Handling missing values and imbalanced classes in machine learning to predict consumer preference: Demonstrations and comparisons to prominent methods
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Liu, Yahui
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Glorious Sun School of Business and Management, Donghua University, 1882 West Yan'an Road, Shanghai,200051, ChinaGlorious Sun School of Business and Management, Donghua University, 1882 West Yan'an Road, Shanghai,200051, China
Liu, Yahui
[1
]
Li, Bin
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Wright State University, 3640 Colonel Glenn Hwy., Dayton,OH,45435-0001, United StatesGlorious Sun School of Business and Management, Donghua University, 1882 West Yan'an Road, Shanghai,200051, China
Li, Bin
[2
]
Yang, Shuai
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Glorious Sun School of Business and Management, Donghua University, 1882 West Yan'an Road, Shanghai,200051, ChinaGlorious Sun School of Business and Management, Donghua University, 1882 West Yan'an Road, Shanghai,200051, China
Yang, Shuai
[1
]
Li, Zhen
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Faculty of Business and Commerce, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka,564-8680, JapanGlorious Sun School of Business and Management, Donghua University, 1882 West Yan'an Road, Shanghai,200051, China
Li, Zhen
[3
]
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[1] Glorious Sun School of Business and Management, Donghua University, 1882 West Yan'an Road, Shanghai,200051, China
[2] Wright State University, 3640 Colonel Glenn Hwy., Dayton,OH,45435-0001, United States
[3] Faculty of Business and Commerce, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka,564-8680, Japan
机构:
Donghua Univ, Glorious Sun Sch Business & Management, 1882 West Yanan Rd, Shanghai 200051, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, 1882 West Yanan Rd, Shanghai 200051, Peoples R China
Liu, Yahui
Li, Bin
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Wright State Univ, 3640 Colonel Glenn Hwy, Dayton, OH 45435 USADonghua Univ, Glorious Sun Sch Business & Management, 1882 West Yanan Rd, Shanghai 200051, Peoples R China
Li, Bin
Yang, Shuai
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Donghua Univ, Glorious Sun Sch Business & Management, 1882 West Yanan Rd, Shanghai 200051, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, 1882 West Yanan Rd, Shanghai 200051, Peoples R China
Yang, Shuai
Li, Zhen
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Kansai Univ, Fac Business & Commerce, 3-3-35 Yamate Cho, Suita, Osaka 5648680, JapanDonghua Univ, Glorious Sun Sch Business & Management, 1882 West Yanan Rd, Shanghai 200051, Peoples R China
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Sri Ramachandra Inst Higher Educ & Res, Sri Ramachandra Fac Engn & Technol, Chennai 600116, IndiaSri Ramachandra Inst Higher Educ & Res, Sri Ramachandra Fac Engn & Technol, Chennai 600116, India
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Univ Malaya, Fac Comp Sci & Informat Technol, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Comp Sci & Informat Technol, Kuala Lumpur 50603, Malaysia
Ahmad, Muneer
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Waqar, Kinza
Priyaah, Kirthanaah
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Univ Malaya, Fac Comp Sci & Informat Technol, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Comp Sci & Informat Technol, Kuala Lumpur 50603, Malaysia
Priyaah, Kirthanaah
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Nebhen, Jamel
Alshamrani, Sultan S.
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Taif Univ, Dept Informat Technol, Coll Comp & Informat Technol, POB 11099, At Taif 21944, Saudi ArabiaUniv Malaya, Fac Comp Sci & Informat Technol, Kuala Lumpur 50603, Malaysia
Alshamrani, Sultan S.
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Raza, Muhammad Ahsan
Ali, Ihsan
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Univ Malaya, Fac Comp Sci & Informat Technol, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Comp Sci & Informat Technol, Kuala Lumpur 50603, Malaysia
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Univ Nacl Colombia, GAUNAL, La Paz, ColombiaCedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Rios, Richard
Miller, Robert J. H.
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Univ Calgary, Dept Cardiac Sci, Calgary, AB, CanadaCedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Miller, Robert J. H.
Manral, Nipun
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Manral, Nipun
Sharir, Tali
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Assuta Med Ctr, Dept Nucl Cardiol, Tel Aviv, Israel
Ben Gurion Univ Negev, Fac Hlth Sci, Beer Sheva, IsraelCedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Sharir, Tali
Einstein, Andrew J.
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Columbia Univ, Irving Med Ctr, Dept Med, Div Cardiol, New York, NY USA
New York Presbyterian Hosp, New York, NY USA
Columbia Univ, Irving Med Ctr, Dept Radiol, New York, NY USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Einstein, Andrew J.
Fish, Mathews B.
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Oregon Heart & Vasc Inst, Sacred Heart Med Ctr, Dept Nucl Med, Springfield, OR USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Fish, Mathews B.
Ruddy, Terrence D.
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Univ Ottawa, Heart Inst, Div Cardiol, Ottawa, ON, CanadaCedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Ruddy, Terrence D.
Kaufmann, Philipp A.
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Univ Hosp Zurich, Dept Nucl Med, Cardiac Imaging, Zurich, SwitzerlandCedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Kaufmann, Philipp A.
Sinusas, Albert J.
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Yale Univ, Sch Med, Sect Cardiovasc Med, Dept Internal Med, New Haven, CT USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Sinusas, Albert J.
Miller, Edward J.
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Yale Univ, Sch Med, Sect Cardiovasc Med, Dept Internal Med, New Haven, CT USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Miller, Edward J.
Bateman, Timothy M.
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Cardiovasc Imaging Technol LLC, Kansas City, MO USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Bateman, Timothy M.
Dorbala, Sharmila
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Brigham & Womens Hosp, Dept Radiol, Div Nucl Med & Mol Imaging, 75 Francis St, Boston, MA 02115 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Dorbala, Sharmila
Di Carli, Marcelo
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Brigham & Womens Hosp, Dept Radiol, Div Nucl Med & Mol Imaging, 75 Francis St, Boston, MA 02115 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Di Carli, Marcelo
Van Kriekinge, Serge D.
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Van Kriekinge, Serge D.
Kavanagh, Paul B.
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Kavanagh, Paul B.
Parekh, Tejas
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Parekh, Tejas
Liang, Jonna X.
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Liang, Jonna X.
Dey, Damini
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Dey, Damini
Berman, Daniel S.
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
Berman, Daniel S.
Slomka, Piotr J.
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Cedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USACedars Sinai Med Ctr, Div Artificial Intelligence Med Imaging & Biomed, Dept Med, Los Angeles, CA 90048 USA
机构:
Menoufia Univ, Fac Elect Engn, Dept Comp Sci & Engn, Tanta, Egypt
Prince Sultan Univ, Struct & Mat Res Lab, Riyadh, Saudi ArabiaMenoufia Univ, Fac Elect Engn, Dept Elect & Commun Engn, Menoufia, Egypt
Hemdan, Ezz El-Din
El-Shafai, Walid
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Menoufia Univ, Fac Elect Engn, Dept Elect & Commun Engn, Menoufia, Egypt
Prince Sultan Univ, Comp Sci Dept, Secur Engn Lab, Riyadh, Saudi ArabiaMenoufia Univ, Fac Elect Engn, Dept Elect & Commun Engn, Menoufia, Egypt
El-Shafai, Walid
Shokair, Mona
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Menoufia Univ, Fac Elect Engn, Dept Elect & Commun Engn, Menoufia, Egypt
October 6 Univ, Fac Engn, Giza, EgyptMenoufia Univ, Fac Elect Engn, Dept Elect & Commun Engn, Menoufia, Egypt