Heckerman, David E.: search on Z-Library

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1

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

Heckerman, David, Geiger, Dan, Chickering, David M.

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 2.84 MB

english, 1995

2

Bayesian Networks for Data Mining

David Heckerman

Journal:

Data Mining and Knowledge Discovery

Year:

1997

Language:

english

File:

PDF, 314 KB

english, 1997

3

From certainty factors to belief networks

David E. Heckerman, Edward H. Shortliffe

Journal:

Artificial Intelligence in Medicine

Year:

1992

Language:

english

File:

PDF, 1.60 MB

english, 1992

4

Accelerating EM for Large Databases

Bo Thiesson, Christopher Meek, David Heckerman

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 378 KB

english, 2001

5

Learning Bayesian networks: The combination of knowledge and statistical data

Heckerman, David, Geiger, Dan, Chickering, David M.

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 2.50 MB

english, 1995

6

[ACM Press the seventh international conference - Bethesda, Maryland, United States (1998.11.02-1998.11.07)] Proceedings of the seventh international conference on Information and knowledge management - CIKM '98 - Inductive learning algorithms and representations for text categorization

Dumais, Susan, Platt, John, Heckerman, David, Sahami, Mehran

Year:

1998

File:

PDF, 1.28 MB

1998

7

Knowledge representation and inference in similarity networks and Bayesian multinets

Dan Geiger, David Heckerman

Journal:

Artificial Intelligence

Year:

1996

Language:

english

File:

PDF, 2.11 MB

english, 1996

8

Real-world applications of Bayesian networks

Heckerman, David, Mamdani, Abe, Wellman, Michael P.

Journal:

Communications of the ACM

Year:

1995

File:

PDF, 2.33 MB

1995

9

Statistical Models for Data Mining

Paolo Giudici, David Heckerman, Joe Whittaker

Journal:

Data Mining and Knowledge Discovery

Year:

2001

Language:

english

File:

PDF, 30 KB

english, 2001

10

Decision-theoretic troubleshooting

Heckerman, David, Breese, John S., Rommelse, Koos

Journal:

Communications of the ACM

Year:

1995

Language:

english

File:

PDF, 7.35 MB

english, 1995

11

Fighting spam with statistics

Joshua Goodman, David Heckerman

Journal:

Year:

2004

Language:

english

File:

PDF, 6.86 MB

english, 2004

12

Efficient Approximations for the Marginal Likelihood of Bayesian Networks with Hidden Variables

David Maxwell Chickering, David Heckerman

Journal:

Machine Learning

Year:

1997

Language:

english

File:

PDF, 453 KB

english, 1997

13

An Experimental Comparison of Model-Based Clustering Methods

Marina Meilă, David Heckerman

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 93 KB

english, 2001

14

[Machine Intelligence and Pattern Recognition] Uncertainty in Artificial Intelligence Volume 5 || An Axiomatic Framework for Belief Updates

Heckerman, David E.

Year:

1988

File:

PDF, 869 KB

1988

15

Accurate liability estimation improves power in ascertained case-control studies

Weissbrod, Omer, Lippert, Christoph, Geiger, Dan, Heckerman, David

Journal:

Year:

2015

Language:

english

File:

PDF, 596 KB

english, 2015

16

A comparison of scientific and engineering criteria for Bayesian model selection

David Maxwell Chickering, David Heckerman

Journal:

Statistics and Computing

Year:

2000

Language:

english

File:

PDF, 109 KB

english, 2000

17

Probabilistic Independence Networks for Hidden Markov Probability Models

Smyth, Padhraic, Heckerman, David, Jordan, Michael I.

Journal:

Neural Computation

Year:

1997

Language:

english

File:

PDF, 420 KB

english, 1997

18

ConPADE: Genome Assembly Ploidy Estimation from Next-Generation Sequencing Data

Margarido, Gabriel R. A., Heckerman, David, Ioshikhes, Ilya

Journal:

PLoS Computational Biology

Year:

2015

Language:

english

File:

PDF, 1.53 MB

english, 2015

19

Probabilistic similarity networks

David Heckerman

Journal:

Year:

1990

Language:

english

File:

PDF, 1.73 MB

english, 1990

20

Bayesian networks

Heckerman, David, Wellman, Michael P.

