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Volumn 17, Issue 2, 2017, Pages

A framework for bus trajectory extraction and missing data recovery for data sampled from the internet

Author keywords

Anomaly detection; Clustering; Missing data recovery; Trajectory processing

Indexed keywords

BUSES; CLUSTER ANALYSIS; EXTRACTION; INTERNET; INTERPOLATION; RECOVERY; TRAJECTORIES;

EID: 85012255126     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s17020342     Document Type: Article
Times cited : (8)

References (36)
  • 1
    • 84930640513 scopus 로고    scopus 로고
    • Trajectory Data Mining: An Overview
    • Zheng, Y. Trajectory Data Mining: An Overview. ACM Trans. Intell. Syst. Technol. 2015, 6, 1–45.
    • (2015) ACM Trans. Intell. Syst. Technol , vol.6 , pp. 1-45
    • Zheng, Y.1
  • 2
  • 6
    • 84879095417 scopus 로고    scopus 로고
    • From Taxi GPS Traces to Social and Community Dynamics: A Survey
    • Castro, P.S.; Zhang, D.; Chen, C.; Li, S.; Pan, G. From Taxi GPS Traces to Social and Community Dynamics: A Survey. ACM Comput. Surv. 2013, 46, 1–34.
    • (2013) ACM Comput. Surv , vol.46 , pp. 1-34
    • Castro, P.S.1    Zhang, D.2    Chen, C.3    Li, S.4    Pan, G.5
  • 7
    • 84879082499 scopus 로고    scopus 로고
    • Trace Analysis and Mining for Smart Cities: Issues, Methods, and Applications
    • Pan, G.; Qi, G.D.; Zhang, W.S.; Li, S.J.; Wu, Z.H.; Yang, L.T. Trace Analysis and Mining for Smart Cities: Issues, Methods, and Applications. IEEE Commun. Mag. 2013, 51, 120–126.
    • (2013) IEEE Commun. Mag , vol.51 , pp. 120-126
    • Pan, G.1    Qi, G.D.2    Zhang, W.S.3    Li, S.J.4    Wu, Z.H.5    Yang, L.T.6
  • 9
    • 84863047808 scopus 로고    scopus 로고
    • Prediction of urban human mobility using large-scale taxi traces and its applications
    • Li, X.; Pan, G.; Wu, Z.; Qi, G.; Li, S.; Zhang, D.; Zhang, W.; Wang, Z. Prediction of urban human mobility using large-scale taxi traces and its applications. Front. Comput. Sci. China 2012, 6, 111–121.
    • (2012) Front. Comput. Sci. China , vol.6 , pp. 111-121
    • Li, X.1    Pan, G.2    Wu, Z.3    Qi, G.4    Li, S.5    Zhang, D.6    Zhang, W.7    Wang, Z.8
  • 14
    • 85012285046 scopus 로고    scopus 로고
    • Suzhou Transportation Bureau, EB/OL, accessed on 18 January 2017
    • Suzhou Transportation Bureau. The Official Website of Bus Arrival Information Quering System for Suzhou. [EB/OL]. 2017. Available online: http://www.szjt.gov.cn/apts/APTSLine.aspx (accessed on 18 January 2017).
    • (2017) The Official Website of Bus Arrival Information Quering System for Suzhou
  • 15
    • 84868584321 scopus 로고    scopus 로고
    • An Algorithm for Bus Trajectory Extraction Based on Incomplete Data Source
    • Dai, D.; Mu, D. An Algorithm for Bus Trajectory Extraction Based on Incomplete Data Source. Chin. J. Electron. 2012, 21, 599–603.
    • (2012) Chin. J. Electron , vol.21 , pp. 599-603
    • Dai, D.1    Mu, D.2
  • 17
    • 3543125360 scopus 로고    scopus 로고
    • On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms
    • Yamanishi, K.; Takeuchi, J.I.; Williams, G.; Milne, P. On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms. Data Min. Knowl. Discov. 2004, 8, 275–300.
    • (2004) Data Min. Knowl. Discov , vol.8 , pp. 275-300
    • Yamanishi, K.1    Takeuchi, J.I.2    Williams, G.3    Milne, P.4
  • 18
    • 33750100476 scopus 로고    scopus 로고
    • A Neural Network-Based Novelty Detector for Image Sequence Analysis
    • Markou, M.; Singh, S. A Neural Network-Based Novelty Detector for Image Sequence Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 2006, 28, 1664–1677.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell , vol.28 , pp. 1664-1677
    • Markou, M.1    Singh, S.2
  • 19
    • 42749086305 scopus 로고    scopus 로고
    • Fast mining of distance-based outliers in high-dimensional datasets
    • Ghoting, A.; Parthasarathy, S.; Otey, M.E. Fast mining of distance-based outliers in high-dimensional datasets. Data Min. Knowl. Discov. 2008, 16, 349–364.
    • (2008) Data Min. Knowl. Discov , vol.16 , pp. 349-364
    • Ghoting, A.1    Parthasarathy, S.2    Otey, M.E.3
  • 21
    • 84962426310 scopus 로고    scopus 로고
    • Tensor-based anomaly detection: An interdisciplinary survey
    • Fanaee T H; Gama, J. Tensor-based anomaly detection: An interdisciplinary survey. Knowl. Based Syst. 2016, 98, 130–147.
    • (2016) Knowl. Based Syst , vol.98 , pp. 130-147
    • Fanaee, T.H.1    Gama, J.2
  • 22
    • 85013989875 scopus 로고    scopus 로고
