@misc{dehmer_habilit,
author = {M. Dehmer},
title = {Analysis of Complex Networks: Graph and Information-theoretic Methods},
note = {{C}umulative {H}abilitation {T}hesis},
school = {TU Wien},
year = {2008}
}
@phdthesis{dehmer_diss,
author = {M. Dehmer},
title = {Strukturelle Analyse web-basierter Dokumente},
publisher = {Deutscher Universit\"ats Verlag},
year = {2006},
address = {Wiesbaden},
series = {Multimedia und Telekooperation}
}
@misc{dehmer_diploma,
author = {M. Dehmer},
title = {Schrankens\"atze in der analytischen Theorie der Polynome},
note = {{D}iploma {T}hesis},
school = {UGH-Siegen},
year = {1998}
}
@book{dehmer_book_2011,
author = {M. Dehmer},
title = {Machine Learning Approach for Network Analysis: Novel Graph Classes and Classification Techniques},
publisher = {Wiley Publishing},
note = {to appear},
year = {2011}
}
@book{dehmer_book_2006,
author = {M. Dehmer},
title = {Strukturelle Analyse Web-basierter Dokumente, Gabler Edition Wissenschaft},
editor = {F. Lehner and F. Bodendorf},
publisher = {Gabler Edition Wissenschaft, Deutscher Universit\"atsverlag},
series = {Multimedia und Telekooperation},
year = {2006}
}
@book{dehmer_book_2004,
author = {M. Dehmer},
title = {Die analytische Theorie der Polynome. Nullstellenschranken f\"ur komplexwertige Polynome},
publisher = {Weissensee-Verlag},
note = {Berlin},
year = {2004}
}
@book{dehmer_varmurza_book_editor_2012,
editor = {M. Dehmer and K. Varmuza and D. Bonchev},
title = {Statistical Modelling of Molecular Descriptors in QSAR/QSPR},
publisher = {Wiley-VCH},
note = {to appear},
year = {2012}
}
@book{dehmer_emmert_book_editor_2012,
editor = {M. Dehmer and F. Emmert-Streib and A. Mehler},
title = {Towards an Information Theory of Complex Networks: Statistical Methods and Applications},
publisher = {Birkh\"auser Publishing},
note = {to appear},
year = {2012}
}
@book{dehmer_emmert_book_editor_2011,
editor = {M. Dehmer and F. Emmert-Streib and A. Graber and A. Salvador},
title = {Applied Statistics for Network Biology: Methods in Systems Biology},
publisher = {Wiley-VCH},
note = {to appear},
year = {2011}
}
@book{dehmer_birk_book_2010,
editor = {M. Dehmer},
title = {Structural Analysis of Complex Networks},
publisher = {Birkh\"auser Publishing},
note = {in press},
year = {2010}
}
@book{emmert_dehmer_book_2010,
editor = {F. Emmert-Streib and M. Dehmer},
title = {Medical Biostatistics for Complex Diseases},
publisher = {Wiley VCH Publishing},
year = {2010}
}
@book{dehmer_emmert_book_2009,
editor = {M. Dehmer and F. Emmert-Streib},
title = {Analysis of Complex Networks: From Biology to Linguistics},
publisher = {Wiley VCH Publishing},
year = {2009}
}
@book{emmert_dehmer_microarray_wiley_book_2008,
editor = {F. Emmert-Streib and M. Dehmer},
title = {Analysis of Microarray Data: A Network-based Approach},
publisher = {Wiley VCH Publishing},
year = {2010}
}
@book{emmert_dehmer_springer_IT_book_2008,
editor = {F. Emmert-Streib and M. Dehmer},
title = {Information Theory and Statistical Learning},
publisher = {Springer},
year = {2008},
note = {New York, USA}
}
@book{dehmer_proceedings_ITSL_2008,
editor = {M. Dehmer and M. Drmota and F. Emmert-Streib},
title = {Proceedings of the 2008 International Conference on Information Theory and Statistical Learning (ITSL’08)},
publisher = {CSREA Press},
year = {2008}
}
@book{dehmer_proceedings_MLMTA_2007,
editor = { H. R. Arabnia and M. Dehmer and F. Emmert-Streib},
title = {Proceedings of the 2007 International Conference on Machine Learning: Models, Technologies and Applications (MLMTA’07)},
publisher = {CSREA Press},
year = {2007}
}
@book{arabnia_dehmer_proceedings_BIOCOMP_2007,
editor = {H. R. Arabnia and et al.},
title = {Proceedings of the 2007 International Conference on Bioinformatics and Computational Biology (BIOCOMP’07)},
publisher = {CSREA Press},
note = {M. Dehmer (Associate Editor)},
year = {2007}
}
@book{arabnia_dehmer_proceedings_ICAI_2007,
editor = {H. R. Arabnia and et al.},
title = {Proceedings of the 2007 International Conference on Artificial Intelligence (ICAI’07)},
publisher = {CSREA Press},
note = {M. Dehmer (Associate Editor)},
year = {2007}
