**Papers Published**

- Escande, P; Debarnot, V; Maggioni, M; Mangeat, T; Weiss, P,
*Learning and exploiting physics of degradations*, Optics Infobase Conference Papers, vol. Part F105-MATH 2018 (January, 2018), OSA, ISBN 9781557528209 - Murphy, JM; Maggioni, M,
*Diffusion geometric methods for fusion of remotely sensed data*, Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, vol. 10644 (January, 2018), SPIE, ISBN 9781510617995 - Murphy, JM; Maggioni, M,
*Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion*, Ieee Transactions on Geoscience and Remote Sensing (January, 2018), pp. 1-17, Institute of Electrical and Electronics Engineers (IEEE) - Little, AV; Maggioni, M; Rosasco, L,
*Multiscale geometric methods for data sets I: Multiscale SVD, noise and curvature*, Applied and Computational Harmonic Analysis, vol. 43 no. 3 (November, 2017), pp. 504-567, Elsevier BV - Wang, YG; Maggioni, M; Chen, G,
*Enhanced detection of chemical plumes in hyperspectral images and movies throughimproved backgroundmodeling*, Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, vol. 2015-June (October, 2017), IEEE, ISBN 9781467390156 - Gerber, S; Maggioni, M,
*Multiscale strategies for computing optimal transport*, Journal of Machine Learning Research, vol. 18 (August, 2017), pp. 1-32 - Bongini, M; Fornasier, M; Hansen, M; Maggioni, M,
*Inferring interaction rules from observations of evolutive systems I: The variational approach*, Mathematical Models and Methods in Applied Sciences, vol. 27 no. 5 (May, 2017), pp. 909-951, World Scientific Pub Co Pte Lt - Tomita, TM; Maggioni, M; Vogelstein, JT,
*ROFLMAO: Robust oblique forests with linear MAtrix operations*, Proceedings of the 17th Siam International Conference on Data Mining, Sdm 2017 (January, 2017), pp. 498-506, ISBN 9781611974874 - Crosskey, M; Maggioni, M,
*ATLAS: A geometric approach to learning high-dimensional stochastic systems near manifolds*, Multiscale Modeling & Simulation, vol. 15 no. 1 (January, 2017), pp. 110-156, Society for Industrial & Applied Mathematics (SIAM) - Liao, W; Maggioni, M; Vigogna, S,
*Learning adaptive multiscale approximations to data and functions near low-dimensional sets*, 2016 Ieee Information Theory Workshop, Itw 2016 (October, 2016), pp. 226-230, IEEE, ISBN 9781509010905 - Goetzmann, WN; Jones, PW; Maggioni, M; Walden, J,
*Beauty is in the bid of the beholder: An empirical basis for style*, Research in Economics, vol. 70 no. 3 (September, 2016), pp. 388-402, Elsevier BV - Maggioni, M,
*Geometry of data and biology*, Notices of the American Mathematical Society, vol. 62 no. 10 (January, 2015), pp. 1185-1188, American Mathematical Society (AMS), ISSN 0002-9920 - Maggioni, M; Minsker, S; Strawn, N,
*Geometric multi-resolution analysis for dictionary learning*, Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, vol. 9597 (January, 2015), SPIE, ISSN 0277-786X, ISBN 9781628417630 - M. Maggioni, S. Minsker, N. Strawn,
*Multiscale Dictionary and Manifold Learning: Non-Asymptotic Bounds for the Geometric Multi-Resolution Analysis*, in Proc. iTWIST’14: international - Traveling Workshop on Interactions between Sparse models and Technology (August, 2014) - Altemose, N; Miga, KH; Maggioni, M; Willard, HF,
*Genomic characterization of large heterochromatic gaps in the human genome assembly.*, Plos Computational Biology, vol. 10 no. 5 (May, 2014), pp. e1003628, ISSN 1553-734X - Gerber, S; Maggioni, M,
*Multiscale dictionaries, transforms, and learning in high-dimensions*, Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, vol. 8858 (December, 2013), SPIE, ISSN 0277-786X, ISBN 9780819497086 - M. Maggioni,
