Constantin F Aliferis : rechercher sur Z-Library

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1

The max-min hill-climbing Bayesian network structure learning algorithm

Ioannis Tsamardinos, Laura E. Brown, Constantin F. Aliferis

Journal:

Machine Learning

Année:

2006

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2006

2

[Health Informatics] Personalized and Precision Medicine Informatics (A Workflow-Based View) ||

Adam, Terrence, Aliferis, Constantin

Année:

2020

Langue:

english

Fichier:

PDF, 7.84 MB

english, 2020

3

32.2 The Complex Etiology of PTSD in Children With Maltreatment

Morales, Leah J., Ma, Sisi, Aliferis, Constantin, Saxe, Glenn N.

Journal:

Journal of the American Academy of Child & Adolescent Psychiatry

Année:

2018

Langue:

english

Fichier:

PDF, 120 KB

english, 2018

4

Using content-based and bibliometric features for machine learning models to predict citation counts in the biomedical literature

Lawrence D. Fu, Constantin F. Aliferis

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2010

5

A Comparison of Citation Metrics to Machine Learning Filters for the Identification of High Quality MEDLINE Documents

Yindalon Aphinyanaphongs, Alexander Statnikov, Constantin F. Aliferis

Journal:

Journal of the American Medical Informatics Association

Année:

2006

Langue:

english

Fichier:

PDF, 183 KB

english, 2006

6

Medical decision support using machine learning for early detection of late-onset neonatal sepsis

Mani, Subramani, Ozdas, Asli, Aliferis, Constantin, Varol, Huseyin Atakan, Chen, Qingxia, Carnevale, Randy, Chen, Yukun, Romano-Keeler, Joann, Nian, Hui, Weitkamp, Jörn-Hendrik

Journal:

Journal of the American Medical Informatics Association

Année:

2014

Langue:

english

Fichier:

PDF, 2.04 MB

english, 2014

7

Machine learning methods to predict child posttraumatic stress: a proof of concept study

Saxe, Glenn N., Ma, Sisi, Ren, Jiwen, Aliferis, Constantin

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 767 KB

english, 2017

8

32.1 Machine Learning and Causal Network Modeling for Research on PTSD and Suicide

Saxe, Glenn N., Ma, Sisi, Morales, Leah J., Aliferis, Constantin

Journal:

Journal of the American Academy of Child & Adolescent Psychiatry

Année:

2018

Langue:

english

Fichier:

PDF, 120 KB

english, 2018

9

Causal graph-based analysis of genome-wide association data in rheumatoid arthritis

Alexander V Alekseyenko, Nikita I Lytkin, Jizhou Ai, Bo Ding, Leonid Padyukov, Constantin F Aliferis, Alexander Statnikov

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 797 KB

english, 2011

10

Text Categorization Models for High-Quality Article Retrieval in Internal Medicine

Yindalon Aphinyanaphongs, Ioannis Tsamardinos, Alexander Statnikov, Douglas Hardin, Constantin F. Aliferis

Journal:

Journal of the American Medical Informatics Association

Année:

2005

Langue:

english

Fichier:

PDF, 476 KB

english, 2005

11

Using Citation Data to Improve Retrieval from MEDLINE

Elmer V. Bernstam, Jorge R. Herskovic, Yindalon Aphinyanaphongs, Constantin F. Aliferis, Madurai G. Sriram, William R. Hersh

Journal:

Journal of the American Medical Informatics Association

Année:

2006

Langue:

english

Fichier:

PDF, 358 KB

english, 2006

12

GEMS: A system for automated cancer diagnosis and biomarker discovery from microarray gene expression data

Alexander Statnikov, Ioannis Tsamardinos, Yerbolat Dosbayev, Constantin F. Aliferis

Journal:

International Journal of Medical Informatics

Année:

2005

Langue:

english

Fichier:

PDF, 504 KB

english, 2005

13

Predicting dire outcomes of patients with community acquired pneumonia

Gregory F. Cooper, Vijoy Abraham, Constantin F. Aliferis, John M. Aronis, Bruce G. Buchanan, Richard Caruana, Michael J. Fine, Janine E. Janosky, Gary Livingston, Tom Mitchell, Stefano Monti, Peter Sp

Journal:

Journal of Biomedical Informatics

Année:

2005

Langue:

english

Fichier:

PDF, 339 KB

english, 2005

14

A comparison of evaluation metrics for biomedical journals, articles, and websites in terms of sensitivity to topic

Lawrence D. Fu, Yindalon Aphinyanaphongs, Lily Wang, Constantin F. Aliferis

Journal:

