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@article{kaya2015distance,
title={A distance based time series classification framework},
author={Kaya, Huseyin and Gunduz-Oguducu, Sule},
journal={Information Systems},
volume={51},
pages={27--42},
year={2015},
publisher={Elsevier}
}

@article{baydogan2015time,
title={Time series representation and similarity based on local autopatterns},
author={Baydogan, Mustafa Gokce and Runger, George},
journal={Data Mining and Knowledge Discovery},
pages={1--34},
year={2015},
publisher={Springer}
}

@incollection{grabocka2015learning,
title={Learning Through Non-linearly Supervised Dimensionality Reduction},
author={Grabocka, Josif and Schmidt-Thieme, Lars},
booktitle={Transactions on Large-Scale Data-and Knowledge-Centered Systems XVII},
pages={74--96},
year={2015},
publisher={Springer}
}

@article{bagnalltime,
title={Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles},
author={Bagnall, Anthony and Lines, Jason and Hills, Jon and Bostrom, Aaron},
publisher={IEEE}
}

@article{bagnall2014predictive,
title={Predictive Modelling of Bone Age through Classification and Regression of Bone Shapes},
author={Bagnall, Anthony and Davis, Luke},
journal={arXiv preprint arXiv:1406.4781},
year={2014}
}

@article{bagnall2014experimental,
title={An experimental evaluation of nearest neighbour time series classification},
author={Bagnall, Anthony and Lines, Jason},
journal={arXiv preprint arXiv:1406.4757},
year={2014}
}

@article{fulcher2014highly,
title={Highly comparative feature-based time-series classification},
author={Fulcher, Ben D and Jones, Nick S},
journal={Knowledge and Data Engineering, IEEE Transactions on},
volume={26},
number={12},
pages={3026--3037},
year={2014},
publisher={IEEE}
}

@article{baydogan2014learning,
title={Learning a symbolic representation for multivariate time series classification},
author={Baydogan, Mustafa Gokce and Runger, George},
journal={Data Mining and Knowledge Discovery},
volume={29},
number={2},
pages={400--422},
year={2014},
publisher={Springer}
}

@article{kurbalija2014influence,
title={The influence of global constraints on similarity measures for time-series databases},
author={Kurbalija, Vladimir and Radovanovic, Milovs and Geler, Zoltan and Ivanovic, Mirjana},
journal={Knowledge-Based Systems},
volume={56},
pages={49--67},
year={2014},
publisher={Elsevier}
}

@article{deng2014smt,
title={SMT: Sparse multivariate tree},
author={Deng, Houtao and Baydogan, Mustafa Gokce and Runger, George},
journal={Statistical Analysis and Data Mining: The ASA Data Science Journal},
volume={7},
number={1},
pages={53--69},
year={2014},
publisher={Wiley Online Library}
}

@article{hills2014classification,
title={Classification of time series by shapelet transformation},
author={Hills, Jon and Lines, Jason and Baranauskas, Edgaras and Mapp, James and Bagnall, Anthony},
journal={Data Mining and Knowledge Discovery},
volume={28},
number={4},
pages={851--881},
year={2014},
publisher={Springer}
}

@article{gorecki2014non,
title={Non-isometric transforms in time series classification using DTW},
author={Gorecki, Tomasz and Luczak, Maciej},
journal={Knowledge-Based Systems},
volume={61},
pages={98--108},
year={2014},
publisher={Elsevier}
}

@article{lines2014time,
title={Time series classification with ensembles of elastic distance measures},
author={Lines, Jason and Bagnall, Anthony},
journal={Data Mining and Knowledge Discovery},
volume={29},
number={3},
pages={565--592},
year={2014},
publisher={Springer}
}

@article{batista2014cid,
title={CID: an efficient complexity-invariant distance for time series},
author={Batista, Gustavo EAPA and Keogh, Eamonn J and Tataw, Oben Moses and de Souza, Vinicius MA},
journal={Data Mining and Knowledge Discovery},
volume={28},
number={3},
pages={634--669},
year={2014},
publisher={Springer}
}

@article{hu2014using,
title={Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series},
author={Hu, Bing and Rakthanmanon, Thanawin and Hao, Yuan and Evans, Scott and Lonardi, Stefano and Keogh, Eamonn},
journal={Data Mining and Knowledge Discovery},
volume={29},
number={2},
pages={358--399},
year={2014},
publisher={Springer}
}

