Applied and Computational Harmonic Analysis

Applied and Computational Harmonic Analysis





Editors-in-Chief:Charles K. Chui





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Aims & Scope

Applied and Computational Harmonic Analysis (ACHA) is an interdisciplinary journal that publishes high-quality papers in all areas of mathematical sciences related to the applied and computational aspects of harmonic analysis, with special emphasis on innovative theoretical development, methods, and algorithms, for information processing, manipulation, understanding, and so forth. The objectives of the journal are to chronicle the important publications in the rapidly growing field of data representation and analysis, to stimulate research in relevant interdisciplinary areas, and to provide a common link among mathematical, physical, and life scientists, as well as engineers. Applied and computational harmonic analysis covers, in the broadest sense, topics that include but not limited to:

I Signal and Function Representations
• continuous and discrete wavelet transform
• wavelet frames
• wavelet algorithms
•local time-frequency and time-scale basis functions
• multi-scale and multi-level methods
• refinable functions

II Representation of Abstract and High-dimensional Objects
• diffusion wavelets and geometry
• harmonic analysis on graphs and trees
• sparse data representation
• compressive sampling
• compressed sensing
• matrix completion
• random matrices and projections
• data dimensionality reduction
• high-dimensional integration

III Application Areas
• data compression
• signal and image processing
• learning theory and algorithms
• computer-aided geometric design
• extra large data analysis and understanding
• data recovery and image inpainting
• data mining
• hyperspectral imaging
• novel sensors and systems


Applied mathematics, mathematical analysis, mathematical physics, and electrical engineering.

Abstracting and Indexing

Chemical and Earth Sciences, CompuMath Citation Index, Current Contents/Engineering, Computing & Technology, Current Contents/Physics, Chemical, & Earth Sciences, Research Alert, SCISEARCH, Scopus
Editors-in-Chief Charles K. Chui Stanford University, Stanford, CA, USA, Ronald R. Coifman Yale University, New Haven, CT, USA, David Donoho Stanford University, Stanford, CA, USA, Associate Editors Jean Bourgain Institute for Advanced Study (IAS), Princeton, NJ, USA, Emmanuel J. Candès Stanford University, Stanford, CA, USA, Charles Fefferman Princeton University, Princeton, NJ, USA, Stephane G. Mallat École Polytechnique, Palaiseau, France, Vladimir Rokhlin Yale University, New Haven, CT, USA, Steve Smale City University of Hong Kong, Hong Kong, Editorial Advisory Board Radu Balan University of Maryland, College Park, MD, USA, Richard Baraniuk Rice University, Houston, TX, USA, Guy Battle Texas A&M University, College Station, TX, USA, Gregory Beylkin University of Colorado Boulder, Boulder, CO, USA, Albert Cohen Université Pierre et Marie Curie, Sorbonne Universités, Paris, France, Wolfgang Dahmen RWTH Aachen University (RWTH), Aachen, Germany, Michael Elad Technion - Israel Institute of Technology, Haifa, Israel, Marie Farge Ecole Normale Supérieure de Paris, Paris, France, Patrick Flandrin École Normale Supérieure, Lyon, France, Anna C. Gilbert University of Michigan, Ann Arbor, MI, USA, Leslie F. Greengard New York University, New York, NY, USA, Karlheinz Gröchenig University of Vienna, Wien, Austria, Richard F. Gundy Rutgers University, Piscataway, NJ, USA, Bin Han University of Alberta, Edmonton, AB, Canada, Christopher Heil Georgia Institute of Technology, Atlanta, GA, USA, Stephane Jaffard Université Paris-Est, Créteil, France, Rong-Qing Jia University of Alberta, Edmonton, AB, Canada, Qingtang Jiang University of Missouri at St. Louis, St. Louis, USA, Iain M. Johnstone Stanford University, Stanford, CA, USA, Ming-Jun Lai University of Georgia, Athens, GA, USA, Pierre Gilles Lemarie-Rieusset Université d'Evry-Val-d'Essonne, Evry, France, W.R. Madych University of Connecticut, Storrs, CT, USA, Mauro Maggioni Duke University, Durham, NC, USA, Henrique Malvar Microsoft Research, Redmond, WA, USA, Charles Micchelli State University of New York (SUNY) at Albany, Albany, NY, USA, Guy Nason University of Bristol, Bristol, UK, Peter Oswald Jacobs University Bremen, Bremen, Germany, Dominique Picard Université Denis Diderot (Paris VII), Paris, France, Amos Ron University of Wisconsin at Madison, Madison, WI, USA, Naoki Saito University of California at Davis, Davis, CA, USA, Zuowei Shen National University of Singapore (NUS), Singapore, Amit Singer Princeton University, Princeton, NJ, USA, Thomas Strohmer University of California at Davis, Davis, CA, USA, Joachim Stöckler Technische Universität Dortmund, Dortmund, Germany, Jared Tanner University of Oxford, Oxford, England, UK, Bruno Torresani Université Aix-Marseille, Marseille, France, Joel A. Tropp California Institute of Technology, Pasadena, CA, USA, Guido L. Weiss Washington University in St. Louis, St. Louis, MO, USA, Mladen Victor Wickerhauser Washington University in St. Louis, St. Louis, MO, USA, Patrick Wolfe University College London (UCL), London, UK, Ding-Xuan Zhou City University of Hong Kong, Hong Kong, Publisher Laura Schmidt Elsevier BV, Amsterdam, Netherlands
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