TY - JOUR AU - Dodge, S. AU - Weibel, R. AU - Lautenschütz, A. -. K. PY - 2008 DA - 2008// TI - Towards a Taxonomy of Movement Patterns JO - Inf Vis VL - 7 UR - https://doi.org/10.1057/PALGRAVE.IVS.9500182 DO - 10.1057/PALGRAVE.IVS.9500182 ID - Dodge2008 ER - TY - JOUR AU - Amini, A. AU - Wah, T. AU - Saboohi, H. PY - 2014 DA - 2014// TI - On Density-Based Data Streams Clustering Algorithms: A Survey JO - J Comput Sci Technol VL - 29 UR - https://doi.org/10.1007/s11390-014-1416-y DO - 10.1007/s11390-014-1416-y ID - Amini2014 ER - TY - CHAP AU - Kargupta, H. AU - Sarkar, K. AU - Gilligan, M. PY - 2010 DA - 2010// TI - MineFleet: An Overview of a Widely Adopted Distributed Vehicle Performance Data Mining System BT - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD ’10 PB - ACM CY - New York ID - Kargupta2010 ER - TY - CHAP AU - Ananthanarayanan, G. AU - Haridasan, M. AU - Mohomed, I. AU - Terry, D. AU - Thekkath, C. A. PY - 2009 DA - 2009// TI - StarTrack: A Framework for Enabling Track-based Applications BT - Proceedings of the 7th International Conference on Mobile Systems, Applications, and Services, MobiSys ’09 PB - ACM CY - New York ID - Ananthanarayanan2009 ER - TY - JOUR AU - Zheng, Y. AU - Capra, L. AU - Wolfson, O. AU - Yang, H. PY - 2014 DA - 2014// TI - Urban Computing JO - ACM Trans Intell Syst Technol VL - 5 ID - Zheng2014 ER - TY - JOUR AU - Silva, J. A. AU - Faria, E. R. AU - Barros, R. C. AU - Hruschka, E. R. AU - de Carvalho, A. C. P. L. F. AU - Gama, J. PY - 2013 DA - 2013// TI - Data Stream Clustering: A Survey JO - ACM Comput Surv VL - 46 UR - https://doi.org/10.1145/2522968.2522981 DO - 10.1145/2522968.2522981 ID - Silva2013 ER - TY - STD TI - Khalilian M, Mustapha N. Data Stream Clustering: Challenges and Issues. In: Proceedings of the International MultiConference of Engineers and Computer Scientists 2010. Newswood Limited: 2010. p. 566–9. International Association of Engineers. ISBN: 978-988-17012-8-2. http://www.iaeng.org/publication/IMECS2010/. UR - http://www.iaeng.org/publication/IMECS2010/ ID - ref7 ER - TY - STD TI - Cao F, Ester M, Qian W, Zhou A. Density-Based Clustering over an Evolving Data Stream with Noise. In: Proceedings of the 2006 SIAM Conference on Data Mining. Proceedings of the 2006 SIAM International Conference on Data Mining: 2006. p. 326–37. https://doi.org/10.1137/1.9781611972764.29. ID - ref8 ER - TY - JOUR AU - Tu, L. AU - Chen, Y. PY - 2009 DA - 2009// TI - Stream Data Clustering Based on Grid Density and Attraction JO - ACM Trans Knowl Discov Data VL - 3 UR - https://doi.org/10.1145/1552303.1552305 DO - 10.1145/1552303.1552305 ID - Tu2009 ER - TY - JOUR AU - Kranen, P. AU - Assent, I. AU - Baldauf, C. AU - Seidl, T. PY - 2011 DA - 2011// TI - The ClusTree: indexing micro-clusters for anytime stream mining JO - Knowl Inf Syst VL - 29 UR - https://doi.org/10.1007/s10115-010-0342-8 DO - 10.1007/s10115-010-0342-8 ID - Kranen2011 ER - TY - JOUR AU - Yu, Y. AU - Wang, Q. AU - Wang, X. PY - 2013 DA - 2013// TI - Continuous clustering trajectory stream of moving objects JO - China Commun VL - 10 UR - https://doi.org/10.1109/CC.2013.6623510 DO - 10.1109/CC.2013.6623510 ID - Yu2013 ER - TY - CHAP AU - Aggarwal, C. C. AU - Yu, P. S. AU - Han, J. AU - Wang, J. ED - Freytag, J. -. C. ED - Lockemann, P. ED - Abiteboul, S. ED - Carey, M. ED - Selinger, P. ED - Heuer, A. PY - 2003 DA - 2003// TI - - a framework for clustering evolving data streams BT - Proceedings 2003 VLDB Conference PB - Morgan Kaufmann CY - San Francisco ID - Aggarwal2003 ER - TY - STD TI - Ester M, Kriegel H, Sander J, Xu X. A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. In: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining. KDD’96. AAAI Press: 1996. p. 226–31. http://dl.acm.org/citation.cfm?id=3001460.3001507. UR - http://dl.acm.org/citation.cfm?id=3001460.3001507 ID - ref13 ER - TY - BOOK AU - Luckham, D. C. PY - 2001 DA - 2001// TI - The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise Systems PB - Addison-Wesley Longman Publishing Co., Inc. CY - Boston ID - Luckham2001 ER - TY - BOOK AU - Etzion, O. AU - Niblett, P. PY - 2010 DA - 2010// TI - Event Processing in Action PB - Manning Publications Co. CY - Greenwich ID - Etzion2010 ER - TY - STD TI - Flouris I, Giatrakos N, Deligiannakis A, Garofalakis M, Kamp M, Mock M. Issues in complex event processing: Status and prospects in the Big Data era. J Syst Softw. 