메뉴 건너뛰기




Volumn 23, Issue 4, 2011, Pages 527-539

Discovering activities to recognize and track in a smart environment

Author keywords

Activity recognition; clustering; data mining; sequence mining; smart homes

Indexed keywords

ACTIVITY RECOGNITION; AUTOMATED APPROACH; CLUSTERING; DESIGN TECHNOLOGIES; HEALTH MONITORING; LABELED TRAINING DATA; MACHINE-LEARNING; PERVASIVE SENSING; PRE-SELECTED; SEQUENCE MINING; SMART ENVIRONMENT; SMART HOMES;

EID: 79951924346     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2010.148     Document Type: Article
Times cited : (422)

References (58)
  • 2
    • 38849104954 scopus 로고    scopus 로고
    • What Do family caregivers of Alzheimer's disease patients desire in smart home technologies? Contrasted results of a wide survey
    • DOI 10.3414/ME9102
    • V. Rialle, C. Ollivet, C. Guigui, and C. Hervé, "What Do Family Caregivers of Alzheimer's Disease Patients Desire in Smart Home Technologies? Contrasted Results of a Wide Survey," Methods of Information in Medicine, vol. 47, pp. 63-69, 2008. (Pubitemid 351187624)
    • (2008) Methods of Information in Medicine , vol.47 , Issue.1 , pp. 63-69
    • Rialle, V.1    Ollivet, C.2    Guigui, C.3    Herve, C.4
  • 3
    • 48649084861 scopus 로고    scopus 로고
    • Mild cognitive impairment and everyday function: Evidence of reduced speed in performing instrumental activities of daily living
    • May
    • V.G. Wadley, O. Okonkwo, M. Crowe, and L.A. Ross-Meadows, "Mild Cognitive Impairment and Everyday Function: Evidence of Reduced Speed in Performing Instrumental Activities of Daily Living," Am. J. Geriatric Psychiatry, vol. 16, no. 5, pp. 416-424, May 2008.
    • (2008) Am. J. Geriatric Psychiatry , vol.16 , Issue.5 , pp. 416-424
    • Wadley, V.G.1    Okonkwo, O.2    Crowe, M.3    Ross-Meadows, L.A.4
  • 4
    • 33847691571 scopus 로고    scopus 로고
    • Distributed healthcare: Simultaneous assessment of multiple individuals
    • DOI 10.1109/MPRV.2007.9
    • T.L. Hayes, M. Pavel, N. Larimer, I.A. Tsay, J. Nutt, and A.G. Adami, "Distributed Healthcare: Simultaneous Assessment of Multiple Individuals," IEEE Pervasive Computing, vol. 6, no. 1, pp. 36-43, Jan.-Mar. 2007. (Pubitemid 46384588)
    • (2007) IEEE Pervasive Computing , vol.6 , Issue.1 , pp. 36-43
    • Hayes, T.L.1    Pavel, M.2    Larimer, N.3    Tsay, I.A.4    Nutt, J.5    Adami, A.G.6
  • 11
    • 17644370977 scopus 로고    scopus 로고
    • The Gator tech smart house: A programmable pervasive space
    • DOI 10.1109/MC.2005.107
    • S. Helal, W. Mann, H. El-Zabadani, J. King, Y. Kaddoura, and E. Jansen, "The Gator Tech Smart House: A Programmable Pervasive Space," Computer, vol. 38, no. 3, pp. 50-60, Mar. 2005. (Pubitemid 40556077)
    • (2005) Computer , vol.38 , Issue.3 , pp. 50-60
    • Helal, S.1    Mann, W.2    El-Zabadani, H.3    King, J.4    Kaddoura, Y.5    Jansen, E.6
  • 12
    • 11844294047 scopus 로고    scopus 로고
    • A Fuzzy embedded agent-based approach for realizing ambient intelligence in intelligent inhabited environments
    • DOI 10.1109/TSMCA.2004.838488
    • F. Doctor, H. Hagras, and V. Callaghan, "A Fuzzy Embedded Agent-Based Approach for Realizing Ambient Intelligence in Intelligent Inhabited Environments," IEEE Trans. Systems, Man and Cybernetics, Part A: Systems and Humans, vol. 35, no. 1, pp. 55-65, Jan. 2005. (Pubitemid 40085386)
