Matthias Dehmer
Orcid: 0000-0001-8454-5857
According to our database1,
Matthias Dehmer
authored at least 175 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on dehmer.org
On csauthors.net:
Bibliography
2024
Human Team Behavior and Predictability in the Massively Multiplayer Online Game WOT Blitz.
ACM Trans. Web, February, 2024
2023
Analyzing the Scholarly Literature of Digital Twin Research: Trends, Topics and Structure.
IEEE Access, 2023
2022
WIREs Data Mining Knowl. Discov., 2022
A Novel Chaotic Fractional-Order Beetle Swarm Optimization Algorithm and Its Application for Load-Frequency Active Disturbance Rejection Control.
IEEE Trans. Circuits Syst. II Express Briefs, 2022
Comparison of Text Mining Models for Food and Dietary Constituent Named-Entity Recognition.
Mach. Learn. Knowl. Extr., 2022
Inf. Sci., 2022
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence.
Inf. Fusion, 2022
Commun. Nonlinear Sci. Numer. Simul., 2022
Appl. Math. Comput., 2022
2021
Symmetry, 2021
Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing.
Frontiers Artif. Intell., 2021
Data-Driven Computational Social Network Science: Predictive and Inferential Models for Web-Enabled Scientific Discoveries.
Frontiers Big Data, 2021
Discret. Appl. Math., 2021
Fluid-Structure Interaction Simulation and Accurate Dynamic Modeling of Parachute Warhead System Based on Impact Point Prediction.
IEEE Access, 2021
IEEE Access, 2021
Power System Load Frequency Active Disturbance Rejection Control via Reinforcement Learning-Based Memetic Particle Swarm Optimization.
IEEE Access, 2021
2020
Explainable artificial intelligence and machine learning: A reality rooted perspective.
WIREs Data Mining Knowl. Discov., 2020
Partition and Colored Distances in Graphs Induced to Subsets of Vertices and Some of Its Applications.
Symmetry, 2020
Erratum: Liu, W.; Ban, J.; Feng, L.; Cheng, T.; Emmert-Streib, F.; Dehmer, M. The Maximum Hosoya Index of Unicyclic Graphs with Diameter at Most Four. Symmetry 2019, 11, 1034.
Symmetry, 2020
Analysis of the Graovac-Pisanski Index of Some Polyhedral Graphs Based on Their Symmetry Group.
Symmetry, 2020
Symmetry, 2020
The Role of Symmetry in the Aesthetics of Residential Building Façades Using Cognitive Science Methods.
Symmetry, 2020
Inf. Sci., 2020
Frontiers Artif. Intell., 2020
Artificial Intelligence: A Clarification of Misconceptions, Myths and Desired Status.
Frontiers Artif. Intell., 2020
A clarification of misconceptions, myths and desired status of artificial intelligence.
CoRR, 2020
Comput. Oper. Res., 2020
A novel epidemic model considering demographics and intercity commuting on complex dynamical networks.
Appl. Math. Comput., 2020
Appl. Math. Comput., 2020
Appl. Math. Comput., 2020
Distributed Event-Triggered Circular Formation Control for Multiple Anonymous Mobile Robots With Order Preservation and Obstacle Avoidance.
IEEE Access, 2020
2019
A comprehensive survey of error measures for evaluating binary decision making in data science.
WIREs Data Mining Knowl. Discov., 2019
Symmetry, 2019
Mach. Learn. Knowl. Extr., 2019
Mach. Learn. Knowl. Extr., 2019
Large-Scale Simultaneous Inference with Hypothesis Testing: Multiple Testing Procedures in Practice.
Mach. Learn. Knowl. Extr., 2019
Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error.
Mach. Learn. Knowl. Extr., 2019
High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection.
Mach. Learn. Knowl. Extr., 2019
Mach. Learn. Knowl. Extr., 2019
A Machine Learning Perspective on Personalized Medicine: An Automized, Comprehensive Knowledge Base with Ontology for Pattern Recognition.
Mach. Learn. Knowl. Extr., 2019
Inference of Genome-Scale Gene Regulatory Networks: Are There Differences in Biological and Clinical Validations?
Mach. Learn. Knowl. Extr., 2019
A new coupled disease-awareness spreading model with mass media on multiplex networks.
Inf. Sci., 2019
Towards detecting structural branching and cyclicity in graphs: A polynomial-based approach.
Inf. Sci., 2019
Constrained Covariance Matrices With a Biologically Realistic Structure: Comparison of Methods for Generating High-Dimensional Gaussian Graphical Models.
Frontiers Appl. Math. Stat., 2019
Discret. Appl. Math., 2019
Axioms, 2019
Appl. Math. Comput., 2019
A Generalized Predictive Control-Based Path Following Method for Parafoil Systems in Wind Environments.
IEEE Access, 2019
Approaches to Identify Relevant Process Variables in Injection Moulding using Beta Regression and SVM.
Proceedings of the 8th International Conference on Data Science, 2019
2018
MetrIntSimil - An Accurate and Robust Metric for Comparison of Similarity in Intelligence of Any Number of Cooperative Multiagent Systems.
Symmetry, 2018
Interplay between SIR-based disease spreading and awareness diffusion on multiplex networks.
J. Parallel Distributed Comput., 2018
Graph measures with high discrimination power revisited: A random polynomial approach.
Inf. Sci., 2018
Frontiers Big Data, 2018
Understanding the World Economy in Terms of Networks: A Survey of Data-Based Network Science Approaches on Economic Networks.
