@incollection{, CE5F793F6E4A27660CF803F8EC65E335 , author={{G.N.V.G.Sirisha} and {ShashiMogalla} and {G.V. PadmaRaju} and {S.R.K.R. Engineering College}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}13131928 } @book{b0, , title={{Sequence Data Mining, Advances in Database Systems}} , author={{ GDong } and { JPei }} , year={2007} , publisher={Springer science} } @incollection{b1, , title={{Mining sequential patterns: Generalizations and Performance Improvements}} , author={{ RSrikant } and { RAgarwal }} , booktitle={{Proc. 5 th Int. Conf. Extending Database Technology}} 5 th Int. Conf. Extending Database TechnologyAvignon, France , year={1996} } @incollection{b2, , title={{SPADE: An Efficient Algorithm for Mining Frequent Sequences}} , author={{ MJZaki }} , journal={{Journal of Machine Learning}} 42 2 , year={2001} } @incollection{b3, , title={{Mining sequential patterns by pattern growth: The prefixspan approach}} , author={{ JPei } and { JHan } and { BMortazavi-Asl } and { JWang } and { HPinto } and { QChen } and { UDayal } and { M.-CHsu }} , journal={{IEEE Trans. Knowledge and Data Engineering}} , year={2004} } @book{b4, , author={{ JHan } and { MKamber }} , title={{Data Mining: Concepts and Techniques}} , publisher={Morgan Kaufmann} , year={2006} , note={2 nd ed.} } @incollection{b5, , title={{Cyclic association rules}} , author={{ BOzden } and { SRamaswamy } and { ASilberschatz }} , booktitle={{Proc. 14 th Intl. Conf. Data Engineering}} 14 th Intl. Conf. Data Engineering } @incollection{b6, , title={{Incremental, online and merge mining of partial periodic patterns in time series databases}} , author={{ WGAref } and { MGElfeky } and { AKElmagarmid }} , journal={{IEEE Trans. Knowledge and Data Engineering}} 16 3 , year={2004} } @incollection{b7, , title={{Mining Asynchronous Periodic Patterns in Time Series Data}} , author={{ JYang } and { WWang } and { PSYu }} , journal={{IEEE Trans. on Knowledge and Data Engineering}} 15 , year={2003} } @incollection{b8, , title={{Projection-based partial periodic pattern mining for event sequences}} , author={{ KJYang } and { TPHond } and { YMChen } and { GCLan }} , journal={{Expert Systems with Applications}} 40 , year={2013} , publisher={Elsevier} } @incollection{b9, , title={{SMCA: A General Model for Mining Asynchronous Periodic Patterns in Temporal Databases}} , author={{ KYHuang } and { CHChang }} , journal={{IEEE Trans. On Knowledge and Data Engineering}} 17 6 , year={Jun, 2005} } @incollection{b10, , title={{A New Data Structure for Asynchronous Periodic Pattern Mining}} , author={{ JSYeh } and { SCLin }} , booktitle={{Proc. 3 rd Int'l Conf. Ubiquitous Information Management and Communication}} 3 rd Int'l Conf. Ubiquitous Information Management and Communication , year={2009} } @incollection{b11, , title={{E-MAP: Efficiently Mining Asynchronous Periodic Patterns}} , author={{ FMaqbool } and { SBashir } and { ARBaig }} , journal={{Int'l Journal of Computer Science and Network Security}} 6 8A , year={Aug, 2006} } @incollection{b12, , title={{Efficient mining of partial periodic patterns in time series databases}} , author={{ JHan } and { WGong } and { YYin }} , booktitle={{Proc. 15th Intl. Conf. Data Engineering}} 15th Intl. Conf. Data Engineering } @incollection{b13, , title={{Efficient Periodicity Mining in Time Series Databases Using Suffix Trees}} , author={{ FRasheed } and { MAlshalalfa } and { RAlhaji }} , journal={{IEEE Trans. On Knowledge and Data Engineering}} 23 1 , year={Jan, 2011} } @incollection{b14, , title={{Periodicity Detection in Time Series Databases}} , author={{ MGElfeky } and { WGAref } and { AKElmagarmid }} , journal={{IEEE Trans. Knowledge and Data Engineering}} 17 7 , year={July 2005} } @incollection{b15, , title={{WARP: Time Warping for Periodicity Detection}} , author={{ MGElfeky } and { WGAref } and { AKElmagarmid }} , booktitle={{Proc. 5 th IEEE Int'l. Conf. Data mining}} 5 th IEEE Int'l. Conf. Data mining , year={Nov. 2005} } @incollection{b16, , title={{Mining Segment-Wise Periodic Patterns in Time Related Databases}} , author={{ JHan } and { WGong } and { YYin }} , booktitle={{Proc. ACM Int'l Conf. Knowledge Discovery and Data Mining}} ACM Int'l Conf. Knowledge Discovery and Data Mining , year={1998} } @incollection{b17, , title={{Identifying representative trends in massive time series datasets using sketches}} , author={{ PIndyk } and { NKoudas } and { SMuthukrishnan }} , booktitle={{Proc. Int'l Conf. Very Large Data Bases}} Int'l Conf. Very Large Data Bases , year={Sept. 2000} } @incollection{b18, , title={{Multiple and Partial Periodicity Mining in Time Series Databases}} , author={{ CBerberidis } and { WAref } and { MAtallah } and { IVlahavas } and { AElmagarmid }} , booktitle={{Proc. European Conf, Artificial Intelligence}} European Conf, Artificial Intelligence , year={July 2002} } @incollection{b19, , title={{InfoMiner+: Mining Partial Periodic Patterns with Gap Penalties}} , author={{ JYang } and { WWang } and { PYu }} , booktitle={{Proc. Second IEEE Int'l Conf. Data Mining}} Second IEEE Int'l Conf. Data Mining , year={Dec. 2002} } @incollection{b20, , title={{Discovering frequent episodes in sequences}} , author={{ HMannila } and { HToivonen } and { AIVerkamo }} , booktitle={{Proc. First Int'l Conf. Knowledge Discovery and Data Mining (KDD'95)}} First Int'l Conf. Knowledge Discovery and Data Mining (KDD'95) , year={1995} } @incollection{b21, , title={{STAGGER: Periodicity Mining of Data Streams using Expanding Sliding Windws}} , author={{ MGElfeky } and { WGAref } and { AKElmagarmid }} , booktitle={{Proc. Int'l Conf. Data Mining}} Int'l Conf. Data Mining , year={2006} } @incollection{b22, , title={{Mining approximate periodic pattern in hydrological time series}} , author={{ YLZhu } and { SJLi } and { NNBao } and { DSWan }} , journal={{Geophysical Research Abstracts}} 14 , year={EGU2012-515-1, 2012. 2012} EGU General Assembly } @incollection{b23, , title={{Detecting approximate periodic patterns}} , author={{ AAmir } and { AApostolico } and { EEisenberg } and { GMLandau } and { ALevy } and { NLewenstein }} , booktitle={{Proc. First Mediterranean Conf. Design and Analysis of Algorithms}} First Mediterranean Conf. Design and Analysis of AlgorithmsBerlin , publisher={springer-verlag} , year={2012} } @incollection{b24, , title={{Mining dense periodic patterns in time series data}} , author={{ CSheng } and { WHsu } and { MLLee }} , booktitle={{Proc. 22 nd Int'l Conf. Data Engineering}} 22 nd Int'l Conf. Data Engineering , year={April, 2006} } @incollection{b25, , title={{New and efficient knowledge discovery of partial periodic patterns with multiple minimum supports}} , author={{ SSChen } and { TC KHuang } and { ZMLin }} , journal={{Journal of Systems and Software}} 84 , year={Oct, 2011} } @incollection{b26, , title={{Discovering High-Order Periodic Patterns}} , author={{ JYang } and { WWang } and { PSYu }} , journal={{Int'l Journal of Knowledge and Information Systems}} 6 , year={May 2004} } @incollection{b27, , title={{Mining Partially Periodic Event Patterns with Unknown Periods}} , author={{ SMa } and { JHellerstein }} , booktitle={{Proc. 17th Int'l Conf. Data Engineering}} 17th Int'l Conf. Data EngineeringHeidelberg, Germany , year={2001} } @incollection{b28, , title={{InfoMiner: Mining Surprising Periodic Patterns}} , author={{ JYang } and { WWang } and { PSYu }} , booktitle={{Proc. Seventh ACM Int'l Conference on Knowledge Discovery and Data Mining}} Seventh ACM Int'l Conference on Knowledge Discovery and Data Mining , year={2001} } @incollection{b29, , title={{Finding calendar-based periodic patterns}} , author={{ AKMahanta } and { FAMazarbhuiya } and { HKBaruah }} , journal={{Journal of Pattern Recognition Letters}} 29 , year={2008} } @incollection{b30, , title={{Mining Calendar-Based Periodicities of Patterns in Temporal Data}} , author={{ MDutta } and { AKMahanta }} , booktitle={{the Proc. Third Int'l Conference on Pattern Recognition and Machine Intelligence}} , publisher={Springer-Verlag} 5909 } @incollection{b31, , title={{Detection of Calendar-Based Periodicities of Interval-Based Temporal Patterns}} , author={{ MDutta } and { AKMahanta }} , booktitle={{Int'l Journal of Data Mining and Knowledge Management Process}} , year={Jan, 2012} 2 } @incollection{b32, , title={{Mining Periodic Patterns with Gap Requirement from Sequences}} , author={{ MZhang } and { BKao } and { DWCheung } and { KYYip }} , journal={{Journal of ACM Transactions on Knowledge Discovery from Data}} 1 , year={Aug 2007} } @incollection{b33, , title={{A Parallel Algorithm for Mining Multiple Partial Periodic Patterns}} , author={{ GLee } and { WYang } and { JMLee }} , journal={{Jounal of Information Sciences}} 176 , year={2006} } @incollection{b34, , title={{Mining partial periodic correlations in time series}} , author={{ ZHe } and { XSWang } and { BSLee } and { AC HLing }} , journal={{In Journal of Knowledge and Information Systems}} 15 1 , year={2008} } @incollection{b35, , title={{Mining Event Periodicity from Incomplete Observations}} , author={{ ZLi } and { JWang } and { JHan }} , booktitle={{Proc. 18 th ACM SIGKDD Int'l. Conf. Knowledge Discovery and Data Mining}} 18 th ACM SIGKDD Int'l. Conf. Knowledge Discovery and Data Mining , year={2012} } @incollection{b36, , title={{Discovery of periodic patterns in spatiotemporal sequences}} , author={{ HCao } and { NMamoulis } and { DWCheung }} , journal={{IEEE Trans. Knowl. Data. Eng}} 19 4 , year={2007} } @incollection{b37, , title={{Mining periodic behaviors for Moving Objects}} , author={{ ZLi } and { BDing } and { JHan } and { RKays } and { PNye }} , booktitle={{Proc. 16 th ACM SIGKDD Int'l conference on Knowledge discovery and data mining}} 16 th ACM SIGKDD Int'l conference on Knowledge discovery and data mining , year={2010} } @incollection{b38, , title={{Periodic Topic Mining from Massive Amounts of Data}} , author={{ KIshida }} , booktitle={{Proc. Int'l Conf. on Technologies and Applications of Artificial Intelligence}} Int'l Conf. on Technologies and Applications of Artificial Intelligence , year={2010} } @incollection{b39, , title={{Efficient Mining of Frequent Episodes from Complex Sequences}} , author={{ K.-YHuang } and { C.-HChang }} , journal={{Journal of Information Systems}} 33 1 , year={March 2008} } @incollection{b40, , title={{Spatiotemporal Periodical Pattern Mining in Traffic Data}} , author={{ TJindal } and { PGiridhar } and { L.-ATang } and { JLi } and { JHan }} , booktitle={{Proc. UrbComp'13}} UrbComp'13 , year={August, 2013} } @incollection{b41, , title={{Mining, indexing, and querying historical spatiotemporal data}} , author={{ NMamoulis } and { HCao } and { GKollios } and { MHadjieleftheriou } and { YTao } and { DWCheung }} , booktitle={{Proc. 10th ACM SIGKDD Int'l conference on Knowledge discovery and data mining}} 10th ACM SIGKDD Int'l conference on Knowledge discovery and data mining , year={2004} } @incollection{b42, , title={{Periodic Subgraph Mining in Dynamic Networks}} , author={{ MLahiri } and { TYBerger-Wolf }} , journal={{Journal of Knowledge and Information Systems}} 24 3 , year={Sep.,2010} } @incollection{b43, , title={{A Framework for Periodic Outlier Pattern Detection in Time Series Sequences}} , author={{ FRasheed } and { RAlhajj }} , journal={{IEEE transactions on Cybernetics}} 99 } @incollection{b44, , title={{On periodicity detection and structural periodic similarity}} , author={{ MVlachos } and { PSYu } and { VCastelli }} , booktitle={{proc. of SIAM Int'l Conference on Data Mining}} of SIAM Int'l Conference on Data Mining , year={2005} } @incollection{b45, , title={{Mining periodic behaviors of object movements for animal and biological sustainability studies}} , author={{ ZLi } and { JHan } and { BDing } and { RKays }} , journal={{Journal of Data Mining and Knowledge Discovery}} , year={2011} } @incollection{b46, , title={{Periodicity analysis of movement recursions}} , author={{ LRiotte-Lambert } and { SBenhamou } and { SChamaille-Jammes }} , journal={{Journal of Theoretical Biology}} , year={2013} } @incollection{b47, , title={{Wireless Spectrum Occupancy Prediction Based On Partial Periodic Pattern Mining}} , author={{ PHuang } and { C-JLiu } and { LiXiao } and { JChen }} , booktitle={{IEEE 20 th Int'l symposium on Modeling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS)}} , year={2012} } @incollection{b48, , title={{Mining user similarity based on routine activities}} , author={{ MLv } and { LChen } and { GChen }} , journal={{Int'l journal of Information Sciences}} 236 , year={July 2013} } @incollection{b49, , title={{Robust Periodicity Detection Algorithms}} , author={{ SParthasarathy } and { SMehta } and { SSrinivasan }} , booktitle={{Proc. 15 th ACM Int'l conference on Information and Knowledge Management}} 15 th ACM Int'l conference on Information and Knowledge Management , year={2006} } @incollection{b50, , title={{Performance Analysis of Asynchronous Periodic Pattern Mining Algorithms}} , author={{ GN V GSirisha } and { MShashi } and { GVPadma Raju }} , booktitle={{ICT and Critical Infrastructure: Proceedings of the 48 th Annual Convention of Computer Society of India-Vol II Advances in Intelligent Systems and Computing}} , year={2014} 249 }