*Geometric Estimation of Probability Measures in High-Dimensions*, Proc. IEEE Asilomar Conference (November, 2013) - Coppola, A; Wenner, BR; Ilkayeva, O; Stevens, RD; Maggioni, M; Slotkin, TA; Levin, ED; Newgard, CB,
*Branched-chain amino acids alter neurobehavioral function in rats.*, American journal of physiology. Endocrinology and metabolism, vol. 304 no. 4 (February, 2013), pp. E405-E413 - Maggioni, M,
*Geometric estimation of probability measures in high-dimensions*, Conference Record Asilomar Conference on Signals, Systems and Computers (January, 2013), pp. 1363-1367, IEEE, ISSN 1058-6393 - Krishnamurthy, K; Mrozack, A; Maggioni, M; Brady, D,
*Multiscale, dictionary-based speckle denoising*, in Proc. Computational Optical Sensing and Imaging, Optics Infobase Conference Papers (January, 2013), ISBN 978-1-55752-975-6 - Chen, G; Little, AV; Maggioni, M,
*Multi-resolution geometric analysis for data in high dimensions*, in Applied and Numerical Harmonic Analysis, vol. 1 (January, 2013), pp. 259-285, Birkhäuser Boston, ISBN 9780817683757 - Bouvrie, J; Maggioni, M,
*Efficient solution of Markov decision problems with multiscale representations*, 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012 (December, 2012), pp. 474-481, IEEE - Bouvrie, J; Maggioni, M,
*Geometric multiscale reduction for autonomous and controlled nonlinear systems*, in Proc. IEEE Conference on Decision and Control (CDC), Proceedings of the Ieee Conference on Decision and Control (December, 2012), pp. 4320-4327, IEEE, ISBN 9781467320658 - Chen, G; Iwen, M; Chin, S; Maggioni, M,
*A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements*, 2012 Ieee Visual Communications and Image Processing, Vcip 2012 (December, 2012), pp. 1-6, IEEE, ISBN 9781467344050 - Allard, WK; Chen, G; Maggioni, M,
*Multi-scale geometric methods for data sets II: Geometric Multi-Resolution Analysis*, Applied and Computational Harmonic Analysis, vol. 32 no. 3 (May, 2012), pp. 435-462, Elsevier BV, ISSN 1063-5203 - Iwen, MA; Maggioni, M,
*Approximation of Points on Low-Dimensional Manifolds Via Random Linear Projections*, vol. 2 (February, 2013) - Maggioni, M,
*What is...data mining?*, A.M.S. Notices (April, 2012) - Chen, G; Maggioni, M,
*Multiscale geometric and spectral analysis of plane arrangements*, Cvpr 2011 (June, 2011), pp. 2825-2832, IEEE, ISSN 1063-6919 - Zheng, W; Rohrdanz, MA; Maggioni, M; Clementi, C,
*Polymer reversal rate calculated via locally scaled diffusion map.*, The Journal of Chemical Physics, vol. 134 no. 14 (2011), pp. 144109 - G. Chen, A.V. Little, M. Maggioni, L. Rosasco,
*Some recent advances in multiscale geometric analysis of point clouds*, in Wavelets and Multiscale Analysis: Theory and Applications (March, 2011), Springer - Rohrdanz, MA; Zheng, W; Maggioni, M; Clementi, C,
*Determination of reaction coordinates via locally scaled diffusion map.*, The Journal of Chemical Physics, vol. 134 no. 12 (2011), pp. 124116 - Chen, G; Little, AV; Maggioni, M; Rosasco, L,
*Some recent advances in multiscale geometric analysis of point clouds*, in Applied and Numerical Harmonic Analysis (January, 2011), pp. 199-225, Birkhäuser Boston, ISBN 9780817680947 - G. Chen, M. Maggioni,
*Multiscale Analysis of Plane Arrangements*, in Proc. C.V.P.R. (2011) - G. Chen, M. Maggioni,
*Multiscale Geometric Dictionaries for point-cloud data*, Proc. SampTA 2011 (2011) - Allard, WK; Chen, G; Maggioni, M,
*Multiscale Geometric Methods for Data Sets II: Geometric Wavelets*, CoRR, vol. abs/1105.4924 no. 3 (2012) - Monson, EE; Chen, G; Brady, R; Maggioni, M,