@article{deng2013time,
title={A time series forest for classification and feature extraction},
author={Deng, Houtao and Runger, George and Tuv, Eugene and Vladimir, Martyanov},
journal={Information Sciences},
volume={239},
pages={142--153},
year={2013},
publisher={Elsevier}
}

@article{baydogan2013bag,
title={A bag-of-features framework to classify time series},
author={Baydogan, Mustafa Gokce and Runger, George and Tuv, Eugene},
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
volume={35},
number={11},
pages={2796--2802},
year={2013},
publisher={IEEE}
}

@article{dent2013application,
title={The application of a data mining framework to energy usage profiling in domestic residences using UK data},
author={Dent, Ian and Aickelin, Uwe and Rodden, Tom},
journal={arXiv preprint arXiv:1307.1380},
year={2013}
}

@article{wang2013bag,
title={Bag-of-words representation for biomedical time series classification},
author={Wang, Jin and Liu, Ping and She, Mary FH and Nahavandi, Saeid and Kouzani, Abbas},
journal={Biomedical Signal Processing and Control},
volume={8},
number={6},
pages={634--644},
year={2013},
publisher={Elsevier}
}

@article{wang2013experimental,
title={Experimental comparison of representation methods and distance measures for time series data},
author={Wang, Xiaoyue and Mueen, Abdullah and Ding, Hui and Trajcevski, Goce and Scheuermann, Peter and Keogh, Eamonn},
journal={Data Mining and Knowledge Discovery},
volume={26},
number={2},
pages={275--309},
year={2013},
publisher={Springer}
}

@inproceedings{rakthanmanon2013fast,
title={Fast-shapelets: A fast algorithm for discovering robust time series shapelets},
author={Rakthanmanon, T and Keogh, E},
booktitle={Proceedings of the 13th SIAM international conference on data mining (SDM)},
year={2013}
}

@inproceedings{senin2013sax,
title={SAX-VSM: Interpretable time series classification using SAX and vector space model},
author={Senin, Pavel and Malinchik, Sergey},
booktitle={Data Mining (ICDM), 2013 IEEE 13th International Conference on},
pages={1175--1180},
year={2013},
organization={IEEE}
}

@inproceedings{silva2013time,
title={Time series classification using compression distance of recurrence plots},
author={Silva, Diego F and De Souza, Vinicius M and Batista, Gustavo E and others},
booktitle={Data Mining (ICDM), 2013 IEEE 13th International Conference on},
pages={687--696},
year={2013},
organization={IEEE}
}

@article{stefan2013move,
title={The move-split-merge metric for time series},
author={Stefan, Antoniu and Athitsos, Vassilis and Das, Goutam},
journal={Knowledge and Data Engineering, IEEE Transactions on},
volume={25},
number={6},
pages={1425--1438},
year={2013},
publisher={IEEE}
}

@inproceedings{hu2013time,
title={Time Series Classification under More Realistic Assumptions.},
author={Hu, Bing and Chen, Yanping and Keogh, Eamonn J},
booktitle={SDM},
pages={578--586},
year={2013}
}

@article{lin2012rotation,
title={Rotation-invariant similarity in time series using bag-of-patterns representation},
author={Lin, Jessica and Khade, Rohan and Li, Yuan},
journal={Journal of Intelligent Information Systems},
volume={39},
number={2},
pages={287--315},
year={2012},
publisher={Springer}
}

@inproceedings{lines2012shapelet,
title={A shapelet transform for time series classification},
author={Lines, Jason and Davis, Luke M and Hills, Jon and Bagnall, Anthony},
booktitle={Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={289--297},
year={2012},
organization={ACM}
}

@phdthesis{baydogan2012modeling,
title={Modeling Time Series Data for Supervised Learning},
author={Baydogan, Mustafa Gokce},
year={2012},
school={Arizona State University}
}

@article{jeong2012wavelet,
title={Wavelet-based data reduction techniques for process fault detection},
author={Jeong, Myong K and Lu, Jye-Chyi and Huo, Xiaoming and Vidakovic, Brani and Chen, Di},
journal={Technometrics},
year={2012},
publisher={Taylor \& Francis}
}

@article{davis2012segmentation,
title={On the segmentation and classification of hand radiographs},
author={Davis, Luke M and Theobald, Barry-John and Lines, Jason and Toms, Andoni and Bagnall, Anthony},
journal={International journal of neural systems},
volume={22},
number={05},
pages={1250020},
year={2012},
publisher={World Scientific}
}

