@String(PAMI = {IEEE Trans. Pattern Anal. Mach. Intell.})
@String(IJCV = {Int. J. Comput. Vis.})
@String(CVPR= {IEEE Conf. Comput. Vis. Pattern Recog.})
@String(ICCV= {Int. Conf. Comput. Vis.})
@String(ECCV= {Eur. Conf. Comput. Vis.})
@String(NIPS= {Adv. Neural Inform. Process. Syst.})
@String(ICPR = {Int. Conf. Pattern Recog.})
@String(BMVC= {Brit. Mach. Vis. Conf.})
@String(TOG= {ACM Trans. Graph.})
@String(TIP  = {IEEE Trans. Image Process.})
@String(TVCG  = {IEEE Trans. Vis. Comput. Graph.})
@String(TMM  = {IEEE Trans. Multimedia})
@String(ACMMM= {ACM Int. Conf. Multimedia})
@String(ICME = {Int. Conf. Multimedia and Expo})
@String(ICASSP=	{ICASSP})
@String(ICIP = {IEEE Int. Conf. Image Process.})
@String(ACCV  = {ACCV})
@String(ICLR = {Int. Conf. Learn. Represent.})
@String(IJCAI = {IJCAI})
@String(PR   = {Pattern Recognition})
@String(AAAI = {AAAI})
@String(CVPRW= {IEEE Conf. Comput. Vis. Pattern Recog. Worksh.})
@String(CSVT = {IEEE Trans. Circuit Syst. Video Technol.})

@String(SPL	= {IEEE Sign. Process. Letters})
@String(VR   = {Vis. Res.})
@String(JOV	 = {J. Vis.})
@String(TVC  = {The Vis. Comput.})
@String(JCST  = {J. Comput. Sci. Tech.})
@String(CGF  = {Comput. Graph. Forum})
@String(CVM = {Computational Visual Media})


@String(PAMI  = {IEEE TPAMI})
@String(IJCV  = {IJCV})
@String(CVPR  = {CVPR})
@String(ICCV  = {ICCV})
@String(ECCV  = {ECCV})
@String(NIPS  = {NeurIPS})
@String(ICPR  = {ICPR})
@String(BMVC  =	{BMVC})
@String(TOG   = {ACM TOG})
@String(TIP   = {IEEE TIP})
@String(TVCG  = {IEEE TVCG})
@String(TCSVT = {IEEE TCSVT})
@String(TMM   =	{IEEE TMM})
@String(ACMMM = {ACM MM})
@String(ICME  =	{ICME})
@String(ICASSP=	{ICASSP})
@String(ICIP  = {ICIP})
@String(ACCV  = {ACCV})
@String(ICLR  = {ICLR})
@String(IJCAI = {IJCAI})
@String(PR = {PR})
@String(AAAI = {AAAI})
@String(CVPRW= {CVPRW})
@String(CSVT = {IEEE TCSVT})


@article{MUKHERJEE2022102231,
	abstract = {Increased global competition has placed a premium on customer satisfaction, and there is a greater demand for manufacturers to be flexible with their products and services. This challenge is usually addressed with the introduction of human operators for precise tasks that require dexterity, flexibility and cognitive decision making. On the other hand, robots, through automation, are very effective in carrying out repetitive, non-ergonomic tasks. Owing to the complementary nature of robots' and humans' capabilities, there is an increased interest towards a shared workspace for humans and robots to work together collaboratively, forming the motivation behind the field of human-robot collaboration (HRC). Research in HRC in industry is concerned with the safety of the humans and robots, extent, and modes of collaboration among them, and the level of autonomy and adaptability of robots that can be trained for different tasks. This paper introduces a novel taxonomy of levels of interaction between humans and robots along the lines of SAEs guidelines for autonomous vehicles in response to a need for standard definitions and evolving nature of the field. Research into modes of communication for HRC driven by machine learning are reviewed followed by broad definitions of the types of machine learning. The authors also present a comprehensive review of the machine learning (ML) methodologies and industrial applications of the same in the context of adaptable collaborative robots.},
	author = {Debasmita Mukherjee and Kashish Gupta and Li Hsin Chang and Homayoun Najjaran},
	doi = {https://doi.org/10.1016/j.rcim.2021.102231},
	issn = {0736-5845},
	journal = {Robotics and Computer-Integrated Manufacturing},
	keywords = {Human-Robot Collaboration, Human-Robot Interaction, Artificial Intelligence, Machine Learning, Adaptive Industrial Robotics, Multimodal Communication},
	pages = {102231},
	title = {A Survey of Robot Learning Strategies for Human-Robot Collaboration in Industrial Settings},
	url = {https://www.sciencedirect.com/science/article/pii/S0736584521001137},
	volume = {73},
	year = {2022},
	Bdsk-Url-1 = {https://www.sciencedirect.com/science/article/pii/S0736584521001137},
	Bdsk-Url-2 = {https://doi.org/10.1016/j.rcim.2021.102231}}


@misc{Aly_Abbasimoshaei_Kern_2022,
	abstractnote = {There are many people worldwide suffering from hand im- pairment due to stroke. The inabilities to extend the thumb and fingers are the obstacles that face those patients as they cannot successfully grasp and release objects in their daily lives. Therefore, the ability to regain the motion function of fingers of stroke patients becomes an im- portant research topic. Gamification of VR-based rehabilitation system encourages the patients to actively participate in rehabilitation, which could result in the better recovery of their fingers and ideally comple- ment conventional therapy. This research focuses on combining the VIVE headset, haptic feedback Sense Glove, implementing the software devel- opment of a Game that provides an engaging VR training environment for fingers rehabilitation. The VR game targets Hemiparesis patients who can train to pick and place virtual objects of different shapes and sizes in a virtual environment. The performance of the patients is analyzed by the system such that the most important assessment parameters turned out to be the velocity and acceleration of their hands. A report is dis- played after each level to assess their performance.},
	author = {Aly, Ahmed Aly Ibrahim and Abbasimoshaei, Alireza and Kern, Thorsten Alexander},
	doi = {10.15480/882.4368},
	isbn = {978-3-031-06248-3},
	month = {May},
	publisher = {Springer International Publishing AG},
	title = {Developing a VR training environment for fingers rehabilitation},
	url = {http://hdl.handle.net/11420/12817},
	year = {2022},
	Bdsk-Url-1 = {http://hdl.handle.net/11420/12817},
	Bdsk-Url-2 = {https://doi.org/10.15480/882.4368}}