*Data representation and exploration with Geometric Wavelets*, 2010 Ieee Symposium on Visual Analytics Science and Technology (October, 2010), pp. 243-244, IEEE - Willinger, W; Rejaie, R; Torkjazi, M; Valafar, M; Maggioni, M,
*Research on online social networks: Time to face the real challenges*, Acm Sigmetrics Performance Evaluation Review, vol. 37 no. 3 (August, 2010), pp. 49-54, Association for Computing Machinery (ACM), ISSN 0163-5999 - Wu, Q; Guinney, J; Maggioni, M; Mukherjee, S,
*Learning gradients: Predictive models that infer geometry and statistical dependence*, Journal of Machine Learning Research, vol. 11 (August, 2010), pp. 2175-2198, ISSN 1532-4435 - Chen, G; Maggioni, M,
*Multiscale geometric wavelets for the analysis of point clouds*, 2010 44th Annual Conference on Information Sciences and Systems, Ciss 2010 (February, 2010), IEEE - Jones, PW; Maggioni, M; Schul, R,
*Universal local parametrizations via heat kernels and eigenfunctions of the Laplacian*, Annales Academiae Scientiarum Fennicae Mathematica, vol. 35 no. 1 (January, 2010), pp. 131-174, Finnish Academy of Science and Letters, ISSN 1239-629X - Eric E Monson, Rachael Brady, Guangliang Chen, Mauro Maggioni,
*Exploration & Representation of Data with Geometric Wavelets*, Poster and short paper at Visweek 2010 (2010) - J. Lee, M. Maggioni,
*Multiscale Analysis of Time Series of Graphs*, Proc. SampTA 2011 (2010) - A.V. Little, M. Maggioni, L. Rosasco,
*Multiscale Geometric Methods for estimating intrinsic dimension*, Proc. SampTA 2011 (2010) - Guinney, J; Febbo, P; Maggioni, M; Mukherjee, S,
*Multiscale factor models for molecular networks*, JSM Proc. (2010), pp. 4887-4901, American Statistical Association, Alexandria, VA - Little, AV; Lee, J; Jung, YM; Maggioni, M,
*Estimation of intrinsic dimensionality of samples from noisy low-dimensional manifolds in high dimensions with multiscale SVD*, Ieee Workshop on Statistical Signal Processing Proceedings (December, 2009), pp. 85-88, IEEE - Little, AV; Jung, YM; Maggioni, M,
*Multiscale estimation of intrinsic dimensionality of data sets*, Aaai Fall Symposium Technical Report, vol. FS-09-04 (December, 2009), pp. 26-33 - Mahoney, MW; Maggioni, M; Drineas, P,
*Tensor-CUR decompositions for tensor-based data*, Siam Journal on Matrix Analysis and Applications, vol. 30 no. 3 (December, 2008), pp. 957-987, Society for Industrial & Applied Mathematics (SIAM), ISSN 0895-4798 - Coifman, RR; Lafon, S; Kevrekidis, IG; Maggioni, M; Nadler, B,
*Diffusion maps, reduction coordinates, and low dimensional representation of stochastic systems*, Multiscale Modeling & Simulation, vol. 7 no. 2 (2008), pp. 842-864, Society for Industrial & Applied Mathematics (SIAM), ISSN 1540-3459 - Szlam, AD; Maggioni, M; Coifman, RR,
*Regularization on graphs with function-adapted diffusion processes*, Journal of Machine Learning Research, vol. 9 (August, 2008), pp. 1711-1739, ISSN 1532-4435 - Szlam, AD; Coifman, RR; Maggioni, M,
*A general framework for adaptive regularization based on diffusion processes*, Journ. Mach. Learn. Res. no. 9 (August, 2008), pp. 1711-1739 - Maggioni, M; Mhaskar, HN,
*Diffusion polynomial frames on metric measure spaces*, Applied and Computational Harmonic Analysis, vol. 24 no. 3 (May, 2008), pp. 329-353, Elsevier BV, ISSN 1063-5203 - Jones, PW; Maggioni, M; Schul, R,
*Manifold parametrizations by eigenfunctions of the Laplacian and heat kernels.*, Proceedings of the National Academy of Sciences of the United States of America, vol. 105 no. 6 (2008), pp. 1803-1808 - Mahadevan, S; Maggioni, M,
*Proto-value functions: A Laplacian framework for learning representation and control in Markov decision processes*, Journal of Machine Learning Research, vol. 8 (October, 2007), pp. 2169-2231, ISSN 1532-4435 - Mahadevan, S; Maggioni, M,
