Genetic-Algorithm-Based Neural Network for Fault Detection and Diagnosis: Application to Grid-Connected Photovoltaic Systems by Amal Hichri (21383672)

“…The classification performance is determined via different metrics for various GA-based ANN classifiers using data extracted from the healthy and faulty data of the GCPV system. …”

A promising CO₂ methanation catalyst system based on modified halloysites as supports by Ahmed Gamal (14112864)

“…Halloysite nanotubes (HNTs)-based catalysts have attracted significant attention in various catalytic applications. …”

Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems by Khaled Dhibi (16891524)

“…On the other hand, ensemble learning (EL) techniques have gained significant attention from the scientific community. …”

Additively manufactured polyethylene terephthalate-based high-gain multiband-flexible antenna for wireless mobile applications by Arshad Hassan (3226176)

Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition by Abboud, Ralph

“…However, few methods have targeted sentiment-based music composition: generating music that expresses human emotions. …”
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PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks by Rawan AlSaad (14159019)

Targeting solid tumor cells with novel photosensitive ruthenium-based metal-organic compounds. (c2016) by Farhat, Stephanie Roy

“…This study aims to find the most efficient Ru-based compounds on a set of 6 cell lines from different solid tumors. …”
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Comparison between the American code ASCE7-16 and the Australian code AS1170.4 against the seismic design effects by AL-OBAIDI, ALI

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Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study by Yahya, Fares

“…In this paper, we present a method to improve emotion recognition based on the fusion of local cortical activations and dynamic functional network patterns. …”
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CO, CO2, and SO2 detection based on functionalized graphene nanoribbons: First principles study by Ehab, Salih

“…Indicating that functionalizing the surface of AGNR can improve significantly its performance for the field of gas sensing.…”
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Hyperspectral-physiological based predictive model for transpiration in greenhouses under CO₂ enrichment by Ikhlas Ghiat (16932564)

“…The results demonstrated the inclusion of hyperspectral-based vegetation indices significantly increased the performance of the three machine learning models in predicting transpiration. …”

Reduced Voltage Stress and Spikes in Source Current of 7-Level Switched-Capacitor Based Multilevel Inverter by Shirazul Islam (16904535)

“…<p dir="ltr">Various 7-level switched-capacitor (SC) based converters are reported in the literature which furnishes a voltage gain of 1.5. …”

Targeting acute myeloid leukemia cells with novel photosensitive ruthenium-based metal-organic compounds. (c2015) by Azar, Daniel Fadi

“…We first established a structure-activity relationship of the precursors and their corresponding free ligands. Of the four different precursors tested {Ru-I: [Ru(II)(1,10-phenanthroline)2Cl2]; Ru-II: [Ru(II)(4,7-diphenyl-1,10-phenanthroline)2Cl2]; Ru-III: [Ru(II)(4,7-diphenyl-1,10-phenanthroline-disulfonate)2Na2]2+ and Ru-IV: [Ru(II)(2,2'-bipyridine)2Cl2]}, significant activity on seven out of nine cell lines, was detected only with Ru-II (IC50 values in the low μM range). …”
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Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study by El-Ferik, S

“…Hot and humid summer seasons lead to a significant proportion of the supplied power being used on air-conditioning. …”
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Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study by El-Ferik, S

“…Hot and humid summer seasons lead to a significant proportion of the supplied power being used on air-conditioning. …”
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Glass Selection for High-Rise Residential Buildings in the United Arab Emirates based on Life Cycle Cost Analysis by Mokhtar, Ahmed

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Destabilization of stable bentonite colloidal suspension using choline chloride based deep eutectic solvent: Optimization study by Dana I.M. Al-Risheq (16932606)

“…The analysis showed that there is no significant difference in the result, however, ChCl:LA was the easiest to synthesize and showed slightly higher efficiency at low dosage. …”

Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives by Yassine Himeur (14158821)

“…In this regard, this paper is an in-depth review of existing anomaly detection frameworks for building energy consumption based on artificial intelligence. Specifically, an extensive survey is presented, in which a comprehensive taxonomy is introduced to classify existing algorithms based on different modules and parameters adopted, such as machine learning algorithms, feature extraction approaches, anomaly detection levels, computing platforms and application scenarios. …”

Advancing Environmental Sustainability: A Comprehensive Review of Waste-Based Composite Materials for Efficient Electromagnetic Shielding and Absorption by Mohamed Ouda (21394001)

Decomposition-based wind power forecasting models and their boundary issue: An in-depth review and comprehensive discussion on potential solutions by Yinsong Chen (16685508)

“…<p>Recently, numerous forecasting models have been reported in the wind power forecasting field, aiming for reliable integration of renewable energy into the electric grid. Decomposition-based hybrid models have gained significant popularity in recent years. …”