    • Contextual anomaly detection framework for big sensor data
    • Hayes, M.A.; Capretz, M.A. Contextual anomaly detection framework for big sensor data. J. Big Data 2015, 2, 1–22.
    • (2015) J. Big Data , vol.2 , pp. 1-22
    • Hayes, M.A.1    Capretz, M.A.2
  • 23
    • 84961208229 scopus 로고    scopus 로고
    • Kinematic interpolation of movement data
    • Long, J.A. Kinematic interpolation of movement data. Int. J. Geogr. Inf. Sci. 2016, 30, 854–868.
    • (2016) Int. J. Geogr. Inf. Sci , vol.30 , pp. 854-868
    • Long, J.A.1
  • 24
    • 84945450784 scopus 로고    scopus 로고
    • On a generalization of Bernstein polynomials and Bezier curves based on umbral calculus (II): De Casteljau algorithm
    • Winkel, R. On a generalization of Bernstein polynomials and Bezier curves based on umbral calculus (II): De Casteljau algorithm. Comput. Aided Geom. Des. 2015, 39, 1–16.
    • (2015) Comput. Aided Geom. Des , vol.39 , pp. 1-16
    • Winkel, R.1
  • 25
    • 79957599983 scopus 로고    scopus 로고
    • Parameterization and applications of Catmull-Rom curves
    • Yuksel, C.; Schaefer, S.; Keyser, J. Parameterization and applications of Catmull-Rom curves. Comput. Aided Des. 2011, 43, 747–755.
    • (2011) Comput. Aided Des , vol.43 , pp. 747-755
    • Yuksel, C.1    Schaefer, S.2    Keyser, J.3
  • 26
    • 84959536004 scopus 로고    scopus 로고
    • A framework for anomaly detection in maritime trajectory behavior
    • Lei, P.R. A framework for anomaly detection in maritime trajectory behavior. Knowl. Inf. Syst. 2016, 47, 189–214.
    • (2016) Knowl. Inf. Syst , vol.47 , pp. 189-214
    • Lei, P.R.1
  • 27
    • 84921067372 scopus 로고    scopus 로고
    • Ensemble anomaly detection from multi-resolution trajectory features
    • Ando, S.; Thanomphongphan, T.; Seki, Y.; Suzuki, E. Ensemble anomaly detection from multi-resolution trajectory features. Data Min. Knowl. Discov. 2015, 29, 39–83.
    • (2015) Data Min. Knowl. Discov , vol.29 , pp. 39-83
    • Ando, S.1    Thanomphongphan, T.2    Seki, Y.3    Suzuki, E.4
  • 29
    • 80255123674 scopus 로고    scopus 로고
    • Supervised pseudo self-evolving cerebellar algorithm for generating fuzzy membership functions
    • Ang, K.K.; Quek, C. Supervised pseudo self-evolving cerebellar algorithm for generating fuzzy membership functions. Expert Syst. Appl. 2012, 39, 2279–2287.
    • (2012) Expert Syst. Appl , vol.39 , pp. 2279-2287
    • Ang, K.K.1    Quek, C.2
  • 30
    • 54049134419 scopus 로고    scopus 로고
    • Representation, similarity measures and aggregation methods using fuzzy sets for content-based recommender systems
    • Zenebe, A.; Norcio, A.F. Representation, similarity measures and aggregation methods using fuzzy sets for content-based recommender systems. Fuzzy Sets Syst. 2009, 160, 76–94.
    • (2009) Fuzzy Sets Syst , vol.160 , pp. 76-94
    • Zenebe, A.1    Norcio, A.F.2
  • 32
    • 84872800842 scopus 로고    scopus 로고
    • Expected value model for optimizing the multiple bus headways
    • Li, Y.; Xu, W.; He, S. Expected value model for optimizing the multiple bus headways. Appl. Math. Comput. 2013, 219, 5849–5861.
    • (2013) Appl. Math. Comput , vol.219 , pp. 5849-5861
    • Li, Y.1    Xu, W.2    He, S.3
  • 33
    • 69049083276 scopus 로고    scopus 로고
    • Analyzing urban bus service reliability at the stop, route, and network levels
    • Chen, X.; Yu, L.; Zhang, Y.; Guo, J. Analyzing urban bus service reliability at the stop, route, and network levels. Transp. Res. Part A Policy Pract. 2009, 43, 722–734.
    • (2009) Transp. Res. Part a Policy Pract , vol.43 , pp. 722-734
    • Chen, X.1    Yu, L.2    Zhang, Y.3    Guo, J.4
  • 35
    • 84925630836 scopus 로고    scopus 로고
    • An anti-bunching strategy to improve bus schedule and headway reliability by making use of the available accurate information
    • He, S.X. An anti-bunching strategy to improve bus schedule and headway reliability by making use of the available accurate information. Comput. Ind. Eng. 2015, 85, 17–32.
    • (2015) Comput. Ind. Eng , vol.85 , pp. 17-32
    • He, S.X.1
  • 36
    • 84922676933 scopus 로고    scopus 로고
    • Validating the coverage of bus schedules: A Machine Learning approach
    • Mendes-Moreira, J.; Moreira-Matias, L.; Gama, J.; Freire de Sousa, J. Validating the coverage of bus schedules: A Machine Learning approach. Inf. Sci. 2015, 293, 299–313.
    • (2015) Inf. Sci , vol.293 , pp. 299-313
    • Mendes-Moreira, J.1    Moreira-Matias, L.2    Gama, J.3    Freire De Sousa, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.