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Analyzing the Influence of Climate and Anthropogenic Development on Vegetation Cover in the Coastal Ecosystems of GCC
منشور في 2025"…We used Landsat satellite imagery and a Random Forest classification algorithm to map various land cover classes along the GCC coastline. …"
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THE FUTURE OF MEDICINE, healthcare innovation through precision medicine: policy case study of Qatar
منشور في 2020"…The end goal will be for Qatar to enhance public awareness and engagement and to integrate effectively the incredible advances in research into healthcare systems, for the benefit of all patients.…"
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Tensile Test Optimization Using the Design of Experiment and Soft Computing
منشور في 2023"…This study employs a hybrid soft computing approach, integrating an adaptive network-based fuzzy inference system (ANFIS), genetic algorithm (GA) optimization, and design of experiments (DOE). …"
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A Clinically Interpretable Approach for Early Detection of Autism Using Machine Learning With Explainable AI
منشور في 2025"…The novelty of this work lies in the integration of explainable AI with robust preprocessing and age-specific modeling across multiple ASD datasets, addressing both diagnostic accuracy and clinical interpretability. …"
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Optimal Dispatch of Mobile Energy Storage Unit to Support EV Charging Stations
منشور في 2021احصل على النص الكامل
doctoralThesis -
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An efficient claim management assurance system using EPC contract based on improved monarch butterfly optimization models
منشور في 2024"…The basic methodology of this research involves integrating EPC and claim management principles with the IMBOA algorithm to create an efficient, high-quality system. …"
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User-centric strategies for resource management in heterogeneous wireless networks with QoS considerations
منشور في 2017"…To this end, a major opportunity is to design solutions that facilitate the dynamic utilization and seamless operation of heterogeneous networks where devices can utilize multiple wireless interfaces simultaneously and cooperate with other devices in their vicinity. …"
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل
masterThesis -
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Advanced Quantum Control with Ensemble Reinforcement Learning: A Case Study on the XY Spin Chain
منشور في 2025"…<p dir="ltr">This research presents an ensemble Reinforcement Learning (RL) approach that combines Deep Q-Network (DQN) and Proximal Policy Optimization (PPO) algorithms to tackle quantum control problems. …"
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Adaptive Video Streaming Over Cognitive Radio Networks
منشور في 2017احصل على النص الكامل
doctoralThesis -
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Intelligent Hybrid Feature Selection for Textual Sentiment Classification
منشور في 2021"…Effective feature extraction and selection are significant for the SA because they can boost the learning algorithm’s predictive performance while reducing the high-dimensional feature space. …"
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Applications of artificial intelligence in ultrasound imaging for carpal-tunnel syndrome diagnosis: a scoping review
منشور في 2025"…</p><h3>Conclusion</h3><p dir="ltr">The integration of AI in US imaging for CTS diagnosis holds significant promise for transforming clinical practice. …"
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The Role of Artificial Intelligence in Decoding Speech from EEG Signals: A Scoping Review
منشور في 2022"…Therefore, EEG signal-based BCI has received significant attention in the last two decades for multiple reasons: (i) clinical research has capitulated detailed knowledge of EEG signals, (ii) inexpensive EEG devices, and (iii) its application in medical and social fields. …"
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Machine Learning Techniques for Pharmaceutical Bioinformatics
منشور في 2018"…A predictive model is developed to predict drug indication as well as to predict new DDIs using multiple machine learning algorithms. This dissertation presents a case study of predicted anti-cancer activity for 38 drugs. …"
احصل على النص الكامل
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Virtual Inertia Support in Power Systems for High Penetration of Renewables—Overview of Categorization, Comparison, and Evaluation of Control Techniques
منشور في 2022"…The current state of research on improving frequency stability and inertia response in the grid-integrated RESs is discussed. …"
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Exploring new horizons in neuroscience disease detection through innovative visual signal analysis
منشور في 2024"…We introduce the concept of eye-naked classification, which integrates domain-specific knowledge and clinical expertise into the classification process. …"