@inproceedings{10.1145/3056540.3076191,
author = {Tsiakas, Konstantinos and Papakostas, Michalis and Theofanidis, Michail and Bell, Morris and Mihalcea, Rada and Wang, Shouyi and Burzo, Mihai and Makedon, Fillia},
title = {An Interactive Multisensing Framework for Personalized Human Robot Collaboration and Assistive Training Using Reinforcement Learning},
year = {2017},
isbn = {9781450352277},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3056540.3076191},
doi = {10.1145/3056540.3076191},
abstract = {There is a recent trend of research and applications of Cyber-Physical Systems (CPS) in manufacturing to enhance human-robot collaboration and production. In this paper, we propose a CPS framework for personalized Human-Robot Collaboration and Training to promote safe human-robot collaboration in manufacturing environments. We propose a human-centric CPS approach that focuses on multimodal human behavior monitoring and assessment, to promote human worker safety and enable human training in Human-Robot Collaboration tasks. We present the architecture of our proposed system, our experimental testbed and our proposed methods for multimodal physiological sensing, human state monitoring and interactive robot adaptation, to enable personalized interaction.},
booktitle = {Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments},
pages = {423–427},
numpages = {5},
keywords = {Cyber Physical Systems, Human Robot Collaboration, Intelligent Manufacturing, Vocational Assessment and Training},
location = {Island of Rhodes, Greece},
series = {PETRA '17}
}

@misc{Authors14,
 author = {FirstName LastName},
 title = {The frobnicatable foo filter},
 note = {Face and Gesture submission ID 324. Supplied as supplemental material {\tt fg324.pdf}},
 year = 2014
}

@misc{Authors14b,
 author = {FirstName LastName},
 title = {Frobnication tutorial},
 note = {Supplied as supplemental material {\tt tr.pdf}},
 year = 2014
}

@article{Alpher02,
author = {FirstName Alpher},
title = {Frobnication},
journal = PAMI,
volume = 12,
number = 1,
pages = {234--778},
year = 2002
}

@article{Alpher03,
author = {FirstName Alpher and  FirstName Fotheringham-Smythe},
title = {Frobnication revisited},
journal = {Journal of Foo},
volume = 13,
number = 1,
pages = {234--778},
year = 2003
}

@article{Alpher04,
author = {FirstName Alpher and FirstName Fotheringham-Smythe and FirstName Gamow},
title = {Can a machine frobnicate?},
journal = {Journal of Foo},
volume = 14,
number = 1,
pages = {234--778},
year = 2004
}

@inproceedings{Alpher05,
author = {FirstName Alpher and FirstName Gamow},
title = {Can a computer frobnicate?},
booktitle = CVPR,
pages = {234--778},
year = 2005
}


% % Journals

% % First the Full Name is given, then the abbreviation used in the AMS Math
% % Reviews, with an indication if it could not be found there.
% % Note the 2nd overwrites the 1st, so swap them if you want the full name.

%  %{AMS}
%  @String{AMSTrans = "American Mathematical Society Translations" }
%  @String{AMSTrans = "Amer. Math. Soc. Transl." }
%  @String{BullAMS = "Bulletin of the American Mathematical Society" }
%  @String{BullAMS = "Bull. Amer. Math. Soc." }
%  @String{ProcAMS = "Proceedings of the American Mathematical Society" }
%  @String{ProcAMS = "Proc. Amer. Math. Soc." }
%  @String{TransAMS = "Transactions of the American Mathematical Society" }
%  @String{TransAMS = "Trans. Amer. Math. Soc." }

%  %ACM
%  @String{CACM = "Communications of the {ACM}" }
%  @String{CACM = "Commun. {ACM}" }
%  @String{CompServ = "Comput. Surveys" }
%  @String{JACM = "J. ACM" }
%  @String{ACMMathSoft = "{ACM} Transactions on Mathematical Software" }
%  @String{ACMMathSoft = "{ACM} Trans. Math. Software" }
%  @String{SIGNUM = "{ACM} {SIGNUM} Newsletter" }
%  @String{SIGNUM = "{ACM} {SIGNUM} Newslett." }

%  @String{AmerSocio = "American Journal of Sociology" }
%  @String{AmerStatAssoc = "Journal of the American Statistical Association" }
%  @String{AmerStatAssoc = "J. Amer. Statist. Assoc." }
%  @String{ApplMathComp = "Applied Mathematics and Computation" }
%  @String{ApplMathComp = "Appl. Math. Comput." }
%  @String{AmerMathMonthly = "American Mathematical Monthly" }
%  @String{AmerMathMonthly = "Amer. Math. Monthly" }
%  @String{BIT = "{BIT}" }
%  @String{BritStatPsych = "British Journal of Mathematical and Statistical
%           Psychology" }
%  @String{BritStatPsych = "Brit. J. Math. Statist. Psych." }
%  @String{CanMathBull = "Canadian Mathematical Bulletin" }
%  @String{CanMathBull = "Canad. Math. Bull." }
%  @String{CompApplMath = "Journal of Computational and Applied Mathematics" }
%  @String{CompApplMath = "J. Comput. Appl. Math." }
%  @String{CompPhys = "Journal of Computational Physics" }
%  @String{CompPhys = "J. Comput. Phys." }
%  @String{CompStruct = "Computers and Structures" }
%  @String{CompStruct = "Comput. \& Structures" }
%  @String{CompJour = "The Computer Journal" }
%  @String{CompJour = "Comput. J." }
%  @String{CompSysSci = "Journal of Computer and System Sciences" }
%  @String{CompSysSci = "J. Comput. System Sci." }
%  @String{Computing = "Computing" }
%  @String{ContempMath = "Contemporary Mathematics" }
%  @String{ContempMath = "Contemp. Math." }
%  @String{Crelle = "Crelle's Journal" }
%  @String{GiornaleMath = "Giornale di Mathematiche" }
%  @String{GiornaleMath = "Giorn. Mat." } % didn't find in AMS MR., ibid.