}
@book{arabnia_dehmer_proceedings_CSC_2007,
editor = {H. R. Arabnia and et al.},
title = {Proceedings of the 2007 International Conference on Scientific Computing (CSC’07)},
publisher = {CSREA Press},
note = {M. Dehmer (Associate Editor)},
year = {2007}
}
@book{arabnia_dehmer_proceedings_GEM_2007,
editor = {H. R. Arabnia and et al.},
title = {Proceedings of the 2007 International Conference on Genetic and Evolutionary Methods (GEM’07)},
publisher = {CSREA Press},
note = {M. Dehmer (Associate Editor)},
year = {2007}
}
@book{arabnia_dehmer_proceedings_USA_2006,
editor = {H. R. Arabnia and H. Valafar and M. Dehmer},
title = {Proceedings of the 2006 International Conference on Bioinformatics \& Computational Biology},
publisher = {CSREA Press},
note = {Las Vegas, Nevada, USA. M. Dehmer (Associate Editor)},
year = {2006}
}
@book{meller_etal_machine_learning_2007,
editor = {J. Meller and W. Nowak and F. Emmert-Streib and M. Dehmer},
title = {Machine learning Approaches in Bioinformatics},
publisher = {Peter Lang Publishing},
note = {Las Vegas, Nevada, USA. F. Emmert-Streib and M. Dehmer (Series Editors)},
year = {2007}
}
@incollection{dehmer_mowshowitz_chapter_2010,
author = {M. Dehmer and A. Mowshowitz},
title = {On Measuring the Complexity of Sets of Graphs Using Graph Entropy},
booktitle = {Advanced Computational Technologies},
publisher = {Romanian Academy Press},
year = {2010},
editor = {F. Enachescu and F. G. Filip and B. Iantovics},
pages = {},
note = {accepted}
}
@incollection{dehmer_varmuza_chapter_2010,
author = {M. Dehmer and K. Varmuza},
title = {On Aspects of the Degeneracy of Topological Indices},
booktitle = {Advanced Computational Technologies},
publisher = {Romanian Academy Press},
year = {2010},
editor = {F. Enachescu and F. G. Filip and B. Iantovics},
pages = {},
note = {accepted}
}
@incollection{dehmer_graber_chapter_2010,
author = {M. Dehmer and A. Graber},
title = {Recent Developments on Information-theoretic Descriptors to Analyze Networks},
booktitle = {Novel Molecular Structure Descriptors - Theory and Applications I},
publisher = {Mathematical Chemistry Monographs},
number = {8},
year = {2010},
editor = {I. Gutman and B. Furtula},
pages = {21-38}
}
@incollection{dehmer_emmert_chapter_2010,
author = {M. Dehmer and F. Emmert-Streib},
title = {Mining Graph Patterns in Web-based Systems: A Conceptual View},
booktitle = {Genres on the Web: Computational Models and Empirical Studies},
publisher = {Springer},
year = {2010},
editor = {A. Mehler and S. Sharoff and G. Rehm and M. Santini},
pages = {237-253}
}
@incollection{dehmer_hindawi_2010,
author = {M. Dehmer and F. Emmert-Streib and Y. Tsoy and K. Varmuza},
title = {Quantifying Structural Complexity of Graphs: Information Measures in Mathematical Chemistry},
booktitle = {Quantum Frontiers of Atoms and Molecules},
publisher = {Nova Publishing},
editor = {M. Putz},
note = {to appear},
year = {2010},
pages = {}
}
@incollection{dehmer_emmert_chapter_2008,
author = {M. Dehmer and F. Emmert-Streib},
title = {Detecting Pathological Pathways of a Complex Disease by a Comparative Analysis of Networks},
booktitle = {Analysis of Microarray Data: A Network-based Approach},
publisher = {Wiley-VCH Publishing},
year = {2008},
editor = {F. Emmert-Streib and M. Dehmer},
pages = {285-303}
}
@article{dehmer_mowshowitz_2010,
author = {M. Dehmer and A. Mowshowitz},
title = {A History of Graph Entropy Measures},
journal = {Information Sciences},
year = {2011},
volume = {1},
issue = {1},
pages = {57-78}
}
@article{dehmer_mowshowitz_emmert_1_2011,
author = {M. Dehmer and A. Mowshowitz and F. Emmert-Streib},
title = {Connections between Classical and Parametric Network Entropies},
journal = {PLoS ONE},
volume = {6},
issue = {1},
year = {2011},
pages = {e15733}
}
@article{balasubramanian_etal_biomarkers_2010,
author = {R. Balasubramanian and L. M\"uller and K. Kugler and W. Hackl and L. Pleyer and M. Dehmer and A. Graber},
title = {The Impact of Storage Effects in Biobanks on Biomarker Discovery in Systems Biology Studies},
journal = {Biomarkers},
year = {2010},
volume = {15},
number = {8},
pages = {677-683}
