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Volumn 61, Issue , 2015, Pages 16-32

Marginal filtering in large state spaces

Author keywords

Activity recognition; Bayesian inference; Marginal filter; Particle filter; Plan recognition; Symbolic models

Indexed keywords

BAYESIAN NETWORKS; DEGREES OF FREEDOM (MECHANICS); INFERENCE ENGINES; MONTE CARLO METHODS;

EID: 84929192853     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2015.04.003     Document Type: Article
Times cited : (17)

References (38)
  • 1
    • 70350569456 scopus 로고    scopus 로고
    • Action understanding as inverse planning
    • C.L. Baker, R. Saxe, and J.B. Tenenbaum Action understanding as inverse planning Cognition 113 3 2009 329 349
    • (2009) Cognition , vol.113 , Issue.3 , pp. 329-349
    • Baker, C.L.1    Saxe, R.2    Tenenbaum, J.B.3
  • 2
    • 57949085983 scopus 로고    scopus 로고
    • Curse-of-dimensionality revisited: Collapse of the particle filter in very large scale systems
    • The Institute of Mathematical Statistics
    • T. Bengtsson, P. Bickel, and B. Li Curse-of-dimensionality revisited: collapse of the particle filter in very large scale systems Probability and Statistics: Essays in Honor of David A. Freedman 2008 The Institute of Mathematical Statistics 316 334
    • (2008) Probability and Statistics: Essays in Honor of David A. Freedman , pp. 316-334
    • Bengtsson, T.1    Bickel, P.2    Li, B.3
  • 3
    • 78651380960 scopus 로고    scopus 로고
    • Remember and transfer what you have learned - Recognizing composite activities based on activity spotting
    • U. Blanke, and B. Schiele Remember and transfer what you have learned - recognizing composite activities based on activity spotting Proc. of ISWC 2010 1 8
    • (2010) Proc. of ISWC , pp. 1-8
    • Blanke, U.1    Schiele, B.2
  • 6
    • 0025401005 scopus 로고
    • The computational complexity of probabilistic inference using Bayesian belief networks
    • G.F. Cooper The computational complexity of probabilistic inference using Bayesian belief networks Artif. Intell. 42 2 1990 393 405
    • (1990) Artif. Intell. , vol.42 , Issue.2 , pp. 393-405
    • Cooper, G.F.1
  • 8
    • 77957367224 scopus 로고    scopus 로고
    • A comparison of the model-based & algebraic styles of specification as a basis for test specification
    • R. Denney A comparison of the model-based & algebraic styles of specification as a basis for test specification SIGSOFT Softw. Eng. Notes 21 5 Sep. 1996 60 64
    • (1996) SIGSOFT Softw. Eng. Notes , vol.21 , Issue.5 , pp. 60-64
    • Denney, R.1
  • 12
    • 0001460136 scopus 로고    scopus 로고
    • On sequential Monte Carlo sampling methods for Bayesian filtering
    • A. Doucet, S. Godsill, and C. Andrieu On sequential Monte Carlo sampling methods for Bayesian filtering Stat. Comput. 10 3 Jul. 2000 197 208
    • (2000) Stat. Comput. , vol.10 , Issue.3 , pp. 197-208
    • Doucet, A.1    Godsill, S.2    Andrieu, C.3
  • 14
    • 0242550819 scopus 로고    scopus 로고
    • On-line inference for Hidden Markov models via particle filters
    • P. Fearnhead, and P. Clifford On-line inference for Hidden Markov models via particle filters J. R. Stat. Soc., Ser. B, Stat. Methodol. 65 4 2003 887 899
    • (2003) J. R. Stat. Soc., Ser. B, Stat. Methodol. , vol.65 , Issue.4 , pp. 887-899
    • Fearnhead, P.1    Clifford, P.2
  • 15
    • 27444434099 scopus 로고    scopus 로고
    • PDDL2.1: An extension to PDDL for expressing temporal planning domains
    • M. Fox, and D. Long PDDL2.1: an extension to PDDL for expressing temporal planning domains J. Artif. Intell. Res. 20 1 2003 61 124
    • (2003) J. Artif. Intell. Res. , vol.20 , Issue.1 , pp. 61-124
    • Fox, M.1    Long, D.2
  • 16
    • 0012252088 scopus 로고    scopus 로고
    • Solving large POMDPs using real time dynamic programming
    • H. Geffner, and B. Bonet Solving large POMDPs using real time dynamic programming Proc. AAAI Fall Symp. on POMDPs 1998 61 68
    • (1998) Proc. AAAI Fall Symp. on POMDPs , pp. 61-68
    • Geffner, H.1    Bonet, B.2
  • 18
    • 79958236542 scopus 로고    scopus 로고
    • Rapid specification and automated generation of prompting systems to assist people with dementia
    • J. Hoey, T. Plötz, D. Jackson, A. Monk, C. Pham, and P. Olivier Rapid specification and automated generation of prompting systems to assist people with dementia Pervasive Mob. Comput. 7 3 2011 299 318
    • (2011) Pervasive Mob. Comput. , vol.7 , Issue.3 , pp. 299-318
    • Hoey, J.1    Plötz, T.2    Jackson, D.3    Monk, A.4    Pham, C.5    Olivier, P.6
  • 19
    • 77950932056 scopus 로고    scopus 로고
    • Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process
    • J. Hoey, P. Poupart, A. von Bertoldi, T. Craig, C. Boutilier, and A. Mihailidis Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process Comput. Vis. Image Underst. 114 5 2010 503 519
