@incollection{,
	
					
					
					35771DC30687815290BCEC8272DA304F
				,
	author={{MatthewAguirre} and {WenboSun} and {Jionghua (Judy)Jin} and {YangChen}},
	journal={{Global Journal of Researches in Engineering}},
	journal={{GJRE}}2249-45960975-586110.34257/gjre,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}231116
}

@incollection{b0,
	
	
		,
	title={{Trafficnet: An open naturalistic driving scenario library}}
		,
	author={{
			DZhao
		} and {
			YGuo
		} and {
			YJJia
		}}
		
		
	
	
		,
	booktitle={{IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)}}
		
			,
	publisher={IEEE}
			,
	year={2017. 2017}
			
		
	

}

@incollection{b1,
	
	
		,
	title={{Evaluation of driver car following behavior models for cooperative adaptive cruise control systems}}
		,
	author={{
			MRahman
		} and {
			MChowdhury
		} and {
			KDey
		} and {
			MRIslam
		} and {
			TKhan
		}}
		
		
		
		
	
	
		,
	journal={{Transportation Research Record}}
		
			2622
			
			,
	year={2017}
		
	

}

@incollection{b2,
	
	
		,
	title={{Stochastic mpc with learning for driver-predictive vehicle control and its application to hev energy management}}
		,
	author={{
			SDi Cairano
		} and {
			DBernardini
		} and {
			ABemporad
		} and {
			IVKolmanovsky
		}}
		
		
		
	
	
		,
	journal={{IEEE Transactions on Control Systems Technology}}
		
			22
			
			,
	year={2013}
		
	

}

@incollection{b3,
	
	
		,
	author={{
			FSagberg
		} and {
			GFSelpi
		} and {
			JBianchi Piccinini
		} and {
			Engstr Öm
		}}
		
		
		
	
	
		,
	booktitle={{A review of research on driving styles and road safety}}
		
			,
	year={2015}
			57
			
		
	

}

@incollection{b4,
	
	
		,
	title={{Driving style recognition for intelligent vehicle control and advanced driver assistance: A survey}}
		,
	author={{
			CMMartinez
		} and {
			MHeucke
		} and {
			F.-YWang
		} and {
			BGao
		} and {
			DCao
		}}
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Intelligent Transportation Systems}}
		
			19
			
			,
	year={2017}
		
	

}

@incollection{b5,
	
	
		,
	title={{Driving style analysis using primitive driving patterns with bayesian nonparametric approaches}}
		,
	author={{
			WWang
		} and {
			JXi
		} and {
			DZhao
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Intelligent Transportation Systems}}
		
			20
			
			,
	year={2018}
		
	

}

@incollection{b6,
	
	
		,
	title={{A sticky hdp-hmm with application to speaker diarization}}
		,
	author={{
			EBFox
		} and {
			EBSudderth
		} and {
			MIJordan
		} and {
			ASWillsky
		}}
		
		
		
	
	
		,
	journal={{The Annals of Applied Statistics}}
		
			
			,
	year={2011}
		
	

}

@book{b7,
	
	
		,
	title={{Multimodal Technologies for Perception of Humans}}
		,
	author={{
			CWooters
		} and {
			MHuijbregts
		}}
		
		
			,
	year={2007}
			,
	publisher={Springer}
			
		
	
	,
	note={The icsi rt07s speaker diarization system}

}

@incollection{b8,
	
	
		,
	title={{Redd: A public data set for energy disaggregation research}}
		,
	author={{
			JZKolter
		} and {
			MJJohnson
		}}
		
	
	
		,
	booktitle={{Workshop on data mining applications in sustainability (SIGKDD)}}
		San Diego, CA
		
			,
	year={2011}
			25
			
		
	

}

@incollection{b9,
	
	
		,
	title={{Unsupervised disaggregation of low frequency power measurements}}
		,
	author={{
			HKim
		} and {
			MMarwah
		} and {
			MArlitt
		} and {
			GLyon
		} and {
			JHan
		}}
		
		
		
		
	
	
		,
	booktitle={{Proceedings of the 2011 SIAM international conference on data mining}}
		the 2011 SIAM international conference on data mining
		
			,
	year={2011}
			
		
	

}

@incollection{b10,
	
	
		,
	title={{Labeling self-tracked menstrual health records with semi-markov models}}
		,
	author={{
			LSymul
		} and {
			SPHolmes
		}}
		
	
	
		,
	journal={{medRxiv}}
		
			,
	year={2021}
		
	

}

@incollection{b11,
	
	
		,
	title={{Multi-centroid diastolic duration distribution based hsmm for heart sound segmentation}}
		,
	author={{
			APKamson
		} and {
			LSharma
		} and {
			SDandapat
		}}
		
		
	
	
		,
	journal={{Biomedical signal processing and control}}
		
			48
			
			,
	year={2019}
		
	

}

@book{b12,
	
	
		,
	title={{Time series analysis and its applications: with R examples}}
		,
	author={{
			RHShumway
		} and {
			DSStoffer
		}}
		
		
			,
	year={2017}
			,
	publisher={Springer}
		
	

}

@incollection{b13,
	
	
		,
	title={{An introduction to hidden markov models}}
		,
	author={{
			LRabiner
		} and {
			BJuang
		}}
		
	
	
		,
	journal={{ieee assp magazine}}
		
			3
			
			,
	year={1986}
		
	

}

@incollection{b14,
	
	
		,
	title={{Bayesian nonparametric hidden semi-markov models}}
		,
	author={{
			MJJohnson
		} and {
			ASWillsky
		}}
		
	
	
		,
	journal={{Journal of Machine Learning Research}}
		
			14
			
			,
	year={2013}
		
	

