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1

Stability of Unstable Learning Algorithms

Don Hush, Clint Scovel, Ingo Steinwart

Journal:

Machine Learning

Year:

2007

Language:

english

File:

PDF, 338 KB

english, 2007

2

Algorithms for optimal dyadic decision trees

Don Hush, Reid Porter

Journal:

Machine Learning

Year:

2010

Language:

english

File:

PDF, 585 KB

english, 2010

3

Network constraints and multi-objective optimization for one-class classification

Mary M. Moya, Don R. Hush

Journal:

Neural Networks

Year:

1996

Language:

english

File:

PDF, 1.01 MB

english, 1996

4

Learning from dependent observations

Ingo Steinwart, Don Hush, Clint Scovel

Journal:

Journal of Multivariate Analysis

Year:

2009

Language:

english

File:

PDF, 1.08 MB

english, 2009

5

On the VC Dimension of Bounded Margin Classifiers

Don Hush, Clint Scovel

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 85 KB

english, 2001

6

Polynomial-Time Decomposition Algorithms for Support Vector Machines

Don Hush, Clint Scovel

Journal:

Machine Learning

Year:

2003

Language:

english

File:

PDF, 129 KB

english, 2003

7

An equivalence relation between parallel calibration and principal component regression

Michael L. Fugate, Ronald Christensen, Don Hush, Clint Scovel

Journal:

Journal of Chemometrics

Year:

2002

Language:

english

File:

PDF, 97 KB

english, 2002

8

On the node complexity of neural networks

Bill G. Horne, Don R. Hush

Journal:

Neural Networks

Year:

1994

Language:

english

File:

PDF, 1.17 MB

english, 1994

9

Bounds on the complexity of recurrent neural network implementations of finite state machines

Bill G. Horne, Don R. Hush

Journal:

Neural Networks

Year:

1996

Language:

english

File:

PDF, 823 KB

english, 1996

10

Concentration of the hypergeometric distribution

Don Hush, Clint Scovel

Journal:

Statistics & Probability Letters

Year:

2005

Language:

english

File:

PDF, 131 KB

english, 2005

11

Radial kernels and their reproducing kernel Hilbert spaces

Clint Scovel, Don Hush, Ingo Steinwart, James Theiler

Journal:

Journal of Complexity

Year:

2010

Language:

english

File:

PDF, 338 KB

english, 2010

12

Ordered Hypothesis Machines

G. Beate Zimmer, Don Hush, Reid Porter

Journal:

Journal of Mathematical Imaging and Vision

Year:

2012

Language:

english

File:

PDF, 732 KB

english, 2012

13

The recursive neural network and its applications in control theory

Don Hush, Chaouki Abdallah, Bill Horne

Journal:

Computers & Electrical Engineering

Year:

1993

Language:

english

File:

PDF, 510 KB

english, 1993

14

Interactive Machine Learning in Data Exploitation

Porter, Reid, Theiler, James, Hush, Don

Journal:

Computing in Science & Engineering

Year:

2013

Language:

english

File:

PDF, 6.23 MB

english, 2013

15

High Dimensional Probability || A New Concentration Result for Regularized Risk Minimizers

Ingo Steinwart, Don Hush and Clint Scovel

Journal:

IMS Lecture Notes--Monograph Series

Year:

2006

Language:

english

File:

PDF, 1.31 MB

english, 2006

16

[IEEE 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2009.11.1-2009.11.4)] 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers - Density-based similarity measures for content based search

Porter, Reid, Ruggiero, Christy, Hush, Don

Year:

2009

Language:

english

File:

PDF, 415 KB

english, 2009

17

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Statistics for characterizing data on the periphery

Theiler, James, Hush, Don

Year:

2010

Language:

english

File:

PDF, 400 KB

english, 2010

18

Instantaneous Frequency Estimation Using Adaptive Linear Predictor Weights

Hush, Don, Ahmed, Nasir, David, Ruth

Journal:

IEEE Transactions on Aerospace and Electronic Systems

Year:

1986

Language:

english

File:

