Comparative Analysis of Input Image Characteristics in Convolutional Neural Network-based Signature Detection by M. Adamec, M. Turcanik

“…Subsequently, machine code instructions are generated and then converted into four distinct image format options. …”
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Enhancing Malware Detection via RGB Assembly Visualization and Hybrid Deep Learning Models by Esra Eroğlu Demirkan, Murat Aydos

“…This research introduces a novel image-based malware classification framework that uses hybrid-model Convolutional Neural Networks to process RGB images generated from assembly code. We present MalevisAsm, an enriched dataset that merges MaleVis malware samples with benign files, and propose a hybrid deep learning model that combines EfficientNetB0 and DenseNet121 for robust feature extraction. …”
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Frequency Regulation Provided by Doubly Fed Induction Generator Based Variable-Speed Wind Turbines Using Inertial Emulation and Droop Control in Hybrid Wind–Diesel Power Systems by Muhammad Asad, José Ángel Sánchez-Fernández

“…Frequency deviations can exceed the pre-defined grid code limits during severe windy conditions because the diesel generator’s inertial support is not always sufficient. …”
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RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models by Sanaullah, Axel Schneider, Joachim Waßmuth, Ulrich Rückert, Thorsten Jungeblut

“…Furthermore, with the updated version of RAVSim, researchers, and developers can effortlessly generate trained model weights using a custom dataset, eliminating the need to investigate or write complicated backend code. …”
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“Even Though He Had Expressed Willingness to Take PrEP, He Declined When He Noticed the Drugs Were Packed in a Container Like That of ARVs”: Exploring Barriers to HIV/AIDS Risk Red... by Cyrus Mutie MSc, Kawira Kithuci PhD, John Gachohi PhD, Grace Mbuthia PhD

“…Interviews were transcribed, coded, and thematically analysed using the QDA-Miner software to generate themes and sub-themes around barriers to HIV/AIDS risk reduction among LDTs. …”
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Simulation of vibration and noise of belt gearing by Alexander N. Chukarin, Marina A. Gapova

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Demand Flexibility of Pre-Cooling Strategies for City-Scale Buildings Through Urban Building Energy Modeling by Anni Xu, Chengcheng Song, Wenxian Zhao, Yixing Chen

“…Among them, this paper used AutoBPS-DR and added pre-cooling code based on the Ruby language to automatically generate building models with DR strategies and finally simulated the energy consumption results by EnergyPlus. …”
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Sodium Content and Sodium Intake Contributions of Store-Bought and Restaurant-Prepared Foods in Their As-Eaten Form: National Health and Nutrition Examination Survey, 2009–2018 by Debra R Keast, Patricia M Guenther

“…Sample-weighted estimates generated by SUDAAN analyses were used to calculate projected sodium intake reductions. …”
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Reducing PAPR in NOMA Waveforms Using Genetic-Enhanced PTS and SLM: A Low-Complexity Approach for Improved throughput, power spectral density, and Power Efficiency by Arun Kumar, Nishant Gaur, Aziz Nanthaamornphong

“…The High Peak-to-Average Power Ratio (PAPR) remains a critical challenge in Non-Orthogonal Multiple Access (NOMA) waveforms, particularly with growing subcarrier configurations. Traditional PAPR reduction methods, including clipping, filtering, and pre-coding, tend to compromise the bit error rate (BER), add spectral inefficiency, or incur high computational complexity, rendering them unsuitable for real-time use in 5G and future wireless systems. …”
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Dissipative Magneto-thermo-convection of Nanofluid Past through a Semi-infinite Vertical Surface with Ohmic Heating by Asra Anjum, Shaik Abdul Gaffar, Sateesh Kumar, Samdani Peerusab

“…This study numerically investigates the non-linear, laminar convection flows of Buongiorno’s nanofluid past through a semi-infinite vertical plate by considering the impacts of the magnetic parameter (M), heat generation and absorption (Δ), viscous dissipation (Ec), and ohmic heating. …”
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Deep Pseudogene Categorization and Genome-Wide Transcription Prediction Using GANP-Based Feature Selection and TabNet Interpretability by Zeeshan Ahmed, Kashif Munir, Muhammad Usama Tanveer, Syed Rizwan Hassan, Ateeq Ur Rehman, Habib Hamam