Journal:

Communications of the ACM

Year:

1995

Language:

english

File:

PDF, 1.72 MB

english, 1995

21

Toward Accounting for Hidden Common Causes When Inferring Cause and Effect from Observational Data

Heckerman, David

Journal:

ACM Transactions on Intelligent Systems and Technology

Year:

2019

File:

PDF, 675 KB

2019

22

Stopping Spam

Goodman, Joshua, Heckerman, David, Rounthwaite, Robert

Journal:

Scientific American

Year:

2005

Language:

english

File:

PDF, 6.26 MB

english, 2005

23

An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data

Lippert, Christoph, Listgarten, Jennifer, Davidson, Robert I., Baxter, Scott, Poong, Hoifung, Kadie, Carl M., Heckerman, David

Journal:

Scientific Reports

Year:

2013

Language:

english

File:

PDF, 637 KB

english, 2013

24

Toward Accounting for Hidden Common Causes When Inferring Cause and Effect from Observational Data

Heckerman, David

Journal:

ACM Transactions on Intelligent Systems and Technology

Year:

2019

Language:

english

File:

PDF, 675 KB

english, 2019

25

Beyond Atopy

Simpson, Angela, Tan, Vincent Y. F., Winn, John, Svensén, Markus, Bishop, Christopher M., Heckerman, David E., Buchan, Iain, Custovic, Adnan

Journal:

American Journal of Respiratory and Critical Care Medicine

Year:

2010

Language:

english

File:

PDF, 719 KB

english, 2010

26

Linear mixed model for heritability estimation that explicitly addresses environmental variation

Heckerman, David, Gurdasani, Deepti, Kadie, Carl, Pomilla, Cristina, Carstensen, Tommy, Martin, Hilary, Ekoru, Kenneth, Nsubuga, Rebecca N., Ssenyomo, Gerald, Kamali, Anatoli, Kaleebu, Pontiano, Widme

Journal:

Proceedings of the National Academy of Sciences

Year:

2016

Language:

english

File:

PDF, 1.10 MB

english, 2016

27

Comparison of Immunogen Designs That Optimize Peptide Coverage: Reply to Fischer et al.

Nickle, David C., Jojic, Nebojsa, Heckerman, David, Jojic, Vladimir, Kirovski, Darko, Rolland, Morgane, Kosakovsky Pond, Sergei, Mullins, James I.

Journal:

PLoS Computational Biology

Year:

2008

Language:

english

File:

PDF, 403 KB

english, 2008

28

Anti-Hepatitis C Virus T-Cell Immunity in the Context of Multiple Exposures to the Virus

Pfafferott, Katja, Deshpande, Pooja, McKinnon, Elizabeth, Merani, Shahzma, Lucas, Andrew, Heckerman, David, Mallal, Simon, John, Mina, Gaudieri, Silvana, Lucas, Michaela, Shin, Eui-Cheol

Journal:

Year:

2015

Language:

english

File:

PDF, 925 KB

english, 2015

29

HIV-1 adaptation to NK-cell-mediated immune pressure

Alter, Galit, Heckerman, David, Schneidewind, Arne, Fadda, Lena, Kadie, Carl M., Carlson, Jonathan M., Oniangue-Ndza, Cesar, Martin, Maureen, Li, Bin, Khakoo, Salim I., Carrington, Mary, Allen, Todd M

Journal:

Year:

2011

Language:

english

File:

PDF, 469 KB

english, 2011

30

Editorial: real-world applications of uncertain reasoning

David Heckerman, Abe Mamdani, Michael P. Wellman

Journal:

International Journal of Human-Computer Studies

Year:

1995

File:

PDF, 85 KB

1995

31

Exploiting knowledge of immune selection in HIV-1 to detect HIV-specific CD8 T-cell responses

Coral-Ann M. Almeida, Steven G. Roberts, Rebecca Laird, Elizabeth McKinnon, Imran Ahmad, Niamh M. Keane, Abha Chopra, Carl Kadie, David Heckerman, Simon Mallal, Mina John

Journal:

Year:

2010

Language:

english

File:

PDF, 248 KB

english, 2010

32

High-avidity, high-IFNγ-producing CD8 T-cell responses following immune selection during HIV-1 infection

Keane, Niamh M, Roberts, Steven G, Almeida, Coral-Ann M, Krishnan, Tanya, Chopra, Abha, Demaine, Emma, Laird, Rebecca, Tschochner, Monika, Carlson, Jonathan M, Mallal, Simon, Heckerman, David, James,

Journal:

Immunology & Cell Biology

Year:

2012

Language:

english

File:

PDF, 628 KB

english, 2012

33

Coping with Viral Diversity in HIV Vaccine Design

Nickle, David C., Rolland, Morgane, Jensen, Mark A., Pond, Sergei L. Kosakovsky, Deng, Wenjie, Seligman, Mark, Heckerman, David, Mullins, James I., Jojic, Nebojsa

Journal:

PLoS Computational Biology

Year:

2007

Language:

english

File:

PDF, 1.22 MB

english, 2007

34

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Graphical models for data mining

Heckerman, David

Year:

2004

File:

PDF, 22 KB

2004

35

[ACM Press the ACM Conference - Orlando, Florida (2012.10.07-2012.10.10)] Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine - BCB '12 - Inferring novel associations between SNP sets and gene sets in eQTL study using sparse graphical model

