Matthias Dehmer

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 105

Top Venues

Appl. Math. Comput.

Inf. Sci.

Symmetry

Mach. Learn. Knowl. Extr.

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Frank Emmert-Streib, Shailesh Tripathi, Matthias Dehmer
Human Team Behavior and Predictability in the Massively Multiplayer Online Game WOT Blitz. ACM Trans. Web 18 (1) (2024)
Modjtaba Ghorbani, Razie Alidehi-Ravandi, Matthias Dehmer
Fullerenes via their counting polynomials. Appl. Math. Comput. 466 (2024)
Abdullah Lotfi, Abbe Mowshowitz, Matthias Dehmer
A Note on Eigenvalues and Asymmetric Graphs. Axioms 12 (6) (2023)
Simon Brezovnik, Matthias Dehmer, Niko Tratnik, Petra Zigert Pletersek
Szeged and Mostar root-indices of graphs. Appl. Math. Comput. 442 (2023)
Jiansheng Cai, Wenwen Li, Wenjing Cai, Matthias Dehmer
List injective coloring of planar graphs. Appl. Math. Comput. 439 (2023)
Frank Emmert-Streib, Shailesh Tripathi, Matthias Dehmer
Analyzing the Scholarly Literature of Digital Twin Research: Trends, Topics and Structure. IEEE Access 11 (2023)
Yuede Ma, Matthias Dehmer, Urs-Martin Künzi, Shailesh Tripathi, Modjtaba Ghorbani, Jin Tao, Frank Emmert-Streib
The usefulness of topological indices. Inf. Sci. 606 (2022)
Hong Zhu, Qinglin Sun, Jin Tao, Zengqiang Chen, Matthias Dehmer, Guangming Xie
Flexible modeling of parafoil delivery system in wind environments. Commun. Nonlinear Sci. Numer. Simul. 108 (2022)
Samar Bashath, Nadeesha Perera, Shailesh Tripathi, Kalifa Manjang, Matthias Dehmer, Frank Emmert-Streib
A data-centric review of deep transfer learning with applications to text data. Inf. Sci. 585 (2022)
Matthias Dehmer, Frank Emmert-Streib, Niko Tratnik, Petra Zigert Pletersek
Szeged-like entropies of graphs. Appl. Math. Comput. 431 (2022)
Frank Emmert-Streib, Matthias Dehmer
Taxonomy of machine learning paradigms: A data-centric perspective. WIREs Data Mining Knowl. Discov. 12 (5) (2022)
Modjtaba Ghorbani, Mardjan Hakimi-Nezhaad, Matthias Dehmer
Novel results on partial hosoya polynomials: An application in chemistry. Appl. Math. Comput. 433 (2022)
Andreas Holzinger, Matthias Dehmer, Frank Emmert-Streib, Rita Cucchiara, Isabelle Augenstein, Javier Del Ser, Wojciech Samek, Igor Jurisica, Natalia Díaz Rodríguez
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence. Inf. Fusion 79 (2022)
Nadeesha Perera, Thi Thuy Linh Nguyen, Matthias Dehmer, Frank Emmert-Streib
Comparison of Text Mining Models for Food and Dietary Constituent Named-Entity Recognition. Mach. Learn. Knowl. Extr. 4 (1) (2022)
Yuemin Zheng, Zhaoyang Huang, Jin Tao, Hao Sun, Qinglin Sun, Mingwei Sun, Matthias Dehmer, Zengqiang Chen
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 69 (3) (2022)
Modjtaba Ghorbani, Matthias Dehmer, Abdullah Lotfi, Najaf Amraei, Abbe Mowshowitz, Frank Emmert-Streib
On the relationship between PageRank and automorphisms of a graph. Inf. Sci. 579 (2021)
Frank Emmert-Streib, Matthias Dehmer
Data-Driven Computational Social Network Science: Predictive and Inferential Models for Web-Enabled Scientific Discoveries. Frontiers Big Data 4 (2021)
Modjtaba Ghorbani, Matthias Dehmer
On the Roots of the Modified Orbit Polynomial of a Graph. Symmetry 13 (6) (2021)
Modjtaba Ghorbani, Matthias Dehmer