    • (2005) IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. , vol.35 , Issue.1 , pp. 55-65
    • Doctor, F.1    Hagras, H.2    Callaghan, V.3
  • 16
    • 1642403598 scopus 로고    scopus 로고
    • The efficacy of an intelligent cognitive orthosis to facilitate handwashing by persons with moderate to severe dementia
    • DOI 10.1080/09602010343000156
    • A. Mihailidis, J. Barbenl, and G. Fernie, "The Efficacy of an Intelligent Cognitive Orthosis to Facilitate Handwashing by Persons with Moderate-to-Severe Dementia," Neuropsychological Rehabilitation, vol. 14, no. 1, pp. 135-171, 2004. (Pubitemid 38392513)
    • (2004) Neuropsychological Rehabilitation , vol.14 , Issue.1-2 SPEC. ISS. , pp. 135-171
    • Mihailidis, A.1    Barbenel, J.C.2    Fernie, G.3
  • 17
    • 21244464017 scopus 로고    scopus 로고
    • Intelligent technology for an aging population: The use of AI to assist elders with cognitive impairment
    • M. Pollack, "Intelligent Technology for an Aging Population: The Use of AI to Assist Elders with Cognitive Impairment," AI Magazine, vol. 26, no. 2, pp. 9-24, 2005. (Pubitemid 40889946)
    • (2005) AI Magazine , vol.26 , Issue.2 , pp. 9-24
    • Pollack, M.E.1
  • 18
    • 79951923309 scopus 로고    scopus 로고
    • I.P. Health, "Aging in Place," http://www.intel.com/research/ prohealth/cs-aging-in-place.htm, 2007.
    • (2007) Aging in Place
    • Health, I.P.1
  • 20
    • 46649115341 scopus 로고    scopus 로고
    • Sensor-based abnormal human- activity detection
    • Aug.
    • J. Yin, Q. Yang, and J.J. Pan, "Sensor-Based Abnormal Human- Activity Detection," IEEE Trans. Knowledge and Data Eng., vol. 20, no. 8, pp. 1082-1090, Aug. 2008.
    • (2008) IEEE Trans. Knowledge and Data Eng. , vol.20 , Issue.8 , pp. 1082-1090
    • Yin, J.1    Yang, Q.2    Pan, J.J.3
  • 21
    • 35048836274 scopus 로고    scopus 로고
    • Activity recognition in the home using simple and ubiquitous sensors
    • E.M. Tapia, S.S. Intille, and K. Larson, "Activity Recognition in the Home Using Simple and Ubiquitous Sensors," Pervasive Computing, vol. 3001, pp. 158-175, 2004.
    • (2004) Pervasive Computing , vol.3001 , pp. 158-175
    • Tapia, E.M.1    Intille, S.S.2    Larson, K.3
  • 23
    • 65749083852 scopus 로고    scopus 로고
    • Assessing the quality of activities in a smart environment
    • D. Cook and M. Schmitter-Edgecombe, "Assessing the Quality of Activities in a Smart Environment," Methods of Information in Medicine, vol. 48, pp. 480-485, 2009.
    • (2009) Methods of Information in Medicine , vol.48 , pp. 480-485
    • Cook, D.1    Schmitter-Edgecombe, M.2
  • 24
    • 84904399861 scopus 로고    scopus 로고
    • Activity recognition for the digital home
    • Apr.
    • J. Yang, B.N. Schilit, and D.W. McDonald, "Activity Recognition for the Digital Home," Computer, vol. 41, no. 4, pp. 102-104, Apr. 2008.
    • (2008) Computer , vol.41 , Issue.4 , pp. 102-104
    • Yang, J.1    Schilit, B.N.2    McDonald, D.W.3
  • 26
    • 33745337590 scopus 로고    scopus 로고
    • Defining obtrusiveness in home telehealth technologies: A conceptual framework
    • DOI 10.1197/jamia.M2026, PII S1067502706000557
