the past 20-25 years has provided a framework which caters for the above distillation control problem. …”
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An Integrated Model for Metaverse Adoption in Higher Education Institutions: A Structural Equation Modelling and Artificial Neural Network Approach
Published 2024“…The ANN analysis, conducted to avoid overfitting and to analyze nonlinear correlations, showed the superiority of ANN predictions over traditional regression methods, indicating high levels of precision and reliability of the ANN models. Sensitivity analysis highlighted technology characteristics as the most significant predictor of task-technology fit. …”
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Statistical Modelling and Correlation of Membrane Distillation Data
Published 2014Get full text
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LEGAL ISSUES CONNECTED WITH BUILDING INFORMATION MODELING (BIM)
Published 2016“…On the other hand, a noticeable benefit of this study is that the research findings and inference clearly illustrate how Building Information Modeling (BIM) can make significant contributions to the development of construction industry. …”
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Variation of Shear Wave Velocity with SPT-N Values in the City of Sharjah
Published 2014Get full text
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FE modeling of concrete beams and columns reinforced with FRP composites
Published 2021“…In the second part of this research, flexural behavior of RC beams reinforced with BFRP, GFRP and CFRP bars is investigated along with validation of the numerical model with the experimental tests. The results resembled the experimental observations that indicate significant effect of the FRP bar diameter and type ont he flexural capacity of the RC beams. …”
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Modeling of photovoltaic soiling loss as a function of environmental variables
Published 2017“…The ANN model performed significantly better in predicting daily ΔCIas well as cumulative CI than the linear model in term of R2 values and statistical error indexes. …”
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COVID-19 biomarkers for severity mapped to polycystic ovary syndrome
Published 2020“…<p dir="ltr">Large scale multi-omics analysis has identified significant differences in the biomarkers between COVID-19 disease and control subjects [1]. …”
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Scaffold‑based 3D cell culture models in cancer research
Published 2024“…Three-dimensional (3D) cell cultures have emerged as valuable tools in cancer research, offering significant advantages over traditional two-dimensional (2D) cell culture systems. …”
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State-of-the-art review of occupant behavior modeling and implementation in building performance simulation
Published 2023“…The main applications, advantages, and limitations of each model are discussed. The available literature on the influence of different OB patterns and occupants’ interaction with building systems, such as cooling, lighting, shading, and appliances, on building energy performance is evaluated. …”
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Ownership type, bank models, and bank performance: the case of the Yemeni banking sector
Published 2018“…</p><h3>Findings</h3><p dir="ltr">The findings of the paper substantiate that the banking models are significant performance indicators. However, the results are contingent on the GDP growth of the country. …”
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Competition vs cooperation: An agent based model for sustainable tomatoes’ import system
Published 2024“…It considers three different scenarios representing the current situation of the market in addition to a competitive and a cooperative trade network. Interactions between trade partners are modeled using two game theoretic approaches counting<u> Cournot</u><u> competition</u> and <u>Cartel</u> collusion. …”
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A Stackelberg Game Inspired Model of Real-Time Economic Dispatch with Demand Response
Published 2021“…Inspired by the Stackelberg game, the proposed model represents the interaction between the operator and the consumers. …”
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Validating a Structural Model of Destination Image, Satisfaction, and Loyalty Across Gender and Age
Published 2015“…We confirm that DI predicts satisfaction and has a significant direct and indirect effect on loyalty. After examining the validated structural model across different groups of respondents based on gender, age, and the gender by age interaction, we found that the model constructs differ across some of the groups. …”
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Comparative experimental and modelling study of the thermal and thermo-mechanical properties of LLDPE/wax blends
Published 2022“…<p>The interactions and morphology of molecules in a polymer blend influence the physical properties of the blend. …”