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Modified MCP-Based Modeling and Performance Analysis of 3-D Cellular Networks
Published 2025“…Within this framework, we derive expressions for the successful transmission probabilities for both uplink and downlink communications. …”
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Modeling and Performance Analysis of mmWave and WiFi-Based Vehicle Communications
Published 2024“…This study explores a comparative analysis of mmWave and WiFi transmission technologies, with a specific focus on line-of-sight (LoS) and non-line-of-sight (NLoS) scenarios in both 2D and 3D modeling environments. The use of stochastic geometry tools allows a realistic modeling of the random positioning of vehicles within the V2V system framework, resulting in accurate expressions for the successful transmission probability (STP) and average throughput (AT) for both communication systems. …”
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ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification
Published 2024“…This article aims to incorporate this disease and region-dependent prior probability distribution within a deep learning framework. …”
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THz-Enabled UAV Communications Under Pointing Errors: Tractable Statistical Channel Modeling and Security Analysis
Published 2025“…In this study, we present an analytical framework focused on evaluating the security performance of highly directional THz-enabled UAV communication links. …”
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A novel network-based SIS framework for improved GA performance
Published 2025“…We assign fit solutions as infected, with a certain probability. Then, infected nodes can spread their genetic traits to neighboring susceptible nodes through basic genetic algorithm operations within the SIS framework and based on defined probabilities. …”
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Modeling of tri-parameter contracts integrating cost, time and risk
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doctoralThesis -
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A General Model for Pointing Error of High Frequency Directional Antennas
Published 2022“…<p dir="ltr">This paper focuses on providing an analytical framework for the quantification and evaluation of the pointing error for a general case at high-frequency millimeter wave (mmWave) and terahertz (THz) communication links. …”
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A new method for broad‐scale modeling and projection of plant assemblages under climatic, biotic, and environmental cofiltering
Published 2023“…We applied our model to a large set of plant communities in the Swiss Alps. …”
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Screening for antenatal depression and its determinants among pregnant women in Qatar: revisiting the biopsychosocial model
Published 2022“…However, there is no consensus on a standard conceptual framework to approach pregnant women in a primary health care setting. …”
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Studying coral reef patterns in UAE waters using panel data analysis and multinomial logit and probit models
Published 2020“…Nevertheless, there are, probably, many components within the model framework that can be expanded and/or improved as more information become available. …”
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Multi-Modal Emotion Aware System Based on Fusion of Speech and Brain Information
Published 2019“…To fuse speech with EEG information, a separate classifier is used for each modality, then output is computed by integrating their posterior probabilities. Results show the superiority of the proposed model, where the overall performance in terms of accuracy average rates is 98.06%, and 97.28%, and 98.53% for EEG, speech, and multi-modal recognition, respectively. …”
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Analysis of Multi-User-Based UAV System With Outdated CSI
Published 2024“…In addition, energy efficiency analysis is also performed for the considered system model. In this framework, altitude and location-dependent path loss modeling are considered for the air-to-ground links. …”
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Optimal Trajectory and Positioning of UAVs for Small Cell HetNets: Geometrical Analysis and Reinforcement Learning Approach
Published 2023“…For a network with slow time changes, we also propose a deep RL framework to solve the joint optimal UAV positioning and antenna pattern control. …”
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3D Head Pose Estimation through Facial Features and Deep Convolutional Neural Networks
Published 2021“…In this paper we propose a 3D head pose estimation framework developed through a prior end to end deep face parsing model. …”
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Navigating Nexus: Cross-Mapping Sustainable Development Goals and Competitiveness for a Resilient Future
Published 2025“…The predictive accuracy of the models used in this study is 85.1% for the SDGI and 70.6% for the GSCI for the two extreme states. …”
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Dynamic loss aversion and hyperbolic time-weighted decision-making in short-term self-scheduling of local multi-carrier energy systems with environmental sustainability programs
Published 2025“…The behavior of the LMCES operator in response to price volatility is modeled using two distinct price scenarios, each assigned a specific probability, enabling the framework to capture how operators subjectively distort probabilities when making decisions under risk. …”