    • G.D.B.K. Hensel and K. Courtney, "Defining Obtrusiveness in Home Telehealth Technologies: A Conceptual Framework," J. Am. Medical Informatics Assoc., vol. 13, pp. 428-431, 2006. (Pubitemid 43947625)
    • (2006) Journal of the American Medical Informatics Association , vol.13 , Issue.4 , pp. 428-431
    • Hensel, B.K.1    Demiris, G.2    Courtney, K.L.3
  • 29
    • 70349333877 scopus 로고    scopus 로고
    • EpSICAR: An emerging patterns based approach to sequential, interleaved and concurrent activity recognition
    • T. Gu, Z. Wu, X. Tao, H. Pung, and J. Lu, "epSICAR: An Emerging Patterns Based Approach to Sequential, Interleaved and Concurrent Activity Recognition," Proc. IEEE Int'l Conf. Pervasive Computing and Comm., 2009.
    • (2009) Proc. IEEE Int'l Conf. Pervasive Computing and Comm.
    • Gu, T.1    Wu, Z.2    Tao, X.3    Pung, H.4    Lu, J.5
  • 31
    • 41549133673 scopus 로고    scopus 로고
    • Activity recognition for the smart hospital
    • DOI 10.1109/MIS.2008.18, 4475859
    • D. Sánchez, M. Tentori, and J. Favela, "Activity Recognition for the Smart Hospital," IEEE Intelligent Systems, vol. 23, no. 2, pp. 50- 57, Mar./Apr. 2008. (Pubitemid 351459539)
    • (2008) IEEE Intelligent Systems , vol.23 , Issue.2 , pp. 50-57
    • Sanchez, D.1    Tentori, M.2    Favela, J.3
  • 33
    • 33947584673 scopus 로고    scopus 로고
    • Constraint-based sequential pattern mining: The pattern-growth methods
    • DOI 10.1007/s10844-006-0006-z
    • J. Pei, J. Han, and W. Wang, "Constraint-Based Sequential Pattern Mining: The Pattern-Growth Methods," J. Intelligent Information Systems, vol. 28, no. 2, pp. 133-160, 2007. (Pubitemid 46479918)
    • (2007) Journal of Intelligent Information Systems , vol.28 , Issue.2 , pp. 133-160
    • Pei, J.1    Han, J.2    Wang, W.3
  • 34
    • 78149322566 scopus 로고    scopus 로고
    • Improving home automation by discovering regularly occurring device usage patterns
    • Nov.
    • I. Heierman and E.O.D. Cook, "Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns," Proc. Third IEEE Int'l Conf. Data Mining (ICDM '03), pp. 537-540, Nov. 2003.
    • (2003) Proc. Third IEEE Int'l Conf. Data Mining (ICDM '03) , pp. 537-540
    • Heierman, I.1    Cook, E.O.D.2
  • 38
    • 0036643492 scopus 로고    scopus 로고
    • Mining hybrid sequential patterns and sequential rules
    • DOI 10.1016/S0306-4379(02)00008-X
    • Y.-L. Chen, S.-S. Chen, and P.-Y. Hsu, "Mining Hybrid Sequential Patterns and Sequential Rules," Information Systems, vol. 27, no. 5, pp. 345-362, 2002. (Pubitemid 34566394)
    • (2002) Information Systems , vol.27 , Issue.5 , pp. 345-362
    • Chen, Y.-L.1    Chen, S.-S.2    Hsu, P.-Y.3
  • 39
    • 78149351008 scopus 로고    scopus 로고
    • Clustering of time series subsequences is meaningless: Implications for previous and future research
    • E. Keogh, J. Lin, and W. Truppel, "Clustering of Time Series Subsequences Is Meaningless: Implications for Previous and Future Research," Proc. Third IEEE Int'l Conf. Data Mining (ICDM '03), pp. 115-121, 2003.
    • (2003) Proc. Third IEEE Int'l Conf. Data Mining (ICDM '03) , pp. 115-121
    • Keogh, E.1    Lin, J.2    Truppel, W.3
  • 40
    • 0038494602 scopus 로고    scopus 로고
    • Fast sequence clustering using a suffix array algorithm
