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Exploring Classification Algorithms for Detecting Learning Loss in Islamic Religious Education: A Comparative Study
Sapdi, Rohmat Mulyana, Maylawati, Dian Sa'adillah, Ramdania, Diena Rauda, Budiman, Ichsan, Al-Amin, Muhammad Insan, Fuadi, Mi'raj
Published in JOIV : international journal on informatics visualization Online (31.05.2024)
Published in JOIV : international journal on informatics visualization Online (31.05.2024)
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Journal Article
Forecasting creditworthiness in credit scoring using machine learning methods
Mukhanova, Ayagoz, Baitemirov, Madiyar, Amirov, Azamat, Tassuov, Bolat, Makhatova, Valentina, Kaipova, Assemgul, Makhazhanova, Ulzhan, Ospanova, Tleugaisha
Published in International journal of electrical and computer engineering (Malacca, Malacca) (01.10.2024)
Published in International journal of electrical and computer engineering (Malacca, Malacca) (01.10.2024)
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Journal Article
Detection of MCI from MRI using Gradient Boosting Classifier
Sujathakumari, B A, Abhishek, M H, S, Darshan Singh, N, Aneesh K, S, Rakesh D, Mahanand, B S
Published in 2019 1st International Conference on Advances in Information Technology (ICAIT) (01.07.2019)
Published in 2019 1st International Conference on Advances in Information Technology (ICAIT) (01.07.2019)
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Conference Proceeding
A Comparison of Two-Stage Classifier Algorithm with Ensemble Techniques On Detection of Diabetic Retinopathy
Nagi, Ali Tariq, Javed Awan, Mazhar, Javed, Rabia, Ayesha, Noor
Published in 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) (06.04.2021)
Published in 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) (06.04.2021)
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Conference Proceeding
Exploring ML Methods for Sentiment Analysis in Text Data
Agarwal, Vishu, Tayal, Ashmit, Dixit, Rajani, Chugh, Bharti, Jain, Shikha
Published in 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS) (03.05.2024)
Published in 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS) (03.05.2024)
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Conference Proceeding
Enhancing Phishing Detection Through Ensemble Learning and Cross-Validation
Jawad, Samer Kadhim, Alnajjar, Satea Hikmat
Published in Smart Communications and Networking (SmartNets), International Conference on (28.05.2024)
Published in Smart Communications and Networking (SmartNets), International Conference on (28.05.2024)
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Conference Proceeding
Prediction of HIV-1 protease cleavage site from octapeptide sequence information using selected classifiers and hybrid descriptors
Onah, Emmanuel, Uzor, Philip F., Ugwoke, Ikenna Calvin, Eze, Jude Uche, Ugwuanyi, Sunday Tochukwu, Chukwudi, Ifeanyi Richard, Ibezim, Akachukwu
Published in BMC bioinformatics (08.11.2022)
Published in BMC bioinformatics (08.11.2022)
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Journal Article
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares
Ramírez, J., Górriz, J.M., Ortiz, A., Martínez-Murcia, F.J., Segovia, F., Salas-Gonzalez, D., Castillo-Barnes, D., Illán, I.A., Puntonet, C.G.
Published in Journal of neuroscience methods (15.05.2018)
Published in Journal of neuroscience methods (15.05.2018)
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Journal Article
Machine learning for prediction of euploidy in human embryos: in search of the best-performing model and predictive features
De Gheselle, Stefanie, Jacques, Céline, Chambost, Jérôme, Blank, Celine, Declerck, Klaas, De Croo, Ilse, Hickman, Cristina, Tilleman, Kelly
Published in Fertility and sterility (01.04.2022)
Published in Fertility and sterility (01.04.2022)
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Journal Article
Robust remote detection of depressive tendency based on keystroke dynamics and behavioural characteristics
Fadul, Ruba, AlShehhi, Aamna, Hadjileontiadis, Leontios
Published in Scientific reports (14.11.2024)
Published in Scientific reports (14.11.2024)
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Journal Article
Aberrant posterior cingulate connectivity classify first-episode schizophrenia from controls: A machine learning study
Liang, Sugai, Deng, Wei, Li, Xiaojing, Wang, Qiang, Greenshaw, Andrew J., Guo, Wanjun, Kong, Xiangzhen, Li, Mingli, Zhao, Liansheng, Meng, Yajing, Zhang, Chengcheng, Yu, Hua, Li, Xin-min, Ma, Xiaohong, Li, Tao
Published in Schizophrenia research (01.06.2020)
Published in Schizophrenia research (01.06.2020)
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Journal Article
Brain multi-contrast, multi-atlas segmentation of diffusion tensor imaging and ensemble learning automatically diagnose late-life depression
Siarkos, Kostas, Karavasilis, Efstratios, Velonakis, Georgios, Papageorgiou, Charalabos, Smyrnis, Nikolaos, Kelekis, Nikolaos, Politis, Antonios
Published in Scientific reports (20.12.2023)
Published in Scientific reports (20.12.2023)
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Journal Article
Performance analysis of machine learning algorithms and screening formulae for β–thalassemia trait screening of Indian antenatal women
Das, Reena, Saleh, Sarkaft, Nielsen, Izabela, Kaviraj, Anilava, Sharma, Prashant, Dey, Kartick, Saha, Subrata
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2022)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2022)
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Journal Article
EEG Connectivity is an Objective Signature of Reduced Consciousness and Sleep Depth
Inken, Toedt, Hermann, Gesine, Tagliazucchi, Enzo, Todtenhaupt, Inga Karin, Laufs, Helmut, von Wegner, Frederic
Published in Brain topography (05.09.2025)
Published in Brain topography (05.09.2025)
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Journal Article
Enhancing Silent Speech Decoding Using EEG and Gradient Boosting Classifiers: A Comparative Analysis of XGBoost and LightGBM on a Native Arabic Silent Speech Dataset
Shah, Rizwan, Riaz, Amina, Quershi, Shahnawaz, Zia, Ali, Iqbal, Uzair
Published in 2025 International Conference on Activity and Behavior Computing (ABC) (21.04.2025)
Published in 2025 International Conference on Activity and Behavior Computing (ABC) (21.04.2025)
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Conference Proceeding
Robust genetic machine learning ensemble model for intrusion detection in network traffic
Akhtar, Muhammad Ali, Qadri, Syed Muhammad Owais, Siddiqui, Maria Andleeb, Mustafa, Syed Muhammad Nabeel, Javaid, Saba, Ali, Syed Abbas
Published in Scientific reports (11.10.2023)
Published in Scientific reports (11.10.2023)
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Journal Article
Automated machine learning to predict the co‐occurrence of isocitrate dehydrogenase mutations and O6‐methylguanine‐DNA methyltransferase promoter methylation in patients with gliomas
Zhang, Simin, Sun, Huaiqiang, Su, Xiaorui, Yang, Xibiao, Wang, Weina, Wan, Xinyue, Tan, Qiaoyue, Chen, Ni, Yue, Qiang, Gong, Qiyong
Published in Journal of magnetic resonance imaging (01.07.2021)
Published in Journal of magnetic resonance imaging (01.07.2021)
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Journal Article
Detection of β-Thalassemia trait from a heterogeneous population with red cell indices and parameters
Saha, Subrata, Sharma, Prashant, Jain, Atul Kumar, Dutta, Bapi, Martínez, Luis, Saleh, Sarkaft, Dolai, Tuphan Kanti, Kaviraj, Anilava, Sanyal, Tanmay, Nielsen, Izabela, Das, Reena
Published in Computers in biology and medicine (01.06.2025)
Published in Computers in biology and medicine (01.06.2025)
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Journal Article