Suchergebnisse - "Classification algorithm"

Performance analysis of the water quality index model for predicting water state using machine learning techniques von Uddin, Md Galal, Nash, Stephen, Rahman, Azizur, Olbert, Agnieszka I.

“… Existing water quality index (WQI) models assess water quality using a range of classification schemes. Consequently, different methods provide a number of …”
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Water quality prediction and classification based on principal component regression and gradient boosting classifier approach von Md. Saikat Islam Khan, Nazrul Islam, Jia Uddin, Sifatul Islam, Mostofa Kamal Nasir

“… Estimating water quality has been one of the significant challenges faced by the world in recent decades. This paper presents a water quality prediction model …”
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COVID-19 World Vaccination Progress Using Machine Learning Classification Algorithms von M. Abdulkareem, Nasiba, Mohsin Abdulazeez, Adnan, Qader Zeebaree, Diyar, A. Hasan, Dathar

“… In December 2019, SARS-CoV-2 caused coronavirus disease (COVID-19) distributed to all countries, infecting thousands of people and causing deaths. COVID-19 …”
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An approach of battery adaptation in wireless sensor network with resource aware in extreme environmental area von Parenreng, Jumadi Mabe, Shiraj, Muhammad Reza, Zain, Satria Gunawan, Wahid, Abdul

“… A wireless sensor network (WSN) is a distributed wireless system that employs sensor nodes to perform various tasks, including sensing, monitoring, data …”
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Novel Approach to Evaluate Classification Algorithms and Feature Selection Filter Algorithms Using Medical Data von Masood, Fawad, Masood, Junaid, Zahir, Hina, Driss, Kaouthar, Mehmood, Nasir, Farooq, Hassan

“… In today’s world, hepatitis is a widespread problem related to the medical field, which directly affects the lives of mankind. For patient survival, data …”
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REMoDNaV: robust eye-movement classification for dynamic stimulation von Dar, Asim H., Wagner, Adina S., Hanke, Michael

“… Tracking of eye movements is an established measurement for many types of experimental paradigms. More complex and more prolonged visual stimuli have made …”
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Prediction of geological characteristics from shield operational parameters by integrating grid search and K-fold cross validation into stacking classification algorithm von Yan, Tao, Shen, Shui-Long, Zhou, Annan, Chen, Xiangsheng

“… This study presents a framework for predicting geological characteristics based on integrating a stacking classification algorithm (SCA) with a grid search …”
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Study on the effect of decompression music on anxiety patients based on emotion classification algorithm von Zhang, Dan

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A New Neural Dynamic Classification Algorithm von Rafiei, Mohammad Hossein, Adeli, Hojjat

“… The keys for the development of an effective classification algorithm are: 1) discovering feature spaces with large margins between clusters and close …”
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An Automated Machine Learning Approach for Smart Waste Management Systems von Rutqvist, David, Kleyko, Denis, Blomstedt, Fredrik

“… This paper presents the use of automated machine learning for solving a practical problem of a real-life Smart Waste Management system. In particular, the …”
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Semi-overlap functions and novel fuzzy reasoning algorithms with applications von Zhang, Xiaohong, Wang, Mei, Bedregal, Benjamín, Li, Mengyuan, Liang, Rong

“… In order to get a more general result related on fuzzy implications that induced by aggregation functions, we relax the definition of general overlap …”
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A simple framework to enhance the adversarial robustness of deep learning-based intrusion detection system von Yuan, Xinwei, Han, Shu, Huang, Wei, Ye, Hongliang, Kong, Xianglong, Zhang, Fan

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Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods von Zhang, Xiaoming, Yu, Lean

“… Credit risk assessment is a crucial element in credit risk management. With the extensive research on consumer credit risk assessment in recent decades, the …”
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Integrating TANBN with cost sensitive classification algorithm for imbalanced data in medical diagnosis von Gan, Dan, Shen, Jiang, An, Bang, Xu, Man, Liu, Na

“… •Propose AdaC-TANBN algorithm for imbalanced data in medical diagnosis.•Use variable misclassification cost determined by samples distribution probability.•It …”
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Machine learning model (RG-DMML) and ensemble algorithm for prediction of students’ retention and graduation in education von Okoye, Kingsley, Nganji, Julius T., Escamilla, Jose, Hosseini, Samira

“… Automated prediction of students' retention and graduation in education using advanced analytical methods such as artificial intelligence (AI), has recently …”
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Research on Image Classification Algorithm Based on Convolutional Neural Network von Luo, Lihua

“… Nowadays, we are in the information age. Pictures carry a lot of information and play an indispensable role. For a large number of images, it is very important …”
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Analyzing Student Performance in Programming Education Using Classification Techniques von Sunday, Kissinger, Ocheja, Patrick, Hussain, Sadiq, Oyelere, Solomon Sunday, Samson, Balogun Oluwafemi, Agbo, Friday Joseph

“… In this research, we aggregated students log data such as Class Test Score (CTS), Assignment Completed (ASC), Class Lab Work (CLW) and Class Attendance (CATT) …”
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Burst-classifier: Automated classification of solar radio burst type II, III and IV for CALLISTO spectra using physical properties during maximum of solar cycle 24 von Afandi, N.Z. Mohd, Umar, R., Sabri, N.H., Safei, S., Monstein, C., Lau, C.C., Syed Zafar, S.N.A.

“… Continuous observation of solar radio bursts (SRBs) throughout the year using the CALLISTO spectrometer generates a huge volume of spectral data. This study …”
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A novel automatic crack classification algorithm of 3-D woven composites based on deep-learning U-Net model von Zhu, Kai, Cao, Wenjing, Ran, Chenhao, Gu, Bohong

“… [Display omitted] •The trained U-Net model is universal for composites under different pressures.•A novel automatic crack classification algorithm was proposed …”
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Improved naive Bayes classification algorithm for traffic risk management von Chen, Hong, Hu, Songhua, Hua, Rui, Zhao, Xiuju

“… Naive Bayesian classification algorithm is widely used in big data analysis and other fields because of its simple and fast algorithm structure. Aiming at the …”
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