Detection of statistically significant network changes in complex biological networks by Raghvendra Mall (581171)

“…</p><h3>Methods</h3><p dir="ltr">In this paper, we propose an improvement over the state-of-the-art based on the Generalized Hamming Distance adopted for evaluating the topological difference between two networks and estimating its statistical significance. The proposed procedure exploits a more effective model selection criteria to generate <i>p</i>-values for statistical significance and is more efficient in terms of computational time and prediction accuracy than literature methods. …”

Forecasting model to predict project success based on the contractors’ characteristics by AlSuwaidi, Khalid Waleed Rashid Deemas

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Kidney Ensemble-Net: Enhancing Renal Carcinoma Detection Through Probabilistic Feature Selection and Ensemble Learning by Zaib Akram (22224541)

Investigating Senior and Middle Level Leaders’ Perceptions of the Implementation of School Inspection Models in Selected Dubai and Northern Emirates Private Schools by EZZELDIN, ESMAT

“…In view of this, the main aim of this study is to investigate senior and middle leaders’ perceptions of the implementation of the school inspection models in selected private schools. The theoretical framework of the thesis is based on the following theories: Taylors’ Scientific Management Theory; School Inspection Effects and Causal Mechanism Model; School Inspection Effects and Effectiveness Model; and School Inspection Outcome Model. …”
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Low-Complexity Machine Learning-based Behavioral Modeling of Power Amplifiers by Aziz, Mohammad Rabih

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Board changes and CEO turnover by Dah, Mustafa A.

“…For firms that decrease independence, the CEO turnover performance sensitivity significantly decreases following SOX. …”
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Critical Review of the Evolution of Project Delivery Methods in the Construction Industry by Ahmed, Salma

“…Selecting the appropriate project delivery method (PDM) is a very significant managerial decision that impacts the success of construction projects. …”
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Cost analysis of agricultural greenhouse yield production using spectrum selective fluids by Muhammad Usman Sajid (14778232)

“…Greenhouses offer crop protection but require significant energy, especially for cooling in hot climates. …”

A slow but steady nanoLuc: R162A mutation results in a decreased, but stable, nanoLuc activity by Wesam S. Ahmed (10170053)

“…<p dir="ltr">NanoLuc (NLuc) <u>luciferase</u> has found extensive application in designing a range of <u>biologica</u><u>l</u><u> assays,</u> including <u>gene expression analysis</u>, protein-protein interaction, and protein conformational changes due to its enhanced brightness and small size. …”

Methodology for Selection of Agile Practices by Saleh, Majd H.

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Variable Selection in Data Analysis: A Synthetic Data Toolkit by Mitra, Rohan

“…Variable (feature) selection plays an important role in data analysis and mathematical modeling. …”
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Lewy body-like alpha-synuclein inclusions trigger reactive microgliosis prior to nigral degeneration by Megan F. Duffy (5713772)

Glass Selection for High-Rise Residential Buildings in the United Arab Emirates based on Life Cycle Cost Analysis by Mokhtar, Ahmed

“…The architect's decision to select a glass type for a high rise building has significant impact on both the initial and the running cost of a building. …”
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TIDCS: A Dynamic Intrusion Detection and Classification System Based Feature Selection by Zina Chkirbene (16869987)

“…However, high dimensional data present a significant challenge for machine learning techniques. …”

UniBFS: A novel uniform-solution-driven binary feature selection algorithm for high-dimensional data by Behrouz Ahadzadeh (19757022)

“…<p>Feature selection (FS) is a crucial technique in machine learning and data mining, serving a variety of purposes such as simplifying model construction, facilitating knowledge discovery, improving computational efficiency, and reducing memory consumption. …”

Notch Signaling Inhibition by LY411575 Attenuates Osteoblast Differentiation and Decreased Ectopic Bone Formation Capacity of Human Skeletal (Mesenchymal) Stem Cells by Nihal AlMuraikhi (6002234)

“…Global gene expression profiling of LY411575-treated cells revealed changes in multiple signaling pathways, including focal adhesion, insulin, TGFβ, IL6, and Notch signaling, and decreased the expression of genes associated with functional categories of tissue development. …”

Vocal Changes in Patients With Polycystic Ovary Syndrome by Hannoun, Antoine

“…There was no statistically significant difference in the acoustic parameters except for an increase in the relative average perturbation (P value = 0.035) and a decrease in maximum phonation time (P value = 0.001) in patients with PCOS. …”
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An evaluation of recruitment and selection processes in three organizations in the UAE by Al Tunaiji, Hessa Abdulla

“…This case study research reveals strong variation in recruitment and selection policies and practices in the small sample of three UAE organizations and also shows some significant areas of divergence from best practice models. …”
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A Bayesian Approach to Feature Selection in Classification Problems by Emarly, Maher

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Intelligent Hybrid Feature Selection for Textual Sentiment Classification by Jawad Khan (6422669)

“…Researchers have also proposed feature extraction and selection techniques to reduce high dimensional feature space, but they fall short in extracting and selecting the most effective sentiment features for sentiment model learning. …”