    • (2010) Comput. Vis. Image Underst. , vol.114 , Issue.5 , pp. 503-519
    • Hoey, J.1    Poupart, P.2    Von Bertoldi, A.3    Craig, T.4    Boutilier, C.5    Mihailidis, A.6
  • 22
    • 84910620885 scopus 로고    scopus 로고
    • Computational state space models for activity and intention recognition. A feasibility study
    • F. Krüger, M. Nyolt, K. Yordanova, A. Hein, and T. Kirste Computational state space models for activity and intention recognition. A feasibility study PLoS ONE 9 11 2014 e109381
    • (2014) PLoS ONE , vol.9 , Issue.11 , pp. e109381
    • Krüger, F.1    Nyolt, M.2    Yordanova, K.3    Hein, A.4    Kirste, T.5
  • 24
    • 84881311778 scopus 로고    scopus 로고
    • A survey on human activity recognition using wearable sensors
    • Ó.D. Lara, and M.A. Labrador A survey on human activity recognition using wearable sensors IEEE Commun. Surv. Tutor. 15 3 2013 1192 1209
    • (2013) IEEE Commun. Surv. Tutor. , vol.15 , Issue.3 , pp. 1192-1209
    • Lara Ó., D.1    Labrador, M.A.2
  • 26
    • 84885371024 scopus 로고    scopus 로고
    • Hierarchical multi-channel hidden semi Markov graphical models for activity recognition
    • P. Natarajan, and R. Nevatia Hierarchical multi-channel hidden semi Markov graphical models for activity recognition Comput. Vis. Image Underst. 117 10 2013 1329 1344
    • (2013) Comput. Vis. Image Underst. , vol.117 , Issue.10 , pp. 1329-1344
    • Natarajan, P.1    Nevatia, R.2
  • 27
    • 84898022983 scopus 로고    scopus 로고
    • Recognising behaviours of multiple people with hierarchical probabilistic model and statistical data association
    • BMVC 2006 British Machine Vision Association
    • N. Nguyen, S. Venkatesh, and H. Bui Recognising behaviours of multiple people with hierarchical probabilistic model and statistical data association Proceedings of the 17th British Machine Vision Conference BMVC 2006 2006 British Machine Vision Association 1239 1248
    • (2006) Proceedings of the 17th British Machine Vision Conference , pp. 1239-1248
    • Nguyen, N.1    Venkatesh, S.2    Bui, H.3
  • 29
    • 84881061777 scopus 로고    scopus 로고
    • Goal recognition over POMDPs: Inferring the intention of a POMDP agent
    • M. Ramírez, and H. Geffner Goal recognition over POMDPs: inferring the intention of a POMDP agent Proc. of IJCAI 2011 2009 2014
    • (2011) Proc. of IJCAI , pp. 2009-2014
    • Ramírez, M.1    Geffner, H.2
  • 30
    • 84884708571 scopus 로고    scopus 로고
    • A survey on ambient-assisted living tools for older adults
    • P. Rashidi, and A. Mihailidis A survey on ambient-assisted living tools for older adults IEEE J. Biomed. Health Inform. 17 3 2013 579 590
    • (2013) IEEE J. Biomed. Health Inform. , vol.17 , Issue.3 , pp. 579-590
    • Rashidi, P.1    Mihailidis, A.2
  • 31
    • 84866710901 scopus 로고    scopus 로고
    • A database for fine grained activity detection of cooking activities
    • M. Rohrbach, S. Amin, M. Andriluka, and B. Schiele A database for fine grained activity detection of cooking activities Proc. of CVPR 2012 25 36
    • (2012) Proc. of CVPR , pp. 25-36
    • Rohrbach, M.1    Amin, S.2    Andriluka, M.3    Schiele, B.4
  • 32
    • 84868218750 scopus 로고    scopus 로고
    • A possibilistic approach for activity recognition in smart homes for cognitive assistance to Alzheimer's patients
    • Atlantis Ambient Pervasive Intell. Atlantis Press
    • P.C. Roy, S. Giroux, B. Bouchard, A. Bouzouane, C. Phua, A. Tolstikov, and J. Biswas A possibilistic approach for activity recognition in smart homes for cognitive assistance to Alzheimer's patients Activity Recognition in Pervasive Intelligent Environments Atlantis Ambient Pervasive Intell. vol. 4 2011 Atlantis Press 33 58
    • (2011) Activity Recognition in Pervasive Intelligent Environments , vol.4 , pp. 33-58
    • Roy, P.C.1    Giroux, S.2    Bouchard, B.3    Bouzouane, A.4    Phua, C.5    Tolstikov, A.6    Biswas, J.7
  • 33
    • 84862658483 scopus 로고    scopus 로고
    • Location-based reasoning about complex multi-agent behavior
    • A. Sadilek, and H. Kautz Location-based reasoning about complex multi-agent behavior J. Artif. Intell. Res. 43 2012 87 133
    • (2012) J. Artif. Intell. Res. , vol.43 , pp. 87-133
    • Sadilek, A.1    Kautz, H.2
  • 35
    • 5044237697 scopus 로고    scopus 로고
    • Propagation networks for recognition of partially ordered sequential action
    • Y. Shi, Y. Huang, D. Minnen, A. Bobick, and I. Essa Propagation networks for recognition of partially ordered sequential action Proc. of CVPR 2004 862 869
    • (2004) Proc. of CVPR , pp. 862-869
    • Shi, Y.1    Huang, Y.2    Minnen, D.3    Bobick, A.4    Essa, I.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.