Journal of Biomedical Informatics

Année:

2011

Langue:

english

Fichier:

PDF, 454 KB

english, 2011

15

An evaluation of machine-learning methods for predicting pneumonia mortality

Gregory F. Cooper, Constantin F. Aliferis, Richard Ambrosino, John Aronis, Bruce G. Buchanan, Richard Caruana, Michael J. Fine, Clark Glymour, Geoffrey Gordon, Barbara H. Hanusa, Janine E. Janosky, Ch

Journal:

Artificial Intelligence in Medicine

Année:

1997

Langue:

english

Fichier:

PDF, 2.29 MB

english, 1997

16

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

Alexander Statnikov, Lily Wang, Constantin F Aliferis

Journal:

BMC Bioinformatics

Année:

2008

Langue:

english

Fichier:

PDF, 552 KB

english, 2008

17

Using gene expression profiles from peripheral blood to identify asymptomatic responses to acute respiratory viral infections

Alexander Statnikov, Nikita I Lytkin, Lauren McVoy, Jörn-Hendrik Weitkamp, Constantin F Aliferis

Journal:

BMC Research Notes

Année:

2010

Langue:

english

Fichier:

PDF, 224 KB

english, 2010

18

Improving Development of the Molecular Signature for Diagnosis of Acute Respiratory Viral Infections

Alexander Statnikov, Lauren McVoy, Nikita Lytkin, Constantin F. Aliferis

Journal:

Cell Host & Microbe

Année:

2010

Langue:

english

Fichier:

PDF, 61 KB

english, 2010

19

A comprehensive assessment of methods for de-novo reverse-engineering of genome-scale regulatory networks

Varun Narendra, Nikita I. Lytkin, Constantin F. Aliferis, Alexander Statnikov

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 966 KB

english, 2011

20

New methods for separating causes from effects in genomics data

Alexander Statnikov, Mikael Henaff, Nikita I Lytkin, Constantin F Aliferis

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 1.58 MB

english, 2012

21

Computer models for identifying instrumental citations in the biomedical literature

Lawrence D. Fu, Yindalon Aphinyanaphongs, Constantin F. Aliferis

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 229 KB

english, 2013

22

A comprehensive empirical comparison of modern supervised classification and feature selection methods for text categorization

Aphinyanaphongs, Yindalon, Fu, Lawrence D., Li, Zhiguo, Peskin, Eric R., Efstathiadis, Efstratios, Aliferis, Constantin F., Statnikov, Alexander

Journal:

Journal of the Association for Information Science and Technology

Année:

2014

Langue:

english

Fichier:

PDF, 1.34 MB

english, 2014

23

Microbiomic Signatures of Psoriasis: Feasibility and Methodology Comparison

Statnikov, Alexander, Alekseyenko, Alexander V., Li, Zhiguo, Henaff, Mikael, Perez-Perez, Guillermo I., Blaser, Martin J., Aliferis, Constantin F.

Journal:

Scientific Reports

Année:

2013

Langue:

english

Fichier:

PDF, 561 KB

english, 2013

24

[ACM Press the ninth ACM SIGKDD international conference - Washington, D.C. (2003.08.24-2003.08.27)] Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03 - Time and sample efficient discovery of Markov blankets and direct causal relations

Tsamardinos, Ioannis, Aliferis, Constantin F., Statnikov, Alexander

Année:

2003

Langue:

english

Fichier:

PDF, 185 KB

english, 2003

25

Analysis and Computational Dissection of Molecular Signature Multiplicity

Statnikov, Alexander, Aliferis, Constantin F., Markel, Scott

Journal:

PLoS Computational Biology

Année:

2010

Langue:

english

Fichier:

PDF, 2.06 MB

english, 2010

26

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - A theoretical characterization of linear SVM-based feature selection

Hardin, Douglas, Tsamardinos, Ioannis, Aliferis, Constantin F.

Année:

2004

Fichier:

PDF, 853 KB

2004

27

A Gentle Introduction to Support Vector Machines in Biomedicine (Volume 1: Theory and Methods) || FRONT MATTER

Statnikov, Alexander, Aliferis, Constantin F, Hardin, Douglas P, Guyon, Isabelle

Année:

2011

Langue:

english

Fichier:

PDF, 1.39 MB

english, 2011

28

Issues and Opportunities in Public Health Informatics: A Panel Discussion

Kukafka, Rita, OʼCarroll, Patrick W., Gerberding, Julie L., Shortliffe, Edward H., Aliferis, Constantin, Lumpkin, John R., Yasnoff, William A.