%  %IEEE
%  @String{Computer = "{IEEE} Computer" }
%  @String{IEEETransComp = "{IEEE} Transactions on Computers" }
%  @String{IEEETransComp = "{IEEE} Trans. Comput." }
%  @String{IEEETransAC = "{IEEE} Transactions on Automatic Control" }
%  @String{IEEETransAC = "{IEEE} Trans. Automat. Control" }
%  @String{IEEESpec = "{IEEE} Spectrum" } % didn't find in AMS MR
%  @String{ProcIEEE = "Proceedings of the {IEEE}" }
%  @String{ProcIEEE = "Proc. {IEEE}" } % didn't find in AMS MR
%  @String{IEEETransAeroElec = "{IEEE} Transactions on Aerospace and Electronic
%      Systems" }
%  @String{IEEETransAeroElec = "{IEEE} Trans. Aerospace Electron. Systems" }

%  @String{IMANumerAna = "{IMA} Journal of Numerical Analysis" }
%  @String{IMANumerAna = "{IMA} J. Numer. Anal." }
%  @String{InfProcLet = "Information Processing Letters" }
%  @String{InfProcLet = "Inform. Process. Lett." }
%  @String{InstMathApp = "Journal of the Institute of Mathematics and
%      its Applications" }
%  @String{InstMathApp = "J. Inst. Math. Appl." }
%  @String{IntControl = "International Journal of Control" }
%  @String{IntControl = "Internat. J. Control" }
%  @String{IntNumerEng = "International Journal for Numerical Methods in
%      Engineering" }
%  @String{IntNumerEng = "Internat. J. Numer. Methods Engrg." }
%  @String{IntSuper = "International Journal of Supercomputing Applications" }
%  @String{IntSuper = "Internat. J. Supercomputing Applic." } % didn't find
% %% in AMS MR
%  @String{Kibernetika = "Kibernetika" }
%  @String{JResNatBurStand = "Journal of Research of the National Bureau
%      of Standards" }
%  @String{JResNatBurStand = "J. Res. Nat. Bur. Standards" }
%  @String{LinAlgApp = "Linear Algebra and its Applications" }
%  @String{LinAlgApp = "Linear Algebra Appl." }
%  @String{MathAnaAppl = "Journal of Mathematical Analysis and Applications" }
%  @String{MathAnaAppl = "J. Math. Anal. Appl." }
%  @String{MathAnnalen = "Mathematische Annalen" }
%  @String{MathAnnalen = "Math. Ann." }
%  @String{MathPhys = "Journal of Mathematical Physics" }
%  @String{MathPhys = "J. Math. Phys." }
%  @String{MathComp = "Mathematics of Computation" }
%  @String{MathComp = "Math. Comp." }
%  @String{MathScand = "Mathematica Scandinavica" }
%  @String{MathScand = "Math. Scand." }
%  @String{TablesAidsComp = "Mathematical Tables and Other Aids to Computation" }
%  @String{TablesAidsComp = "Math. Tables Aids Comput." }
%  @String{NumerMath = "Numerische Mathematik" }
%  @String{NumerMath = "Numer. Math." }
%  @String{PacificMath = "Pacific Journal of Mathematics" }
%  @String{PacificMath = "Pacific J. Math." }
%  @String{ParDistComp = "Journal of Parallel and Distributed Computing" }
%  @String{ParDistComp = "J. Parallel and Distrib. Comput." } % didn't find
% %% in AMS MR
%  @String{ParComputing = "Parallel Computing" }
%  @String{ParComputing = "Parallel Comput." }
%  @String{PhilMag = "Philosophical Magazine" }
%  @String{PhilMag = "Philos. Mag." }
%  @String{ProcNAS = "Proceedings of the National Academy of Sciences
%                     of the USA" }
%  @String{ProcNAS = "Proc. Nat. Acad. Sci. U. S. A." }
%  @String{Psychometrika = "Psychometrika" }
%  @String{QuartMath = "Quarterly Journal of Mathematics, Oxford, Series (2)" }
%  @String{QuartMath = "Quart. J. Math. Oxford Ser. (2)" }
%  @String{QuartApplMath = "Quarterly of Applied Mathematics" }
%  @String{QuartApplMath = "Quart. Appl. Math." }
%  @String{RevueInstStat = "Review of the International Statisical Institute" }
%  @String{RevueInstStat = "Rev. Inst. Internat. Statist." }

%  %SIAM
%  @String{JSIAM = "Journal of the Society for Industrial and Applied
%      Mathematics" }
%  @String{JSIAM = "J. Soc. Indust. Appl. Math." }
%  @String{JSIAMB = "Journal of the Society for Industrial and Applied
%      Mathematics, Series B, Numerical Analysis" }
%  @String{JSIAMB = "J. Soc. Indust. Appl. Math. Ser. B Numer. Anal." }
%  @String{SIAMAlgMeth = "{SIAM} Journal on Algebraic and Discrete Methods" }
%  @String{SIAMAlgMeth = "{SIAM} J. Algebraic Discrete Methods" }
%  @String{SIAMAppMath = "{SIAM} Journal on Applied Mathematics" }
%  @String{SIAMAppMath = "{SIAM} J. Appl. Math." }
%  @String{SIAMComp = "{SIAM} Journal on Computing" }
%  @String{SIAMComp = "{SIAM} J. Comput." }
%  @String{SIAMMatrix = "{SIAM} Journal on Matrix Analysis and Applications" }
%  @String{SIAMMatrix = "{SIAM} J. Matrix Anal. Appl." }
%  @String{SIAMNumAnal = "{SIAM} Journal on Numerical Analysis" }
%  @String{SIAMNumAnal = "{SIAM} J. Numer. Anal." }
%  @String{SIAMReview = "{SIAM} Review" }
%  @String{SIAMReview = "{SIAM} Rev." }
%  @String{SIAMSciStat = "{SIAM} Journal on Scientific and Statistical
%      Computing" }
%  @String{SIAMSciStat = "{SIAM} J. Sci. Statist. Comput." }