@inproceedings{bagnall2012transformation,
title={Transformation Based Ensembles for Time Series Classification.},
author={Bagnall, Anthony and Davis, Luke M and Hills, Jon and Lines, Jason},
booktitle={SDM},
volume={12},
pages={307--318},
year={2012},
organization={SIAM}
}

@article{caiado2012tests,
title={Tests for comparing time series of unequal lengths},
author={Caiado, Jorge and Crato, Nuno and Pe{\~n}a, Daniel},
journal={Journal of Statistical Computation and Simulation},
volume={82},
number={12},
pages={1715--1725},
year={2012},
publisher={Taylor \& Francis}
}

@inproceedings{zhang2012plant,
title={Plant Species Classification Using Leaf Shape and Texture},
author={Zhang, Hang and Yanne, Paul and Liang, Shangsong},
booktitle={Industrial Control and Electronics Engineering (ICICEE), 2012 International Conference on},
pages={2025--2028},
year={2012},
organization={IEEE}
}

@article{dallachiesa2012uncertain,
title={Uncertain time-series similarity: Return to the basics},
author={Dallachiesa, Michele and Nushi, Besmira and Mirylenka, Katsiaryna and Palpanas, Themis},
journal={Proceedings of the VLDB Endowment},
volume={5},
number={11},
pages={1662--1673},
year={2012},
publisher={VLDB Endowment}
}

@inproceedings{zakaria2012clustering,
title={Clustering time series using unsupervised-shapelets},
author={Zakaria, Jamaluddin and Mueen, Abdullah and Keogh, Eamonn},
booktitle={Data Mining (ICDM), 2012 IEEE 12th International Conference on},
pages={785--794},
year={2012},
organization={IEEE}
}

@incollection{grabocka2012invariant,
title={Invariant time-series classification},
author={Grabocka, Josif and Nanopoulos, Alexandros and Schmidt-Thieme, Lars},
booktitle={Machine Learning and Knowledge Discovery in Databases},
pages={725--740},
year={2012},
publisher={Springer}
}

@inproceedings{mueen2011logical,
title={Logical-shapelets: an expressive primitive for time series classification},
author={Mueen, Abdullah and Keogh, Eamonn and Young, Neal},
booktitle={Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={1154--1162},
year={2011},
organization={ACM}
}

@article{buza2011fusion,
title={Fusion methods for time-series classification},
author={Buza, Krisztian Antal},
journal={UPDATE},
volume={2},
pages={27},
year={2011}
}

@inproceedings{xing2011extracting,
title={Extracting Interpretable Features for Early Classification on Time Series.},
author={Xing, Zhengzheng and Pei, Jian and Philip, S Yu and Wang, Ke},
booktitle={SDM},
volume={11},
pages={247--258},
year={2011},
organization={SIAM}
}

@incollection{buza2011fusion,
title={Fusion of similarity measures for time series classification},
author={Buza, Krisztian and Nanopoulos, Alexandros and Schmidt-Thieme, Lars},
booktitle={Hybrid Artificial Intelligent Systems},
pages={253--261},
year={2011},
publisher={Springer}
}

@article{han2011comparisons,
title={Comparisons of classification methods in the original and pattern spaces},
author={Han, Jeong and Kim, Norman and Jeong, Myong K and Yum, Bong-Jin},
journal={Expert Systems with Applications},
volume={38},
number={10},
pages={12432--12438},
year={2011},
publisher={Elsevier}
}

@article{jeong2011weighted,
title={Weighted dynamic time warping for time series classification},
author={Jeong, Young-Seon and Jeong, Myong K and Omitaomu, Olufemi A},
journal={Pattern Recognition},
volume={44},
number={9},
pages={2231--2240},
year={2011},
publisher={Elsevier}
}

@incollection{lines2011classification,
title={Classification of household devices by electricity usage profiles},
author={Lines, Jason and Bagnall, Anthony and Caiger-Smith, Patrick and Anderson, Simon},
booktitle={Intelligent Data Engineering and Automated Learning-IDEAL 2011},
pages={403--412},
year={2011},
publisher={Springer}
}

@inproceedings{nunthanid2011discovery,
title={Discovery of variable length time series motif},
author={Nunthanid, Pawan and Niennattrakul, Vit and Ratanamahatana, Chotirat Ann},
booktitle={Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2011 8th International Conference on},
pages={472--475},
year={2011},
organization={IEEE}
}

