A Robust Framework for 2D Human Face Reconstruction from Half-Frontal Views in Low-Quality Surveillance Footage by Maria Siddiqua, Muhammad Furqan Zia

“…Quantitative evaluation uses the Structural Similarity Index (SSIM) and Jaccard Index (JI) to measure image quality and geometric accuracy. The proposed method is tested on publicly available datasets and a custom-designed dataset reflecting real-world surveillance challenges such as low resolution and poor illumination. …”
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The Impact of Using Listening Triangle and Hot Chair Strategies of Knowledge Achievement in Kurdish Literature Module among Tenth-Grade High School Students by Razaw Muhyadin Abdulrahman, Hussen Sahdi Ibrahim

“…The students were randomly selected to three groups (24) for the first experimental group (25) for the second experimental group and (25) for the control group. The equalization of three groups is done by depending on the changing variables (age, intelligence, achievement levels of students' parents, the previous year scores of students in Kurdish literature)The experience started on 14\/10\/2021 and ended on 11\/12\/2021 with preparing an achievement test including 50-items and the researchers used set of tools for statistical analysis (One-way analysis of variance, chi-square, item difficulty coefficient, item discrimination coefficient, false alternatives effectiveness, and Scheffey's method)Finally, the researchers reached the findings that both experimental groups were successful over the control group and the first experimental group have succeeded over the second group. …”
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Predictive direct control strategy of unified power quality conditioner based on power angle control by Guifeng Wang, Zewen Wu, Zhan Liu

“…Based on a detailed analysis of the PAC mechanism, an instantaneous power angle determination method is proposed based on the reactive power equalization technique, and a predictive direct control strategy given the current generation mechanism is constructed for the series and shunt sides of the UPQC, considering the active power balance of the UPQC system and the principle of constant load fundamental voltage amplitude. …”
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Processing and analysis of images of microstructure metals for determining the grain point by R. P. Bohush, Y. R. Adamousky, S. F. Denisenak

“…The software product implements metallographic methods for the grain size determination by comparison of rating scales, counting beans, calculation of grain boundaries intersections for equiaxed and elongated grains, measuring a chords length. …”
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ET-Mamba: A Mamba Model for Encrypted Traffic Classification by Jian Xu, Liangbing Chen, Wenqian Xu, Longxuan Dai, Chenxi Wang, Lei Hu

“…With the widespread use of encryption protocols on network data, fast and effective encryption traffic classification can improve the efficiency of traffic analysis. A resampling method combining Wasserstein GAN and random selection is proposed for solving the dataset imbalance problem, and it uses Wasserstein GAN for oversampling and random selection for undersampling to achieve class equalization. …”
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Design and Analysis of Injection Molds for Plastic Components for Biomedical Applications by Madhukumar Krishnappa, Santhosh Nagaraja, Nataraja Munegowda, Muhammad Imam Ammarullah

“…ABSTRACT The injection molding process primarily involves a systematic sequence that converts plastic pellets into molded components. This method produces identical parts by repeatedly melting resin pellets or powder and injecting the molten polymer into a hollow mold cavity under high pressure. …”
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Asymptotic solutions of singularly perturbed linear differential-algebraic equations with periodic coefficients by S. Radchenko, V. Samoilenko, P. Samusenko

“…The modification of the algorithm is based on the equalization method in a special way the coefficients at powers of a small parameter in algebraic systems of equations, from which the coefficients of the formal expansions of the searched solution are found. …”
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Hybrid model integration with explainable AI for brain tumor diagnosis: a unified approach to MRI analysis and prediction by D. Vamsidhar, Parth Desai, Sagar Joshi, Shrikrishna Kolhar, Nilkanth Deshpande, Shilpa Gite

“…Based on these results, this paper proposed the deep learning approach—parallel model integration technique as the most effective method. Future work aims to extend the model to multi-class classification for tumor type detection and improve model generalization for broader applicability.…”
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M.R.H. A New Era in Magnetic Head Design by Mazen R. Husni

“…The conventional method for reading/writing information from/on a magnetic media (e.g. magnetic tapes in audio and video recorders, computers etc.) uses what is called an inductive head. …”
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A study on applying GA for performance improvement of SP decoder in SMR by Madoka Nishikawa, Yasuaki Nakamura, Yasushi Kanai, Yoshihiro Okamoto