Journal:

Journal of Public Health Management and Practice

Année:

2001

Fichier:

PDF, 8.36 MB

2001

29

Information content and analysis methods for Multi-Modal High-Throughput Biomedical Data

Ray, Bisakha, Henaff, Mikael, Ma, Sisi, Efstathiadis, Efstratios, Peskin, Eric R., Picone, Marco, Poli, Tito, Aliferis, Constantin F., Statnikov, Alexander

Journal:

Scientific Reports

Année:

2014

Langue:

english

Fichier:

PDF, 882 KB

english, 2014

30

An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation

Ma, Sisi, Kemmeren, Patrick, Aliferis, Constantin F., Statnikov, Alexander

Journal:

Scientific Reports

Année:

2016

Langue:

english

Fichier:

PDF, 3.48 MB

english, 2016

31

Factors Influencing the Statistical Power of Complex Data Analysis Protocols for Molecular Signature Development from Microarray Data

Aliferis, Constantin F., Statnikov, Alexander, Tsamardinos, Ioannis, Schildcrout, Jonathan S., Shepherd, Bryan E., Harrell, Frank E., Bajic, Vladimir B.

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 277 KB

english, 2009

32

Regression of Atherosclerosis Is Characterized by Broad Changes in the Plaque Macrophage Transcriptome

Feig, Jonathan E., Vengrenyuk, Yuliya, Reiser, Vladimir, Wu, Chaowei, Statnikov, Alexander, Aliferis, Constantin F., Garabedian, Michael J., Fisher, Edward A., Puig, Oscar, Colombo, Gualtiero

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 356 KB

english, 2012

33

The FAST-AIMS Clinical Mass Spectrometry Analysis System

Fananapazir, Nafeh, Statnikov, Alexander, Aliferis, Constantin F.

Journal:

Advances in Bioinformatics

Année:

2009

Langue:

english

Fichier:

PDF, 2.21 MB

english, 2009

34

Challenges in the Analysis of Mass-Throughput Data: A Technical Commentary from the Statistical Machine Learning Perspective

Aliferis, Constantin F., Statnikov, Alexander, Tsamardinos, Ioannis

Journal:

Cancer Informatics

Année:

2006

Langue:

english

Fichier:

PDF, 708 KB

english, 2006

35

A Novel Information Retrieval Model for High-Throughput Molecular Medicine Modalities

Wehbe, Firas H., Brown, Steven H., Massion, Pierre P., Gadd, Cynthia S., Masys, Daniel R., Aliferis, Constantin F.

Journal:

Cancer Informatics

Année:

2009

Langue:

english

Fichier:

PDF, 470 KB

english, 2009

36

Genomics and proteomics of lung disease: conference summary

Raj, J. Usha, Aliferis, Constantin, Caprioli, Richard M., Cowley, Allen W., Davies, Peter F., Duncan, Mark W., Erle, David J., Erzurum, Serpil C., Finn, Patricia W., Ischiropoulos, Harry, Kaminski, Na

Journal:

AJP Lung Cellular and Molecular Physiology

Année:

2007

Langue:

english

Fichier:

PDF, 74 KB

english, 2007

37

Dilution of molecular-pathologic gene signatures by medically associated factors might prevent prediction of resection status after debulking surgery in patients with advanced ovarian cancer.

Heitz, Florian, Kommoss, Stefan, Tourani, Roshan, Grandelis, Anthony, Uppendahl, Locke, Aliferis, Constantin, Burges, Alexander, Wang, Chen, Canzler, Ulrich, Wang, Jinhua, Belau, Antje, Prader, Sonia,

Journal:

Clinical Cancer Research

Année:

2019

Fichier:

PDF, 552 KB

2019

38

Bariatric Surgery is Associated With Decreased Progression of Nonalcoholic Fatty Liver Disease to Cirrhosis

Wirth, Keith M., Sheka, Adam C., Kizy, Scott, Irey, Ryan, Benner, Ashley, Sieger, Gretchen, Simon, Gyorgy, Ma, Sisi, Lake, John, Aliferis, Constantin, Leslie, Daniel, Marmor, Schelomo, Ikramuddin, Say

Journal:

Annals of Surgery

Année:

2020

Fichier:

PDF, 527 KB

2020

39

Computational causal discovery for post-traumatic stress in police officers

Saxe, Glenn N., Ma, Sisi, Morales, Leah J., Galatzer-Levy, Isaac R., Aliferis, Constantin, Marmar, Charles R.

Journal:

Translational Psychiatry

Année:

2020

Fichier:

PDF, 930 KB

2020