}
@article{dehmer_bmc_2010,
author = {M. Dehmer and N. Barbarini and K. Varmuza and A. Graber},
title = {Novel Topological Descriptors for Analyzing Biological Networks},
journal = {BMC Structural Biology},
year = {2010},
volume = {10},
number = {18},
pages = {}
}
@article{dehmer_plos_2010,
author = {M. Dehmer and L. M\"uller and A. Graber},
title = {New Polynomial-Based Molecular Descriptors with Low Degeneracy},
journal = {PLoS ONE},
year = {2010},
volume = {5},
number = {7},
pages = {e11393}
}
@article{dehmer_emmert_tsoy_RUS_2010,
author = {M. Dehmer and F. Emmert-Streib and Y. R. Tsoy and K. Varmuza},
title = {Novel Information Measure for the Analysis of Chemical Graphs},
journal = {Bulletin of the Tomsk Polytechnic University},
volume = {316},
number = {5},
year = {2010},
pages = {5-11},
note = {In Russian}
}
@article{dehmer_popovscaia_2010,
author = {M. Dehmer and M. Popovscaia},
title = {Towards Structural Network Analysis},
journal = {Buletinul Academiei de Stiinte a Republicii Moldova},
year = {2010},
volume = {1},
number = {62},
pages = {3-22}
}
@article{dehmer_mowshowitz_AMC_2010,
author = {M. Dehmer and A. Mowshowitz},
title = {Inequalities for Entropy-Based Measures of Network Information Content},
year = {2010},
journal = {Applied Mathematics and Computation},
volume = {215},
issue = {12},
pages = {4263-4271}
}
@article{diudea_dehmer_2011,
author = {M. V. Diudea and A. Ili\'{c} and K. Varmuza and M. Dehmer},
title = {Network Analysis Using a Novel Highly Discriminating Topological Index},
journal = {Complexity},
year = {2011},
pages = {},
note = {accepted}
}
@article{emmert_streib_dehmer1_2010,
author = {F. Emmert-Streib and M. Dehmer},
title = {Networks for Systems Biology: Conceptual Connection of Data and Function},
journal = {IET Systems Biology},
year = {2010},
note = {accepted}
}
@article{emmert_streib_dehmer_PloS_2010,
author = {F. Emmert-Streib and M. Dehmer},
title = {Influence of the Time Scale on the Construction of Financial Networks},
journal = {Complexity, PLoS ONE},
year = {2010},
volume = {5},
issue = {9},
pages = {e12884}
}
@article{emmert_streib_dehmer_Complexity_2010,
author = {F. Emmert-Streib and M. Dehmer},
title = {Identifying Critical Financial Networks of the DJIA: Toward(s) a Network based Index},
journal = {Complexity},
year = {2010},
volume = {16},
issue = {1},
pages = {24-33}
}
@article{mowshowitz_dehmer_2010_symm,
author = {A. Mowsho\-witz and M. Dehmer},
title = {A Symmetry Index for Graphs},
journal = {Symmetry: Culture and Science},
year = {2010},
volume = {21},
number = {4},
pages = {321-327}
}
@article{molina_dehmer_2010,
author = {F. Molina and M. Dehmer and P. Perco and A. Graber and M. Girolami and G. Spasovski and J. P. Schanstra and A. Vlahou},
title = {Systems Biology: Opening new avenues in clinical research},
journal = {Nephrology Dialysis Transplantation},
year = {2010},
volume = {25},
issue = {4},
pages = {1015-1018}
}
@article{mueller_Rpackage_2010,
author = {L. M\"uller and K. Kugler and A. Dander and A. Graber and M. Dehmer},
title = {Qu{A}{C}{N} – An {R} Package for Analyzing Complex Biological Networks Quantitatively},
journal = {Bioinformatics},
year = {2010},
volume = {27},
number = {1},
pages = {140-141}
}
@article{borgert_2009,
author = {S. Borgert and M. Dehmer and E. Aitenbichler},
title = {On quantitative Network Complexity Measures for Business Process Models},
year = {2009},
journal = {Acta Universitates Apulensis},
note = {accepted},
volume = {}
}
@article{dehmer_borgert_2009,
author = {M. Dehmer and S. Borgert},
title = {Information Measures to Characterize Weighted Chemical Structures},
year = {2009},
journal = {Acta Universitates Apulensis},
note = {accepted},
volume = {}
}
@article{dehmer_plos1_2009,
author = {M. Dehmer and N. Barbarini and K. Varmuza and A. Graber},
title = {A Large Scale Analysis of Information-Theoretic Network Complexity Measures Using Chemical Structures},
journal = {PLoS ONE},
year = {2009},
volume = {4},
number = {12},
pages = {e8057}
}
@article{dehmer_borgert_bonchev_2008,
author = {M. Dehmer and S. Borgert and D. Bonchev},