Network Analyzing by the Aid of Orbit Polynomial. Symmetry 13 (5) (2021)
Yajing Zhou, Yuemin Zheng, Jin Tao, Mingwei Sun, Qinglin Sun, Matthias Dehmer, Zengqiang Chen
Servo Health Monitoring Based on Feature Learning via Deep Neural Network. IEEE Access 9 (2021)
Hong Zhu, Qinglin Sun, Jin Tao, Pan-Long Tan, Zengqiang Chen, Matthias Dehmer, Guangming Xie
Fluid-Structure Interaction Simulation and Accurate Dynamic Modeling of Parachute Warhead System Based on Impact Point Prediction. IEEE Access 9 (2021)
Sheyda Maddah, Modjtaba Ghorbani, Matthias Dehmer
New results of identifying codes in product graphs. Appl. Math. Comput. 410 (2021)
Modjtaba Ghorbani, Maryam Jalali-Rad, Matthias Dehmer
Orbit Polynomial of Graphs versus Polynomial with Integer Coefficients. Symmetry 13 (4) (2021)
Tao Cheng, Matthias Dehmer, Frank Emmert-Streib, Yongtao Li, Weijun Liu
Properties of Commuting Graphs over Semidihedral Groups. Symmetry 13 (1) (2021)
Yuede Ma, Matthias Dehmer, Urs-Martin Künzi, Abbe Mowshowitz, Shailesh Tripathi, Modjtaba Ghorbani, Frank Emmert-Streib
Relationships between symmetry-based graph measures. Inf. Sci. 581 (2021)
Yuemin Zheng, Zhaoyang Huang, Jin Tao, Hao Sun, Qinglin Sun, Matthias Dehmer, Mingwei Sun, Zengqiang Chen
Power System Load Frequency Active Disturbance Rejection Control via Reinforcement Learning-Based Memetic Particle Swarm Optimization. IEEE Access 9 (2021)
Aleksandar Ilic, Modjtaba Ghorbani, Seyran Azizi, Matthias Dehmer
On conjectures of network distance measures by using graph spectra. Discret. Appl. Math. 302 (2021)
Shailesh Tripathi, David Muhr, Manuel Brunner, Herbert Jodlbauer, Matthias Dehmer, Frank Emmert-Streib
Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing. Frontiers Artif. Intell. 4 (2021)
Hamidreza Azemati, Fatemeh Jam, Modjtaba Ghorbani, Matthias Dehmer, Reza Ebrahimpour, Abdolhamid Ghanbaran, Frank Emmert-Streib
The Role of Symmetry in the Aesthetics of Residential Building Façades Using Cognitive Science Methods. Symmetry 12 (9) (2020)
Matthias Dehmer, Frank Emmert-Streib, Abbe Mowshowitz, Aleksandar Ilic, Zengqiang Chen, Guihai Yu, Lihua Feng, Modjtaba Ghorbani, Kurt Varmuza, Jin Tao
Relations and bounds for the zeros of graph polynomials using vertex orbits. Appl. Math. Comput. 380 (2020)
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
A clarification of misconceptions, myths and desired status of artificial intelligence. CoRR (2020)
Weijun Liu, Jingwen Ban, Lihua Feng, Tao Cheng, Frank Emmert-Streib, Matthias Dehmer
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 12 (9) (2020)
Qian Yin, Zhishuang Wang, Chengyi Xia, Matthias Dehmer, Frank Emmert-Streib, Zhen Jin
A novel epidemic model considering demographics and intercity commuting on complex dynamical networks. Appl. Math. Comput. 386 (2020)
Modjtaba Ghorbani, Matthias Dehmer, Frank Emmert-Streib
On the Degeneracy of the Orbit Polynomial and Related Graph Polynomials. Symmetry 12 (10) (2020)
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
Explainable artificial intelligence and machine learning: A reality rooted perspective. WIREs Data Mining Knowl. Discov. 10 (6) (2020)
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
Artificial Intelligence: A Clarification of Misconceptions, Myths and Desired Status. Frontiers Artif. Intell. 3 (2020)