*Proto-value Functions: A Laplacian Framework for Learning Representation and Control*, Journ. Mach. Learn. Res. no. 8 (September, 2007) - Prichep, LS; Causevic, E; Coifman, RR; Isenhart, R; Jacquin, A; John, ER; Maggioni, M; Warner, FJ,
*QEEG-based classification with wavelet packet and microstate features for triage applications in the ER*, 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol. 3 (December, 2006), pp. III1136-III1139, ISSN 1520-6149 - Maggioni, M; Mahadevan, S,
*Fast direct policy evaluation using multiscale analysis of markov diffusion processes*, in University of Massachusetts, Department of Computer Science Technical Report TR-2005-39; accepted at ICML 2006, Acm International Conference Proceeding Series, vol. 148 (December, 2006), pp. 601-608, ACM Press - Mahadevan, S; Maggioni, M; Ferguson, K; Osentoski, S,
*Learning representation and control in continuous Markov decision processes*, Proceedings of the National Conference on Artificial Intelligence, vol. 2 (November, 2006), pp. 1194-1199 - Mahoney, MW; Maggioni, M; Drineas, P,
*Tensor-CUR decompositions for tensor-based data*, in Proc 12-th Annual SIGKDD, Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, vol. 2006 (October, 2006), pp. 327-336 - Maggioni, M; Mahadevan, S,
*Fast direct policy evaluation using multiscale analysis of Markov diffusion processes*, Icml 2006 Proceedings of the 23rd International Conference on Machine Learning, vol. 2006 (October, 2006), pp. 601-608 - Coifman, RR; Lafon, S; Maggioni, M; Keller, Y; Szlam, AD; Warner, FJ; Zucker, SW,
*Geometries of sensor outputs, inference and information processing*, in Proc. SPIE, edited by Intelligent Integrated Microsystems; Ravindra A. Athale, John C. Zolper; Eds., Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, vol. 6232 (September, 2006), pp. 623209, SPIE, ISSN 0277-786X - Bremer, JC; Coifman, RR; Maggioni, M; Szlam, AD,
*Diffusion wavelet packets*, Applied and Computational Harmonic Analysis, vol. 21 no. 1 (July, 2006), pp. 95-112, Elsevier BV, ISSN 1063-5203 - Coifman, RR; Maggioni, M,
*Diffusion wavelets*, Applied and Computational Harmonic Analysis, vol. 21 no. 1 (July, 2006), pp. 53-94, Elsevier BV, ISSN 1063-5203 - Maggioni, M; Davis, GL; Warner, FJ; Geshwind, FB; Coppi, AC; DeVerse, RA; Coifman, RR,
*Hyperspectral microscopic analysis of normal, benign and carcinoma microarray tissue sections*, edited by Robert R. Alfano and Alvin Katz, Progress in Biomedical Optics and Imaging Proceedings of Spie, vol. 6091 no. 1 (May, 2006), pp. 60910I, SPIE, ISSN 1605-7422 - Sridhar Mahadevan and Kimberly Ferguson and Sarah Osentoski and Mauro Maggioni,
*Simultaneous Learning of Representation and Control In Continuous Domains*, in submitted, Proc. AAAI 2006 (2006) - Arthur D Szlam and Yoel Shkolnisky and James C Bremer and Mauro Maggioni,
*Image Denoising Via Graph Diffusions*, in preparation (2006) - Sridhar Mahadevan and Mauro Maggioni,
*Proto-value Functions: A Spectral Framework for Solving Markov Decision Processes*, submitted (2006) - Peter W Jones and Mauro Maggioni and Raanan Schul,
*Universal parametrizations via Eigenfunctions of the Laplacian*(2006) - Szlam, AD; Maggioni, M; Coifman, RR; Bremer, JC,
*Diffusion-driven multiscale analysis on manifolds and graphs: Top-down and bottom-up constructions*, edited by Manos Papadakis and Andrew F. Laine and Michael A. Unser, Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, vol. 5914 no. 1 (December, 2005), pp. 1-11, SPIE, ISSN 0277-786X - Maggioni, M; Bremer, JC; Coifman, RR; Szlam, AD,