%  @String{SoftPracExp = "Software Practice and Experience" }
%  @String{SoftPracExp = "Software Prac. Experience" } % didn't find in AMS MR
%  @String{StatScience = "Statistical Science" }
%  @String{StatScience = "Statist. Sci." }
%  @String{Techno = "Technometrics" }
%  @String{USSRCompMathPhys = "{USSR} Computational Mathematics and Mathematical
%      Physics" }
%  @String{USSRCompMathPhys = "{U. S. S. R.} Comput. Math. and Math. Phys." }
%  @String{VLSICompSys = "Journal of {VLSI} and Computer Systems" }
%  @String{VLSICompSys = "J. {VLSI} Comput. Syst." }
%  @String{ZAngewMathMech = "Zeitschrift fur Angewandte Mathematik und
%      Mechanik" }
%  @String{ZAngewMathMech = "Z. Angew. Math. Mech." }
%  @String{ZAngewMathPhys = "Zeitschrift fur Angewandte Mathematik und Physik" }
%  @String{ZAngewMathPhys = "Z. Angew. Math. Phys." }

% % Publishers % ================================================= |

%  @String{Academic = "Academic Press" }
%  @String{ACMPress = "{ACM} Press" }
%  @String{AdamHilger = "Adam Hilger" }
%  @String{AddisonWesley = "Addison-Wesley" }
%  @String{AllynBacon = "Allyn and Bacon" }
%  @String{AMS = "American Mathematical Society" }
%  @String{Birkhauser = "Birkha{\"u}ser" }
%  @String{CambridgePress = "Cambridge University Press" }
%  @String{Chelsea = "Chelsea" }
%  @String{ClaredonPress = "Claredon Press" }
%  @String{DoverPub = "Dover Publications" }
%  @String{Eyolles = "Eyolles" }
%  @String{HoltRinehartWinston = "Holt, Rinehart and Winston" }
%  @String{Interscience = "Interscience" }
%  @String{JohnsHopkinsPress = "The Johns Hopkins University Press" }
%  @String{JohnWileySons = "John Wiley and Sons" }
%  @String{Macmillan = "Macmillan" }
%  @String{MathWorks = "The Math Works Inc." }
%  @String{McGrawHill = "McGraw-Hill" }
%  @String{NatBurStd = "National Bureau of Standards" }
%  @String{NorthHolland = "North-Holland" }
%  @String{OxfordPress = "Oxford University Press" }  %address Oxford or London?
%  @String{PergamonPress = "Pergamon Press" }
%  @String{PlenumPress = "Plenum Press" }
%  @String{PrenticeHall = "Prentice-Hall" }
%  @String{SIAMPub = "{SIAM} Publications" }
%  @String{Springer = "Springer-Verlag" }
%  @String{TexasPress = "University of Texas Press" }
%  @String{VanNostrand = "Van Nostrand" }
%  @String{WHFreeman = "W. H. Freeman and Co." }

%Entries
@article{parra2014information,
  title={Information technology for active ageing: A review of theory and practice},
  author={Parra, Cristhian and Silveira, Patricia and Far, Iman Khaghani and Daniel, Florian and De Bruin, Eling D and Cernuzzi, Luca and D'Andrea, Vincenzo and Casati, Fabio and others},
  journal={Foundations and Trends{\textregistered} in Human--Computer Interaction},
  volume={7},
  number={4},
  pages={351--448},
  year={2014},
  publisher={Now Publishers, Inc.}
}

@inproceedings{albaina2009flowie,
  title={Flowie: A persuasive virtual coach to motivate elderly individuals to walk},
  author={Albaina, Inaki Merino and Visser, Thomas and Van Der Mast, Charles APG and Vastenburg, Martijn H},
  booktitle={2009 3rd International Conference on Pervasive Computing Technologies for Healthcare},
  pages={1--7},
  year={2009},
  organization={IEEE}
}

@article{kong2018human,
  title={Human action recognition and prediction: A survey},
  author={Kong, Yu and Fu, Yun},
  journal={arXiv preprint arXiv:1806.11230},
  year={2018}
}

@inproceedings{jia2008human,
  title={Human action recognition using local spatio-temporal discriminant embedding},
  author={Jia, Kui and Yeung, Dit-Yan},
  booktitle={2008 IEEE Conference on Computer Vision and Pattern Recognition},
  pages={1--8},
  year={2008},
  organization={IEEE}
}

@article{yuan2016fusing,
  title={Fusing $\mathcal{R}$ Features and Local Features with Context-Aware Kernels for Action ecognition},
  author={Yuan, Chunfeng and Wu, Baoxin and Li, Xi and Hu, Weiming and Maybank, Stephen and Wang, Fangshi},
  journal={International Journal of Computer Vision},
  volume={118},
  number={2},
  pages={151--171},
  year={2016},
  publisher={Springer}
}

@article{bettini2015privacy,
  title={Privacy protection in pervasive systems: State of the art and technical challenges},
  author={Bettini, Claudio and Riboni, Daniele},
  journal={Pervasive and Mobile Computing},
  volume={17},
  pages={159--174},
  year={2015},
  publisher={Elsevier}
}

@article{toch2018privacy,
  title={The privacy implications of cyber security systems: A technological survey},
  author={Toch, Eran and Bettini, Claudio and Shmueli, Erez and Radaelli, Laura and Lanzi, Andrea and Riboni, Daniele and Lepri, Bruno},
  journal={ACM Computing Surveys (CSUR)},
  volume={51},
  number={2},
  pages={1--27},
  year={2018},
  publisher={ACM New York, NY, USA}
}

@incollection{gerke2020ethical,
  title={Ethical and legal challenges of artificial intelligence-driven healthcare},
  author={Gerke, Sara and Minssen, Timo and Cohen, Glenn},
  booktitle={Artificial intelligence in healthcare},
  pages={295--336},
  year={2020},
  publisher={Elsevier}
}

@article{abu2016youtube,
  title={Youtube-8m: A large-scale video classification benchmark},
  author={Abu-El-Haija, Sami and Kothari, Nisarg and Lee, Joonseok and Natsev, Paul and Toderici, George and Varadarajan, Balakrishnan and Vijayanarasimhan, Sudheendra},
  journal={arXiv preprint arXiv:1609.08675},
  year={2016}
}

