citations.bib

@inproceedings{gudmundsson2004flock,
  title={Efficient detection of motion patterns in spatio-temporal data sets},
  author={Gudmundsson, Joachim and van Kreveld, Marc and Speckmann, Bettina},
  booktitle={GIS'04}
}

@inproceedings{zheng2013gathering,
  title={On discovery of gathering patterns from trajectories},
  author={Zheng, Kai and Zheng, Yu and Yuan, Nicholas Jing and Shang, Shuo},
  booktitle={ICDE'13}
}

@inproceedings{aung2010evolvingconvoy,
  title={Discovery of evolving convoys},
  author={Aung, Htoo Htet and Tan, Kian-Lee},
  booktitle={Scientific and Statistical Database Management},
  pages={196--213},
  year={2010},
  organization={Springer}
}

@article{li2015platoon,
  title={Efficient mining of platoon patterns in trajectory databases},
  author={Li, Yuxuan and Bailey, James and Kulik, Lars},
  journal={Data and Knowledge Engineering},
  year={2015},
  publisher={Elsevier}
}

@article{jeung2008convoy,
  title={Discovery of convoys in trajectory databases},
  author={Jeung, Hoyoung and Yiu, Man Lung and Zhou, Xiaofang and Jensen, Christian S and Shen, Heng Tao},
  journal={VLDB'08}
}

@article{li2010swarm,
  title={Swarm: Mining relaxed temporal moving object clusters},
  author={Li, Zhenhui and Ding, Bolin and Han, Jiawei and Kays, Roland},
  journal={VLDB'10},
}

@incollection{kalnis2005movingclusters,
  title={On discovering moving clusters in spatio-temporal data},
  author={Kalnis, Panos and Mamoulis, Nikos and Bakiras, Spiridon},
  booktitle={SSTD'05},
}

@inproceedings{lee2007partitionandgroup,
  title={Trajectory clustering: a partition-and-group framework},
  author={Lee, Jae-Gil and Han, Jiawei and Whang, Kyu-Young},
  booktitle={SIGMOD'07}
}

@inproceedings{li2004clusteringmovingobjects,
  title={Clustering moving objects},
  author={Li, Yifan and Han, Jiawei and Yang, Jiong},
  booktitle={SIGKDD'04}
}

@inproceedings{tang2012onlineconvoy,
  title={On discovery of traveling companions from streaming trajectories},
  author={Tang, Lu-An and Zheng, Yu and Yuan, Jing and Han, Jiawei and Leung, Alice and Hung, Chih-Chieh and Peng, Wen-Chih},
  booktitle={ICDE'12}
}

@inproceedings{vieira2009onlineflock,
  title={On-line discovery of flock patterns in spatio-temporal data},
  author={Vieira, Marcos R and Bakalov, Petko and Tsotras, Vassilis J},
  booktitle={ACM SIGSPATIAL'09}
}

@inproceedings{jinno2012paralleltpattern,
  title={Parallel distributed trajectory pattern mining using MapReduce},
  author={Jinno, Ryota and Seki, Katsuyuki and Uehara, Kazuhiro},
  booktitle={CloudCom'12}
}

@inproceedings{li2010periodicpattern,
  title={Mining periodic behaviors for moving objects},
  author={Li, Zhenhui and Ding, Bolin and Han, Jiawei and Kays, Roland and Nye, Peter},
  booktitle={SIGKDD'10}
}

@inproceedings{gudmundsson2006flock,
  title={Computing longest duration flocks in trajectory data},
  author={Gudmundsson, Joachim and van Kreveld, Marc},
  booktitle={GIS'06}
}

@article{wang2006grouppattern,
  title={Efficient mining of group patterns from user movement data},
  author={Wang, Yida and Lim, Ee-Peng and Hwang, San-Yih},
  journal={Data and Knowledge Engineering},
  year={2006}
}

@inproceedings{he2011mrdbscan,
  title={Mr-dbscan: An efficient parallel density-based clustering algorithm using mapreduce},
  author={He, Yaobin and Tan, Haoyu and Luo, Wuman and Mao, Huajian and Ma, Di and Feng, Shengzhong and Fan, Jianping},
  booktitle={ICPADS'11},
}

@book{benkert2006meet,
  title={Reporting flock patterns},
  author={Benkert, Marc and Gudmundsson, Joachim and H{\"u}bner, Florian and Wolle, Thomas},
  year={2006},
  publisher={Springer}
}

@inproceedings{andersson2007leadership,
  title={Reporting leadership patterns among trajectories},
  author={Andersson, Mattias and Gudmundsson, Joachim and Laube, Patrick and Wolle, Thomas},
  booktitle={SAC'07}
}

@inproceedings{giannotti2007survey,
  title={Trajectory pattern mining},
  author={Giannotti, Fosca and Nanni, Mirco and Pinelli, Fabio and Pedreschi, Dino},
  booktitle={SIGKDD'07}
}

@article{birant2007st,
  title={ST-DBSCAN: An algorithm for clustering spatial--temporal data},
  author={Birant, Derya and Kut, Alp},
  journal={Data and Knowledge Engineering},
  year={2007}
}

@article{douglas1973linesimplification,
  title={Algorithms for the reduction of the number of points required to represent a digitized line or its caricature},
  author={Douglas, David H and Peucker, Thomas K},
  journal={Cartographica, 1973}
}
  
@phdthesis{li2013managing,
  title={Managing moving objects and their trajectories},
  author={Li, Xiaohui},
  year={2013},
  school={National University of Singapore}
}

@article{li2013onlinegroup,
  title={Effective online group discovery in trajectory databases},
  author={Li, Xiaohui and Ceikute, Vaida and Jensen, Christian S and Tan, Kian-Lee},
  journal={TKDE 2013}
}