*Biorthogonal diffusion wavelets for multiscale representations on manifolds and graphs*, edited by Manos Papadakis and Andrew F. Laine and Michael A. Unser, Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, vol. 5914 no. 1 (December, 2005), pp. 1-13, SPIE, ISSN 0277-786X - Mahadevan, S; Maggioni, M,
*Value function approximation with diffusion wavelets and Laplacian eigenfunctions*, in University of Massachusetts, Department of Computer Science Technical Report TR-2005-38; Proc. NIPS 2005, Advances in Neural Information Processing Systems (December, 2005), pp. 843-850, ISSN 1049-5258 - Coifman, RR; Maggioni, M; Zucker, SW; Kevrekidis, IG,
*Geometric diffusions for the analysis of data from sensor networks.*, Current Opinion in Neurobiology, vol. 15 no. 5 (October, 2005), pp. 576-584, ISSN 0959-4388 - Coifman, RR; Lafon, S; Lee, AB; Maggioni, M; Nadler, B; Warner, F; Zucker, SW,
*Geometric diffusions as a tool for harmonic analysis and structure definition of data: diffusion maps.*, Proceedings of the National Academy of Sciences of the United States of America, vol. 102 no. 21 (May, 2005), pp. 7426-7431, ISSN 0027-8424 - Coifman, RR; Lafon, S; Lee, AB; Maggioni, M; Nadler, B; Warner, F; Zucker, SW,
*Geometric diffusions as a tool for harmonic analysis and structure definition of data: multiscale methods.*, Proceedings of the National Academy of Sciences of the United States of America, vol. 102 no. 21 (May, 2005), pp. 7432-7437, ISSN 0027-8424 - E Causevic and R~R Coifman and R Isenhart and A Jacquin and E~R John and M Maggioni and L~S Prichep and F~J Warner,
*QEEG-based classification with wavelet packets and microstate features for triage applications in the ER*(2005) - Cassidy, RJ; Berger, J; Lee, K; Maggioni, M; Coifman, RR,
*Analysis of hyperspectral colon tissue images using vocal synthesis models*, Conference Record Asilomar Conference on Signals, Systems and Computers, vol. 2 (December, 2004), pp. 1611-1615, ISSN 1058-6393 - Maggioni, M,
*Wavelet frames on groups and hypergroups via discretization of calderón formulas*, Monatshefte F�R Mathematik, vol. 143 no. 4 (December, 2004), pp. 299-331, Springer Nature - Ferrari, S; Maggioni, M; Borghese, NA,
*Multiscale approximation with hierarchical radial basis functions networks.*, Ieee Transactions on Neural Networks, vol. 15 no. 1 (January, 2004), pp. 178-188, ISSN 1045-9227 - Mauro Maggioni and Frederick J Warner and Gustave L Davis and Ronald R Coifman and Frank B Geshwind and Andreas C Coppi and Richard A DeVerse,
*Algorithms from Signal and Data Processing Applied to Hyperspectral Analysis: Application to Discriminating Normal and Malignant Microarray Colon Tissue Sections*, submitted (2004) - RJ Cassidy and J Berger and Mauro Maggioni and RR Coifman,
*Auditory display of hyperspectral colon tissue images using vocal synthesis models*, Proc. 2004 Intern. Con. Auditory Display (2004) - Davis, GL; Maggioni, M; Coifman, RR; Levinson, R; Rimm, D,
*Spatial-Spectral Analysis of Colon Carcinoma*, Mod. Path. (2004) - Davis, GL; Maggioni, M; Warner, FJ; Geshwind, FB; Coppi, AC; DeVerse, RA; Coifman, RR,
*Spectral Analysis of normal and Malignant Microarray Tissue Sections using a novel micro-optoelectrialmechanical system*, Mod Pathol, vol. 17 no. 1:358A (2004) - Chui, CK; Czaja, W; Maggioni, M; Weiss, G,
*Characterization of general tight wavelet frames with matrix dilations and tightness preserving oversampling*, Journal of Fourier Analysis and Applications, vol. 8 no. 2 (August, 2002), pp. 173-200, Springer Nature, ISSN 1069-5869 - Katz, NH; Krop, E; Maggioni, M,
*Remarks on the box problem*, Mathematical Research Letters, vol. 9 no. 4 (January, 2002), pp. 515-519, International Press of Boston - Katz, NH; Krop, E; Maggioni, M,
