Role of Visual Saliency in Video Quality Assessments by Syeda Eesha-Tir-Razia, Qaisar Abbas, Imran Fareed Nizami, Adil Ali Raja, Mutlaq B. Aldajani, Mudasir Wahab, Tallha Akram, Sadiq Ahmad

“…The human visual system naturally prioritizes unique and salient objects within a scene. In computer vision, visual saliency refers to the property that makes specific regions stand out in an image or video. …”
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Comparative Analysis of Two Mathematical Models of Single Diode Photovoltaic Cells for Extracting PV Parameters Using Levenberg – Marquardt Algorithm by Chahet Youssef, Mimouni Abdelmalek, Bouaichi Abdellatif, El Amraoui Mohamed, El Amrani Aumeur, Bejjit Lahcen

“…The comparative analysis evaluated the accuracy and computational efficiency of the both models for three PV datasets obtained from the literature. …”
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A Typical Meteorological Year Generation Based on NASA Satellite Imagery (GEOS-I) for Sokoto, Nigeria by Olayinka S. Ohunakin, Muyiwa S. Adaramola, Olanrewaju M. Oyewola, Richard L. Fagbenle, Fidelis I. Abam

“…Computer simulation of buildings and solar energy systems are being used increasingly in energy assessments and design. …”
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Solving Nonlinear Equation Systems via a Steffensen-Type Higher-Order Method with Memory by Shuai Wang, Haomiao Xian, Tao Liu, Stanford Shateyi

“…The resulting order is <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msqrt><mn>5</mn></msqrt><mo>+</mo><mn>2</mn></mrow></semantics></math></inline-formula>, utilizing the identical number of functional evaluations as the solver without memory, thereby demonstrating a higher computational index of efficiency. …”
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Prediction of microbe-drug associations using a CNN-Bernoulli random forest model by Zihao Song, Qingnuo Li, Jincheng Zhao, Qinggang Bu, Zekang Bian, Jia Qu

“…Results The model was evaluated using five-fold cross-validation on the Microbe-Drug Association Database (MDAD) and abiofilm datasets. …”
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Development of 3D flow diagnostic numerical simulator and rock property modelling for a homogeneous faulted reservoir by Surajo Muhammed Gwio, Ibrahim Ayuba, Umar Faruk Aminua

“…Flow diagnostics, on the other hand, are straightforward and controlled numerical flow experiments that are performed to examine a reservoir model, build links and offer rudimentary volume estimates as well as to quickly produce a qualitative representation of the reservoir’s flow patterns. To evaluate, assess, and validate reservoir models and production scenarios, the ’diagnostics’ module in the Matlab Reservoir Simulation Toolbox (MRST) provides a computationally less expensive alternative to running fully featured multiphase simulations. …”
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A foundational model for in vitro fertilization trained on 18 million time-lapse images by Suraj Rajendran, Eeshaan Rehani, William Phu, Qiansheng Zhan, Jonas E. Malmsten, Marcos Meseguer, Kathleen A. Miller, Zev Rosenwaks, Olivier Elemento, Nikica Zaninovic, Iman Hajirasouliha

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Maximum electromagnetic local density of states via material structuring by Chao Pengning, Kuate Defo Rodrick, Molesky Sean, Rodriguez Alejandro

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Real-time fear emotion recognition in mice based on multimodal data fusion by Hao Wang, Zhanpeng Shi, Ruijie Hu, Xinyi Wang, Jian Chen, Haoyuan Che

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Estimating Energy Savings in Smart Street Lighting by Using an Adaptive Control System by Soledad Escolar, Jesús Carretero, Maria-Cristina Marinescu, Stefano Chessa

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A Review of Modeling and Control Techniques for Unmanned Aerial Vehicles by Elisabeth Andarge Gedefaw, Nardos Belay Abera, Chala Merga Abdissa

“…Through a comparative assessment of their robustness, computational efficiency, and adaptability, the manuscript identifies critical limitations in handling uncertainties, scalability in UAV systems, and energy constraints. …”
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Optimized Intelligent Localization Through Mathematical Modeling and Crow Search Algorithms by Tamer Ramadan Badawy, Nesreen I. Ziedan

“…These results confirm the effectiveness of our approach for applications that require high precision with minimal infrastructure and low computational complexity.…”
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Distributed Testing System for Web Service Based on Crowdsourcing by Xiaolong Liu, Yun-Ju Hsieh, Riqing Chen, Shyan-Ming Yuan

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DehazeMamba: large multi-modal model guided single image dehazing via mamba by Ruikun Zhang, Zhiyuan Yang, Liyuan Pan

“…However, existing backbones face an irreconcilable trade-off between the global receptive field and computational efficiency, hindering further applications. …”
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Enhancing Brain Tumor Detection Through Custom Convolutional Neural Networks and Interpretability-Driven Analysis by Kavinda Ashan Kulasinghe Wasalamuni Dewage, Raza Hasan, Bacha Rehman, Salman Mahmood

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Modeling The Power Grid Network Of Iraq by Rasha Al-Jarah, Manar Y. Kashmola

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Charging Between PADs: Periodic Charging Scheduling in the UAV-Based WRSN With PADs by Zirui Zhao, Tingdan Deng, Yixuan Liu, Feng Lin

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Adaptive clustering for medical image analysis using the improved separation index by Mojtaba Jahanian, Abbas Karimi, Nafiseh Osati Eraghi, Faraneh Zarafshan

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Pruning convolution neural networks using filter clustering based on normalized cross-correlation similarity by Niaz Ashraf Khan, A. M. Saadman Rafat

“…In the research, the performances of the proposed model pruning method have been evaluated, where it is observed that the proposed approach is computationally light and requires significantly less time and resources compared to ML and activation-based approaches. …”
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Adaptive feature interaction enhancement network for text classification by Rui Su, Shangbing Gao, Kefan Zhao, Junqiang Zhang

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