2016:1–20. https://doi.org/10.1016/j.jss.2016.06.011. ID - ref16 ER - TY - BOOK AU - Kudyba, S. PY - 2014 DA - 2014// TI - Big Data, Mining, and Analytics PB - Auerbach Publications CY - Boca Raton UR - https://doi.org/10.1201/b16666 DO - 10.1201/b16666 ID - Kudyba2014 ER - TY - STD TI - Roriz Junior M. DG2CEP: An On-line Algorithm for Real-time Detection of Spatial Clusters from Large Data Streams through Complex Event Processing, PhD thesis: Pontifícia Universidade Católica do Rio de Janeiro; 2017. PhD Thesis. ID - ref18 ER - TY - JOUR AU - Roriz Junior, M. AU - Endler, M. AU - Silva e Silva, F. PY - 2017 DA - 2017// TI - An on-line algorithm for cluster detection of mobile nodes through complex event processing JO - Inf Syst VL - 64 UR - https://doi.org/10.1016/j.is.2015.12.003 DO - 10.1016/j.is.2015.12.003 ID - Roriz Junior2017 ER - TY - BOOK PY - 2016 DA - 2016// TI - A Heuristic Approach for On-line Discovery of Unidentified Spatial Clusters from Grid-Based Streaming Algorithms PB - Springer CY - Cham ID - ref20 ER - TY - CHAP AU - Chen, Y. AU - Tu, L. PY - 2007 DA - 2007// TI - Density-based Clustering for Real-time Stream Data BT - Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD ’07 PB - ACM CY - New York ID - Chen2007 ER - TY - STD TI - Jensen CS, Lin D, Ooi BC, Zhang R. Effective Density Queries on Continuously Moving Objects. In: 22nd International Conference on Data Engineering (ICDE’06). IEEE: 2006. p. 71. https://doi.org/10.1109/ICDE.2006.179. ID - ref22 ER - TY - STD TI - Ni J, Ravishankar CV. Pointwise-Dense Region Queries in Spatio-temporal Databases. In: Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference On: 2007. p. 1066–75. https://doi.org/10.1109/ICDE.2007.368965. ID - ref23 ER - TY - BOOK AU - Han, J. AU - Kamber, M. AU - Pei, J. PY - 2011 DA - 2011// TI - Data Mining: Concepts and Techniques PB - Morgan Kaufmann Publishers Inc. CY - San Francisco ID - Han2011 ER - TY - STD TI - Rehman SU, Asghar S, Fong S, Sarasvady S. DBSCAN: Past, present and future. The Fifth International Conference on the Applications of Digital Information and Web Technologies (ICADIWT 2014) (FEBRUARY 2014). 2014:232–238. https://doi.org/10.1109/ICADIWT.2014.6814687. ID - ref25 ER - TY - CHAP AU - Garofalakis, M. AU - Gehrke, J. AU - Rastogi, R. PY - 2002 DA - 2002// TI - Querying and Mining Data Streams: You Only Get One Look a Tutorial BT - Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, SIGMOD ’02 PB - ACM CY - New York ID - Garofalakis2002 ER - TY - STD TI - He Y, Tan H, Luo W, Mao H, Ma D, Feng S, Fan J. MR-DBSCAN: An Efficient Parallel Density-Based Clustering Algorithm Using MapReduce. In: Parallel and Distributed Systems (ICPADS), 2011 IEEE 17th International Conference On: 2011. p. 473–80. https://doi.org/10.1109/ICPADS.2011.83. ID - ref27 ER - TY - JOUR AU - Zheng, K. AU - Zheng, Y. AU - Jing Yuan, N. AU - Shang, S. AU - Zhou, X. PY - 2014 DA - 2014// TI - Online Discovery of Gathering Patterns over Trajectories JO - IEEE Trans Knowl Discov Data Eng VL - 26 UR - https://doi.org/10.1109/TKDE.2013.160 DO - 10.1109/TKDE.2013.160 ID - Zheng2014 ER - TY - STD TI - Luckham D, Schulte R. Event Processing Glossary - Version 2.0. 