@article{kay2017kinetics,
  title={The kinetics human action video dataset},
  author={Kay, Will and Carreira, Joao and Simonyan, Karen and Zhang, Brian and Hillier, Chloe and Vijayanarasimhan, Sudheendra and Viola, Fabio and Green, Tim and Back, Trevor and Natsev, Paul and others},
  journal={arXiv preprint arXiv:1705.06950},
  year={2017}
}

@article{monfort2019moments,
  title={Moments in time dataset: one million videos for event understanding},
  author={Monfort, Mathew and Andonian, Alex and Zhou, Bolei and Ramakrishnan, Kandan and Bargal, Sarah Adel and Yan, Yan and Brown, Lisa and Fan, Quanfu and Gutfreund, Dan and Vondrick, Carl and others},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  year={2019},
  publisher={IEEE}
}

@article{ji20123d,
  title={3D convolutional neural networks for human action recognition},
  author={Ji, Shuiwang and Xu, Wei and Yang, Ming and Yu, Kai},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  volume={35},
  number={1},
  pages={221--231},
  year={2012},
  publisher={IEEE}
}

@inproceedings{simonyan2014two,
  title={Two-stream convolutional networks for action recognition in videos},
  author={Simonyan, Karen and Zisserman, Andrew},
  booktitle={Advances in neural information processing systems},
  pages={568--576},
  year={2014}
}

@inproceedings{yue2015beyond,
  title={Beyond short snippets: Deep networks for video classification},
  author={Yue-Hei Ng, Joe and Hausknecht, Matthew and Vijayanarasimhan, Sudheendra and Vinyals, Oriol and Monga, Rajat and Toderici, George},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={4694--4702},
  year={2015}
}

@inproceedings{lee2017desire,
  title={Desire: Distant future prediction in dynamic scenes with interacting agents},
  author={Lee, Namhoon and Choi, Wongun and Vernaza, Paul and Choy, Christopher B and Torr, Philip HS and Chandraker, Manmohan},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={336--345},
  year={2017}
}

@inproceedings{finn2016unsupervised,
  title={Unsupervised learning for physical interaction through video prediction},
  author={Finn, Chelsea and Goodfellow, Ian and Levine, Sergey},
  booktitle={Advances in neural information processing systems},
  pages={64--72},
  year={2016}
}

@article{jung2019goal,
  title={Goal-Directed Behavior under Variational Predictive Coding: Dynamic Organization of Visual Attention and Working Memory},
  author={Jung, Minju and Matsumoto, Takazumi and Tani, Jun},
  journal={arXiv preprint arXiv:1903.04932},
  year={2019}
}

@article{rao1999predictive,
  title={Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects},
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@misc{Renesas2,
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@misc{AirMentor,
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@misc{Alphasense,
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@misc{Honeywell,
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}

@misc{Scienoc,
  title = {Scienoc gas sensors and detectors page},
  howpublished = {\url{https://www.scienoc.com/gas_sensors_and_detectors.html}},
  note = {Accessed: 12-10-2022}
}

@misc{CO2Meter,
  title = {CO2Meter homepage},
  howpublished = {\url{https://www.co2meter.com/}},
  note = {Accessed: 12-10-2022}
}

@misc{ELTSensor,
  title = {ELT SENSOR homepage},
  howpublished = {\url{http://eltsensor.co.kr/main}},
  note = {Accessed: 12-10-2022}
}

@misc{Figaro,
  title = {FIGARO homepage},
  howpublished = {\url{https://www.figaro.co.jp/en/}},
  note = {Accessed: 12-10-2022}
}

@misc{Foobot,
  title = {Foobot homepage},
  howpublished = {\url{https://foobot.io/features/}},
  note = {Accessed: 12-10-2022}
}

@misc{GSS,
  title = {GSS homepage},
  howpublished = {\url{https://www.gassensing.co.uk/}},
  note = {Accessed: 12-10-2022}
}

@misc{HANWEI1,
  title = {HANWEI domestic gas alarm products page},
  howpublished =  {\url{https://www.hwsensor.com/domestic-gas-alarm-products}},
  note = {Accessed: 12-10-2022}
}

@misc{HANWEI2,
  title = {HANWEI industrial gas detections page},
  howpublished =  {\url{https://www.hwsensor.com/industrial-gas-detection/}},
  note = {Accessed: 12-10-2022}
}

@misc{sharp,
  title = {Sharp Microelectronics environmental-sensors page},
  howpublished =  {\url{https://www.mouser.it/c/sensors/environmental-sensors/}},
  note = {Accessed: 12-10-2022}
}

@misc{monnit1,
  title = {Monnit temperature sensors page},
  howpublished =  {\url{https://www.monnit.com/products/sensors/temperature/}},
  note = {Accessed: 12-10-2022}
}

@misc{monnit2,
  title = {Monnit gas detection sensors page},
  howpublished =  {\url{https://www.monnit.com/products/sensors/gas-detection/}},
  note = {Accessed: 12-10-2022}
}

@misc{monnit3,
  title = {Monnit humidity sensors page},
  howpublished =  {\url{https://www.monnit.com/products/sensors/humidity/rh/}},
  note = {Accessed: 12-10-2022}
}

@misc{monnit4,
  title = {Monnit air quality sensors page},
  howpublished =  {\url{https://www.monnit.com/products/sensors/air-quality/pm-meter/}},
  note = {Accessed: 12-10-2022}
}

@misc{netatmo,
  title = {Netatmo air quality sensors page},
  howpublished =  {\url{https://www.netatmo.com/en-gb/aircare/homecoach}},
  note = {Accessed: 12-10-2022}
}

@misc{Nissha,
  title = {Nissha gas sensors page},
  howpublished =  {\url{https://www.nissha.com/english/products/allproducts/gas.html}},
  note = {Accessed: 12-10-2022}
}

@misc{nova,
  title = {Nova Fitness homepage},
  howpublished =  {\url{http://www.inovafitness.com/en/a/index.html}},
  note = {Accessed: 12-10-2022}
}

