Groundnut (ARACHIS HYPOGAEA L.) seed defect classification using ensemble deep learning techniques by Gebeyehu Belay Gebremeskel, Dinkie Gashaye Mengistie

“…To enhance model performance, collected images are preprocessed using novel techniques tailored to different image types. Preprocessing techniques are chosen based on image-quality evaluation metrics. …”
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Adaptive Cell Scheduling and Negotiation Techniques for 6TiSCH Networks Under Bursty Traffic by Je-Hyeong Lee, Sang-Hwa Chung

“…The second technique, the parent node 6P transaction forwarding technique, is designed to pre-forward cell addition requests to higher nodes along the path when the cell utilization exceeds a set threshold due to traffic spikes at the lower nodes, so that the higher nodes can perform 6P negotiation immediately without waiting for MAX_NUMCELLS cycles. …”
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Femoral intramedullary nail extraction using the kissing nail technique when primary measures fail by Joseph Brenner, BS, Jonathan Joiner, DO, Eric Schweller, DO, Emily Ren, MD, Kerellos Nasr, MD, Rahul Vaidya, MD

“…Technical Procedure:. The technique is used after standard techniques including the Winquist set fail. …”
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Instrument Performance Analysis for Methane Point Source Retrieval and Estimation Using Remote Sensing Technique by Yuhan Jiang, Lu Zhang, Xingying Zhang, Xifeng Cao, Haiyang Dou, Lingfeng Zhang, Huanhuan Yan, Yapeng Wang, Yidan Si, Binglong Chen

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Geospatial techniques-based analysis of the flood risk vulnerability of Arba Minch City in Southern Ethiopia by Ashenafi Tilahun Hailie, Kenate Worku Tabor, Abera Uncha Utalo, Abren Gelaw Mekonnen

“…The flood hazard map was produced using the weighted overlay technique with hazard levels of low (7.39%), moderate (56.13%), and high (36.48%). …”
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A Survey on Video Compression Optimization Techniques for Accuracy Enhancement in Video Analytics Applications (VAPs) by Kholidiyah Masykuroh, Hendrawan, Eueung Mulyana, Farhan Krishna

“…However, challenges remain, particularly in dynamic and bandwidth-constrained environments. To evaluate these techniques, we employ AccMPEG. This video compression framework dynamically adjusts compression settings based on real-time inference feedback, ensuring an optimal balance between detection accuracy and bitrate efficiency. …”
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Ensemble of hybrid model based technique for early detecting of depression based on SVM and neural networks by Dip Kumar Saha, Tuhin Hossain, Mejdl Safran, Sultan Alfarhood, M. F. Mridha, Dunren Che

“…In conclusion, among all the techniques for identifying depression, the suggested ensemble approach had the best accuracy, at 99.39%, and an F1-score of 99.51%.…”
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Modified Chair Method vs. Traditional Techniques for Closed Manipulation and Relocation of Anterior Shoulder Dislocation by Muhammad Ahmad, Naseem Munshi, Athar Munir Uddin Siddiqui, Muznha Asif, Arham Azizi, Muhammad Salman Masroor

“…The Modified Chair Method (MCM) is a novel technique that may offer benefits over traditional methods. …”
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Smart technique for calculating fault current model parameters using short circuit current measurements by R. A. Mahmoud, O. P. Malik, W. M. Fayek

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Machine learning techniques for predicting the peak response of reinforced concrete beam subjected to impact loading by Ali Husnain, Munir Iqbal, Hafiz Ahmed Waqas, Mohammed El-Meligy, Muhammad Faisal Javed, Rizwan Ullah

“…A set of 145 experimental data points from 12 different sources is used to train and evaluate these machine learning models. …”
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Comparison between Logistic Regression and K-Nearest Neighbour Techniques with Application on Thalassemia Patients in Mosul by Mohammed Al jbory, Hutheyfa Taha

“…In addition, the researcher recommends using other artificial intelligence techniques, especially neural networks, to verify any additional improvements.…”
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A Sparse Bayesian Technique to Learn the Frequency-Domain Active Regressors in OFDM Wireless Systems by Carlos Crespo-Cadenas, María José Madero-Ayora, Juan A. Becerra, Elías Marqués-Valderrama, Sergio Cruces

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Integration of VIS–NIR Spectroscopy and Multivariate Technique for Soils Discrimination Under Different Land Management by Mohamed S. Shokr, Abdel-rahman A. Mustafa, Talal Alharbi, Jose Emilio Meroño de Larriva, Abdelbaset S. El-Sorogy, Khaled Al-Kahtany, Elsayed A. Abdelsamie

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Evaluation of stroke sequelae and rehabilitation effect on brain tumor by neuroimaging technique: A comparative study. by Xueliang Guo, Lin Sun

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Application of change detection techniques driven by expert opinions for small-area studies in developing countries by Tanaka A. Mbendana, Anesu D. Gumbo, Simbarashe Jombo, Ephias Mugari, Evison Kapangaziwiri

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Novel optimization techniques for underwater wireless optical communication links: using Monte Carlo simulation by Intesar Ramley, Hamdah M. Alzayed, Yas Al-Hadeethi, Abeer Z. Barasheed, Mingguang Chen

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Evaluating reservoir permeability from core data: Leveraging boosting techniques and ANN for heterogeneous reservoirs by Amad Hussen, Tanveer Alam Munshi, Minhaz Chowdhury, Labiba Nusrat Jahan, Abu Bakker Siddique, Mahamudul Hashan

“…These approaches include hybrid stacking and three boosting techniques: AdaBoost, gradient boosting, and extreme gradient boosting (XGB). …”
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Comparative efficacy and safety of nalbuphine and hydromorphone in painless colonoscopy techniques: a randomized controlled trial by Chunliu Hou, Siming Zhang, Yuqing Zhu, Guochun Wen, Guoran Wang, Jinxiang Dai, Fei Xu, Chunjie Li, Huiyi Chen, Di Wang, Qingqing Han, Xuesen Su, Wenjie Zhang, Shouyuan Tian, Yan Li

“…Painless colonoscopy techniques are being increasingly used to improve the patient experience."…”
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Cloud Computing-Based Security Analysis on Wireless Sensor Nodes Cluster Using Predictive Technique by Muhammed Zaharadeen Ahmed, Aisha Hassan Abdallah Hashim, Othman Omran Khalifa, Aliyu Muhammad Wakil, Zeinab E. Ahmed, Khmaies Ouhada

“…Rangka kerja ini memanfaatkan set data WSN-DS bagi simulasi dan pengesahan kecekapan dalam mengurangkan ancaman masa nyata. …”
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An Effective and Practical Probabilistic Simplified Neutrosophic Approach for Accurate and Reliable Innovative Design Evaluation for Digital Media Arts by Yang Zhang, Yuzhuo Zhang

“…Traditional computational techniques are no longer effective and fail to capture the ambiguity and probabilistic behavior associated with artistic evaluation, gradually becoming untrusted for innovative design assessment. …”
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