title = {Information Inequalities for Graphs},
year = {2008},
journal = {Symmetry: Culture and Science. Symmetry in Nanostructures (Special issue edited by M. Diudea)},
volume = {19},
issue = {4},
pages = {269-284}
}
@article{dehmer_varmuza_2009,
author = {M. Dehmer and K. Varmuza and S. Borgert and F. Emmert-Streib},
title = {On Entropy-based Molecular Descriptors: Statistical Analysis of Real and Synthetic Chemical Structures},
year = {2009},
journal = {J. Chem. Inf. Model.},
volume = {49},
pages = {1655-1663}
}
@article{DehmBorg08_struc_objects,
author = {M. Dehmer and S. Borgert},
title = {Characterizing Classes of Structured Objects by Means of Information Inequalities},
journal = {Cybernetics and Systems},
year = {2009},
volume = {40},
number = {3},
pages = {249-258}
}
@article{emmert_dehmer_bmc_2009,
author = {F. Emmert-Streib and M. Dehmer},
title = {Hierarchical coordination of periodic genes in the cell cycle of Saccharomyces cerevisiae},
journal = {BMC Systems Biology},
year = {2009},
volume = {3},
issue = {76},
pages = {}
}
@article{emmert_dehmer_plos1_2009,
author = {F. Emmert-Streib and M. Dehmer},
title = {Predicting cell cycle regulated genes by causal interactions},
journal = {PLoS ONE},
year = {2009},
volume = {4},
issue = {8},
pages = {e6633}
}
@article{emmert_streib_dehmer_bmc_2009,
author = {F. Emmert-Streib and M. Dehmer},
title = {Information processing in the transcriptional regulatory network of yeast: Functional robustness},
journal = {BMC Systems Biology},
year = {2009},
volume = {3},
issue = {35},
pages = {}
}
@article{emmert_streib_dehmer_2009,
author = {F. Emmert-Streib and M. Dehmer},
title = {Fault tolerance of information processing in gene networks},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2009},
volume = {338},
number = {4},
pages = {541-548}
}
@article{dehmer_CBAC_2008,
author = {M. Dehmer and F. Emmert-Streib},
title = {Structural Information Content of Networks: Graph Entropy based on Local Vertex Functionals},
journal = {Computational Biology and Chemistry},
year = {2008},
volume = {32},
issue = {2},
pages = {131-138}
}
@article{dehmer_emmert_StructInformContent_2008,
author = {M. Dehmer and F. Emmert-Streib},
title = {The Structural Information Content of Chemical Networks},
journal = {Zeitschrift f\"ur Naturforschung A},
year = {2008},
volume = {63},
issue = {3-4},
pages = {155-158}
}
@article{dehmer_plos1_2008,
author = {M. Dehmer and S. Borgert and F. Emmert-Streib},
title = {Entropy Bounds for Molecular Hierarchical Networks},
journal = {PLoS ONE},
year = {2008},
volume = {3},
number = {8},
pages = {e3079}
}
@article{dehmer_AAI_2008,
author = {M. Dehmer},
title = {Information-theoretic Concepts for the Analysis of complex Networks},
journal = {Applied Artificial Intelligence},
year = {2008},
volume = {22},
issue = {7-8},
pages = {684-706}
}
@article{dehmer_AMC_2008_entropy,
author = {M. Dehmer},
title = {Information Processing in Complex Networks: Graph Entropy and Information Functionals},
journal = {Applied Mathematics and Computation},
year = {2008},
volume = {201},
issue = {1-2},
pages = {82-94}
}
@article{dehmer_cby_2008,
author = {M. Dehmer},
title = {A Novel Method for Measuring the Structural Information Content of Networks},
journal = {Cybernetics and Systems},
year = {2008},
volume = {39},
issue = {8},
pages = {825-842}
}
@article{dehmer_AMC_2008_style,
author = {M. Dehmer and F. Emmert-Streib and T. Gesell},
title = {A comparative analysis of multidimensional features of objects resembling sets of graphs},
journal = {Applied Mathematics and Computation},
year = {2008},
volume = {196},
issue = {1},
pages = {221-235}
}
@article{emmert_streib_dehmer_stauffer_2007_2,
author = {F. Emmert-Streib and M. Dehmer},
title = {Robustness in Scale-free Networks: Comparing Directed and Undirected Networks},
journal = {International Journal of Modern Physics C},
year = {2008},
volume = {19},
number = {5},
pages = {717-726}
}
@article{dehmer_2007_zeros,
author = {M. Dehmer and J. Kilian},
title = {On Bounds For The Zeros of Univariate Polynomials},
journal = {International Journal of Applied Mathematics and Commuter Science},