“…The proposed approach integrates an autoencoder for dimensionality reduction, a conditional generative adversarial network (cGAN) for synthetic data generation, and a TabNet classifier for final prediction. …”
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Fast Decision Making of Point Cloud Video Geometry CU Partition Based on Occupied Pixels by Fengqin Wang, Juanjuan Jia, Qiuwen Zhang

“…In order to achieve effective complexity reduction and improve coding performance in the encoding process, this paper proposes a fast decision making method of coding unit (CU) partition of point cloud video geometry based on occupied pixels. …”
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An Efficient Framework for Large Scale Multimedia Content Distribution in P2P Network: I2NC by M. Anandaraj, P. Ganeshkumar, K. P. Vijayakumar, K. Selvaraj

“…It generalizes traditional network routing by allowing the intermediate nodes to generate new coded packet by combining the received packets. …”
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Vital dye reaction and granule localization in periplasm of Escherichia coli. by Liyan Ping, Despoina A I Mavridou, Eldon Emberly, Martin Westermann, Stuart J Ferguson

“…The prototype, 2,3,5- triphenyl tetrazolium chloride, which was first synthesized a century ago, often generates a single formazan granule at the old pole of Escherichia coli cells after reduction. …”
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Traffic light nutrition labeling policy: a path to promoting healthier eating habits in Pakistan by Kinza Habib Ghauri

“…The simple color-coding system empowers consumers to make healthier decisions and can contribute to a reduction in diet-related diseases4. …”
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Developing a Model for the Development of Private Iranian Football Club Management by Setareh Hassanzadeh, Jafar Barghi Moghadam, Hamid Janani, Mohammad Rahim Najafzadeh

“…Results: The findings of this research showed that managerial, economic, legal, social and cultural, political, branding, and fans factors as causal conditions; club success, income generation, infrastructure, etc. as background conditions; legal barriers, governmental barriers, economic barriers, etc. as interfering conditions; And government support, infrastructure development, ease of laws, entering the stock market and targeted planning were chosen as privatization strategies, which will ultimately bring the consequences of the development of the country's football, branding, profitability of clubs, and reduction of government costs. …”
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Comparison of Zebrafish tmem88a mutant and morpholino knockdown phenotypes. by Alexander M J Eve, Elsie S Place, James C Smith

“…Several groups have used antisense morpholino oligonucleotides in an effort to characterise the role of tmem88a in zebrafish cardiovascular development, but they have not obtained consistent results. Here, we generate an 8 bp deletion in the coding region of the tmem88a locus using TALENs, and we have gone on to establish a viable homozygous tmem88aΔ8 mutant line. …”
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Genomic survey of the non-cultivatable opportunistic human pathogen, Enterocytozoon bieneusi. by Donna E Akiyoshi, Hilary G Morrison, Shi Lei, Xiaochuan Feng, Quanshun Zhang, Nicolas Corradi, Harriet Mayanja, James K Tumwine, Patrick J Keeling, Louis M Weiss, Saul Tzipori

“…Our findings suggest that E. bieneusi is a likely model for extreme genome reduction and host dependence.…”
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Vascular dysfunction in a mouse model of Rett syndrome and effects of curcumin treatment. by Anna Panighini, Emiliano Duranti, Ferruccio Santini, Margherita Maffei, Tommaso Pizzorusso, Niccola Funel, Stefano Taddei, Nunzia Bernardini, Chiara Ippolito, Agostino Virdis, Mario Costa

“…Mutations in the coding sequence of the X-linked gene MeCP2 (Methyl CpG-binding protein) are present in around 80% of patients with Rett Syndrome, a common cause of intellectual disability in female and to date without any effective pharmacological treatment. …”
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An Improved Orthogonal Frequency Division Multiplexing System-Based Image Steganography Technique by Ali Y. Jaber, Ammar Al-Khafaji, Ahmed Mahfodh Mkhelf

“…In the case of an additive white Gaussian noise channel, the computer simulation results demonstrated that the CFO was reduced by approximately 5.2 dB and 7.15 dB in QPSK and 64QAM, respectively, compared to the original variance method. In this context, a coding method was proposed to hide secret data in an image before the OFDM generation process based on the Least Significant Bit (LSB1 &LSB2) technology. …”
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