Publications

@article{8481477,

title = {Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion},

author = {James M Murphy and Mauro Maggioni},

doi = {10.1109/TGRS.2018.2869723},

issn = {1558-0644},

year  = {2019},

date = {2019-03-01},

urldate = {2019-03-01},

journal = {IEEE Transactions on Geoscience and Remote Sensing},

volume = {57},

number = {3},

pages = {1829-1845},

keywords = {Active Learning, Clustering, diffusion geometry, hyperspectral imaging, imaging},

pubstate = {published},

tppubtype = {article}

}

@article{WCM:HSIandMovies,

title = {High Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies},

author = {Yang Wang and Guangliang Chen and Mauro Maggioni},

url = {https://arxiv.org/abs/1509.07497

},

doi = {10.1109/JSTARS.2016.2539968},

year  = {2016},

date = {2016-05-16},

urldate = {2016-05-16},

journal = {IEEE Journal of selected topics in applied Earth observations and remote sensing},

volume = {9},

number = {9},

pages = {4316--4324},

keywords = {Active Learning, Clustering, diffusion geometry, hyperspectral imaging, imaging},

pubstate = {published},

tppubtype = {article}

}

@article{ModPath:2003,

title = {Spatial-Spectral Analysis of Colon Carcinoma},

author = {Gus L Davis and Mauro Maggioni and Ronald R Coifman and R Levinson and D Rimm},

year  = {2004},

date = {2004-01-01},

journal = {Mod. Path.},

note = {In print},

keywords = {hyperspectral imaging, imaging, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{ModPath:2004,

title = {Spectral Analysis of normal and Malignant Microarray Tissue Sections using a novel micro-optoelectrialmechanical system},

author = {Gus L Davis and Mauro Maggioni and F J Warner and Frank B Geshwind and Andreas C Coppi and R A DeVerse and Ronald R Coifman},

year  = {2004},

date = {2004-01-01},

journal = {Mod Pathol},

volume = {17},

number = {1:358A},

keywords = {hyperspectral imaging, imaging, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{MMIEEEPath,

title = {Algorithms from Signal and Data Processing Applied to Hyperspectral Analysis: Application to Discriminating Normal and Malignant Microarray Colon Tissue Sections},

author = {Mauro Maggioni and F J Warner and Gus L Davis and Ronald R Coifman and Frank B Geshwind and Andreas C Coppi and R A DeVerse},

year  = {2004},

date = {2004-01-01},

urldate = {2004-01-01},

journal = {submitted},

keywords = {Clustering, diffusion geometry, hyperspectral imaging, imaging, Machine learning, Unsupervised Learning},

pubstate = {published},

tppubtype = {article}

}

@article{AuditoryDisplay,

title = {Auditory display of hyperspectral colon tissue images using vocal synthesis models},

author = {Ryan J Cassidy and Jim Berger and Mauro Maggioni and Ronald R Coifman},

year  = {2004},

date = {2004-01-01},

urldate = {2004-01-01},

journal = {Proc. 2004 Intern. Con. Auditory Display},

keywords = {Clustering, diffusion geometry, hyperspectral imaging, imaging, Machine learning},

pubstate = {published},

tppubtype = {article}

}