year = {2007},
volume = {4},
number = {2},
pages = {118-123}
}
@article{dehmer_emmert_2007,
author = {M. Dehmer and F. Emmert-Streib},
title = {Structural similarity of directed universal hierarchical graphs: A low computational complexity approach},
journal = {Applied Mathematics and Computation},
year = {2007},
volume = {194},
number = {1},
pages = {7-20}
}
@article{dehmer_tatra,
author = {M. Dehmer and A. Mehler},
title = {A new method of measuring similarity for a special class of directed graphs},
journal = {Tatra Mountains Mathematical Publications},
year = {2007},
volume = {36},
pages = {39-59}
}
@article{dehmer_AMC_2007_margins,
author = {M. Dehmer and F. Emmert-Streib},
title = {Comparing Large Graphs Efficiently by Margins of Feature Vectors},
journal = {Applied Mathematics and Computation},
year = {2007},
volume = {188},
number = {2},
pages = {1699-1710}
}
@article{emmert_2007_power_low_noise,
author = {F. Emmert-Streib and M. Dehmer},
title = {Nonlinear Time Series Prediction based on a Power-Law Noise Model},
journal = {International Journal of Modern Physics C},
year = {2007},
volume = {18},
number = {12},
pages = {1839-1852}
}
@article{emmert_streib_dehmer_entropy,
author = {F. Emmert-Streib and M. Dehmer},
title = {Information Theoretic Measures of {{UHG}} Graphs with Low Computational Complexity},
journal = {Applied Mathematics and Computation},
year = {2007},
volume = {190},
issue = {2},
pages = {1783-1794}
}
@article{emmert_AMC_GT,
author = {F. Emmert-Streib and M. Dehmer},
title = {Topological Mappings between Graphs, Trees and Generalized Trees},
journal = {Applied Mathematics and Computation},
year = {2007},
volume = {186},
number = {2},
pages = {1326-1333}
}
@article{dehmer_emmert_2006_AMC,
author = {M. Dehmer and F. Emmert-Streib and J. Kilian},
title = {A similarity measure for graphs with low computational complexity},
journal = {Applied Mathematics and Computation},
year = {2006},
volume = {182},
issue = {1},
pages = {447-459}
}
@article{dehmer_emmert_2006_graph_mining,
author = {M. Dehmer and F. Emmert-Streib and O. Wolkenhauer},
title = {Perspectives of Graph Mining Techniques},
journal = {Rostocker Informatik Berichte},
year = {2006},
volume = {30},
issue = {2},
pages = {47-57}
}
@article{dehmer_2006_zeros,
author = {M. Dehmer},
title = {On the location of zeros of complex polynomials},
journal = {Journal of Inequalities in Pure and Applied Mathematics},
year = {2006},
volume = {7},
issue = {1}
}
@article{dehmer_enformatika_1,
author = {M. Dehmer and F. Emmert-Streib and A. Mehler and J. Kilian},
title = {Measuring the Structural Similarity of Web-based Documents: A novel Approach},
journal = {International Journal of Computational Intelligence},
volume = {3},
number = {1},
year = {2006},
pages = {1-7}
}
@article{dehmer_2005,
author = {M. Dehmer},
title = {Data Mining-Konzepte und graphentheoretische Methoden zur Analyse web-basierter Daten},
journal = {Journal of Computational Linguistics and Language Technology},
volume = {},
number = {},
year = {2005},
pages = {113-143}
}
@article{emmert_generank,
author = {F. Emmert-Streib and M. Dehmer and J. Liu and M. M\"uhlh\"auser},
title = {Ranking Genes from {{DNA}} Microarray Data of Cervical Cancer by a local Tree Comparison},
journal = {International Journal of Biomedical Science},
year = {2006},
volume = {1},
number = {1},
pages = {17-22}
}
@inproceedings{kugler_BIOCOMP_2010,
author = {K. G. Kugler and L. A. J. M\"uller and R. K. Gallasch and A. Graber and M. Dehmer},
title = {A Novel Majority Vote Count Algorithm for Integrative Analysis of Association Networks},
booktitle = {Proceedings of the 2010 Conference on Bioinformatics \& Computational Biology (BIOCOMP’10), Las Vegas, USA},
publisher = {CSREA Press},
editor = {H. R. Arabnia and M. Q. Yang},
year = {2010},
pages = {62-67}
}
@inproceedings{mueller_BIOCOMP_2010,
author = {L. A. J. M\"uller and K. G. Kugler and A. Dander and A. Graber and M. Dehmer},
title = {A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures},
booktitle = {Proceedings of the 2010 Conference on Bioinformatics \& Computational Biology (BIOCOMP’10), Las Vegas, USA},