Frontiers Appl. Math. Stat., 2018
Feature selection of gene expression data for Cancer classification using double RBF-kernels.
BMC Bioinform., 2018
A hybrid binomial inverse hypergeometric probability distribution: Theory and applications.
Appl. Math. Comput., 2018
Appl. Math. Comput., 2018
2017
J. Biomed. Informatics, 2017
Inf. Sci., 2017
Inf. Sci., 2017
Inf. Sci., 2017
sgnesR: An R package for simulating gene expression data from an underlying real gene network structure considering delay parameters.
BMC Bioinform., 2017
Briefings Bioinform., 2017
Appl. Math. Comput., 2017
2016
Inf. Sci., 2016
Entropy, 2016
A method for inferring inequalities for probability values applied to complex networks.
Complex., 2016
Complex., 2016
A case study of cracks in the scientific enterprise: Reinvention of information-theoretic measures for graphs.
Complex., 2016
Comparison of module detection algorithms in protein networks and investigation of the biological meaning of predicted modules.
BMC Bioinform., 2016
samExploreR: exploring reproducibility and robustness of RNA-seq results based on SAM files.
Bioinform., 2016
Appl. Math. Comput., 2016
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
2015
Novel inequalities for generalized graph entropies - Graph energies and topological indices.
Appl. Math. Comput., 2015
A comparative analysis of the Tanimoto index and graph edit distance for measuring the topological similarity of trees.
Appl. Math. Comput., 2015
Discrimination power of graph measures based on complex zeros of the partial Hosoya polynomial.
Appl. Math. Comput., 2015
Encoding structural information uniquely with polynomial-based descriptors by employing the Randić matrix.
Appl. Math. Comput., 2015
Appl. Math. Comput., 2015
Proceedings of the Operations Research Proceedings 2015, 2015
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
2014
Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges.
Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014
Inf. Sci., 2014
Inf. Sci., 2014
Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions.
BMC Bioinform., 2014
Bioinform., 2014
On Terrain Coverage Optimization by Using a Network Approach for Universal Graph-Based Data Mining and Knowledge Discovery.
Proceedings of the Brain Informatics and Health - International Conference, 2014
2013
[COMMODE] a large-scale database of molecular descriptors using compounds from PubChem.
Source Code Biol. Medicine, 2013
Appl. Math. Comput., 2013
An efficient heuristic approach to detecting graph isomorphism based on combinations of highly discriminating invariants.
Adv. Comput. Math., 2013
Proceedings of the Availability, Reliability, and Security in Information Systems and HCI, 2013
2012
Source Code Biol. Medicine, 2012
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2012
2011
Complex., 2011
Bioinform., 2011
Proceedings of the Genres on the Web, 2011
2010
Complex., 2010
Appl. Math. Comput., 2010
A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
A Novel Majority Vote Count Algorithm for Integrative Analysis of Association Networks.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
2009
On Entropy-Based Molecular Descriptors: Statistical Analysis of Real and Synthetic Chemical Structures.
J. Chem. Inf. Model., 2009
Cybern. Syst., 2009
Hierarchical coordination of periodic genes in the cell cycle of Saccharomyces cerevisiae.
BMC Syst. Biol., 2009
Information processing in the transcriptional regulatory network of yeast: Functional robustness.
BMC Syst. Biol., 2009
Towards a Partitioning of the Input Space of Boolean Networks: Variable Selection Using Bagging.
Proceedings of the Complex Sciences, 2009
Organizational Structure of the Transcriptional Regulatory Network of Yeast: Periodic Genes.
Proceedings of the Complex Sciences, 2009
2008
Cybern. Syst., 2008
Structural information content of networks: Graph entropy based on local vertex functionals.
Comput. Biol. Chem., 2008
A comparative analysis of multidimensional features of objects resembling sets of graphs.
Appl. Math. Comput., 2008
Information processing in complex networks: Graph entropy and information functionals.
Appl. Math. Comput., 2008
Appl. Artif. Intell., 2008
Relations Between the Topological Complexities of Complex Networks.
Proceedings of the 2008 International Conference on Artificial Intelligence, 2008
2007
Appl. Math. Comput., 2007
Appl. Math. Comput., 2007
Structural similarity of directed universal hierarchical graphs: A low computational complexity approach.
Appl. Math. Comput., 2007
Appl. Math. Comput., 2007
Aisles through the Category Forest - Utilising the Wikipedia Category System for Corpus Building in Machine Learning.
Proceedings of the WEBIST 2007, 2007
Graph-theoretical Characterizations of Generalized Trees.
Proceedings of the 2007 International Conference on Machine Learning; Models, 2007
A Graph Mining Technique for Automatic Classification of Web Genre Data.
Proceedings of the 2007 International Conference on Machine Learning; Models, 2007
Optimization Procedure for Predicting Nonlinear Time Series Based on a Non-Gaussian Noise Model.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the 2nd International ICST Conference on Bio-Inspired Models of Network, 2007
2006
Appl. Math. Comput., 2006
Influence of Prior Information on the Reconstruction of the Yeast Cell Cycle from Microarray Data.
Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006
Theoretical Bounds for the Number of Inferable Edges in Sparse Random Networks.
Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006
2005
Data Mining-Konzepte und graphentheoretische Methoden zur Analyse hypertextueller Daten.
LDV Forum, 2005
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005
Classification of Large Graphs by a Local Tree Decomposition.
Proceedings of The 2005 International Conference on Data Mining, 2005
2004
Proceedings of the Innovative Internet Community Systems, 4th InternationalWorkshop, 2004
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004