@incollection{buza2011insight,
title={Insight: efficient and effective instance selection for time-series classification},
author={Buza, Krisztian and Nanopoulos, Alexandros and Schmidt-Thieme, Lars},
booktitle={Advances in Knowledge Discovery and Data Mining},
pages={149--160},
year={2011},
publisher={Springer}
}

@inproceedings{radovanovic2010time,
title={Time-Series Classification in Many Intrinsic Dimensions.},
author={Radovanovic, Milos and Nanopoulos, Alexandros and Ivanovic, Mirjana},
booktitle={SDM},
pages={677--688},
year={2010},
organization={SIAM}
}

@article{thakoor2010multibody,
title={Multibody structure-and-motion segmentation by branch-and-bound model selection},
author={Thakoor, Ninad and Gao, Jean and Devarajan, Venkat},
journal={Image Processing, IEEE Transactions on},
volume={19},
number={6},
pages={1393--1402},
year={2010},
publisher={IEEE}
}

@inproceedings{ye2009time,
title={Time series shapelets: a new primitive for data mining},
author={Ye, Lexiang and Keogh, Eamonn},
booktitle={Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={947--956},
year={2009},
organization={ACM}
}

@article{liu2009uwave,
title={uWave: Accelerometer-based personalized gesture recognition and its applications},
author={Liu, Jiayang and Zhong, Lin and Wickramasuriya, Jehan and Vasudevan, Venu},
journal={Pervasive and Mobile Computing},
volume={5},
number={6},
pages={657--675},
year={2009},
publisher={Elsevier}
}

@article{marteau2009time,
title={Time warp edit distance with stiffness adjustment for time series matching},
author={Marteau, Pierre-Franccois},
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
volume={31},
number={2},
pages={306--318},
year={2009},
publisher={IEEE}
}

@article{keogh2009supporting,
title={Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures},
author={Keogh, Eamonn and Wei, Li and Xi, Xiaopeng and Vlachos, Michail and Lee, Sang-Hee and Protopapas, Pavlos},
journal={The VLDB Journal—The International Journal on Very Large Data Bases},
volume={18},
number={3},
pages={611--630},
year={2009},
publisher={Springer-Verlag New York, Inc.}
}

@article{schneider2009neisseria,
title={Neisseria meningitidis recruits factor H using protein mimicry of host carbohydrates},
author={Schneider, Muriel C and Prosser, Beverly E and Caesar, Joseph JE and Kugelberg, Elisabeth and Li, Su and Zhang, Qian and Quoraishi, Sadik and Lovett, Janet E and Deane, Janet E and Sim, Robert B and others},
journal={Nature},
volume={458},
number={7240},
pages={890--893},
year={2009},
publisher={Nature Publishing Group}
}

@article{fryzlewicz2009consistent,
title={Consistent classification of nonstationary time series using stochastic wavelet representations},
author={Fryzlewicz, Piotr and Ombao, Hernando},
journal={Journal of the American Statistical Association},
volume={104},
number={485},
year={2009}
}

@article{ding2008querying,
title={Querying and mining of time series data: experimental comparison of representations and distance measures},
author={Ding, Hui and Trajcevski, Goce and Scheuermann, Peter and Wang, Xiaoyue and Keogh, Eamonn},
journal={Proceedings of the VLDB Endowment},
volume={1},
number={2},
pages={1542--1552},
year={2008},
publisher={VLDB Endowment}
}

@book{mallat2008wavelet,
title={A wavelet tour of signal processing: the sparse way},
author={Mallat, Stephane},
year={2008},
publisher={Academic press}
}

@article{duarte2008use,
title={The use of sagittal otoliths in discriminating stocks of common dolphinfish (Coryphaena hippurus) off northeastern Brazil using multishape descriptors},
author={Duarte-Neto, Paulo and Lessa, Ros{\^a}ngela and Stosic, Borko and Morize, Eric},
journal={ICES Journal of Marine Science: Journal du Conseil},
volume={65},
number={7},
pages={1144--1152},
year={2008},
publisher={Oxford University Press}
}

@inproceedings{frentzos2007index,
title={Index-based most similar trajectory search},
author={Frentzos, Elias and Gratsias, Kostas and Theodoridis, Yannis},
booktitle={Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference on},
pages={816--825},
year={2007},
organization={IEEE}
}

