COCO: Coherent Consensus Schema For Dynamic Spectrum Allocation For 5G by C. Rajesh Babu, Kadiyala Ramana, R. Jeya, Asadi Srinivasulu

“…Coherent PU-SU packet acceptance algorithm for Secondary User (SU) in DSA. 2. Consensus Algorithm for PU-SU Channel Reservation in DSA. …”
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A Non-Contact AI-Based Approach to Multi-Failure Detection in Avionic Systems by Chengxin Liu, Michele Ferlauto, Haiwen Yuan

“…Despite self-diagnostic features in current avionics systems, circuit damage and multiple simultaneous failures may arise, compromising safety and diagnostic accuracy. …”
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Use of Sentinel-2 images for the detection of sandbars along the Lower Vistula by Klaudia Oktawia Kryniecka, Artur Magnuszewski

“…Every water index used had different results. The difference may be reduced by improving different threshold value algorithm.…”
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The expression profile of phosphatidylinositol in high spatial resolution imaging mass spectrometry as a potential biomarker for prostate cancer. by Takayuki Goto, Naoki Terada, Takahiro Inoue, Kenji Nakayama, Yoshiyuki Okada, Takeshi Yoshikawa, Yu Miyazaki, Masayuki Uegaki, Shinji Sumiyoshi, Takashi Kobayashi, Tomomi Kamba, Koji Yoshimura, Osamu Ogawa

“…These differences in PI expression profiles may serve as a novel diagnostic tool for prostate cancer.…”
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Digital-twin driven alignment control method for marine shafting with air spring vibration isolation system by Song Liu, Liang Shi, Wei Xu, ZeChao Hu

“…Abstract Shafting alignment is crucial for marine propulsion systems and may affect the safety and stability of ship operations. …”
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Online Meta-Recommendation of CUSUM Hyperparameters for Enhanced Drift Detection by Jessica Fernandes Lopes, Sylvio Barbon Junior, Leonimer Flávio de Melo

“…However, its effectiveness heavily depends on the hyperparameter configuration, as a single setup may not be universally suitable across the entire time series. …”
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Out-of-step detection for synchronous generators using electrical power analysis and Durbin Watson testing by R. A. Mahmoud, E. S. Elwakil

“…Abstract Shunt faults may cause significant fluctuations in the electrical output of the Synchronous Generators (SGs), leading to a loss of synchronization with the remaining power network. …”
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Prediction of Solar Radiation Data for Garlic Production in Magelang Regency Using Long Short-Term Memory by Muhammad Safrul Safrudin, Imas Sukaesih Sitanggang, Hari Agung Adrianto, Syarifah Aini

“…This study aims to determine the optimal solar radiation for garlic growth using the Long Short-Term Memory (LSTM) algorithm. This algorithm was selected due to its ability to analyze time-series data and predict long-term patterns. …”
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Sentiment Analysis using Support Vector Machine and Random Forest by Talha Ahmed Khan, Rehan Sadiq, Zeeshan Shahid, Muhammad Mansoor Alam, Mazliham Bin Mohd Su'ud

“…The Random Forest algorithm achieved an accuracy of 0.78564, while SVM outperformed it slightly with an accuracy of 0.80394. …”
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Detecting significant expression patterns in single-cell and spatial transcriptomics with a flexible computational approach by Hadas Biran, Tamar Hashimshony, Tamar Lahav, Or Efrat, Yael Mandel-Gutfreund, Zohar Yakhini

“…The algorithm outputs a list of structures, each defined by a set of genes working simultaneously in a specific population of cells. …”
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An Improved DGA Feature Clustering-Based Method for Transformer Fault Diagnosis by Yujie Zhang, Jian Feng, Shanyuan Wang

“…At present, intelligent fault diagnosis methods for power transformers are mostly based on classification algorithms, but the diagnosis models may be relatively complicated. …”
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Large-scale gene expression data clustering through incremental ensemble approach by Imran Khan, Abdul Khalique Shaikh, Naresh Adhikari

“…The results from both biological and non-biological data demonstrate that the proposed algorithm outperformed the state-of-the-art algorithms. …”
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Potential G-quadruplexes and i-Motifs in the SARS-CoV-2. by Efres Belmonte-Reche, Israel Serrano-Chacón, Carlos Gonzalez, Juan Gallo, Manuel Bañobre-López

“…Using NMR and CD spectroscopy, we found several highly stable RNA quadruplexes that may be suitable therapeutic targets for the SARS-CoV-2.…”
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COMORBID PATIENT IN GASTROENTEROLOGY: INDIVIDUAL APPROACH by I. G. Bakulin, S. A. Sayganov, M. I. Skalinskaya, E. V. Skazyayeva, I. V. Lapinskii

“…The choice of therapeutic-diagnostic algorithm was based on modern Russian and foreign recommendations. …”
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Individual cylinder air–fuel ratio estimation and control for a large-bore gas fuel engine by Tianbo Wang, Siqin Chang, Liang Liu, Jianhui Zhu, Yaxuan Xu

“…For internal combustion engines with multi-cylinders, the differences of fuel injection, air distribution, and even exhaust gas recirculation between cylinders may result in cylinder-to-cylinder imbalance, and then the exhaust emission and engine performance will be poor. …”
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Forecasting Drought Using Multilayer Perceptron Artificial Neural Network Model by Zulifqar Ali, Ijaz Hussain, Muhammad Faisal, Hafiza Mamona Nazir, Tajammal Hussain, Muhammad Yousaf Shad, Alaa Mohamd Shoukry, Showkat Hussain Gani

“…These days human beings are facing many environmental challenges due to frequently occurring drought hazards. It may have an effect on the country’s environment, the community, and industries. …”
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High-performance sentiment classification of product reviews using GPU(parallel)-optimized ensembled methods by Annaluri Sreenivasa Rao, Yeruva Jaipal Reddy, Guggilam Navya, Neelima Gurrapu, Jala Jeevan, M. Sridhar, Desidi Narasimha Reddy, Siva Kumar Pathuri, Dama Anand

“…It outperforms existing algorithms like SLIQ and MMDBM, demonstrating GPU mining's efficiency. …”
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Feature Variable Selection Based on VIS-NIR Spectra and Soil Moisture Content Prediction Model Construction by Nan Zhou, Jin Hong, Bo Song, Shichao Wu, Yichen Wei, Tao Wang

“…The findings indicate that: (1) the most reliable spectrum preprocessing technique is the first derivative (FD), which can significantly enhance the model’s prediction power and spectral characteristic information. (2) The feature band selection method’s prediction effect of soil moisture content is typically superior to that of full-spectrum data. (3) The random forest (RF) prediction model for soil moisture content with the highest accuracy was built by combining the genetic algorithm (GA) with the FD preprocessed spectra. The results may provide a new understanding on how to use VIS-NIR to measure soil moisture content.…”
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Determination of Optimal Parameters of the Ground Filling During the Laying of Power Cable Lines by M. E. Vysotski

“…To solve the optimization problem, a genetic algorithm implemented in the MS Excel environment was used. …”
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Enhancing Security of Databases through Anomaly Detection in Structured Workloads by Charanjeet Dadiyala, Faijan Qureshi, Kritika Anil Bhattad, Sourabh Thakur, Nida Tabassum Sharif Sheikh, Kushagra Anil Kumar Singh

“…The present research utilized the Isolation Forest algorithm to detect outliers in high-dimensional data sets. …”
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