References related to Multiscale Analysis

Books and proceedings

Charles K. Chui. An Introduction to Wavelets, volume 1 of Wavelet Analysis and its Applications. 1992.
Keywords: Wavelets, Multiscale Analysis, Splines. [Abstract]
Tony Lindeberg. Scale-Space Theory in Computer Vision. .
Keywords: Multiscale Analysis.

Articles in journal or book's chapters

Pabitra Mitra, C. A. Murthy, and Sankar K. Pal. Density-Based Multiscale Data Condensation. TPAMI, 24(6):734--747, 2002.
Keywords: Classification, Clustering, Rule Generation, Multiscale Analysis. [Abstract]
Pabitra Mitra, C.A. Murthy, and Sankar K. Pal. Unsupervised Feature Selection Using Feature Similarity. TPAMI, 24(3):301--312, 2002.
Keywords: Similarity Measures, Multiscale Analysis. [Abstract]
Bhavik R. Bakshi. Multiscale Analysis and Modeling using Wavelets. Journal of Chemometrics, 13:415--434, 1999.
Keywords: Noise Handling, Wavelets, Multiscale Analysis. [Abstract]
Zheng Gonghui, Jean-Luc Starck, Jonathan Campbell, and Fionn Murtagh. Multiscale transforms for filtering financial data streams. Journal of Computational Intelligence in Finance, 7:18--35, 1999.
Keywords: Neural Networks, Wavelets, Multiscale Analysis, Sequential/Temporal Data. [Abstract]
Amir B. Geva. ScaleNet -- Multiscale Neural-Network Architecture for Time Series Prediction. TNN, 9(5):1471--1482, 1998.
Keywords: Clustering, Neural Networks, Wavelets, Multiscale Analysis, Sequential/Temporal Data, Sequential/Temporal Patterns. [Abstract]
Bhavik R. Bakshi and George Stephanopoulos. Compression of Chemical Process Data by Functional Approximation and Feature Extraction. AIChE, 42(2):477--492, 1996.
Keywords: Piecewise Linear Representations, Wavelets, Multiscale Analysis. [Abstract]
Bhavik R. Bakshi and George Stephanopoulos. Reasoning in Time: Modelling, Analysis, and Pattern Recognition of Temporal Process Trends. In Advances in Chemical Engineering, volume 22, pages 485--548. 1995.
Keywords: Wavelets, Multiscale Analysis, Artificial Intelligence. [Abstract]
Amara Graps. An Introduction to Wavelets. CSE, 2(2), 1995.
Keywords: Wavelets, Multiscale Analysis, Image Data. [Abstract]
Bhavik R. Bakshi and George Stephanopoulos. Representation of Process Trends -- Part III. Multiscale Extraction of Trends from Process Data. CCE, 18(4):267--302, 1994.
Keywords: Wavelets, Multiscale Analysis. [Abstract]
Gerardo Beni and Xiaomin Liu. A Least Biased Fuzzy Clustering Method. TPAMI, 16(9):954--960, 1994.
Keywords: Clustering, Cluster Validity Measures, Fuzzy Clustering, Multiscale Analysis. [Abstract]
Tony Lindeberg. Detecting Salient Blob-Like Image Structures and Their Scales with a Scale-Space Primal Sketch: A Method for Focus-of-Attention. IJCV, 11(3):283--318, 1993.
Keywords: Classification, Multiscale Analysis, Image Data. [Abstract]
Tony Lindeberg. Effective Scale: A Natural Unit for Measuring Scale-Space Lifetime. TPAMI, 15(10):1068--1074, 1993.
Keywords: Noise Handling, Multiscale Analysis. [Abstract]
Tony Lindeberg and Jan-Olof Eklundh. Scale-space primal sketch: Construction and Experiments. IVC, 10(1):3--18, 1992.
Keywords: Multiscale Analysis, Image Data. [Abstract]
Stephane G. Mallat and Sifen Zhong. Characterization of Signals from Multiscale Edges. TPAMI, 14(7):710--732, 1992.
Keywords: Wavelets, Multiscale Analysis, Image Data. [Abstract]
Mark J. Shensa. The Discrete Wavelet Transform: Wedding the À Trous and Mallat Algorithms. TSP, 40(10):2464--2484, 1992.
Keywords: Wavelets, Multiscale Analysis. [Abstract]
Stephane G. Mallat. Zero-Crossings of a Wavelet Transform. TIT, 37(4):1019--1033, 1991.
Keywords: Wavelets, Multiscale Analysis. [Abstract]
M. Holschneider, R. Kronland-Martinet, J. Morlet, and P. Tchamitchian. Wavelets, Time-Frequency Methods and Phase Space, pages 289--297. Berlin, 1989.
Keywords: Wavelets, Multiscale Analysis.
Haruo Asada and Michael Brady. The Curvature Primal Sketch. TPAMI, 8(1):2--14, 1986.
Keywords: Multiscale Analysis, Image Data. [Abstract]
Jean Babaud, Andrew P. Witkin, Michel Baudin, and Richard O. Duda. Uniqueness of the Gaussian Kernel for Scale-Space Filtering. TPAMI, 8(1):26--33, 1986.
Keywords: Multiscale Analysis, Sequential/Temporal Data, Image Data. [Abstract]
P. Goupillaud, A. Grossman, and J. Morlet. Cycle-Octave and Related Transforms in Seismic Signal Analysis. Geoexploration, 23:85--102, 1984.
Keywords: Wavelets, Multiscale Analysis. [Abstract]

Conference's articles

Frank Höppner. Handling Feature Ambiguity in Knowledge Discovery from Time Series. In Proc. of 5th Int. Conf. on Discovery Science, number 2534 of LNCS, Lübeck, Germany, pages 398--405, 2002.
Keywords: Piecewise Linear Representations, Multiscale Analysis, Sequential/Temporal Data. [Abstract]
Frank Höppner. Time Series Abstraction Methods -- A Survey. In Proceedings GI Jahrestagung Informatik, Workshop on Knowl. Discovery in Databases, LNI, Dortmund, Germany, pages 777-786, 2002.
Keywords: Noise Handling, Multiscale Analysis, Sequential/Temporal Data, Surveys. [Abstract]
Ykä Huhtala, Juha Kärkkäinen, and Hannu Toivonen. Mining for similarities in aligned time series using wavelets. In Data Mining and Knowledge Discovery: Theory, Tools, and Technology, volume 3695 of SPIE Proc., Orlando, Florida, pages 150--160, 1999.
Keywords: Clustering, Similarity Measures, Wavelets, Multiscale Analysis, Sequential/Temporal Data. [Abstract]
Sarah Boyd. Detecting and Describing Patterns in Time-Varying Data Using Wavelets. In IDA97, LNCS 1280, pages 585--596, 1997.
Keywords: Wavelets, Multiscale Analysis. [Abstract]

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last update: Tue Dec 7 08:49:56 CET 2004