@misc{ohmtech.io,
  title = {Ohmtech.io homepage},
  howpublished =  {\url{https://ohmtech.io/}},
  note = {Accessed: 12-10-2022}
}

@misc{Plantower,
  title = {Plantower homepage},
  howpublished =  {\url{https://www.plantower.com/en/}},
  note = {Accessed: 12-10-2022}
}

@misc{Sensirion,
  title = {Sensirion homepage},
  howpublished =  {\url{https://sensirion.com/}},
  note = {Accessed: 12-10-2022}
}

@misc{SGX,
  title = {SGX SensorTech homepage},
  howpublished =  {\url{https://www.sgxsensortech.com/}},
  note = {Accessed: 12-10-2022}
}

@misc{uHoo,
  title = {uHoo homepage},
  howpublished =  {\url{https://getuhoo.com/}},
  note = {Accessed: 12-10-2022}
}

@misc{SPEC,
  title = {SPEC Sensors homepage},
  howpublished =  {\url{https://www.spec-sensors.com/}},
  note = {Accessed: 12-10-2022}
}

@misc{Shinyei1,
  title = {Shinyei humidity sensors page},
  howpublished =  {\url{https://www.shinyei.co.jp/stc/eng/products/humidity/index.html}},
  note = {Accessed: 12-10-2022}
}

@misc{Shinyei2,
  title = {Shinyei particle sensors page},
  howpublished =  {\url{https://www.shinyei.co.jp/stc/eng/products/optical/index.html}},
  note = {Accessed: 12-10-2022}
}

@misc{Shinyei3,
  title = {Shinyei IAQ sensors page},
  howpublished =  {\url{https://www.shinyei.co.jp/stc/eng/products/iaq/index.html}},
  note = {Accessed: 12-10-2022}
}

@misc{Telaire,
  title = {Telaire homepage},
  howpublished =  {\url{https://www.amphenol-sensors.com/en/telaire}},
  note = {Accessed: 12-10-2022}
}

@misc{winsen,
  title = {Winsen homepage},
  howpublished =  {\url{https://www.winsen-sensor.com/}},
  note = {Accessed: 12-10-2022}
}

@misc{Yoctopuce,
  title = {Yoctopuce /usb environmental sensors page},
  howpublished =  {\url{https://www.yoctopuce.com/EN/products/category/usb-environmental-sensors}},
  note = {Accessed: 12-10-2022}
}

@inproceedings{rantas2021user,
  title={A User Interface Informing Medical Staff on Continuous Indoor Environmental Quality to Support Patient Care and Airborne Disease Mitigation},
  author={Rantas, Jacob and Wang, David and Jarrard, Will and Sterchi, James and Wang, Alan and Varnosfaderani, Mahsa Pahlavikhah and Heydarian, Arsalan},
  booktitle={2021 Systems and Information Engineering Design Symposium (SIEDS)},
  pages={1--6},
  year={2021},
  organization={IEEE}
}

@article{agg2021perception,
  title={Perception of wellbeing in educational spaces},
  author={Agg, Chloe and Khimji, Samana},
  journal={Building Services Engineering Research and Technology},
  volume={42},
  number={6},
  pages={677--689},
  year={2021},
  publisher={SAGE Publications Sage UK: London, England}
}

@article{abdullah2015real,
  title={Real time wireless health monitoring application using mobile devices},
  author={Abdullah, Amna and Ismael, Asma and Rashid, Aisha and Abou-ElNour, Ali and Tarique, Mohammed},
  journal={International Journal of Computer Networks \& Communications (IJCNC)},
  volume={7},
  number={3},
  pages={13--30},
  year={2015}
}

@article{angelucci2020home,
  title={A home telemedicine system for continuous respiratory monitoring},
  author={Angelucci, Alessandra and Kuller, David and Aliverti, Andrea},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={25},
  number={4},
  pages={1247--1256},
  year={2020},
  publisher={IEEE}
}

@article{world2016ambient,
  title={Ambient air pollution: A global assessment of exposure and burden of disease},
  author={World Health Organization and others},
  year={2016},
  publisher={World Health Organization}
}

@article{centers1994populations,
  title={Populations at risk from particulate air pollution--United States, 1992},
  author={Centers for Disease Control and Prevention (CDC and others},
  journal={MMWR. Morbidity and mortality weekly report},
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  number={16},
  pages={290--293},
  year={1994}
}

@article{pulido2019socially,
  title={A socially assistive robotic platform for upper-limb rehabilitation: a longitudinal study with pediatric patients},
  author={Pulido, Jose Carlos and Suarez-Mejias, Cristina and Gonzalez, Jose Carlos and Ruiz, Alvaro Duenas and Ferri, Patricia Ferrand and Sahuquillo, Maria Encarnacion Martinez and De Vargas, Carmen Echevarria Ruiz and Infante-Cossio, Pedro and Calderon, Carlos Luis Parra and Fernandez, Fernando},
  journal={IEEE Robotics \& Automation Magazine},
  volume={26},
  number={2},
  pages={24--39},
  year={2019},
  publisher={IEEE}
}

@misc{Zora,
  author = {Zora robotics},
  title = {Zora/Nao robot hompage},
  howpublished = {\url{https://www.zorarobotics.be/robots/nao}},
  note = {Accessed: 05-10-2022}
}

@misc{CO2,
  title = {EPA sources greenhouse gas emissions page},
  howpublished =  {\url{https://www.epa.gov/ghgemissions/sources-greenhouse-gas-emissions}},
  note = {Accessed: 12-10-2022}
}

@misc{NAAQS,
  title = { National Ambient Air Quality Standards page},
  howpublished =  {\url{https://www.epa.gov/naaqs}},
  note = {Accessed: 12-10-2022}
}

@misc{CAAQS,
  title = { Canadian Ambient Air Quality Standards page},
  howpublished =  {\url{https://ccme.ca/en/air-quality-report}},
  note = {Accessed: 12-10-2022}
}

@misc{OSHA,
  title = { Office of Safety and Health Administration page},
  howpublished =  {\url{https://www.osha.gov/indoor-air-quality}},
  note = {Accessed: 12-10-2022}
}