Peng Xu, Wenxiang Li, Jin Tao, Matthias Dehmer, Frank Emmert-Streib, Guangming Xie, Minyi Xu, Quan Zhou
Distributed Event-Triggered Circular Formation Control for Multiple Anonymous Mobile Robots With Order Preservation and Obstacle Avoidance. IEEE Access 8 (2020)
Modjtaba Ghorbani, Matthias Dehmer, Shujuan Cao, Lihua Feng, Jin Tao, Frank Emmert-Streib
On the zeros of the partial Hosoya polynomial of graphs. Inf. Sci. 524 (2020)
Shailesh Tripathi, David Muhr, Manuel Brunner, Frank Emmert-Streib, Herbert Jodlbauer, Matthias Dehmer
Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing. CoRR (2020)
Mohammad Javad Nadjafi-Arani, Mahsa Mirzargar, Frank Emmert-Streib, Matthias Dehmer
Partition and Colored Distances in Graphs Induced to Subsets of Vertices and Some of Its Applications. Symmetry 12 (12) (2020)
Modjtaba Ghorbani, Mardjan Hakimi-Nezhaad, Matthias Dehmer, Xueliang Li
Analysis of the Graovac-Pisanski Index of Some Polyhedral Graphs Based on Their Symmetry Group. Symmetry 12 (9) (2020)
Frank Emmert-Streib, Zhen Yang, Han Feng, Shailesh Tripathi, Matthias Dehmer
An Introductory Review of Deep Learning for Prediction Models With Big Data. Frontiers Artif. Intell. 3 (2020)
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective. CoRR (2020)
Modjtaba Ghorbani, Matthias Dehmer, Shaghayegh Rahmani, Mina Rajabi-Parsa
A Survey on Symmetry Group of Polyhedral Graphs. Symmetry 12 (3) (2020)
Matthias Dehmer, Zengqiang Chen, Frank Emmert-Streib, Abbe Mowshowitz, Kurt Varmuza, Lihua Feng, Herbert Jodlbauer, Yongtang Shi, Jin Tao
The Orbit-Polynomial: A Novel Measure of Symmetry in Networks. IEEE Access 8 (2020)
Pengfei Wan, Xinzhuang Chen, Jianhua Tu, Matthias Dehmer, Shenggui Zhang, Frank Emmert-Streib
On graph entropy measures based on the number of independent sets and matchings. Inf. Sci. 516 (2020)
Herbert Jodlbauer, Matthias Dehmer
An extension of the reorder point method by using advance demand spike information. Comput. Oper. Res. 124 (2020)
Modjtaba Ghorbani, Matthias Dehmer, Hamidreza Maimani, Sheyda Maddah, Maryam Roozbayani, Frank Emmert-Streib
The watching system as a generalization of identifying code. Appl. Math. Comput. 380 (2020)
Frank Emmert-Streib, Matthias Dehmer
A Machine Learning Perspective on Personalized Medicine: An Automized, Comprehensive Knowledge Base with Ontology for Pattern Recognition. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Frank Emmert-Streib, Matthias Dehmer
Large-Scale Simultaneous Inference with Hypothesis Testing: Multiple Testing Procedures in Practice. Mach. Learn. Knowl. Extr. 1 (2) (2019)
Frank Emmert-Streib, Matthias Dehmer
Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Pengfei Wan, Jianhua Tu, Matthias Dehmer, Shenggui Zhang, Frank Emmert-Streib
-cyclic graphs. Appl. Math. Comput. 363 (2019)
Weijun Liu, Jingwen Ban, Lihua Feng, Tao Cheng, Frank Emmert-Streib, Matthias Dehmer
The Maximum Hosoya Index of Unicyclic Graphs with Diameter at Most Four. Symmetry 11 (8) (2019)
Frank Emmert-Streib, Matthias Dehmer
Inference of Genome-Scale Gene Regulatory Networks: Are There Differences in Biological and Clinical Validations? Mach. Learn. Knowl. Extr. 1 (1) (2019)
Matthias Dehmer, Zengqiang Chen, Abbe Mowshowitz, Herbert Jodlbauer, Frank Emmert-Streib, Yongtang Shi, Shailesh Tripathi, Chengyi Xia
