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1by Riston T.; Suherman S.N.; Yonnatan Y.; Indrayatna F.; Pravitasari A.A.; Sari E.N.; Herawan T.“… distribution with parameters, and it can even arrive with an imbalance. Imbalanced data generates a lot…”
Published in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2023)
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2by Zaeni I.A.E.; Primadi W.; Osman M.K.; Anzani D.R.; Lestari D.; Handayani A.N.“…. The step imbalance indicates difference in walking between both the right and left legs and can be used…”
Published in 2022 5th International Conference on Vocational Education and Electrical Engineering: The Future of Electrical Engineering, Informatics, and Educational Technology Through the Freedom of Study in the Post-Pandemic Era, ICVEE 2022 - Proceeding (2022)
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3by Abu Bakar N.S.; Wan Yaacob W.F.; Wah Y.B.; Wan Omar W.M.; Mukhaiyar U.“…In recent years, extensive research has been carried out on big data class imbalance problems using…”
Published in Journal of Advanced Research in Applied Sciences and Engineering Technology (2024)
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4“…In supervised machine learning, class imbalance is commonly occurring when the number of examples…”
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5by Rahman H.A.A.; Wah Y.B.; He H.; Bulgiba A.“…Data mining classification techniques are affected by the presence of imbalances between classes…”
Published in Communications in Computer and Information Science (2015)
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6by Roof, Amira Nabila Mat; James, Richard Johari; Ramli, Salfarina; Sritularak, Boonchoo; Rojsitthisak, Pornchai; Halim, Hasseri“…Background: The imbalance level of Reactive Oxygen Species (ROS) in the body can lead to oxidative…”
Published in INTERNATIONAL JOURNAL OF PHARMACEUTICAL INVESTIGATION (2024)
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7by Kristian Y.; Yesenia A.V.; Safina S.; Pravitasari A.A.; Sari E.N.; Herawan T.“… the imbalance, and handling it with SMOTE, random oversampling and random undersampling. Support Vector Machines…”
Published in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2023)
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8by Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Razali N.F.; Marzuki M.I.F.“…Medical image segmentation faces challenges due to class imbalance, where the foreground often…”
Published in 2024 20th IEEE International Colloquium on Signal Processing and Its Applications, CSPA 2024 - Conference Proceedings (2024)
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9by Hasan K.; Othman M.M.; Meraj S.T.; Rahman M.S.; Lipu M.S.H.; Kotsampopoulos P.“… mathematically simple structure that can thoroughly attenuate voltage imbalance and has quick dynamic response…”
Published in Electronics (Switzerland) (2023)
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10by Gao X.; Jamil N.; Ramli M.I.; Ariffin S.M.Z.S.Z.“… classification performance, particularly in situations when there is a high-class imbalance. When it comes…”
Published in International Journal on Informatics Visualization (2024)
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11“… tension due to the asymmetry in the strength of the lower extremity muscles. This imbalance could be due…”
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12by Haslan M.A.; Samsulrizal N.; Hashim N.; Zin N.S.N.M.; Shirazi F.H.; Goh Y.M.“…Background: Insulin resistance and hormonal imbalances are key features in the pathophysiology…”
Published in BMC Complementary Medicine and Therapies (2021)
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13“… the imbalance between historical aesthetics and modern utility. Using Convolutional Neural Networks (CNN…”
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14by Osman R.; Hilmi Z.A.G.; Ramli N.; Abdullah N.H.M.; Alam N.M.F.H.N.B.“…-physical. Thus, the lack of understanding and imbalance in mathematics learning involving metaphysical…”
Published in Malaysian Journal of Mathematical Sciences (2022)
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15by Kassim E.S.; Tajmi T.A.M.; Hairuddin H.; Malik A.M.A.; Tobi S.U.M.“… significant outcomes: 1) SE imbalance measurement; 2) SE capabilities and relationship with governance…”
Published in International Journal of Environment and Sustainable Development (2020)
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16“… endometrium also leads to defective reproductive outcome in females. Moreover, stress-related imbalance…”
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17by Ananth, D. V. N.; Hannoon, Naeem; Yunus, Mohamed Shahriman Bin Mohamed; Jamaludin, Mohd Hanif Bin; Charavarthy, V. V. S. S. Sameer; Chowdary, P. S. R.“… in voltage and current changes with current imbalances were observed on 1st May 2019 morning 8'o clock…”
Published in ACTA IMEKO (2023)
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18by Sapari N.M.; Rohaimi Mohd Dahalan M.; Rasyid M.M.; Zaki Daud M.“… on the imbalance power value. This paper focused on the analysis to select the best combination of load to be shed…”
Published in 2023 IEEE Conference on Energy Conversion, CENCON 2023 (2023)
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19by Thamrin N.M.; Ali M.S.A.M.; Misnan M.F.; Ibrahim N.N.N.; Shaghaghi N.“… has made it unpopular, and improper management of it could invite an imbalance environment to its…”
Published in Journal of Mechanical Engineering (2021)
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20by Binti Roslan I.K.; Ehara F.“… flipping, addressed class imbalance. The study introduces innovative data augmentation techniques…”
Published in Proceedings - 2024 2nd International Conference on Computer Graphics and Image Processing, CGIP 2024 (2024)
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