@inproceedings{chen2007spade,
title={Spade: On shape-based pattern detection in streaming time series},
author={Chen, Yueguo and Nascimento, Mario and Ooi, Beng Chin and Tung, Anthony KH and others},
booktitle={Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference on},
pages={786--795},
year={2007},
organization={IEEE}
}

@article{rath2007word,
title={Word spotting for historical documents},
author={Rath, Tony M and Manmatha, Rudrapatna},
journal={International Journal of Document Analysis and Recognition (IJDAR)},
volume={9},
number={2-4},
pages={139--152},
year={2007},
publisher={Springer}
}

@inproceedings{wei2007dynamic,
title={Dynamic Mixture Models for Multiple Time-Series.},
author={Wei, Xing and Sun, Jimeng and Wang, Xuerui},
booktitle={IJCAI},
volume={7},
pages={2909--2914},
year={2007}
}

@inproceedings{rodriguez2007time,
title={Time series classification: Decision forests and SVM on interval and DTW features},
author={Rodriguez, Juan J and Kuncheva, Ludmila I},
booktitle={Proc. of the Workshop and Challenge on Time Series Classification},
year={2007}
}

@inproceedings{zhang2007semi,
title={Semi-Supervised Dimensionality Reduction.},
author={Zhang, Daoqiang and Zhou, Zhi-Hua and Chen, Songcan},
booktitle={SDM},
pages={629--634},
year={2007},
organization={SIAM}
}

@inproceedings{tapia2007real,
title={Real-time recognition of physical activities and their intensities using wireless accelerometers and a heart rate monitor},
author={Tapia, Emmanuel Munguia and Intille, Stephen S and Haskell, William and Larson, Kent and Wright, Julie and King, Abby and Friedman, Robert},
booktitle={Wearable Computers, 2007 11th IEEE International Symposium on},
pages={37--40},
year={2007},
organization={IEEE}
}

@article{muller2007dynamic,
title={Dynamic time warping},
author={Muller, Meinard},
journal={Information retrieval for music and motion},
pages={69--84},
year={2007},
publisher={Springer}
}

@article{lin2007experiencing,
title={Experiencing SAX: a novel symbolic representation of time series},
author={Lin, Jessica and Keogh, Eamonn and Wei, Li and Lonardi, Stefano},
journal={Data Mining and knowledge discovery},
volume={15},
number={2},
pages={107--144},
year={2007},
publisher={Springer}
}

@inproceedings{xi2006fast,
title={Fast time series classification using numerosity reduction},
author={Xi, Xiaopeng and Keogh, Eamonn and Shelton, Christian and Wei, Li and Ratanamahatana, Chotirat Ann},
booktitle={Proceedings of the 23rd international conference on Machine learning},
pages={1033--1040},
year={2006},
organization={ACM}
}

@inproceedings{thakoor2006occlusion,
title={Occlusion Resistant Shape Classifier based onWarped Optimal Path Matching},
author={Thakoor, Ninad and Jung, Sungyong and Wen, Quan and Gao, Jean},
booktitle={Pattern Recognition, 2006. ICPR 2006. 18th International Conference on},
volume={2},
pages={60--63},
year={2006},
organization={IEEE}
}

@inproceedings{wei2006semi,
title={Semi-supervised time series classification},
author={Wei, Li and Keogh, Eamonn},
booktitle={Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={748--753},
year={2006},
organization={ACM}
}

@article{laxman2006survey,
title={A survey of temporal data mining},
author={Laxman, Srivatsan and Sastry, P Shanti},
journal={Sadhana},
volume={31},
number={2},
pages={173--198},
year={2006},
publisher={Springer}
}

@inproceedings{moerchen2006algorithms,
title={Algorithms for time series knowledge mining},
author={Moerchen, Fabian},
booktitle={Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={668--673},
year={2006},
organization={ACM}
}

@inproceedings{keogh2006lb_keogh,
title={LB\_Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures},
author={Keogh, Eamonn and Wei, Li and Xi, Xiaopeng and Lee, Sang-Hee and Vlachos, Michail},
booktitle={Proceedings of the 32nd international conference on Very large data bases},
pages={882--893},
year={2006},
organization={VLDB Endowment}
}

