Alfred O. Hero, III, Ph.D.
Professor
of Electrical Engineering and Computer Science
Education
Boston University, Boston, Massachusetts, B.S.E.E., 1980,
Electrical Engineering
Princeton University, Princeton, New Jersey, M.S., 1982,
Electrical Engineering
Princeton University, Princeton, New Jersey, Ph.D., 1984,
Electrical Engineering
Positions and Employment
1984-1990 Assist.
Professor of Electrical Engineering and Computer Science, Univ. of Michigan,
Ann Arbor, MI.
1987, 1988, 1989 Visiting
Scientist, M.I.T. Lincoln Laboratory, Lexington, MA.
1990-1996 Associate Professor of Electrical
Engineering and Computer Science, Univ. of Michigan, Ann Arbor, MI.
1991-1992 Research Scientist, Ecole Nationale
Supérieure des Techniques Avancées (ENSTA).
1993 William
Clay Ford Fellow, Scientific Research Laboratory, Ford Motor Co.
1996-present Professor
of Electrical Engineering and Computer Science, Biomedical
Engineering, and Statistics, University of Michigan, Ann Arbor, MI
1999 Visiting Researcher, CNRS, Ecole Normale
Supérieure (ENS), Lyon, France
1999 Visiting
Researcher, Bell Laboratories, Lucent Technologies, Murray Hill, NJ
1999 Visiting Professor, Ecole Nationale Supérieure des
Télécommunications (ENST), Paris, France
2001 Visiting
Professor, University of Nice, Sophia-Antipolis, France
Other Experience and Professional
memberships
1999-2002 Chair, US National Commission C, International Union of Radio Sciences
2006-2007 President, IEEE Signal Processing Society
2009-2011 Director, Division IX IEEE
Honors
Fellow of IEEE
1995 Research Excellence Award, Dept. EECS, University of Michigan
1998 Meritorious Service Award; IEEE Signal Processing Society
1998 Best Paper Award, IEEE Signal Processing Society
2000 IEEE Third Millenium Medal IEEE Signal Processing Society
2000-2002 Distinguished Lecturer Award
2003 Research Excellence Award, College of Engineering, University of Michigan
2009 R. Jamison and Betty Williams Professor of Engineering, University of Michigan
Selected
Peer-Reviewed Publications
1)
Minimax emission
computed tomography using high-resolution anatomical side information and
B-spline models, A. O. Hero, R. Piramuthu, J. A. Fessler and S R Titus, IEEE
Trans. on Information Theory, Vol 45, No 3, 920-938, Apr 1999.
2)
Asymptotic theory of
greedy approximations to minimal {K}-point random graphs, A. O. Hero and O.
Michel, IEEE Trans. on Information Theory, Vol. IT-45, pp. 1921-1939, Sept.
1999.
3)
Word spotting in bitmapped
fax documents, W.J. Williams, E. Zalubas and A.O. Hero,
Information Retrieval, vol 2, pp. 207-226, May 2000.
4)
Cut-off rate and
signal design for the quasi-static Rayleigh fading space-time channel, A. O.
Hero and T. L. Marzetta, IEEE Trans. on Inform. Theory, Vol IT-47, No
6, pp. 2400-2416, July 2001
5)
Comparison of GLR and
invariance detectors under structured clutter covariance, H.S. Kim and A. O.
Hero, IEEE Trans. on Image Processing, Vol. IP-10, No. 10, pp. 1509-1520,
Oct. 2001.
6)
Internet Tomography,
Mark Coates, Alfred Hero, Robert Nowak, Bin Yu, IEEE Signal Processing
Magazine, Vol. 19, No. 3, pp. 47-65, May 2002.
7)
Applications of
entropic spanning graphs, A. O. Hero, B. Ma, O. Michel and J. Gorman, in IEEE
Signal Proc. Magazine, Vol 19, No. 5, pp 85-95, Sept. 2002
8)
High Rate Vector
Quantization for Detection, R. Gupta and A.O. Hero, IEEE Trans. on Info Theory
, vol. 49, No. 8, pp. 1951-1969, Aug. 2003.
9)
Secure Space-Time
Communications, A. O. Hero, IEEE Trans. on Info Theory, Vol. 49, No. 12, pp.
1-16, Dec. 2003.
10) Pareto-optimal methods for gene analysis, A. Hero and G.
Fleury, Special Issue on Genomic Signal Processing, Journ. of VLSI Signal
Processing, 2004.
11) Multicriteria Gene Screening for Analysis of Differential
Expression with DNA Microarrays, A. Hero, G. Fleury, A. Mears and A. Swaroop,
Special Issue on Genomics, EURASIP Journ. of Applied Signal Processing, vol.
2004, No. 1, pp. 43-52, Jan. 2004.
12) Image matching using alpha-entropy measures and entropic
graphs, H. Neemuchwala, A. O. Hero, and P.L. Carson, European Journal of Signal
Processing (Special Issue on Content-based Visual Information Retrieval), vol
85, pp. 277-296, 2005.
13) Expression profiling of the developing and mature Nrl-/-
mouse retina: Identification of retinal disease candidates and transcriptional
regulatory targets of Nrl, S. Yoshida, A. J. Mears, J. S. Friedman, T. Carter,
S. He, E. Oh, Y. Jing, R. Farjo, G. Fleury, C. Barlow, A. O. Hero, A. Swaroop,
Human Molecular Genetics, vol. 13, no. 14, pp. 1497-1503, 2004.
14) Network constrained clustering for gene
microarray data, D. Zhu, A.O. Hero, H. Cheng, R. Khanna and A. Swaroop,
(On-line) Bioinformatics, Sept.
2005.
15) High throughput screening of co-expressed gene pairs with controlled False Discovery Rate (FDR) and Minimum Acceptable Strength (MAS), D. Zhu, A.O. Hero, Z.S. Qin, A. Swaroop, Journal of Computational Biology, Vol. 12, No. 7, 1027-1043, Sept. 2005.
16) Targeting of green fluorescent protein to new-born rods by Nrl promoter and temporal expression profiling of flow-sorted photoreceptors, M. Akimoto, H. Cheng, D. Zhu, J. A. Brzezinski, R Khanna, E. Filippova, E. C.T. Oh., Y. Jing, J-L Linares, S. Zareparsi, A. J. Mears, A. O. Hero, T. Glaser, and A.Swaroop, Proceeedings of the National Academy of Sciences (PNAS). Vol 103, No. 10, pp. 3890-3895, March 7 2006
17) Bayesian Hierarchical Model for Large-Scale Covariance Matrix Estimation, D. Zhu and A.O. Hero, Journal of Computational Biology (JCB), Vol. 14, No. 10: 1311-1326, Dec 2007
18) W.G. Finn, K. Carter, R. Raich, L. Stoolman and A. O. Hero, "Analysis of Clinical Flow Cytometric Immunophenotyping Data by Clustering on Statistical Manifolds: Treating Flow Cytometry Data as High-Dimensional Objects," Cytometry: Part B - Clinical Cytometry, . DOI 10.1002/cyto.b.20435, July 18, 2008.
19) Using Directed Information to Build Biologically Relevant Influence Networks, A. Rao, A. O. Hero III, D.J. States, and J.D. Engel, in Journal on Bioinformatics and Computational Biology, vol. 6, no.3, pp. 493-519, June 2008.