广泛的基线

名称	来源	期刊/会议
Classic OLPS: Benchmark baseline
Market	–	–
Best	–	–
UCRP	Kelly 1956; Cover 1991	The Bell System Technical Journal; Mathematical Finance
BCRP	Cover 1991	Mathematical Finance
Classic OLPS: Follow-the-winner
UP	Cover 1991	Mathematical Finance
EG	Helmbold et al. 1998	Mathematical Finance
SCRP	Gaivoronski and Stella 2000	Annals of Operations Research
PPT	Lai et al. 2018	IEEE Transactions on Neural Networks and Learning Systems
SSPO	Lai et al. 2018	The Journal of Machine Learning Research
Classic OLPS: Follow-the-loser
ANTI1	Borodin et al. 2004	Advances in Neural Information Processing Systems
ANTI2	Borodin et al. 2004	Advances in Neural Information Processing Systems
PAMR	Li et al. 2012	Machine Learning
CWMR-Var	Li et al. 2013	ACM Transactions on Knowledge Discovery from Data
CWMR-Stdev	Li et al. 2013	ACM Transactions on Knowledge Discovery from Data
OLMAR-S	Li et al. 2015	Artificial Intelligence
OLMAR-E	Li et al. 2015	Artificial Intelligence
RMR	Huang et al. 2016	IEEE Transactions on Knowledge and Data Engineering
RPRT	Lai et al. 2020	IEEE Transactions on Systems, Man, and Cybernetics: Systems
Classic OLPS: Pattern-matching
AICTR	Lai et al. 2018	IEEE Transactions on Neural Networks and Learning Systems
KTPT	Lai et al. 2018	Data Mining and Knowledge Discovery
Classic OLPS: Meta-learning
SP	Singer 1997	International Journal of Neural Systems
ONS	Agarwal et al. 2006	International Conference on Machine Learning
GRW	Levina and Shafer 2008	International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
WAAS	Zhang and Yang 2017	Computational Economics
CW-OGD	Zhang et al. 2021	Knowledge-Based Systems