Discrete Wavelet transform-based time series analysis and mining

Data mining: concepts and techniques

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Data Mining

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Singularity detection and processing with wavelets

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Wavelet Methods for Time SeriesAnalysis

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Musical genre classification of audio signals

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Wavelet methods for time series analysis

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Fast subsequence matching in time-series databases

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Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases

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Self-nonself discrimination in a computer

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Texture analysis and classification with tree-structured wavelet transform

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Data Mining Approaches for Intrusion Detection

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Interestingness measures for data mining

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Efficient time series matching by wavelets

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Clustering data streams: theory and practice

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Texture classification by wavelet packet signatures

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WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases

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Fast multiresolution image querying

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SEGMENTING TIME SERIES: A SURVEY AND NOVEL APPROACH

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A multifractal wavelet model with application to network traffic

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Towards parameter-free data mining

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Proceedings of the 53rd Hawaii International Conference on System Sciences

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Event detection from time series data

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Proceedings of the 26th International Conference on Data Engineering, ICDE 2010

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On the need for time series data mining benchmarks

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Efficiently supporting ad hoc queries in large datasets of time sequences

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Finding surprising patterns in a time series database in linear time and space

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Locally adaptive dimensionality reduction for indexing large time series databases

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Temporal sequence learning and data reduction for anomaly detection

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A Linear Method for Deviation Detection in Large Databases

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Content-based image indexing and searching using Daubechies' wavelets

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Proceedings of the 19th International Conference on Extending Database Technology, EDBT

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Clearing the way for physicians' use of clinical information systems

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Proceedings of IEEE Symposium on Research in Security and Privacy

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Automatic Musical Genre Classification Of Audio Signals.

Tzanetakis, G. (2001) · doi:10.5281/zenodo.1415057 · Cited by 301 · see citing works

Pattern Extraction for Time Series Classification

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WaveCluster: a wavelet-based clustering approach for spatial data in very large databases

Sheikholeslami, G., Chatterjee, S., & Zhang, A. (2000) · The VLDB Journal · doi:10.1007/s007780050009 · Cited by 296 · see citing works

Jump and Sharp Cusp Detection by Wavelets

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Similarity search over time-series data using wavelets

Popivanov, I., & Miller, R. J. (2003) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2002.994711 · Cited by 282 · see citing works

A comparison of DFT and DWT based similarity search in time-series databases

Wu, Y.-L., Agrawal, D., & Abbadi, A. E. (2000) · ACM International Conference on Information and Knowledge Management (CIKM) · doi:10.1145/354756.354857 · Cited by 254 · see citing works

Proceedings of the 10th IEEE International Conference on Data Mining (ICDM)

Webb, G. I., Liu, B., Zhang, C., Gunopulos, D., & Wu, X. (2010) · Cited by 247 · see citing works

A survey on wavelet applications in data mining

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Online novelty detection on temporal sequences

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Ripples in Mathematics

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A bibliography of temporal, spatial and spatio-temporal data mining research

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Iterative Incremental Clustering of Time Series

Lin, J., Vlachos, M., Keogh, E., & Gunopulos, D. (2004) · Lecture notes in computer science · doi:10.1007/978-3-540-24741-8_8 · Cited by 194 · see citing works

Feature subset selection and feature ranking for multivariate time series

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Epileptic seizure detection using dynamic wavelet network

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Mining the stock market (extended abstract)

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WALRUS

Natsev, A., Rastogi, R. R., & Shim, K. (1999) · ACM SIGMOD Record · doi:10.1145/304181.304217 · Cited by 178 · see citing works

Similarity search for multidimensional data sequences

Lee, S., Chun, S.-J., Kim, D., et al. (2002) · Proceedings - International Conference on Data Engineering · doi:10.1109/icde.2000.839473 · Cited by 155 · see citing works

Wavelet-Based Combined Signal Filtering and Prediction

Renaud, O., Starck, J., & Murtagh, F. D. (2005) · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · doi:10.1109/tsmcb.2005.850182 · Cited by 155 · see citing works

Wavelet‐Clustering‐Neural Network Model for Freeway Incident Detection

Ghosh‐Dastidar, S., & Adeli, H. (2003) · Computer-Aided Civil and Infrastructure Engineering · doi:10.1111/1467-8667.t01-1-00311 · Cited by 147 · see citing works

Time series models for internet traffic

Basu, S., Mukherjee, A., & Klivansky, S. M. (1996) · IEEE Conference on Computer Communications (INFOCOM) · doi:10.1109/infcom.1996.493355 · Cited by 138 · see citing works

The Haar Wavelet Transform in the Time Series Similarity Paradigm

Struzik, Z. R., & Siebes, A. P. J. M. (1999) · Lecture notes in computer science · doi:10.1007/978-3-540-48247-5_2 · Cited by 133 · see citing works

Wavelet-based image indexing techniques with partial sketch retrieval capability

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On neuro-wavelet modeling

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A non-instrusive, wavelet-based approach to detecting network performance problems

Polly Huang, B., Feldmann, A., & Willinger, W. (2001) · ACM SIGCOMM Internet Measurement Workshop (IMW) · doi:10.1145/505202.505229 · Cited by 124 · see citing works

Classification of audio signals using statistical features on time and wavelet transform domains

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Real-time tool condition monitoring using wavelet transforms and fuzzy techniques

Wang, J., Tso, S. K., & Li, X. (2000) · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · doi:10.1109/5326.885116 · Cited by 122 · see citing works

TSA-tree: a wavelet-based approach to improve the efficiency of multi-level surprise and trend queries on time-series data

