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Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
Alzubaidi, Laith, Zhang, Jinglan, Humaidi, Amjad J., Al-Dujaili, Ayad, Duan, Ye, Al-Shamma, Omran, Santamaría, J., Fadhel, Mohammed A., Al-Amidie, Muthana, Farhan, Laith
Published in Journal of big data (31.03.2021)
Published in Journal of big data (31.03.2021)
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A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications
Alzubaidi, Laith, Bai, Jinshuai, Al-Sabaawi, Aiman, Santamaría, Jose, Albahri, A. S., Al-dabbagh, Bashar Sami Nayyef, Fadhel, Mohammed A., Manoufali, Mohamed, Zhang, Jinglan, Al-Timemy, Ali H., Duan, Ye, Abdullah, Amjed, Farhan, Laith, Lu, Yi, Gupta, Ashish, Albu, Felix, Abbosh, Amin, Gu, Yuantong
Published in Journal of big data (01.12.2023)
Published in Journal of big data (01.12.2023)
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A survey on missing data in machine learning
Emmanuel, Tlamelo, Maupong, Thabiso, Mpoeleng, Dimane, Semong, Thabo, Mphago, Banyatsang, Tabona, Oteng
Published in Journal of big data (27.10.2021)
Published in Journal of big data (27.10.2021)
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Selecting critical features for data classification based on machine learning methods
Chen, Rung-Ching, Dewi, Christine, Huang, Su-Wen, Caraka, Rezzy Eko
Published in Journal of big data (23.07.2020)
Published in Journal of big data (23.07.2020)
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Transfer learning: a friendly introduction
Hosna, Asmaul, Merry, Ethel, Gyalmo, Jigmey, Alom, Zulfikar, Aung, Zeyar, Azim, Mohammad Abdul
Published in Journal of big data (22.10.2022)
Published in Journal of big data (22.10.2022)
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Big data in healthcare: management, analysis and future prospects
Dash, Sabyasachi, Shakyawar, Sushil K., Sharma, Mohit, Kaushik, Sandeep
Published in Journal of big data (19.06.2019)
Published in Journal of big data (19.06.2019)
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A survey on addressing high-class imbalance in big data
Leevy, Joffrey L., Khoshgoftaar, Taghi M., Bauder, Richard A., Seliya, Naeem
Published in Journal of big data (01.11.2018)
Published in Journal of big data (01.11.2018)
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