}

@book{b15,
	
	
		,
	author={{
			MJBeal
		} and {
			ZGhahramani
		} and {
			CERasmussen
		}}
		
		
		,
	title={{Advances in neural information processing systems}}
		
			,
	year={2002}
			
		
	
	,
	note={The infinite hidden markov model}

}

@incollection{b16,
	
	
		,
	title={{Hierarchical dirichlet processes}}
		,
	author={{
			YWTeh
		} and {
			MIJordan
		} and {
			MJBeal
		} and {
			DMBlei
		}}
		
		
		
		10.1198/016214506000000302
		doi:10.1198/ 016214506000000302
		
	
	
		,
	journal={{Journal of the American Statistical Association}}
		
			101
			
			,
	year={2006}
		
	

}

@book{b17,
	
	
		,
	title={{}}
		,
	author={{
			YWTeh
		}}
		
			,
	year={2010}
		
	
	,
	note={Dirichlet process.}

}

@incollection{b18,
	
	
		,
	title={{Bayesian nonparametric learning: Expressive priors for intelligent systems, Heuristics, probability and causality: A tribute to}}
		,
	author={{
			MIJordan
		}}
	
	
		,
	journal={{Judea Pearl}}
		
			11
			
			,
	year={2010}
		
	

}

@book{b19,
	
	
		,
	author={{
			JWMiller
		} and {
			MTHarrison
		}}
		
		arXiv:1301.2708
		,
	title={{A simple example of dirichlet process mixture inconsistency for the number of components}}
		
			,
	year={2013}
		
	
	,
	note={arXiv preprint}

}

@incollection{b20,
	
	
		,
	title={{A gentle introduction to the dirichlet process, the beta process, and bayesian nonparametrics}}
		,
	author={{
			MIJordan
		} and {
			YWTeh
		}}
		
	
	
		,
	journal={{Dept. Statistics}}
		
			,
	year={2014}
			,
	publisher={UC Berkeley}
		
	

}

@incollection{b21,
	
	
		,
	title={{About the posterior distribution in hidden markov models with unknown number of states}}
		,
	author={{
			EGassiat
		} and {
			JRousseau
		}}
		
	
	
		,
	journal={{Bernoulli}}
		
			20
			
			,
	year={2014}
		
	

}

@incollection{b22,
	
	
		,
	title={{An hdp-hmm for systems with state persistence}}
		,
	author={{
			EBFox
		} and {
			EBSudderth
		} and {
			MIJordan
		} and {
			ASWillsky
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of the 25th international conference on Machine learning}}
		the 25th international conference on Machine learning
		
			,
	publisher={ACM}
			,
	year={2008}
			
		
	

}

@book{b23,
	
	
		,
	author={{
			AGuha
		} and {
			NHo
		} and {
			XNguyen
		}}
		
		
		arXiv:1901.05078
		,
	title={{On posterior contraction of parameters and interpretability in bayesian mixture modeling}}
		
			,
	year={2019}
		
	
	,
	note={arXiv preprint}

}

@incollection{b24,
	
	
		,
	title={{A constructive definition of dirichlet priors}}
		,
	author={{
			JSethuraman
		}}
	
	
		,
	journal={{Statistica sinica}}
		
			
			,
	year={1994}
		
	

}

@book{b25,
	
	
		,
	author={{
			AGelman
		} and {
			JBCarlin
		} and {
			HSStern
		} and {
			DBDunson
		} and {
			AVehtari
		} and {
			DBRubin
		}}
		
		
		
		
		
		,
	title={{Bayesian data analysis}}
		
			,
	publisher={CRC press}
			,
	year={2013}
		
	

}

@incollection{b26,
	
	
		,
	title={{Markov chain monte carlo methods and the label switching problem in bayesian mixture modeling}}
		,
	author={{
			AJasra
		} and {
			CCHolmes
		} and {
			DAStephens
		}}
		
		
	
	
		,
	journal={{Statistical Science}}
		
			20
			
			,
	year={2005}
		
	

}

@incollection{b27,
	
	
		,
	title={{Probabilistic relabelling strategies for the label switching problem in bayesian mixture models}}
		,
	author={{
			MSperrin
		} and {
			TJaki
		} and {
			EWit
		}}
		
		
	
	
		,
	journal={{Statistics and Computing}}
		
			20
			
			,
	year={2010}
		
	

}

@book{b28,
	
	
		,
	author={{
			KPMurphy
		}}
		,
	title={{Hidden semi-markov models (hsmms)}}
		
			,
	year={2002}
		
	

}

@book{b29,
	
	
		,
	author={{
			MJJohnson
		} and {
			ASWillsky
		}}
		
		arXiv:1208.6537
		,
	title={{Dirichlet posterior sampling with truncated multinomial likelihoods}}
		
			,
	year={2012}
		
	
	,
	note={arXiv preprint}

}

@incollection{b30,
	
	
		,
	title={{A single series from the gibbs sampler provides a false sense of security}}
		,
	author={{
			AGelman
		} and {
			DBRubin
		}}
		
	
	
		,
	journal={{Bayesian statistics}}
		
			4
			
			,
	year={1992}
		
	

}

@book{b31,
	
	
		,
	title={{Integrated vehicle-based safety systems (IVBSS) light vehicle field operational test independent evaluation}}
		,
	author={{
			ENodine
		} and {
			ALam
		} and {
			SStevens
		} and {
			MRazo
		} and {
			WNajm
		}}
		
		
		
		
		
			,
	year={2011}
			,
	publisher={United States. National Highway Traffic Safety Administration}
		
	
	,
	note={Technical Report}

}