Shahabi, C., Tian, X., & Zhao, W. (2002) · doi:10.1109/ssdm.2000.869778 · Cited by 118 · see citing works

Pattern discovery from stock time series using self-organizing maps

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Clustering of gene expression data using a local shape-based similarity measure

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Discrete wavelet transform for tool breakage monitoring

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Assumption-free anomaly detection in time series

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Modeling heterogeneous network traffic in wavelet domain

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Windsurf: region-based image retrieval using wavelets

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Prediction Based on a Multiscale Decomposition

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Rapid Prediction of Need for Hospitalization in Acute Asthma

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Application of wavelets and neural networks to diagnostic system development, 1, feature extraction

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Tool wear detection with fuzzy classification and wavelet fuzzy neural network

Yao, Y., Xiaoli Li, A., & Yuan, Z. (1999) · International Journal of Machine Tools and Manufacture · doi:10.1016/s0890-6955(99)00018-8 · Cited by 86 · see citing works

System for screening objectionable images using Daubechies' wavelets and color histograms

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Fast Wavelet Histogram Techniques for Image Indexing

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MALM

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WALRUS

Natsev, A., Rastogi, R. R., & Shim, K. (1999) · Proceedings - ACM-SIGMOD International Conference on Management of Data · doi:10.1145/304182.304217 · Cited by 77 · see citing works

Proceedings 13th International Workshop on Database and Expert Systems Applications. DEXA 2002

(2002) · Proceedings - International Workshop on Database and Expert Systems Applications/Proceedings · doi:10.1109/dexa.2002.1045867 · Cited by 77 · see citing works

Symbolic time series analysis for anomaly detection: A comparative evaluation

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Finding Time Series Discords Based on Haar Transform

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Wavelet image extension for analysis and classification of infarcted myocardial tissue

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Detection of Significant Sets of Episodes in Event Sequences

Atallah, M. J., Gwadera, R., & Szpankowski, W. (2005) · Proceedings · doi:10.1109/icdm.2004.10090 · Cited by 66 · see citing works

A Bayesian Multiple Models Combination Method for Time Series Prediction

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High Performance Discovery in Time Series

Shasha, D. E., & Zhu, Y. (2004) · Texts and monographs in computer science · doi:10.1007/978-1-4757-4046-2 · Cited by 61 · see citing works

Time series prediction: Forecasting the future and understanding the past

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Content-based indexing and retrieval of audio data using wavelets

Li, G., & Khokhar, A. (2002) · IEEE International Conference on Multimedia and Expo (ICME) · doi:10.1109/icme.2000.871501 · Cited by 58 · see citing works

The long-term memory prediction by multiscale decomposition

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Signal Detection in Underwater Sound Using Wavelets

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Mining for similarities in aligned time series using wavelets

Huhtala, Y., Kärkkäinen, J., & Toivonen, H. T. T. (1999) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.339977 · Cited by 44 · see citing works

Application of wavelets and neural networks to diagnostic system development, 2, an integrated framework and its application

Wang, X. Z., Chen, B. H., Yang, S., & McGreavy, C. (1999) · Computers & Chemical Engineering · doi:10.1016/s0098-1354(99)00260-4 · Cited by 43 · see citing works

A Multi-Resolution Content-Based Retrieval Approach for Geographic Images

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Introduction to Signal Processing

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Measuring time series similarity through large singular features revealed with wavelet transformation

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Proceedings 11th International Workshop on Database and Expert Systems Applications

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Wavelet based denoising integrated into multilayered perceptron

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A wavelet-based framework for proactive detection of network misconfigurations

Magnaghi, A., Hamada, T., & Katsuyama, T. (2004) · doi:10.1145/1016687.1016691 · Cited by 31 · see citing works

Data mining for early disease outbreak detection

Moore, A., & Wong, W. (2004) · Cited by 29 · see citing works

Early Prediction of the Need for Hospitalization in Children with Acute Asthma

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Wavelet-based indexing of audio data in audio/multimedia databases

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Fuzzy frequent episodes for real-time intrusion detection

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Data mining for preterm birth prediction

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High Performance Discovery In Time Series: Techniques And Case Studies (Monographs in Computer Science)

Shasha, D. E., & Zhu, Y. (2004) · Springer eBooks · Cited by 24 · see citing works

Efficient and robust feature extraction and pattern matching of time series by a lattice structure

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Multi-resolution spatio-temporal data mining for the study of air pollutant regionalization

Li, S.-T., Chou, S., & Pan, J.-J. (2005) · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · doi:10.1109/hicss.2000.926649 · Cited by 19 · see citing works

A Practical Tool for Visualizing and Data Mining Medical Time Series

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Video genre categorization using audio wavelet coefficients

Dinh, P., Dorai, C., & Venkatesh, S. (2002) · Deakin Research Online (Deakin University) · Cited by 17 · see citing works

Progressive classification in the compressed domain for large EOS satellite databases

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Multiresolution wavelet transform and supervised learning for content-based image retrieval

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CHANGE DETECTION IN CLASSIFICATION MODELS INDUCED FROM TIME SERIES DATA

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Improving Similarity Search in Time Series Using Wavelets

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Image annotation based on learning vector quantization and localized Haar wavelet transform features

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CLINICAL DECISION SUPPORT BY TIME SERIES CLASSIFICATION USING WAVELETS

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On preconditioning the data for the wavelet transform when the sample size is not a power of two

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Outlier detection and localisation with wavelet based multifractal formalism

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A cross-correlation technique in wavelet domain for detection of stochastic gravitational wavesPreprint

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