@inproceedings{gidofalvi2007cab,
  title={Cab-sharing: An effective, door-to-door, on-demand transportation service},
  author={Gidofalvi, Gy{\"o}z{\"o} and Pedersen, Torben Bach},
  booktitle={ECITSS'07}
}

@inproceedings{wang2014travel,
  title={Travel time estimation of a path using sparse trajectories},
  author={Wang, Yilun and Zheng, Yu and Xue, Yexiang},
  booktitle={SIGKDD'14}
}

@article{yuan2013tdrive,
  title={T-drive: enhancing driving directions with taxi drivers' intelligence},
  author={Yuan, Jing and Zheng, Yu and Xie, Xing and Sun, Guangzhong},
  journal={TKDE 2013}
}

@inproceedings{zheng2011urban,
  title={Urban computing with taxicabs},
  author={Zheng, Yu and Liu, Yanchi and Yuan, Jing and Xie, Xing},
  booktitle={UbiComp 2011)}
}

@article{bao2013survey,
  title={A survey on recommendations in locationbased social networks},
  author={Bao, Jie and Zheng, Yu and Wilkie, David and Mokbel, Mohamed F},
  journal={Geoinformatica},
  year={2013}
}

@inproceedings{li2010miningperiodic,
  title={Mining periodic behaviors for moving objects},
  author={Li, Zhenhui and Ding, Bolin and Han, Jiawei and Kays, Roland and Nye, Peter},
  booktitle={SIGKDD'10}
}

@article{zheng2015survey,
  title={Trajectory data mining: an overview},
  author={Zheng, Yu},
  journal={TIST'15}
}

@incollection{laube2005finding,
  title={Finding REMO—detecting relative motion patterns in geospatial lifelines},
  author={Laube, Patrick and van Kreveld, Marc and Imfeld, Stephan},
  booktitle={Developments in spatial data handling},
  year={2005}
}

@article{dean2008mapreduce,
  title={MapReduce: simplified data processing on large clusters},
  author={Dean, Jeffrey and Ghemawat, Sanjay},
  journal={Communications of the ACM},
  year={2008}
}


@inproceedings{kwon2012skewtune,
  title={Skewtune: mitigating skew in mapreduce applications},
  author={Kwon, YongChul and Balazinska, Magdalena and Howe, Bill and Rolia, Jerome},
  booktitle={SIGMOD'12},
  year={2012},
  organization={ACM}
}


%@inproceedings{coppa2015data,
%  title={On data skewness, stragglers, and MapReduce progress indicators},
%  author={Coppa, Emilio and Finocchi, Irene},
%  booktitle={ASCC'15}
%}

@inproceedings{zaharia2012resilient,
  title={Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing},
  author={Zaharia, Matei and Chowdhury, Mosharaf and Das, Tathagata and Dave, Ankur and Ma, Justin and McCauley, Murphy and Franklin, Michael J and Shenker, Scott and Stoica, Ion},
  booktitle={USENIX'12}
}


@inproceedings{pei2000closet,
  title={CLOSET: An Efficient Algorithm for Mining Frequent Closed Itemsets.},
  author={Pei, Jian and Han, Jiawei and Mao, Runying and others},
  booktitle={DMKD'00}
}

@inproceedings{wang2003closet+,
  title={Closet+: Searching for the best strategies for mining frequent closed itemsets},
  author={Wang, Jianyong and Han, Jiawei and Pei, Jian},
  booktitle={SIGKDD'03}
}


@inproceedings{ester1996density,
  title={A density-based algorithm for discovering clusters in large spatial databases with noise.},
  author={Ester, Martin and Kriegel, Hans-Peter and Sander, J{\"o}rg and Xu, Xiaowei and others},
  booktitle={SIGKDD'96}
}

@inproceedings{aung2010discovery,
  title={Discovery of evolving convoys},
  author={Aung, Htoo Htet and Tan, Kian-Lee},
  booktitle={SSDM'10}
}

@inproceedings{srikant1996mining,
  title={Mining sequential patterns: Generalizations and performance improvements},
  author={Srikant, Ramakrishnan and Agrawal, Rakesh},
  booktitle={EDBT'96}
}

@article{mooney2013sequential,
  title={Sequential pattern mining--approaches and algorithms},
  author={Mooney, Carl H and Roddick, John F},
  journal={ACM Computing Surveys (CSUR)},
  year={2013}
}

@inproceedings{miliaraki2013mind,
  title={Mind the gap: Large-scale frequent sequence mining},
  author={Miliaraki, Iris and Berberich, Klaus and Gemulla, Rainer and Zoupanos, Spyros},
  booktitle={SIGMOD'13}
}

@inproceedings{li2007traffic,
  title={Traffic density-based discovery of hot routes in road networks},
  author={Li, Xiaolei and Han, Jiawei and Lee, Jae-Gil and Gonzalez, Hector},
  booktitle={ISSTD'07}
}

@article{lee2011mining,
  title={Mining discriminative patterns for classifying trajectories on road networks},
  author={Lee, Jae-Gil and Han, Jiawei and Li, Xiaolei and Cheng, Hong},
  journal={TKDE'11}
}

@article{yoo2006joinless,
  title={A joinless approach for mining spatial colocation patterns},
  author={Yoo, Jin Soung and Shekhar, Shashi},
  journal={TKDE'06},
}

@inproceedings{agrawal1994fast,
  title={Fast algorithms for mining association rules},
  author={Agrawal, Rakesh and Srikant, Ramakrishnan and others},
  journal={VLDB'94},
}