@misc{NIOSH,
  title = { National Institute for Occupational Safety and Health page},
  howpublished =  {\url{https://www.cdc.gov/niosh/}},
  note = {Accessed: 12-10-2022}
}

@misc{ACGIH,
  title = { American Conference of Governmental Industrial Hygienists page},
  howpublished =  {\url{https://www.acgih.org/}},
  note = {Accessed: 12-10-2022}
}

@misc{ASHRAE,
  title = { American Society of Heating, Refrigerating and Air-Conditioning Engineers page},
  howpublished =  {\url{https://www.ashrae.org/technical-resources/bookstore/indoor-air-quality-guide}},
  note = {Accessed: 12-10-2022}
}

@misc{WHO-air-guidelines,
  title = { World Health Organization page},
  howpublished =  {\url{https://www.who.int/news-room/feature-stories/detail/what-are-the-who-air-quality-guidelines}},
  note = {Accessed: 12-10-2022}
}

@misc{OpenAQ,
  title = { OpenAQ air quality datasets download page},
  howpublished =  {\url{https://openaq.org/#/locations?page=1}},
  note = {Accessed: 12-10-2022}
}

@article{gerina2020recognition,
  title={Recognition of cooking activities through air quality sensor data for supporting food journaling},
  author={Gerina, Federica and Massa, Silvia M and Moi, Francesca and Reforgiato Recupero, Diego and Riboni, Daniele},
  journal={Human-centric Computing and Information Sciences},
  volume={10},
  number={1},
  pages={1--26},
  year={2020},
  publisher={Springer}
}

@inproceedings{gerina2019toward,
  title={Toward supporting food journaling using air quality data mining and a social robot},
  author={Gerina, Federica and Pes, Barbara and Reforgiato Recupero, Diego and Riboni, Daniele},
  booktitle={European Conference on Ambient Intelligence},
  pages={318--323},
  year={2019},
  organization={Springer}
}

@misc{WHO-global-nutrition-report,
  title = { World Health Organization global nutrition report page},
  howpublished =  {\url{https://www.who.int/nutrition/globalnutritionreport/en/}},
  note = {Accessed: 12-10-2022}
}

@misc{WHO-obesity-overweight,
  title = { World Health Organization obesity and overweight detail page},
  howpublished =  {\url{https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight}},
  note = {Accessed: 12-10-2022}
}

@article{yordanova2019analysing,
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  author={Yordanova, Kristina and L{\"u}dtke, Stefan and Whitehouse, Samuel and Kr{\"u}ger, Frank and Paiement, Adeline and Mirmehdi, Majid and Craddock, Ian and Kirste, Thomas},
  journal={Sensors},
  volume={19},
  number={3},
  pages={646},
  year={2019},
  publisher={MDPI}
}

@inproceedings{yordanova2017s,
  title={What's cooking and why? Behaviour recognition during unscripted cooking tasks for health monitoring},
  author={Yordanova, Kristina and Whitehouse, Samuel and Paiement, Adeline and Mirmehdi, Majid and Kirste, Thomas and Craddock, Ian},
  booktitle={2017 IEEE international conference on pervasive computing and communications workshops (PerCom Workshops)},
  pages={18--21},
  year={2017},
  organization={IEEE}
}

@article{batista2021sensors,
  title={Sensors for context-aware smart healthcare: a security perspective},
  author={Batista, Edgar and Moncusi, M Angels and L{\'o}pez-Aguilar, Pablo and Mart{\'\i}nez-Ballest{\'e}, Antoni and Solanas, Agusti},
  journal={Sensors},
  volume={21},
  number={20},
  pages={6886},
  year={2021},
  publisher={MDPI}
}


@article{sadeghi2016cad2rl,
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  year={2016}
}

@article{falotico2017connecting,
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  pages={2},
  year={2017},
  publisher={Frontiers}
}

@inproceedings{wood2016learning,
  title={Learning an appearance-based gaze estimator from one million synthesised images},
  author={Wood, Erroll and Baltru{\v{s}}aitis, Tadas and Morency, Louis-Philippe and Robinson, Peter and Bulling, Andreas},
  booktitle={Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research \& Applications},
  pages={131--138},
  year={2016}
}

@InProceedings{Rao_2020_CVPR,
author = {Rao, Kanishka and Harris, Chris and Irpan, Alex and Levine, Sergey and Ibarz, Julian and Khansari, Mohi},
title = {RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2020}
}

@article{breiman2001,
author = {Breiman, Leo},
title = {Random Forests},
year = {2001},
issue_date = {October 1 2001},
publisher = {Kluwer Academic Publishers},
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number = {1},
issn = {0885-6125},
url = {https://doi.org/10.1023/A:1010933404324},
doi = {10.1023/A:1010933404324},
}

@inproceedings{lime,
author = {Marco Tulio Ribeiro and Sameer Singh and Carlos Guestrin},
title = {"Why Should {I} Trust You?": Explaining the Predictions of Any Classifier},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August13-17, 2016},
pages = {1135--1144},
year = {2016},
}

@inproceedings{selvaraju2017grad,
  title={Grad-cam: Visual explanations from deep networks via gradient-based localization},
  author={Selvaraju, Ramprasaath R and Cogswell, Michael and Das, Abhishek and Vedantam, Ramakrishna and Parikh, Devi and Batra, Dhruv},
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  year={2017}
}

@inproceedings{jalwana2021cameras,
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  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
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  year={2021}
}


@article{campbell2002deep,
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@article{silver2016mastering,
  title={Mastering the game of Go with deep neural networks and tree search},
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@article{mnih2013playing,
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  year={2013}
}

@misc{HBP,
  author = {{Human Brain Project}},
  title = {{Official website}},
  howpublished = {\url{https://www.humanbrainproject.eu/en/}},
  note = {Accessed: 09-12-2021}
}

@misc{TBI,
  author = {{The Brain Initiative}},
  title = {{Official website}},
  howpublished = {\url{https://braininitiative.nih.gov/}},
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}

@misc{BMINDS,
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  howpublished = {\url{http://brainminds.jp/en/}},
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@article{falotico2017head,
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@article{muscolo2012towards,
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  year={2012}
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@inproceedings{cauli2018autonomous,
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  booktitle={2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)},
  pages={26--32},
  year={2018},
  organization={IEEE}
}