Cheng, Wei, Zhang, Xiang, Wu, Yubao, Yin, Xiaolin, Li, Jing, Heckerman, David, Wang, Wei

Year:

2012

Language:

english

File:

PDF, 555 KB

english, 2012

36

Computational and statistical issues in personalized medicine

Lippert, Christoph, Heckerman, David

Journal:

XRDS Crossroads The ACM Magazine for Students

Year:

2015

Language:

english

File:

PDF, 3.34 MB

english, 2015

37

Stratified Exponential Families: Graphical Models and Model Selection

Dan Geiger, David Heckerman, Henry King and Christopher Meek

Journal:

The Annals of Statistics

Year:

2001

Language:

english

File:

PDF, 2.42 MB

english, 2001

38

Evidence of Differential HLA Class I-Mediated Viral Evolution in Functional and Accessory/Regulatory Genes of HIV-1

Brumme, Zabrina L., Brumme, Chanson J., Heckerman, David, Korber, Bette T., Daniels, Marcus, Carlson, Jonathan, Kadie, Carl, Bhattacharya, Tanmoy, Chui, Celia, Szinger, James, Mo, Theresa, Hogg, Rober

Journal:

Year:

2007

Language:

english

File:

PDF, 1.29 MB

english, 2007

39

A Characterization of the Dirichlet Distribution through Global and Local Parameter Independence

Dan Geiger and David Heckerman

Journal:

The Annals of Statistics

Year:

1997

Language:

english

File:

PDF, 2.05 MB

english, 1997

40

Genetic variants associated with physical performance and anthropometry in old age: a genome-wide association study in the ilSIRENTE cohort

Heckerman, David, Traynor, Bryan J., Picca, Anna, Calvani, Riccardo, Marzetti, Emanuele, Hernandez, Dena, Nalls, Michael, Arepali, Sampath, Ferrucci, Luigi, Landi, Francesco

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 1.66 MB

english, 2017

41

Improved linear mixed models for genome-wide association studies

Listgarten, Jennifer, Lippert, Christoph, Kadie, Carl M, Davidson, Robert I, Eskin, Eleazar, Heckerman, David

Journal:

Year:

2012

Language:

english

File:

PDF, 92 KB

english, 2012

42

Statistical Resolution of Ambiguous HLA Typing Data

Listgarten, Jennifer, Brumme, Zabrina, Kadie, Carl, Xiaojiang, Gao, Walker, Bruce, Carrington, Mary, Goulder, Philip, Heckerman, David, Bergstrom, Carl T.

Journal:

PLoS Computational Biology

Year:

2008

Language:

english

File:

PDF, 506 KB

english, 2008

43

Correction for hidden confounders in the genetic analysis of gene expression

Jennifer Listgarten, Carl Kadie, Eric E. Schadt and David Heckerman

Journal:

Proceedings of the National Academy of Sciences

Year:

2010

Language:

english

File:

PDF, 1.30 MB

english, 2010

44

Pressure release superleak sound modes in He II

David Heckerman, Ralph Rosenbaum, Seth Putterman, Gary A. Williams

Journal:

Journal of Low Temperature Physics

Year:

1980

Language:

english

File:

PDF, 442 KB

english, 1980

45

Integrated expert systems and videodisc in surgical pathology: An overview

Bharat N. Nathwani, David E. Heckerman, Eric J. Horvitz, Thomas L. Lincoln

Journal:

Human Pathology

Year:

1990

Language:

english

File:

PDF, 2.15 MB

english, 1990

46

Inter-Continental Patterns of HIV-1 Control: HLA and the Quest for a T Cell Vaccine

Philippa Matthews, Andy Prendergast, Yuka Kawashima, Katya Pfafferott, John Frater, David Heckerman, Masafumi Takiguchi, Philip Goulder

Journal:

Journal of Infection

Year:

2009

Language:

english

File:

PDF, 48 KB

english, 2009

47

Epigenome-wide association studies without the need for cell-type composition

Zou, James, Lippert, Christoph, Heckerman, David, Aryee, Martin, Listgarten, Jennifer

Journal:

Year:

2014

Language:

english

File:

PDF, 397 KB

english, 2014

48

FaST-LMM-Select for addressing confounding from spatial structure and rare variants

Listgarten, Jennifer, Lippert, Christoph, Heckerman, David

Journal:

Nature Genetics

Year:

2013

Language:

english

File:

PDF, 211 KB

english, 2013

49

Parameter priors for directed acyclic graphical models and the characterization of several probability distributions

Geiger, Dan, Heckerman, David

Journal:

The Annals of Statistics

Year:

2002

Language:

english

File:

PDF, 248 KB

english, 2002

50

Targeted Advertising on the Web with Inventory Management

David Maxwell Chickering and David Heckerman

Journal:

Year:

2003

Language:

english

File:

PDF, 1.34 MB

english, 2003

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