*On the box problem*, Math. Research Letters, vol. 4 (2002), pp. 515-519 - Maggioni, M,
*Critical Exponent of Short Even Filters andBurt-Adelson Biorthogonal Wavelets*, Monatshefte F�R Mathematik, vol. 131 no. 1 (November, 2000), pp. 49-69, Springer Nature - Maggioni, M,
*M-Band Burt-Adelson Biorthogonal Wavelets*, Applied and Computational Harmonic Analysis, vol. 9 no. 3 (October, 2000), pp. 286-311, Elsevier BV - Mauro Maggioni, ,
*M-Band Burt-Adelson Wavelets*, Appl. Comput. Harm. Anal., vol. 3 (2000), pp. 286-311 - Mauro Maggioni, ,
*Critical Exponent of Short Even Filters and Biorthogonal Burt-Adelson Wavelets*, Monats. Math., vol. 131 no. 1 (2000), pp. 49-70

**Papers Accepted**

- Yin, R; Monson, E; Honig, E; Daubechies, I; Maggioni, M,
*Object recognition in art drawings: Transfer of a neural network*, 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol. 2016-May (May, 2016), pp. 2299-2303, IEEE, ISSN 1520-6149, ISBN 9781479999880 - Maggioni, M; Minsker, S; Strawn, N,
*Multiscale dictionary learning: Non-asymptotic bounds and robustness*, Journal of Machine Learning Research, vol. 17 (January, 2016), ISSN 1532-4435 (accepted for publication.) - M. Crosskey, M. Maggioni,
*ATLAS: A geometric approach to learning high-dimensional stochastic systems near manifolds*, SIAM Journ. Mult. Model. Simul. (2015) - A.V. Little, M. Maggioni, L. Rosasco,
*Multiscale Geometric Methods for Data Sets I: Multiscale SVD, Noise and Curvature*(2012)

**Papers Submitted**

- Wang, Y; Chen, G; Maggioni, M,
*High-Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies*, Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9 no. 9 (September, 2016), pp. 4316-4324, Institute of Electrical and Electronics Engineers (IEEE), ISSN 1939-1404 - T. Tomita, J. Vogelstein, M. Maggioni,
*Randomer Forests*(2015) - M. Crosskey, M. Maggioni,
*ATLAS: A geometric approach to learning high-dimensional stochastic systems near manifolds*(2014) - J. Bouvrie, M. Maggioni,
*Multiscale Markov Decision Problems: Compression, Solution, and Transfer Learning*(2012) - Mauro Maggioni and Ronald R Coifman,
*Multiscale Spectral Analysis on Data Sets with Diffusion Wavelets*, in submitted (2006) - Mauro Maggioni and Sridhar Mahadevan,
*Multiscale Diffusion Bases for Policy Iteration in Markov Decision Processes*, submitted (2006) - William Goetzmann and Peter W Jones and Mauro Maggioni and Johan Walden,
*Beauty is in the eye of the beholder*, submitted (2004)

**Preprints**

- Ronald Raphel Coifman and Mauro Maggioni,
*Multiscale Analysis of Document Corpora*(2006) - GL Davis and Mauro Maggioni and FJ Warner and FB Geshwind and AC Coppi and RA DeVerse and RR Coifman,
*Hyper-spectral Analysis of normal and malignant colon tissue microarray sections using a novel DMD system*(2004) (Poster, Optical Imaging NIH workshop, to app. in proc..) - Ronald R Coifman and Mauro Maggioni,
*Multiresolution Analysis associated to diffusion semigroups: construction and fast algorithms*no. YALE/DCS/TR-1289 (2004)

**Other**

- E. Liberty, S. Zucker, Y. Keller, M. Maggioni, R.R. Coifman, F. Geshwind,
*Methods for filtering data and filling in missing data using nonlinear filtering*, US Patent US2006/0214133 A1 (April, 2007) - M. Maggioni, R Coifman, AC Coppi, GL Davis, RA DeVerse, WG Fately, F. Geshwind, FJ Warner,
*System and method for hyperspectral analysis*, US Patent US2006/0074835 A1 (April, 2006) - RR Coifman, A. Coppi, F. Geshwind, SS Lafon, AB Lee, M Maggioni, FJ Warner, SW Zucker, WG Fately,
*System and method for document analysis, processing and information extraction*, U.S. Patent US2006/0004753A1 (January, 2006)