2011. Accessed 08 Dec 2016. http://www.complexevents.com/2011/08/23/event-processing-glossary-version-2/. Accessed 08 Dec 2015. UR - http://www.complexevents.com/2011/08/23/event-processing-glossary-version-2/ ID - ref29 ER - TY - JOUR AU - Arasu, A. AU - Babu, S. AU - Widom, J. PY - 2005 DA - 2005// TI - The CQL continuous query language: semantic foundations and query execution JO - VLDB J VL - 15 UR - https://doi.org/10.1007/s00778-004-0147-z DO - 10.1007/s00778-004-0147-z ID - Arasu2005 ER - TY - STD TI - EsperTech. Esper - Complex Event Processing. 2014. http://www.espertech.com/esper/. Accessed 26 Apr 2014. UR - http://www.espertech.com/esper/ ID - ref31 ER - TY - STD TI - Matysiak M. Data Stream Mining: Basic Methods and Techniques, Technical report: Rheinisch-Westfälische Technische Hochschule Aachen; 2012. http://dme.rwth-aachen.de/en/system/files/file_upload/course/12/elementary-data-mining-techniques/proseminar.pdf. UR - http://dme.rwth-aachen.de/en/system/files/file_upload/course/12/elementary-data-mining-techniques/proseminar.pdf ID - ref32 ER - TY - CHAP AU - Boutsis, I. AU - Kalogeraki, V. AU - Gunopulos, D. PY - 2013 DA - 2013// TI - Efficient Event Detection by Exploiting Crowds BT - Proceedings of the 7th ACM International Conference on Distributed Event-based Systems, DEBS ’13 PB - ACM CY - New York ID - Boutsis2013 ER - TY - JOUR AU - Jensen, C. S. AU - Lin, D. AU - Ooi, B. C. PY - 2007 DA - 2007// TI - Continuous Clustering of Moving Objects JO - Knowl Data Eng IEEE Trans VL - 19 UR - https://doi.org/10.1109/TKDE.2007.1054 DO - 10.1109/TKDE.2007.1054 ID - Jensen2007 ER - TY - STD TI - Amini A, Ying W. DENGRIS-Stream: A density-grid based clustering algorithm for evolving data streams over sliding window. In: Proc. International Conference on Data Mining and Computer Engineering. Planetary Scientific Research Center Proceeding: 2012. p. 206–10. ID - ref35 ER - TY - CHAP AU - Jeung, H. AU - Shen, H. T. AU - Zhou, X. ED - Song, I. Y. ED - Eder, J. ED - Nguyen, T. M. PY - 2007 DA - 2007// TI - Mining Trajectory Patterns Using Hidden Markov Models BT - Data Warehousing and Knowledge Discovery PB - Springer CY - Berlin, Heidelberg ID - Jeung2007 ER - TY - BOOK AU - Manning, C. D. AU - Raghavan, P. AU - Schütze, H. PY - 2008 DA - 2008// TI - Introduction to Information Retrieval PB - Cambridge University Press CY - New York UR - https://doi.org/10.1017/CBO9780511809071 DO - 10.1017/CBO9780511809071 ID - Manning2008 ER - TY - JOUR AU - David, L. AU - Vasconcelos, R. AU - Alves, L. AU - André, R. AU - Endler, M. PY - 2013 DA - 2013// TI - A DDS-based middleware for scalable tracking, communication and collaboration of mobile nodes JO - J Internet Serv Appl (JISA) VL - 4 UR - https://doi.org/10.1186/1869-0238-4-1 DO - 10.1186/1869-0238-4-1 ID - David2013 ER - TY - CHAP AU - Lécué, F. AU - Tucker, R. AU - Tallevi-Diotallevi, S. AU - Nair, R. AU - Gkoufas, Y. AU - Liguori, G. AU - Borioni, M. AU - Rademaker, A. AU - Barbosa, L. ED - Mika, P. ED - Tudorache, T. ED - Bernstein, A. ED - Welty, C. ED - Knoblock, C. ED - Vrandečić, D. ED - Groth, P. ED - Noy, N. ED - Janowicz, K. ED - Goble, C. PY - 2014 DA - 2014// TI - Semantic traffic diagnosis with star-city: Architecture and lessons learned from deployment in dublin, bologna, miami and rio BT - The Semantic Web – ISWC 2014 PB - Springer CY - Cham ID - Lécué2014 ER - TY - STD TI - Roman A. 2018 Top 100 Transit Bus Fleets Survey. 2018. http://www.metro-magazine.com/bus/article/725410. top-100-bus-fleets-survey-exploring-new-options-technologies-to-be-part-of-multim. Accessed 10 Dec 2016. UR - http://www.metro-magazine.com/bus/article/725410 ID - ref40 ER - TY - CHAP AU - Spiliopoulou, M. AU - Ntoutsi, I. AU - Theodoridis, Y. AU - Schult, R. PY - 2006 DA - 2006// TI - MONIC: Modeling and Monitoring Cluster Transitions BT - Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD ’06 PB - ACM CY - New York ID - Spiliopoulou2006 ER -