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• W4323348775 abstract "Abstract Protein–protein interactions (PPIs) carry out the cellular processes of all living organisms. Experimental methods for PPI detection suffer from high cost and false-positive rate, hence efficient computational methods are highly desirable for facilitating PPI detection. In recent years, benefiting from the enormous amount of protein data produced by advanced high-throughput technologies, machine learning models have been well developed in the field of PPI prediction. In this paper, we present a comprehensive survey of the recently proposed machine learning-based prediction methods. The machine learning models applied in these methods and details of protein data representation are also outlined. To understand the potential improvements in PPI prediction, we discuss the trend in the development of machine learning-based methods. Finally, we highlight potential directions in PPI prediction, such as the use of computationally predicted protein structures to extend the data source for machine learning models. This review is supposed to serve as a companion for further improvements in this field." @default.
• W4323348775 created "2023-03-08" @default.
• W4323348775 creator A5014264612 @default.
• W4323348775 creator A5018620403 @default.
• W4323348775 creator A5027286013 @default.
• W4323348775 creator A5035414166 @default.
• W4323348775 creator A5055065911 @default.
• W4323348775 creator A5065713846 @default.
• W4323348775 creator A5079911106 @default.
• W4323348775 date "2023-03-01" @default.
• W4323348775 modified "2023-10-15" @default.
• W4323348775 title "Machine learning on protein–protein interaction prediction: models, challenges and trends" @default.
• W4323348775 cites W1496604422 @default.
• W4323348775 cites W1501531009 @default.
• W4323348775 cites W1647597862 @default.
• W4323348775 cites W1926568554 @default.
• W4323348775 cites W1955121107 @default.
• W4323348775 cites W1969051510 @default.
• W4323348775 cites W1982267716 @default.
• W4323348775 cites W1990908649 @default.
• W4323348775 cites W1993279060 @default.
• W4323348775 cites W1997870466 @default.
• W4323348775 cites W2005162839 @default.
• W4323348775 cites W2005604222 @default.
• W4323348775 cites W2006124679 @default.
• W4323348775 cites W2008708467 @default.
• W4323348775 cites W2011242261 @default.
• W4323348775 cites W2013503778 @default.
• W4323348775 cites W2024103356 @default.
• W4323348775 cites W2036956828 @default.
• W4323348775 cites W2039473152 @default.
• W4323348775 cites W2040941311 @default.
• W4323348775 cites W2044523575 @default.
• W4323348775 cites W2044573154 @default.
• W4323348775 cites W2045911289 @default.
• W4323348775 cites W2051210555 @default.
• W4323348775 cites W2052611179 @default.
• W4323348775 cites W2053418558 @default.
• W4323348775 cites W2060287713 @default.
• W4323348775 cites W2068749491 @default.
• W4323348775 cites W2076723453 @default.
• W4323348775 cites W2084619201 @default.
• W4323348775 cites W2094148990 @default.
• W4323348775 cites W2106187536 @default.
• W4323348775 cites W2106532429 @default.
• W4323348775 cites W2108102049 @default.
• W4323348775 cites W2108134720 @default.
• W4323348775 cites W2111072639 @default.
• W4323348775 cites W2123375001 @default.
• W4323348775 cites W2127073167 @default.
• W4323348775 cites W2128900650 @default.
• W4323348775 cites W2130479394 @default.
• W4323348775 cites W2132582966 @default.
• W4323348775 cites W2134672568 @default.
• W4323348775 cites W2135693621 @default.
• W4323348775 cites W2138024120 @default.
• W4323348775 cites W2138865250 @default.
• W4323348775 cites W2139237500 @default.
• W4323348775 cites W2140095548 @default.
• W4323348775 cites W2140946052 @default.
• W4323348775 cites W2143720865 @default.
• W4323348775 cites W2148853951 @default.
• W4323348775 cites W2149310258 @default.
• W4323348775 cites W2150452800 @default.
• W4323348775 cites W2150926065 @default.
• W4323348775 cites W2151412657 @default.
• W4323348775 cites W2152705149 @default.
• W4323348775 cites W2156125289 @default.
• W4323348775 cites W2158714788 @default.
• W4323348775 cites W2161922860 @default.
• W4323348775 cites W2162392441 @default.
• W4323348775 cites W2165160727 @default.
• W4323348775 cites W2167869241 @default.
• W4323348775 cites W2169228168 @default.
• W4323348775 cites W2172049947 @default.
• W4323348775 cites W2268472773 @default.
• W4323348775 cites W2280888683 @default.
• W4323348775 cites W2314111724 @default.
• W4323348775 cites W2342374505 @default.
• W4323348775 cites W2534390616 @default.
• W4323348775 cites W2616246685 @default.
• W4323348775 cites W2618265628 @default.
• W4323348775 cites W2754800853 @default.
• W4323348775 cites W2774178591 @default.
• W4323348775 cites W2793168264 @default.
• W4323348775 cites W2793216206 @default.
• W4323348775 cites W2885015404 @default.
• W4323348775 cites W2885583144 @default.
• W4323348775 cites W2890911678 @default.
• W4323348775 cites W2898210859 @default.
• W4323348775 cites W2900569176 @default.
• W4323348775 cites W2904588797 @default.
• W4323348775 cites W2911964244 @default.
• W4323348775 cites W2929098116 @default.
• W4323348775 cites W2952253955 @default.
• W4323348775 cites W2957436444 @default.
• W4323348775 cites W2967960129 @default.
• W4323348775 cites W2971405760 @default.
• W4323348775 cites W2980007617 @default.
• W4323348775 cites W2995514860 @default.

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