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1

Introduction to Survival Analysis in Practice

Emmert-Streib, Frank, Dehmer, Matthias

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 3.29 MB

english, 2019

2

An Introductory Review of Deep Learning for Prediction Models With Big Data

Emmert-Streib, Frank, Yang, Zhen, Feng, Han, Tripathi, Shailesh, Dehmer, Matthias

Journal:

Frontiers in Artificial Intelligence

Year:

2020

File:

PDF, 1.78 MB

2020

3

Structural information content of networks: Graph entropy based on local vertex functionals

Matthias Dehmer, Frank Emmert-Streib

Journal:

Computational Biology and Chemistry

Year:

2008

Language:

english

File:

PDF, 292 KB

english, 2008

4

Data Analytics Applications for Streaming Data From Social Media: What to Predict?

Emmert-Streib, Frank, Yli-Harja, Olli P., Dehmer, Matthias

Journal:

Frontiers in Big Data

Year:

2018

Language:

english

File:

PDF, 1.05 MB

english, 2018

5

Utilizing Social Media Data for Psychoanalysis to Study Human Personality

Emmert-Streib, Frank, Yli-Harja, Olli, Dehmer, Matthias

Journal:

Frontiers in Psychology

Year:

2019

Language:

english

File:

PDF, 507 KB

english, 2019

6

Algorithmic Computation of Knot Polynomials of Secondary Structure Elements of Proteins

Emmert-Streib, Frank

Journal:

Journal of Computational Biology

Year:

2006

Language:

english

File:

PDF, 262 KB

english, 2006

7

Influence of the Time Scale on the Construction of Financial Networks

Emmert-Streib, Frank, Dehmer, Matthias, Scalas, Enrico

Journal:

Year:

2010

Language:

english

File:

PDF, 748 KB

english, 2010

8

Against Dataism and for Data Sharing of Big Biomedical and Clinical Data with Research Parasites

Emmert-Streib, Frank, Dehmer, Matthias, Yli-Harja, Olli

Journal:

Frontiers in Genetics

Year:

2016

Language:

english

File:

PDF, 191 KB

english, 2016

9

On The Degeneracy of the Randić Entropy and Related Graph Measures

Dehmer, Matthias, Chen, Zengqiang, Mowshowitz, Abbe, Jodlbauer, Herbert, Emmert-Streib, Frank, Shi, Yongtang, Tripathi, Shailesh, Xia, Chengyi

Journal:

Information Sciences

Year:

2018

Language:

english

File:

PDF, 490 KB

english, 2018

10

Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error

Emmert-Streib, Frank, Dehmer, Matthias

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 3.06 MB

english, 2019

11

Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods

Musa, Aliyu, Dehmer, Matthias, Yli-Harja, Olli, Emmert-Streib, Frank

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

File:

PDF, 4.16 MB

2018

12

Constrained Covariance Matrices With a Biologically Realistic Structure: Comparison of Methods for Generating High-Dimensional Gaussian Graphical Models

Emmert-Streib, Frank, Tripathi, Shailesh, Dehmer, Matthias

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2019

Language:

english

File:

PDF, 14.45 MB

english, 2019

13

Identifying critical financial networks of the DJIA: Toward a network-based index

Frank Emmert-Streib, Matthias Dehmer

Journal:

Year:

2010

Language:

english

File:

PDF, 369 KB

english, 2010

14

Network biology: a direct approach to study biological function

Frank Emmert-Streib, Galina V. Glazko

Journal:

Wiley Interdisciplinary Reviews: Systems Biology and Medicine

Year:

2011

Language:

english

File:

PDF, 416 KB

english, 2011

15

Analysis of Complex Networks || Entropy, Orbits, and Spectra of Graphs

Dehmer, Matthias, Emmert-Streib, Frank

Year:

2009

Language:

english

File:

PDF, 224 KB

english, 2009

16

Analysis of Complex Networks || Graph Edit Distance– Optimal and Suboptimal Algorithms with Applications

Dehmer, Matthias, Emmert-Streib, Frank

Year:

2009

Language:

english

File:

PDF, 374 KB

english, 2009

17

Harnessing naturally randomized transcription to infer regulatory relationships among genes

Lin S Chen, Frank Emmert-Streib, John D Storey

Journal:

Year:

2007

Language:

english

File:

PDF, 2.56 MB

english, 2007

18

[IEEE 2008 First International Conference on Complexity and Intelligence of the Artificial and Natural Complex Systems. Medical Applications of the Complex Systems. Biomedical Computing (CANS) - Tirgu Mures, Romania (2008.11.8-2008.11.10)] 2008 First International Conference on Complexity and Intelligence of the Artificial and Natural Complex Systems. Medical Applications of the Complex Systems. Biomedical Computing - Network Classes and Graph Complexity Measures