@inproceedings{felipe2006new,
title={A new similarity measure for histograms applied to content-based retrieval of medical images},
author={Felipe, Joaquim C and Traina, Agma JM and Traina Jr, Caetano},
booktitle={Proceedings of the 2006 ACM symposium on Applied computing},
pages={258--259},
year={2006},
organization={ACM}
}

@article{actis2006numerical,
title={Numerical simulation of the plantar pressure distribution in the diabetic foot during the push-off stance},
author={Actis, Ricardo L and Ventura, Liliana B and Smith, Kirk E and Commean, Paul K and Lott, Donovan J and Pilgram, Thomas K and Mueller, Michael J},
journal={Medical and biological engineering and computing},
volume={44},
number={8},
pages={653--663},
year={2006},
publisher={Springer}
}

@article{keogh2006ucr,
title={The UCR time series classification/clustering homepage},
author={Keogh, Eamonn and Xi, Xiaopeng and Wei, Li and Ratanamahatana, Chotirat Ann},
journal={URL= http://www. cs. ucr. edu/\~{} eamonn/time\_series\_data},
year={2006}
}

@incollection{assfalg2006tquest,
title={Tquest: threshold query execution for large sets of time series},
author={ABfalg, Johannes and Kriegel, Hans-Peter and Kroger, Peer and Kunath, Peter and Pryakhin, Alexey and Renz, Matthias},
booktitle={Advances in Database Technology-EDBT 2006},
pages={1147--1150},
year={2006},
publisher={Springer}
}

@article{caiado2006periodogram,
title={A periodogram-based metric for time series classification},
author={Caiado, Jorge and Crato, Nuno and Pena, Daniel},
journal={Computational Statistics \& Data Analysis},
volume={50},
number={10},
pages={2668--2684},
year={2006},
publisher={Elsevier}
}

@article{caiado2006periodogram,
title={A periodogram-based metric for time series classification},
author={Caiado, Jorge and Crato, Nuno and Pena, Daniel},
journal={Computational Statistics \& Data Analysis},
volume={50},
number={10},
pages={2668--2684},
year={2006},
publisher={Elsevier}
}

@article{bekler2006avulsion, title={Avulsion fractures from the base of phalanges of the fingers}, author={Bekler, Halil and Gokce, Alper and Beyzadeoglu, Tahsin}, journal={Techniques in hand \& upper extremity surgery}, volume={10}, number={3}, pages={157--161}, year={2006}, publisher={LWW} }

@inproceedings{pham2006application,
title={Application of the bees algorithm to the training of learning vector quantisation networks for control chart pattern recognition},
author={Pham, DT and Otri, Sameh and Ghanbarzadeh, A and Koc, E},
booktitle={Information and Communication Technologies, 2006. ICTTA'06. 2nd},
volume={1},
pages={1624--1629},
year={2006},
organization={IEEE}
}

@inproceedings{malek2006novel,
title={Novel shoulder-surfing resistant haptic-based graphical password},
author={Malek, Behzad and Orozco, Mauricio and El Saddik, Abdulmotaleb},
booktitle={Proc. EuroHaptics},
volume={6},
year={2006}
}

@inproceedings{megalooikonomou2005multiresolution,
title={A multiresolution symbolic representation of time series},
author={Megalooikonomou, Vasileios and Wang, Qiang and Li, Guo and Faloutsos, Christos},
booktitle={Data Engineering, 2005. ICDE 2005. Proceedings. 21st International Conference on},
pages={668--679},
year={2005},
organization={IEEE}
}

@article{morchen2005extracting,
title={Extracting interpretable muscle activation patterns with time series knowledge mining},
author={Morchen, Fabian and Ultsch, Alfred and Hoos, Olaf},
journal={International Journal of Knowledge Based Intelligent Engineering Systems},
volume={9},
number={3},
pages={197},
year={2005},
publisher={Citeseer}
}

@incollection{geurts2005segment,
title={Segment and combine approach for non-parametric time-series classification},
author={Geurts, Pierre and Wehenkel, Louis},
booktitle={Knowledge Discovery in Databases: PKDD 2005},
pages={478--485},
year={2005},
publisher={Springer}
}

@inproceedings{chen2005using,
title={Using multi-scale histograms to answer pattern existence and shape match queries over time series data},
author={Chen, Lei and Ozsu, M Tamer and Oria, Vincent},
booktitle={Proceedings of 17th Int Conf on Scientific and Statistical Database Management. Piscataway: IEEE Press},
pages={217--226},
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