publisher = {CSREA Press},
editor = {H. R. Arabnia and M. Q. Yang},
year = {2010},
pages = {55-61}
}
@inproceedings{Borgert_UICS_2009,
author = {S. Borgert and M. Dehmer and E. Aitenbichler},
title = {A Comparative Study of Complexity Measure to Analyze Business Process Models},
booktitle = {Proceedings of the International Symposium on Understanding Intelligent and Complex Systems 2009},
year = {2009},
pages = {}
}
@inproceedings{Dehmer_UICS_2009,
author = {M. Dehmer and S. Borgert},
title = {On the Information Content of Weighted Chemical Structures},
booktitle = {Proceedings of the International Symposium on Understanding Intelligent and Complex Systems 2009},
year = {2009},
pages = {}
}
@incollection{dehmer_complex09_2009,
author = {M. Dehmer and F. Emmert-Streib},
title = {Towards Network Complexity},
booktitle = {Complex Sciences},
optcrossref = {},
optkey = {},
pages = {707-714},
year = {2009},
editor = {J. Zhou},
volume = {4},
optnumber = {},
series = {Lecture Notes of the Institute for Computer Sciences, Social
Informatics and Telecommunications Engineering},
optaddress = {},
optmonth = {},
optorganization = {},
publisher = {Springer, Berlin/Heidelberg, Germany},
optnote = {},
optannote = {}
}
@incollection{emmert_complex09_2009,
author = {F. Emmert-Streib and M. Dehmer},
title = {Towards a Partitioning of the Input Space of Boolean Networks: Variable Selection using Bagging},
booktitle = {Complex Sciences},
optcrossref = {},
optkey = {},
pages = {715-723},
year = {2009},
editor = {J. Zhou},
volume = {4},
optnumber = {},
series = {Lecture Notes of the Institute for Computer Sciences, Social
Informatics and Telecommunications Engineering},
optaddress = {},
optmonth = {},
optorganization = {},
publisher = {Springer, Berlin/Heidelberg, Germany},
optnote = {},
optannote = {}
}
@incollection{emmert_dehmer_complex09_2009,
author = {F. Emmert-Streib and M. Dehmer},
title = {Organizational Structure of the Transcriptional Regulatory Network of Yeast: Periodic Genes},
booktitle = {Complex Sciences},
optcrossref = {},
optkey = {},
pages = {140-148},
year = {2009},
editor = {J. Zhou},
volume = {4},
optnumber = {},
series = {Lecture Notes of the Institute for Computer Sciences, Social
Informatics and Telecommunications Engineering},
optaddress = {},
optmonth = {},
optorganization = {},
publisher = {Springer, Berlin/Heidelberg, Germany},
optnote = {},
optannote = {}
}
@inproceedings{dehmer_CANS_2008,
author = {M. Dehmer and S. Borgert and F. Emmert-Streib},
title = {Network Classes and Graph Complexity Measures},
booktitle = {First International Conference on Complexity and Intelligence of the Artificial and Natural Complex Systems, Medical Applications of the Complex Systems, Biomedical Computing (CANS'08)},
optcrossref = {},
optkey = {},
pages = {77-84},
year = {2008},
editor = {B. Iantovics and C. Enachescu and F. Filip},
optvolume = {},
optnumber = {},
optseries = {},
optaddress = {},
optmonth = {},
optorganization = {},
publisher = {Petru Maior University Press, Targu Mures, Romania},
optnote = {},
optannote = {}
}
@inproceedings{dehmer_p21,
author = {M. Dehmer and S. Borgert and F. Emmert-Streib},
title = {Investigating Network Classes by Measuring Their Complexity},
booktitle = {Complexity in artificial and natural systems},
optcrossref = {},
optkey = {},
pages = {100-107},
year = {2008},
editor = {B. Iantovics and C. Enachescu and F. Filip},
optvolume = {},
optnumber = {},
optseries = {},
optaddress = {},
optmonth = {},
optorganization = {},
publisher = {Petru Maior University Press, Targu Mures, Romania},
optnote = {},
optannote = {}
}
@inproceedings{dehmer_MLMTA08,
author = {M. Dehmer},
title = {Relations Between the Topological Complexities of Complex Networks},
booktitle = {Proceedings of the 2008 International Conference on Machine Learning: Models, Technologies \& Applications (MLMTA'08), Las Vegas/USA},
year = {2008},
pages = {855-858}
}
@inproceedings{emmert_dehmer_CANS_2008,
author = {F. Emmert-Streib and M. Dehmer},
title = {Towards a Channel Capacity of Communication Networks},