Dehmer, Matthias, Borgert, Stephan, Emmert-Streib, Frank

Year:

2008

Language:

english

File:

PDF, 233 KB

english, 2008

19

Applied Statistics for Network Biology (Methods in Systems Biology) || Machine Learning Methods for Identifying Essential Genes and Proteins in Networks

Dehmer, Matthias, Emmert-Streib, Frank, Graber, Armin, Salvador, Armindo

Year:

2011

Language:

english

File:

PDF, 152 KB

english, 2011

20

The Structural Information Content of Chemical Networks

Dehmer, Matthias, Emmert-Streib, Frank

Journal:

Zeitschrift für Naturforschung A

Year:

2008

Language:

english

File:

PDF, 142 KB

english, 2008

21

Mathematical Foundations and Applications of Graph Entropy || Entropy and Renormalization in Chaotic Visibility Graphs

Dehmer, Matthias, Emmert-Streib, Frank, Chen, Zengqiang, Li, Xueliang, Shi, Yongtang

Year:

2016

Language:

english

File:

PDF, 906 KB

english, 2016

22

Quantitative Graph Theory: A new branch of graph theory and network science

Dehmer, Matthias, Emmert-Streib, Frank, Shi, Yongtang

Journal:

Information Sciences

Year:

2017

Language:

english

File:

PDF, 636 KB

english, 2017

23

Scaling and Volatility of Breakouts and Breakdowns in Stock Price Dynamics

Liu, Lu, Wei, Jianrong, Huang, Jiping, Emmert-Streib, Frank

Journal:

Year:

2013

Language:

english

File:

PDF, 675 KB

english, 2013

24

Comments to “Quantification of network structural dissimilarities” published by Schieber et al

Dehmer, Matthias, Emmert-Streib, Frank

Journal:

Mathematical Methods in the Applied Sciences

Year:

2018

Language:

english

File:

PDF, 145 KB

english, 2018

25

Defending one's friends, not one's enemies: A social network analysis of children's defending, friendship, and dislike relationships using XPNet

Oldenburg, Beau, Van Duijn, Marijtje, Veenstra, René, Emmert-Streib, Frank

Journal:

Year:

2018

Language:

english

File:

PDF, 7.26 MB

english, 2018

26

Statistical Inference and Reverse Engineering of Gene Regulatory Networks from Observational Expression Data

Emmert-Streib, Frank, Glazko, Galina V., Altay, Gökmen, de Matos Simoes, Ricardo

Journal:

Frontiers in Genetics

Year:

2012

Language:

english

File:

PDF, 851 KB

english, 2012

27

Lessons from the Human Genome Project: Modesty, Honesty, and Realism

Emmert-Streib, Frank, Dehmer, Matthias, Yli-Harja, Olli

Journal:

Frontiers in Genetics

Year:

2017

Language:

english

File:

PDF, 345 KB

english, 2017

28

Can Twitter be used to predict county excessive alcohol consumption rates?

Curtis, Brenda, Giorgi, Salvatore, Buffone, Anneke E. K., Ungar, Lyle H., Ashford, Robert D., Hemmons, Jessie, Summers, Dan, Hamilton, Casey, Schwartz, H. Andrew, Emmert-Streib, Frank

Journal:

Year:

2018

File:

PDF, 10.39 MB

2018

29

Can Twitter be used to predict county excessive alcohol consumption rates?

Curtis, Brenda, Giorgi, Salvatore, Buffone, Anneke E. K., Ungar, Lyle H., Ashford, Robert D., Hemmons, Jessie, Summers, Dan, Hamilton, Casey, Schwartz, H. Andrew, Emmert-Streib, Frank

Journal:

Year:

2018

Language:

english

File:

PDF, 10.39 MB

english, 2018

30

Inference of Genome-Scale Gene Regulatory Networks: Are There Differences in Biological and Clinical Validations?

Emmert-Streib, Frank, Dehmer, Matthias

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 623 KB

english, 2018

31

Towards detecting structural branching and cyclicity in graphs: A polynomial-based approach

Dehmer, Matthias, Chen, Zengqiang, Emmert-Streib, Frank, Mowshowitz, Abbe, Shi, Yongtang, Tripathi, Shailesh, Zhang, Yusen

Journal:

Information Sciences

Year:

2019

Language:

english

File:

PDF, 1.38 MB

english, 2019

32

Hosoya entropy of fullerene graphs

Ghorbani, Modjtaba, Dehmer, Matthias, Rajabi-Parsa, Mina, Emmert-Streib, Frank, Mowshowitz, Abbe

Journal:

Applied Mathematics and Computation

Year:

2019

Language:

english

File:

PDF, 738 KB

english, 2019

33

Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error

Emmert-Streib, Frank, Dehmer, Matthias

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

File:

PDF, 3.06 MB

2019

34

On efficient network similarity measures

Dehmer, Matthias, Chen, Zengqiang, Shi, Yongtang, Zhang, Yusen, Tripathi, Shailesh, Ghorbani, Modjtaba, Mowshowitz, Abbe, Emmert-Streib, Frank

Journal:

Applied Mathematics and Computation

Year:

2019

Language:

english

File:

PDF, 1.04 MB

english, 2019

35

L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository

Musa, Aliyu, Tripathi, Shailesh, Dehmer, Matthias, Emmert-Streib, Frank

Journal:

Frontiers in Genetics

Year:

2019

Language:

english

File:

PDF, 1.87 MB

english, 2019

36

Analysis of Complex Networks (From Biology to Linguistics) ||

Dehmer, Matthias, Emmert‐Streib, Frank

Year:

2009

Language:

english

File:

PDF, 5.62 MB

english, 2009

37

Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods

Musa, Aliyu, Dehmer, Matthias, Yli-Harja, Olli, Emmert-Streib, Frank

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 4.16 MB

english, 2018

38

Combining deep learning with token selection for patient phenotyping from electronic health records

Yang, Zhen, Dehmer, Matthias, Yli-Harja, Olli, Emmert-Streib, Frank

Journal:

Scientific Reports

Year:

2020

Language:

english

File:

PDF, 2.04 MB

english, 2020

39

The watching system as a generalization of identifying code

Ghorbani, Modjtaba, Dehmer, Matthias, Maimani, Hamidreza, Maddah, Sheyda, Roozbayani, Maryam, Emmert-Streib, Frank

Journal:

Applied Mathematics and Computation

Year:

2020

File:

PDF, 846 KB

2020

40

In-flight Wind Field Identification and Prediction of Parafoil Systems

Gao, Haitao, Tao, Jin, Dehmer, Matthias, Emmert-Streib, Frank, Sun, Qinglin, Chen, Zengqiang, Xie, Guangming, Zhou, Quan

Journal:

Applied Sciences

Year:

2020

File:

PDF, 2.88 MB

2020

41

Relations and bounds for the zeros of graph polynomials using vertex orbits

Dehmer, Matthias, Emmert-Streib, Frank, Mowshowitz, Abbe, IliÄ, Aleksandar, Chen, Zengqiang, Yu, Guihai, Feng, Lihua, Ghorbani, Modjtaba, Varmuza, Kurt, Tao, Jin

Journal:

Applied Mathematics and Computation

Year:

2020

File:

PDF, 1.07 MB

2020

42

Explainable artificial intelligence and machine learning: A reality rooted perspective

EmmertâStreib, Frank, YliâHarja, Olli, Dehmer, Matthias

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2020

File:

PDF, 1000 KB

2020

43

Fault tolerance of information processing in gene networks

Frank Emmert-Streib, Matthias Dehmer

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2009

Language:

english

File:

PDF, 1.34 MB

english, 2009

44

A similarity measure for graphs with low computational complexity

Matthias Dehmer, Frank Emmert-Streib, Jürgen Kilian

Journal:

Applied Mathematics and Computation

Year:

2006

Language:

english

File:

PDF, 317 KB

english, 2006

45

Topological mappings between graphs, trees and generalized trees

Frank Emmert-Streib, Matthias Dehmer

Journal:

Applied Mathematics and Computation

Year:

2007

Language:

english

File:

PDF, 163 KB

english, 2007

46

Comparing large graphs efficiently by margins of feature vectors

Matthias Dehmer, Frank Emmert-Streib

Journal:

Applied Mathematics and Computation

Year:

2007

Language:

english

File:

PDF, 313 KB

english, 2007

47

Information theoretic measures of UHG graphs with low computational complexity

Frank Emmert-Streib, Matthias Dehmer

Journal:

Applied Mathematics and Computation

Year:

2007

Language:

english

File:

PDF, 216 KB

english, 2007

48

Structural similarity of directed universal hierarchical graphs: A low computational complexity approach

Matthias Dehmer, Frank Emmert-Streib

Journal:

Applied Mathematics and Computation

Year:

2007

Language:

english

File:

PDF, 276 KB

english, 2007

49

A comparative analysis of multidimensional features of objects resembling sets of graphs

Matthias Dehmer, Frank Emmert-Streib, Tanja Gesell

Journal:

Applied Mathematics and Computation

Year:

2008

Language:

english

File:

PDF, 311 KB

english, 2008

50

Structural influence of gene networks on their inference: analysis of C3NET

Gökmen Altay, Frank Emmert-Streib

Journal:

Year:

2011

Language:

english

File:

PDF, 904 KB

english, 2011

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