Search Results - "Data balancing algorithm"

Data-Balancing Algorithm Based on Generative Adversarial Network for Robust Network Intrusion Detection by Hsieh, Cheng-En, Lin, Wei-Min, Li, Jung-Shian, Li, Chu-Fen, Liu, I-Hsien

“…) to implement the IDS machine learning model. A data-balancing algorithm based on a generative adversarial network (GAN…”
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LightGBM integration with modified data balancing and whale optimization algorithm for rock mass classification by Li, Long

“…The accurate prediction of uneven rock mass classes is crucial for intelligent operation in tunnel-boring machine (TBM) tunneling. However, the classification…”
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SMOTEMD: UN ALGORITMO DE BALANCEO DE DATOS MIXTOS PARA BIG DATA EN R by Morales Oñate, Víctor, Moreta, Luis, Morales-Oñate, Bolívar

“…Analizar muestras con datos desbalanceados es un desafío para quien debe utilizarlos en términos de modelización. Un contexto en el que esto sucede es cuando…”
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A novel miRNA-based classification model of risks and stages for clear cell renal cell carcinoma patients by Dessie, Eskezeia Y., Tsai, Jeffrey J. P., Chang, Jan-Gowth, Ng, Ka-Lok

“…Background Clear cell renal cell carcinoma (ccRCC) is the most common subtype of renal carcinoma and patients at advanced stage showed poor survival rate…”
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Assessing the long-term persistence of SARS-CoV-2 in Guinea: insights from post-epidemic sentinel syndromic surveillance data by Kadio, Kadio Jean Jacques Olivier, Gnimadi, Thibaut Armel Chérif, Guichet, Emilande, Hounmenou, Castro Gbêmemali, Soumah, Abdoul Karim, Diallo, Haby, Camara, Amadou, Camara, Saidouba Chérif, Sandouno, Marie Rose, Bangoura, Salifou Talassone, Diaby, Maladho, Richard, Vincent, Poublan, Julien, Sidibé, Sidikiba, Delamou, Alexandre, Camara, Alioune, Kéita, Alpha Kabinet, Delaporte, Eric, Touré, Abdoulaye

“…In December 2019, the world experienced one of the significant health crises of the 21st century with the emergence and rapid spread of the potentially fatal…”
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Automatically Tagging the "AAA" Pattern in Unit Test Cases Using Machine Learning Models by Wei, Chenhao, Xiao, Lu, Yu, Tingting, Chen, Xinyu, Wang, Xiao, Wong, Sunny, Clune, Abigail

“…The AAA pattern (i.e., Arrange-Act-Assert ) is a common and natural layout to create a test case. Following this pattern in test cases may benefit…”
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Privacy and distribution preserving generative adversarial networks with sample balancing by Sun, Haoran, Tang, Jinchuan, Dang, Shuping, Chen, Gaojie

“… To address the above issues, this work proposes a balanced Two-Stage DP-GAN (TS-DPGAN) framework. In Stage I, we use a data balancing algorithm with sampling techniques to reduce the bias and learn features from previously undertrained classes…”
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Registration and segmentation of PPL and XPL images of geological polished sections containing anisotropic minerals by Razzhivina, D. I., Korshunov, D. M., Boguslavsky, M. A., Khvostikov, A. V., Sorokin, D. V.

“…We propose the neural network-based method for segmentation of minerals in images of geological polished sections. We use a specific image set where the images…”
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Research on Synchronization Problem of Triple Redundancy Flight Control Computer by Cheng, Mingyan, Zhao, Congwei, Wang, Xinhua, Gong, Huajun

“…This paper introduces an integral data balancing algorithm using dual-port RAM as the hardware medium…”
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Prediction of Autism-Related Genes Using a New Clustering-Based Under-Sampling Method by Dang, Xuan Tho, Hung Bui, Duong, Nguyen, Thi Hong, Quoc Vinh Nguyen, Tran, Tran, Dang Hung

“…Autism is one of the neurological disorders that occurs in children. There are many causes of autism, one of which is genetic factors. Therefore, in order to…”
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Research on K-Means Clustering Algorithm Based on Relational Database Management System by Lian, Jieting, Zhang, Shengyuan, Sun, Baiwei

“… By implementing SSH connection protocols and a frequency-based data balancing algorithm (FODO), we enhance the system's…”
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Retraction Notice: Defeating the Credit Card Scams Through Machine Learning Algorithms by Bains, Kameron, Fasanmade, Adebamigbe, Morden, Jarrad, Al-Bayatti, Ali H., Sharif, Mhd Saeed, Alfakeeh, Ahmed S.

“…Credit card fraud is a significant problem that is not going to go away. It is a growing problem and surged during the Covid-19 pandemic since more…”
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Retracted: Defeating the Credit Card Scams Through Machine Learning Algorithms by Bains, Kameron, Fasanmade, Adebamigbe, Morden, Jarrad, Al-Bayatti, Ali H., Sharif, Mhd Saeed, Alfakeeh, Ahmed S.

“…Credit card fraud is a significant problem that is not going to go away. It is a growing problem and surged during the Covid-19 pandemic since more…”
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Machine Learning-Based Prediction of First Trimester Down Syndrome Risk in East Asian Populations by Chen, Yen-Tin, Chen, Gina, Lin, Yu-Shiang

“…Down syndrome is the most common chromosomal abnormality in newborns, often leading to developmental delays and congenital structural anomalies. This study…”
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Machine learning-based discrimination of unipolar depression and bipolar disorder with streamlined shortlist in adolescents of different ages by Wang, Yang, Huang, Cheng, Li, Pingping, Niu, Ben, Fan, Tingxuan, Wang, Hairong, Zhou, Yongjie, Chai, Yujuan

“… The unequal patient number was balanced with three data balancing algorithms, and 4 machine learning algorithms were compared for the discrimination ability of UD and BD in three age groups: all ages, 12–15 and 16–18. Random forest (RF…”
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Optimization of diabetes prediction methods based on combinatorial balancing algorithm by Shao, HuiZhi, Liu, Xiang, Zong, DaShuai, Song, QingJun

“…Background Diabetes, as a significant disease affecting public health, requires early detection for effective management and intervention. However, imbalanced…”
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Investigation and application of data balancing and combined discriminant model in rock burst severity prediction by Yan, Shaohong, Liu, Runze, Zhang, Yanbo, Yao, Xulong, Yang, Yueqi, Wang, Qi, Guo, Bin, Wang, Shuai

“…)-Tomek Link data balancing algorithms with Bayesian Optimization (BO)-Multilayer Perceptron (MLP)-Random Forest (RF…”
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Comparing Resampling Algorithms and Classifiers for Modeling Traffic Risk Prediction by Wang, Bo, Zhang, Chi, Wong, Yiik Diew, Hou, Lei, Zhang, Min, Xiang, Yujie

“…Road infrastructure has significant effects on road traffic safety and needs further examination. In terms of traffic crash prediction, recent studies have…”
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Addressing subjectivity in paralinguistic data labeling for improved classification performance: A case study with Spanish-speaking Mexican children using data balancing and semi-supervised learning by Fajardo-Delgado, Daniel, Vázquez-Gómez, Isabel G., Pérez-Espinosa, Humberto

“…Paralinguistics is an essential component of verbal communication, comprising elements that provide additional information to the language, such as emotional…”
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Highly scalable data balanced distributed search structures by Apparao, Padmashree K

“…Present trends in parallel processing and distributed databases necessitate the maintainence of large volumes of data. Scalable distributed search structures…”
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