    • DOI 10.1093/bioinformatics/btg138
    • K. Malde, E. Coward, and I. Jonassen, "Fast Sequence Clustering Using a Suffix Array Algorithm," Bioinformatics, vol. 19, no. 10, pp. 1221-1226, July 2003. (Pubitemid 36850214)
    • (2003) Bioinformatics , vol.19 , Issue.10 , pp. 1221-1226
    • Malde, K.1    Coward, E.2    Jonassen, I.3
  • 41
    • 0001116877 scopus 로고
    • Binary codes capable of correct deletions, insertions, and reversals
    • V.I. Levenshtein, "Binary Codes Capable of Correct Deletions, Insertions, and Reversals," Soviet Physics Doklady, vol. 10, no. 8, pp. 707-710, 1966.
    • (1966) Soviet Physics Doklady , vol.10 , Issue.8 , pp. 707-710
    • Levenshtein, V.I.1
  • 42
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • J. Rissanen, "Modeling by Shortest Data Description," Automatica, vol. 14, pp. 465-471, 1978.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 43
    • 0001138328 scopus 로고
    • A K-means clustering algorithm
    • J.A. Hartigan and M.A. Wong, "A K-Means Clustering Algorithm," Applied Statistics, vol. 28, pp. 100-108, 1979.
    • (1979) Applied Statistics , vol.28 , pp. 100-108
    • Hartigan, J.A.1    Wong, M.A.2
  • 44
    • 18244395860 scopus 로고    scopus 로고
    • Towards automatic clustering of protein sequences
    • J. Yang and W. Wang, "Towards Automatic Clustering of Protein Sequences," Proc. IEEE CS Bioinformatics Conf., pp. 175-186, 2002.
    • (2002) Proc. IEEE CS Bioinformatics Conf. , pp. 175-186
    • Yang, J.1    Wang, W.2
  • 48
    • 0242679438 scopus 로고    scopus 로고
    • Finding the Number of Clusters in a Dataset: An Information-Theoretic Approach
    • DOI 10.1198/016214503000000666
    • C.A. Sugar and G.M. James, "Finding the Number of Clusters in a Data Set: An Information Theoretic Approach," J. Am. Statistical Assoc., vol. 98, pp. 750-763, 2003. (Pubitemid 37395947)
    • (2003) Journal of the American Statistical Association , vol.98 , Issue.463 , pp. 750-763
    • Sugar, C.A.1    James, G.M.2
  • 49
    • 34250115918 scopus 로고
    • An examination of procedures for determining the number of clusters in a data set
    • G.W. Milligan and M.C. Cooper, "An Examination of Procedures for Determining the Number of Clusters in a Data Set," Psychometrika, vol. 50, pp. 159-179, 1985.
    • (1985) Psychometrika , vol.50 , pp. 159-179
    • Milligan, G.W.1    Cooper, M.C.2
  • 50
    • 84935113569 scopus 로고
    • Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
    • Apr.
    • A. Viterbi, "Error Bounds for Convolutional Codes and an Asymptotically Optimum Decoding Algorithm," IEEE Trans. Information Theory, vol. IT-13, no. 2, pp. 260-269, Apr. 1967.
    • (1967) IEEE Trans. Information Theory , vol.IT-13 , Issue.2 , pp. 260-269
    • Viterbi, A.1
  • 52
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • DOI 10.1023/A:1007614523901
    • R.E. Schapire and Y. Singer, "Improved Boosting Algorithms Using Confidence-Rated Predictions," Machine Learning, vol. 37, no. 3, pp. 297-336, 1999. (Pubitemid 32210620)
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 56
    • 79951922863 scopus 로고    scopus 로고
    • "Asterisk Guru," www.asteriskguru.com/tutorials, 2009.
    • (2009)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.