booktitle = {First International Conference on Complexity and Intelligence of the Artificial and Natural Complex Systems, Medical Applications of the Complex Systems, Biomedical Computing (CANS'08)},
year = {2008},
pages = {94-99}
}
@inproceedings{emmert_em_p22,
author = {F. Emmert-Streib and M. Dehmer},
title = {Quantifying communication capabilities of Networks},
booktitle = {Complexity in artificial and natural systems},
optcrossref = {},
optkey = {},
pages = {115-119},
year = {2008},
editor = {B. Iantovics and C. Enachescu and F. Filip},
optvolume = {},
optnumber = {},
optseries = {},
optaddress = {},
optmonth = {},
optorganization = {},
publisher = {Petru Maior University Press},
optnote = {},
optannote = {}
}
@inproceedings{dehmer_GT_MLMTA07,
author = {M. Dehmer and A. Mehler and F. Emmert-Streib},
title = {Graph-theoretical Characterizations of Generalized Trees},
booktitle = {Proceedings of the International Conference on Machine Learning: Models, Technologies \& Applications (MLMTA'07), Las Vegas/USA},
year = {2007},
pages = {113-117}
}
@inproceedings{dehmer_web_MLMTA07,
author = {M. Dehmer and F. Emmert-Streib and A. Zulauf},
title = {A Graph Mining Technique for Automatic Classification of Web Genre Data},
booktitle = {Proceedings of the International Conference on Machine Learning: Models, Technologies \& Applications (MLMTA'07), Las Vegas/USA},
year = {2007}
}
@inproceedings{emmert_dehmer_BIONETIC_2007,
author = {F. Emmert-Streib and M. Dehmer},
title = {Global information processing in gene networks: {F}ault Tolerance},
booktitle = {Proceedings of the bio-inspired models of network, information, and computing systems, {B}ionetics 2007},
optcrossref = {},
optkey = {},
optpages = {326-329},
year = {2007}
}
@inproceedings{emmert_pareto_19,
author = {Frank Emmert-Streib and Matthias Dehmer},
title = {Optimization Procedure for Predicting Nonlinear Time Series
based on a non-Gaussian Noise Model},
booktitle = {MICAI 2007: Advances in Artificial Intelligence, Lecture
Notes in Computes Science (LNCS), Lecture Notes in Artificial
Intelligence},
optcrossref = {},
optkey = {},
optpages = {540-549},
year = {2007},
opteditor = {J. G. Carbonell and J. Siekmann},
optvolume = {4827},
optnumber = {},
optseries = {},
optaddress = {},
optmonth = {},
optorganization = {},
optpublisher = {},
optnote = {},
optannote = {}
}
@inproceedings{Gleim:Mehler:Dehmer:Pustylnikov:2007,
author = {R. Gleim and A. Mehler and M. Dehmer and O. Pustylnikov},
title = {Aisles through the Category Forest --- Utilising the Wikipedia Category
System for Corpus Building in Machine Learning},
booktitle = {Proceedings of the 3rd International Conference on Web Information Systems
and Technologies (WEBIST '07), March 3-6, 2007, Barcelona},
year = {2007},
pages = {142-149}
}
@inproceedings{emmert_streib_biocomp_1,
author = {F. Emmert-Streib and M. Dehmer},
title = {Theoretical Bounds for the Number of Inferable Edges in
Sparse Random Networks},
booktitle = {Proceedings of the 2006 International Conference on Bioinformatics
\& Computational Biology, Gene Networks: Theory and Application,Workshop
at BIOCOMP'06, Las Vegas, USA},
editor = {H. R. Arabnia et al.},
year = {2006},
pages = {472-476}
}
@inproceedings{emmert_streib_biocomp_2,
author = {F. Emmert-Streib and M. Dehmer and C. Seidel},
title = {Influence of Prior Information on the Reconstruction of the Yeast Cell Cycle from Microarray Data},
booktitle = {Proceedings of the 2006 International Conference on Bioinformatics
\& Computational Biology, Gene Networks: Theory and Application,Workshop
at BIOCOMP'06, Las Vegas, USA},
editor = {H. R. Arabnia et al.},
year = {2006},
pages = {477-482}
}
@inproceedings{Gleim:Mehler:Dehmer:2006_Wiki,
author = {R. Gleim and A. Mehler and M. Dehmer},
title = {Web Corpus Mining by Instance of Wikipedia},
booktitle = {Proceedings of the EACL Workshop on Web as Corpus, Trento, Italy, April
3-7},
year = {2006},
editor = {Adam Kilgarriff and Marco Baroni}
}
@inproceedings{dehmer_enformatika_2,
author = {F. Emmert-Streib and M. Dehmer and J. Kilian and A. Zulauf},
title = {Towards Clustering of web-based Document Structures},