@inproceedings{metta2008icub,
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  year={2008}
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@article{thrun2006stanley,
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@article{bojarski2016end,
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@inproceedings{ng2003autonomous,
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@misc{HeyG,
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@misc{Cortana,
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@misc{Siri,
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@article{lecun2015deep,
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@book{goodfellow2016deep,
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@article{sreenu2019intelligent,
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@inproceedings{cao2018vggface2,
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@article{bochkovskiy2020yolov4,
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@article{litjens2017survey,
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@article{halme2018review,
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@article{zhang2020critical,
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@misc{Eurostat,
  author = {Eurostat},
  title = {Accidents at work statistics},
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@article{lingard2013occupational,
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  year={2013},
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}

@article{fabbri2020inter,
  title={Inter-Homines: Distance-Based Risk Estimation for Human Safety},
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  year={2020}
}

@article{wu2018intelligent,
  title={An intelligent vision-based approach for helmet identification for work safety},
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  year={2018},
  publisher={Elsevier}
}

@article{fang2018falls,
  title={Falls from heights: A computer vision-based approach for safety harness detection},
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  pages={53--61},
  year={2018},
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Scopus
EXPORT DATE: 17 February 2022

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  author={Van der Loos, HF Machiel and Reinkensmeyer, David J and Guglielmelli, Eugenio},
  journal={Springer handbook of robotics},
  pages={1685--1728},
  year={2016},
  publisher={Springer}
}

@inproceedings{gockley2006encouraging,
  title={Encouraging physical therapy compliance with a hands-off mobile robot},
  author={Gockley, Rachel and Matari{\'C}, Maja J},
  booktitle={Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction},
  pages={150--155},
  year={2006}
}

@article{mataric2007socially,
  title={Socially assistive robotics for post-stroke rehabilitation},
  author={Matari{\'c}, Maja J and Eriksson, Jon and Feil-Seifer, David J and Winstein, Carolee J},
  journal={Journal of neuroengineering and rehabilitation},
  volume={4},
  pages={1--9},
  year={2007},
  publisher={Springer}
}

@inproceedings{swift2015effects,
  title={Effects of comparative feedback from a socially assistive robot on self-efficacy in post-stroke rehabilitation},
  author={Swift-Spong, Katelyn and Short, Elaine and Wade, Eric and Matari{\'c}, Maja J},
  booktitle={2015 IEEE International Conference on Rehabilitation Robotics (ICORR)},
  pages={764--769},
  year={2015},
  organization={IEEE}
}

@inproceedings{tanguy2016computational,
  title={Computational architecture of a robot coach for physical exercises in kinaesthetic rehabilitation},
  author={Tanguy, Philippe and R{\'e}my-N{\'e}ris, Olivier and others},
  booktitle={2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)},
  pages={1138--1143},
  year={2016},
  organization={IEEE}
}

@article{tapus2008user,
  title={User—robot personality matching and assistive robot behavior adaptation for post-stroke rehabilitation therapy},
  author={Tapus, Adriana and {\c{T}}{\u{a}}pu{\c{s}}, Cristian and Matari{\'c}, Maja J},
  journal={Intelligent Service Robotics},
  volume={1},
  pages={169--183},
  year={2008},
  publisher={Springer}
}

@inproceedings{winkle2018social,
  title={Social robots for engagement in rehabilitative therapies: Design implications from a study with therapists},
  author={Winkle, Katie and Caleb-Solly, Praminda and Turton, Ailie and Bremner, Paul},
  booktitle={Proceedings of the 2018 acm/ieee international conference on human-robot interaction},
  pages={289--297},
  year={2018}
}

@inproceedings{beer2012domesticated,
  title={The domesticated robot: design guidelines for assisting older adults to age in place},
  author={Beer, Jenay M and Smarr, Cory-Ann and Chen, Tiffany L and Prakash, Akanksha and Mitzner, Tracy L and Kemp, Charles C and Rogers, Wendy A},
  booktitle={Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction},
  pages={335--342},
  year={2012}
}

@incollection{esposito2016supporting,
  title={Supporting active and healthy aging with advanced robotics integrated in smart environment},
  author={Esposito, Raffaele and Fiorini, Laura and Limosani, Raffaele and Bonaccorsi, Manuele and Manzi, Alessandro and Cavallo, Filippo and Dario, Paolo},
  booktitle={Optimizing assistive technologies for aging populations},
  pages={46--77},
  year={2016},
  publisher={IGI Global},
  address = {Hershey, PA}
}

@inproceedings{mostajeran2020augmented,
  title={Augmented reality for older adults: exploring acceptability of virtual coaches for home-based balance training in an aging population},
  author={Mostajeran, Fariba and Steinicke, Frank and Ariza Nunez, Oscar Javier and Gatsios, Dimitrios and Fotiadis, Dimitrios},
  booktitle={Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems},
  pages={1--12},
  year={2020}
}

@article{lee2024enabling,
  title={Enabling AI and robotic coaches for physical rehabilitation therapy: iterative design and evaluation with therapists and post-stroke survivors},
  author={Lee, Min Hun and Siewiorek, Daniel P and Smailagic, Asim and Bernardino, Alexandre and Badia, Sergi Berm{\'u}dez i},
  journal={International Journal of Social Robotics},
  volume={16},
  number={1},
  pages={1--22},
  year={2024},
  publisher={Springer}
}

@incollection{cauli2023sensor,
  title={Sensor Datasets for Human Daily Safety and Well-Being},
  author={Cauli, Nino and Massa, Silvia M and Recupero, Diego Reforgiato and Riboni, Daniele},
  booktitle={Enabling Person-Centric Healthcare Using Ambient Assistive Technology: Personalized and Patient-Centric Healthcare Services in AAT},
  pages={1--26},
  year={2023},
  publisher={Springer},
  address={Cham}
}

@article{bazarevsky2020blazepose,
  title={BlazePose: On-device Real-time Body Pose tracking},
  author={Bazarevsky, V},
  journal={arXiv preprint arXiv:2006.10204},
  year={2020}
}