“…We study low-density parity-check (LDPC) coding and iterative decoding methods for shingled magnetic recording in ultra-high-density hard disk drives. …”
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Cheetah optimized CNN: A bio-inspired neural network for automated diabetic retinopathy detection by V. K. U. Ahamed Gani, N. Shanmugasundaram

“…The proposed CO-CNN approach shows superior performance compared to that of state-of-the-art methods, offering potential applications in telemedicine, treatment planning, early detection, screening, and patient education. …”
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Recent trends in pixel-based image enhancement techniques using VLSI cores – a review by Chrishia Christudhas, Annis Fathima A

“…In terms of delay, Histogram Stretching proves more efficient. Histogram Equalization and its variants prove more power efficient than other state-of-the-art methods. …”
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Retinopathy Disease Detection and Classification Using a Coordinate Attention Module-Based Convolutional Neural Network with Leaky Rectified Linear Unit by Pravin Balaso Chopade, Prabhakar N. Kota, Bhagvat D. Jadhav, Pravin Marotrao Ghate, Shriram Sadashiv Kulkarni

“…The proposed model achieves better results on the MESSIDOR datasets on the metrics of accuracy, precision, recall, specificity, f1-score, and Area Under Curve (AUC) values of about 99.72%, 99.46%, 99.25%, 99.61%, 99.37% and 99.14%, correspondingly, proving to be superior to the existing method, Capsule Network and Hybrid Adaptive DL based DR (HADL-DR). …”
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Enhancing 3D Reconstructions in Underwater Environments: The Impact of Image Enhancement on Model Quality by A. Vrochidis, A. Vrochidis, D. Tzovaras, S. Krinidis

“…Three real-world underwater datasets were analyzed to assess the effectiveness of these methods in improving the accuracy and completeness of reconstructed 3D models. …”
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Winter appearance of ectoparasite communities living bats (Chiroptera: Vespertilionidae) in the artificial caves of the Samara Luka by M.S. Malyavina, D.G. Smirnov

“…Then the arthropods were fixed according to standard methods, using a solution of potassium alkali as a bleach. …”

A Hybrid Machine Learning Approach for Detecting and Assessing <i>Zyginidia pullula</i> Damage in Maize Leaves by Havva Esra Bakbak, Caner Balım, Aydogan Savran

“…The experimental results demonstrate that the proposed hybrid approach outperforms individual feature extraction methods, achieving a classification accuracy of up to 92.55%. …”
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Advanced Leaf Classification Using Multi-Layer Perceptron for Smart Crop Management by Sara Mumtaz, Mohammed Alshehri, Yahya AlQahtani, Abdulmonem Alshahrani, Bayan Alabdullah, Haifa F. Alhasson, Hui Liu

“…To extract features, complex texture and shape details are captured using Local Ternary Patterns (LTP), KAZE, and Histogram of Oriented Gradients (HOG). The optimization method, Stochastic Gradient Descent (SGD), refines the feature space for better categorization. …”
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Increasing the efficiency of well killing in depleted gas condensate fields with extremely low reservoir pressures by R. A. Gasumov, E. R. Gasumov

“…The work is motivated by the need to create a method for controlling hydrodynamic processes in a pre-blocked bottom-hole zone of the formation, for carrying out repair work in wells, preventing destruction of the reservoir formation and ensuring the preservation of its fluid-capacitance properties. …”
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DIFUZIA PUTERII DE LA ACTORII STATALI LA CEI NON-STATALI by Octavian-Alexandru-Ștefan BROȘTEANU

“…Specifically, the case study method will be used, analysing terrorist organizations, cross-border criminal organizations, hackers/hacktivists, respectively the so-called "empowered individuals" and the street movements they can cause. …”
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COMPARATIVE ANALYSIS OF STANDARD AND ENHANCED SWARM INTELLIGENT DEEP BELIEF NETWORK ON MAIZE DISEASE DETECTION by Kehinde Sotonwa, Adebisi Oluwatosin, Adesesan Adeyemo, Micheal Adenibuyan

“…The system was implemented using a language app designer, trained and tested using k-fold cross-validation method, where k is 10-fold. The performance of the developed DBN-IPSO technique was compared with existing DBN-PSO and DBN using False Positive Rate (FPR), sensitivity, specificity, overall accuracy and computation time. …”
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