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1

Artificial Intelligence Methods in the Environmental Sciences || Neural Network Applications to Solve Forward and Inverse Problems in Atmospheric and Oceanic Satellite Remote Sensing

Haupt, Sue Ellen, Pasini, Antonello, Marzban, Caren

Year:

2009

Language:

english

File:

PDF, 424 KB

english, 2009

2

Artificial Intelligence Methods in the Environmental Sciences ||

Haupt, Sue Ellen, Pasini, Antonello, Marzban, Caren

Year:

2009

Language:

english

File:

PDF, 51.31 MB

english, 2009

3

Artificial Intelligence Methods in the Environmental Sciences || Introduction to Fuzzy Logic

Haupt, Sue Ellen, Pasini, Antonello, Marzban, Caren

Year:

2009

Language:

english

File:

PDF, 7.47 MB

english, 2009

4

Artificial Intelligence Methods in the Environmental Sciences || Machine Learning Applications in Habitat Suitability Modeling

Haupt, Sue Ellen, Pasini, Antonello, Marzban, Caren

Year:

2009

Language:

english

File:

PDF, 356 KB

english, 2009

5

The ROC Curve and the Area under It as Performance Measures

Journal:

Weather and Forecasting

Year:

2004

Language:

english

File:

PDF, 195 KB

english, 2004

6

A neural network for locating the primary vertex in a pixel detector

R. Kantowski, Caren Marzban

Journal:

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Year:

1995

Language:

english

File:

PDF, 870 KB

english, 1995

7

Stochastic neural networks with the weighted Hebb rule

Caren Marzban, Raju Viswanathan

Journal:

Physics Letters A

Year:

1994

Language:

english

File:

PDF, 501 KB

english, 1994

8

Using labeled data to evaluate change detectors in a multivariate streaming environment

Albert Y. Kim, Caren Marzban, Donald B. Percival, Werner Stuetzle

Journal:

Signal Processing

Year:

2009

Language:

english

File:

PDF, 518 KB

english, 2009

9

Predicting Television Extreme Viewers and Non-viewers A Neural Network Analysis

HAEJUNG PAIK, CAREN MARZBAN

Journal:

Human Communication Research

Year:

1995

Language:

english

File:

PDF, 1.20 MB

english, 1995

10

One-loop Vilkovisky-Dewitt counterterms for two-dimensional gravity plus scalar field theory

Kantowski, R., Marzban, Caren

Journal:

Physical Review D

Year:

1992

Language:

english

File:

PDF, 436 KB

english, 1992

11

Remarks on the Landau-Ginzburg potential and RG flow for SU(2)-coset models

Journal:

Physics Letters B

Year:

1990

Language:

english

File:

PDF, 486 KB

english, 1990

12

Morse theory applied to N=1 and 2 superconformal theories

Journal:

Physics Letters B

Year:

1990

Language:

english

File:

PDF, 370 KB

english, 1990

13

Matrix models with γstring>0

Caren Marzban, R. Raju Viswanathan

Journal:

Physics Letters B

Year:

1992

Language:

english

File:

PDF, 667 KB

english, 1992

14

Model Tuning with Canonical Correlation Analysis

Marzban, Caren, Sandgathe, Scott, Doyle, James D.

Journal:

Monthly Weather Review

Year:

2014

Language:

english

File:

PDF, 2.14 MB

english, 2014

15

Earth before life

Marzban, Caren, Viswanathan, Raju, Yurtsever, Ulvi

Journal:

Year:

2014

Language:

english

File:

PDF, 238 KB

english, 2014

16

Optical Flow for Verification

Marzban, Caren, Sandgathe, Scott

Journal:

Weather and Forecasting

Year:

2010

Language:

english

File:

PDF, 2.83 MB

english, 2010

17

Cluster Analysis for Verification of Precipitation Fields

Marzban, Caren, Sandgathe, Scott

Journal:

Weather and Forecasting

Year:

2006

Language:

english

File:

PDF, 1.46 MB

english, 2006

18

Artificial Intelligence Methods in the Environmental Sciences || Reinforcement Learning of Optimal Controls