PDF, 2.10 MB

english, 1986

19

Fat-Shattering of Affine Functions

HUSH, DON, SCOVEL, CLINT

Journal:

Combinatorics Probability & Computing

Year:

2004

Language:

english

File:

PDF, 246 KB

english, 2004

20

LEARNING RATES FOR DENSITY LEVEL DETECTION

SCOVEL, CLINT, HUSH, DON, STEINWART, INGO

Journal:

Analysis and Applications

Year:

2005

Language:

english

File:

PDF, 251 KB

english, 2005

21

[IEEE 2011 45th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2011.11.6-2011.11.9)] 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) - A comparison of methods for estimating broadband noise in the frequency domain

Hush, Don, Pawley, Norma, Myers, Kary, Nemzek, Bob

Year:

2011

Language:

english

File:

PDF, 1022 KB

english, 2011

22

Training a Sigmoidal Node Is Hard

Journal:

Neural Computation

Year:

1999

File:

PDF, 495 KB

1999

23

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Orlando, Florida (Monday 5 April 2010)] Cyber Security, Situation Management, and Impact Assessment II; and Visual Analytics for Homeland Defense and Security II - Toward interactive search in remote sensing imagery

Porter, Reid, Buford, John F., Jakobson, Gabriel, Hush, Don, Harvey, Neal, Erickson, John, Tolone, William J., Theiler, James, Ribarsky, William

Year:

2010

Language:

english

File:

PDF, 1.60 MB

english, 2010

24

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Francisco Airport, California, USA (Sunday 23 January 2011)] Image Processing: Machine Vision Applications IV - Interactive image quantification tools in nuclear material forensics

Porter, Reid, Fofi, David, Bingham, Philip R., Ruggiero, Christy, Hush, Don, Harvey, Neal, Kelly, Patrick, Scoggins, Wayne, Tandon, Lav

Year:

2011

Language:

english

File:

PDF, 3.33 MB

english, 2011

25

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Francisco Airport, California, USA (Sunday 23 January 2011)] Image Processing: Algorithms and Systems IX - Error minimizing algorithms for nearest neighbor classifiers

Porter, Reid B., Astola, Jaakko T., Egiazarian, Karen O., Hush, Don, Zimmer, G. B.

Year:

2011

Language:

english

File:

PDF, 1.16 MB

english, 2011

26

[IEEE 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService) - Newark, CA, USA (2019.4.4-2019.4.9)] 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService) - An Automated Framework to Recommend A Suitable Academic Program, Course and Instructor

Slim, Ahmad, Hush, Don, Ojha, Tushar, Abdallah, Chaouki, Heileman, Gregory, El-Howayek, Georges

Year:

2019

Language:

english

File:

PDF, 268 KB

english, 2019

27

Digitale Verarbeitung analoger Signale / Digital Signal Analysis || KAPITEL 8. Nichtrekursive digitale Systeme

Stearns, Samuel D., Hush, Don R.

Year:

1999

Language:

german

File:

PDF, 4.65 MB

german, 1999

28

Digitale Verarbeitung analoger Signale / Digital Signal Analysis || Inhaltsverzeichnis

Stearns, Samuel D., Hush, Don R.

Year:

1999

File:

PDF, 355 KB

1999

29

Digitale Verarbeitung analoger Signale / Digital Signal Analysis || Frontmatter

Stearns, Samuel D., Hush, Don R.

Year:

1999

File:

PDF, 177 KB

1999

30

[IEEE 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService) - Newark, CA, USA (2019.4.4-2019.4.9)] 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService) - An Automated Framework to Recommend A Suitable Academic Program, Course and Instructor

Slim, Ahmad, Hush, Don, Ojha, Tushar, Abdallah, Chaouki, Heileman, Gregory, El-Howayek, Georges

Year:

2019

File:

PDF, 268 KB

2019

31

Digitale Verarbeitung analoger Signale / Digital Signal Analysis || ANHANG B. Computer-Algorithmen in Fortran-77

Stearns, Samuel D., Hush, Don R.

Year:

1999

File:

PDF, 1.01 MB

1999