booktitle = {VIII. International Conference on Enformatika, Systems Sciences and Engineering,
Krakow/Poland, Enformatika 10},
year = {2005}
}
@inproceedings{dehmer_enformatika_3,
author = {F. Emmert-Streib and M. Dehmer and A. Mehler and J. Kilian and M. M\"uhlh\"auser},
title = {Application of a Similarity Measure for Graphs to web-based Documents},
booktitle = {VI. International Conference on Enformatika, Systems Sciences and Engineering,
Budapest, Hungary, Enformatika 8},
pages = {77-81},
year = {2005}
}
@inproceedings{dehmer_enformatika_4,
author = {F. Emmert-Streib and M. Dehmer},
title = {First Studies of the Influence of Single Gene Perturbations on the Inference of Genetic Networks},
booktitle = {VIII. International Conference on Enformatika, Systems Sciences and Engineering, Krakow, Poland, Enformatika 10},
pages = {65-69},
year = {2005}
}
@inproceedings{dehmer_enformatika_5,
author = {F. Emmert-Streib and M. Dehmer and A. Mehler and H. G. Bakir and M. M\"uhlh\"auser},
title = {Influence of Noise on the Inference of Dynamic Bayesian Networks from Short Time Series},
booktitle = {VIII. International Conference on Enformatika, Systems Sciences and Engineering, Krakow, Poland, Enformatika 10},
pages = {70-74},
year = {2005}
}
@inproceedings{dehmer_enformatika_6,
author = {F. Emmert-Streib and M. Dehmer and J. Liu and M. M\"uhlh\"auser},
title = {A Systems Approach to Gene Ranking for DNA Microarray Data for Cervical Cancer},
booktitle = {VI. International Conference on Enformatika, Systems Sciences and Engineering,
Budapest, Hungary, Enformatika 8},
pages = {82-87},
year = {2005}
}
@inproceedings{dehmer_emmert_BIT_2005,
author = {F. Emmert-Streib and M. Dehmer},
title = {A Systems Biology approach for the classification of {DNA} Microarray Data, Applications of Statistical and Machine Learning. Methods in Bioinformatics},
booktitle = {Proceedings of BIT 2005 - Bioinformatics Workshop,Torun, Poland, September 15-16},
pages = {15-16},
year = {2005}
}
@inproceedings{emmert_streib1,
author = {F. Emmert-Streib and M. Dehmer and J. Kilian},
title = {Classification of Large Graphs by a Local Tree Decomposition},
booktitle = {Proceedings of DMIN'05, International Conference on Data Mining, Las Vegas,
USA},
editor = {H. R. Arabnia et al.},
year = {2005},
pages = {200-207}
}
@inproceedings{mehler_gfkl,
author = {A. Mehler and R. Gleim and M. Dehmer},
title = {Towards Structure-Sensitive Hypertext Categorization},
booktitle = {Proceedings of the 29th Annual Conference of the German Classification Society,
Universit{\"a}t Magdeburg, March 9-11},
editor = {M. Spiliopoulou and R. Kruse and C. Borgelt and A. Nürnberger and W. Gaul},
year = {2005},
publisher = {Springer},
address = {Berlin/New York},
series = {LNCS},
pages = {406-413}
}
@inproceedings{mehler2,
author = {A. Mehler and M. Dehmer and R. Gleim},
title = {Zur Automatischen Klassifikation von Webgenres},
booktitle = {Sprachtechnologie, mobile Kommunikation und linguistische Ressourcen. Beitr{\"a}ge
zur {GLDV}-Tagung 2005, Universit{\"a}t Bonn},
publisher = {Peter Lang Publishing},
year = {2005},
address = {Frankfurt a.M.},
editor = {B. Fisseni and H. C. Schmitz and B. Schr{\"o}der and P. Wagner},
pages = {158-174}
}
@inproceedings{mehler1,
author = {A. Mehler and M. Dehmer and R. Gleim},
title = {Towards Logical Hypertext Structure --- {A} Graph-Theoretic Perspective},
booktitle = {Proceedings of the Fourth International Workshop on Innovative Internet
Computing Systems (I2CS '04)},
year = {2004},
publisher = {Springer},
address = {Berlin/New York},
editor = {T. B{\"o}hme and G. Heyer},
pages = {136-150},
series = {Lecture Notes in Computer Science}
}
@inproceedings{dehmer1,
author = {M. Dehmer and A. Mehler and R. Gleim},
title = {Aspekte der {K}ategorisierung von {W}ebseiten},
booktitle = {Proceedings des Multimediaworkshops der Jahrestagung der Gesellschaft f{\"u}r
Informatik},
year = {2004},
publisher = {Springer},
address = {Berlin},
editor = {Peter Dadam und Manfred Reichert},
pages = {39-43},
series = {Lecture Notes in Computer Science},
volume = {2}
}
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