Haupt, Sue Ellen, Pasini, Antonello, Marzban, Caren

Year:

2009

Language:

english

File:

PDF, 5.60 MB

english, 2009

19

Variance-Based Sensitivity Analysis: An Illustration on the Lorenz'63 Model

Journal:

Monthly Weather Review

Year:

2013

Language:

english

File:

PDF, 640 KB

english, 2013

20

MATRIX MODELS WITH NONEVEN POTENTIALS

MARZBAN, CAREN, VISWANATHAN, R. RAJU

Journal:

International Journal of Modern Physics A

Year:

1991

Language:

english

File:

PDF, 331 KB

english, 1991

21

A Method for Estimating Zero-Flow Pressure and Intracranial Pressure

Marzban, Caren, Illian, Paul R., Morison, David, Moore, Anne, Kliot, Michel, Czosnyka, Marek, Mourad, Pierre D.

Journal:

Journal of Neurosurgical Anesthesiology

Year:

2013

Language:

english

File:

PDF, 471 KB

english, 2013

22

A Bayesian Neural Network for Severe-Hail Size Prediction

Marzban, Caren, Witt, Arthur

Journal:

Weather and Forecasting

Year:

2001

Language:

english

File:

PDF, 204 KB

english, 2001

23

Artificial Intelligence Methods in the Environmental Sciences || Fuzzy Logic Applications

Haupt, Sue Ellen, Pasini, Antonello, Marzban, Caren

Year:

2009

Language:

english

File:

PDF, 9.23 MB

english, 2009

24

Scalar Measures of Performance in Rare-Event Situations

Journal:

Weather and Forecasting

Year:

1998

Language:

english

File:

PDF, 151 KB

english, 1998

25

On the Effect of Correlations on Rank Histograms: Reliability of Temperature and Wind Speed Forecasts from Finescale Ensemble Reforecasts

Marzban, Caren, Wang, Ranran, Kong, Fanyou, Leyton, Stephen

Journal:

Monthly Weather Review

Year:

2011

Language:

english

File:

PDF, 10.08 MB

english, 2011

26

Verification with Variograms

Marzban, Caren, Sandgathe, Scott

Journal:

Weather and Forecasting

Year:

2009

Language:

english

File:

PDF, 1.84 MB

english, 2009

27

Displaying Economic Value

Journal:

Weather and Forecasting

Year:

2012

Language:

english

File:

PDF, 7.54 MB

english, 2012

28

An Object-Oriented Verification of Three NWP Model Formulations via Cluster Analysis: An Objective and a Subjective Analysis

Marzban, Caren, Sandgathe, Scott, Lyons, Hilary

Journal:

Monthly Weather Review

Year:

2008

Language:

english

File:

PDF, 1.81 MB

english, 2008

29

Three Spatial Verification Techniques: Cluster Analysis, Variogram, and Optical Flow

Marzban, Caren, Sandgathe, Scott, Lyons, Hilary, Lederer, Nicholas

Journal:

Weather and Forecasting

Year:

2009

Language:

english

File:

PDF, 1.93 MB

english, 2009

30

Variance-Based Sensitivity Analysis: Preliminary Results in COAMPS

Marzban, Caren, Sandgathe, Scott, Doyle, James D., Lederer, Nicholas C.

Journal:

Monthly Weather Review

Year:

2014

Language:

english

File:

PDF, 1.90 MB

english, 2014

31

[ACM Press the 2011 workshop - San Diego, California, USA (2011.08.21-2011.08.21)] Proceedings of the 2011 workshop on Knowledge discovery, modeling and simulation - KDMS '11 - Baby morse theory in data analysis

Marzban, Caren, Yurtsever, Ulvi

Year:

2011

Language:

english

File:

PDF, 615 KB

english, 2011

32

Ceiling and Visibility Forecasts via Neural Networks

Marzban, Caren, Leyton, Stephen, Colman, Brad

Journal:

Weather and Forecasting

Year:

2007

Language:

english

File:

PDF, 1.92 MB

english, 2007

33

[IEEE IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Boston, MA, USA (2008.07.7-2008.07.11)] IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Gravimetric Detection by Compressed Sensing

Meila, Marina, Marzban, Caren, Yurtsever, Ulvi

Year:

2008

Language:

english

File:

PDF, 322 KB

english, 2008

34

MOS, Perfect Prog, and Reanalysis

Marzban, Caren, Sandgathe, Scott, Kalnay, Eugenia

Journal:

Monthly Weather Review

Year:

2006

Language:

english

File:

PDF, 98 KB

english, 2006

35

A Markov Chain Model of Tornadic Activity

Drton, Mathias, Marzban, Caren, Guttorp, Peter, Schaefer, Joseph T.

Journal:

Monthly Weather Review

Year:

2003

Language:

english

File:

PDF, 320 KB

english, 2003

36

Improving Tropical Cyclogenesis Statistical Model Forecasts through the Application of a Neural Network Classifier

Hennon, Christopher C., Marzban, Caren, Hobgood, Jay S.

Journal:

Weather and Forecasting

Year:

2005

Language:

english

File:

PDF, 978 KB

english, 2005

37

Cluster Analysis for Object-Oriented Verification of Fields: A Variation

Marzban, Caren, Sandgathe, Scott

Journal:

Monthly Weather Review

Year:

2008

Language:

english

File:

PDF, 1.43 MB

english, 2008

38

A Neural Network for Damaging Wind Prediction

Marzban, Caren, Stumpf, Gregory J.

Journal:

Weather and Forecasting

Year:

1998

Language:

english

File:

PDF, 207 KB

english, 1998

39

The Notion of “Best Predictors”: An Application to Tornado Prediction

Marzban, Caren, Mitchell, E. De Wayne, Stumpf, Gregory J.

Journal:

Weather and Forecasting

Year:

1999

Language:

english

File:

PDF, 142 KB

english, 1999

40

On the Uniqueness of Gandin and Murphy’s Equitable Performance Measures

Marzban, Caren, Lakshmanan, V.

Journal:

Monthly Weather Review

Year:

1999

Language:

english

File:

PDF, 48 KB

english, 1999

41

The Correlation between U.S. Tornadoes and Pacific Sea Surface Temperatures

Marzban, Caren, Schaefer, Joseph T.

Journal:

Monthly Weather Review

Year:

2001

Language:

english

File:

PDF, 197 KB

english, 2001

42

Bayesian Probability and Scalar Performance Measures in Gaussian Models

Journal:

Journal of Applied Meteorology

Year:

1998

Language:

english

File:

PDF, 238 KB

english, 1998

43

Neural Networks for Postprocessing Model Output: ARPS

Journal:

Monthly Weather Review

Year:

2003

Language:

english

File:

PDF, 409 KB

english, 2003

44

On the Effect of Model Parameters on Forecast Objects

Marzban, Caren, Jones, Corinne, Li, Ning, Sandgathe, Scott

Journal:

Geoscientific Model Development Discussions

Year:

2017

Language:

english

File:

PDF, 474 KB

english, 2017

45

Sensitivity Analysis of the Spatial Structure of Forecasts in Mesoscale Models: Continuous Model Parameters

Marzban, Caren, Du, Xiaochuan, Sandgathe, Scott, Doyle, James D., Jin, Yi, Lederer, Nicholas C.

Journal:

Monthly Weather Review

Year:

2018

Language:

english

File:

PDF, 2.71 MB

english, 2018

46

On the effect of model parameters on forecast objects

Marzban, Caren, Jones, Corinne, Li, Ning, Sandgathe, Scott

Journal:

Geoscientific Model Development

Year:

2018

File:

PDF, 683 KB

2018

47

A methodology for sensitivity analysis of spatial features in forecasts: the stochastic kinetic energy backscatter scheme

Marzban, Caren, Tardif, Robert, Sandgathe, Scott, Hryniw, Natalia

Journal:

Meteorological Applications

Year:

2019

Language:

english

File:

PDF, 6.59 MB

english, 2019