On the degeneracy of the Randić entropy and related graph measures. Inf. Sci. 501 (2019)
Matthias Dehmer, Zengqiang Chen, Yongtang Shi, Yusen Zhang, Shailesh Tripathi, Modjtaba Ghorbani, Abbe Mowshowitz, Frank Emmert-Streib
On efficient network similarity measures. Appl. Math. Comput. 362 (2019)
Matthias Dehmer, Zengqiang Chen, Frank Emmert-Streib, Abbe Mowshowitz, Yongtang Shi, Shailesh Tripathi, Yusen Zhang
Towards detecting structural branching and cyclicity in graphs: A polynomial-based approach. Inf. Sci. 471 (2019)
Shailesh Tripathi, Sonja Strasser, Christian Mittermayr, Matthias Dehmer, Herbert Jodlbauer
Approaches to Identify Relevant Process Variables in Injection Moulding using Beta Regression and SVM. DATA (2019)
Frank Emmert-Streib, Matthias Dehmer
Understanding Statistical Hypothesis Testing: The Logic of Statistical Inference. Mach. Learn. Knowl. Extr. 1 (3) (2019)
Guihai Yu, Matthias Dehmer, Frank Emmert-Streib, Herbert Jodlbauer
Hermitian normalized Laplacian matrix for directed networks. Inf. Sci. 495 (2019)
Modjtaba Ghorbani, Matthias Dehmer, Abbe Mowshowitz, Jin Tao, Frank Emmert-Streib
The Hosoya Entropy of Graphs Revisited. Symmetry 11 (8) (2019)
Modjtaba Ghorbani, Matthias Dehmer, Mina Rajabi-Parsa, Frank Emmert-Streib, Abbe Mowshowitz
Hosoya entropy of fullerene graphs. Appl. Math. Comput. 352 (2019)
Abbe Mowshowitz, Matthias Dehmer, Frank Emmert-Streib
A Note on Graphs with Prescribed Orbit Structure. Entropy 21 (11) (2019)
Aliyu Musa, Matthias Dehmer, Olli Yli-Harja, Frank Emmert-Streib
Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Modjtaba Ghorbani, Matthias Dehmer, Vahid Taghvayi-Yazdelli, Frank Emmert-Streib
A Graph Theoretic Approach to Construct Desired Cryptographic Boolean Functions. Axioms 8 (2) (2019)
Frank Emmert-Streib, Shailesh Tripathi, Matthias Dehmer
Constrained Covariance Matrices With a Biologically Realistic Structure: Comparison of Methods for Generating High-Dimensional Gaussian Graphical Models. Frontiers Appl. Math. Stat. 5 (2019)
Jin Tao, Matthias Dehmer, Guangming Xie, Quan Zhou
A Generalized Predictive Control-Based Path Following Method for Parafoil Systems in Wind Environments. IEEE Access 7 (2019)
Chengyi Xia, Zhishuang Wang, Chunyuan Zheng, Quantong Guo, Yongtang Shi, Matthias Dehmer, Zengqiang Chen
A new coupled disease-awareness spreading model with mass media on multiplex networks. Inf. Sci. 471 (2019)
Frank Emmert-Streib, Matthias Dehmer
Defining Data Science by a Data-Driven Quantification of the Community. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Frank Emmert-Streib, Matthias Dehmer
Introduction to Survival Analysis in Practice. Mach. Learn. Knowl. Extr. 1 (3) (2019)
Modjtaba Ghorbani, Matthias Dehmer, Samaneh Zangi, Abbe Mowshowitz, Frank Emmert-Streib
A Note on Distance-Based Entropy of Dendrimers. Axioms 8 (3) (2019)
Matthias Dehmer, Stefan Pickl, Yongtang Shi, Guihai Yu
New inequalities for network distance measures by using graph spectra. Discret. Appl. Math. 252 (2019)
Yuede Ma, Shujuan Cao, Yongtang Shi, Matthias Dehmer, Chengyi Xia
Nordhaus-Gaddum type results for graph irregularities. Appl. Math. Comput. 343 (2019)
Frank Emmert-Streib, Salissou Moutari, Matthias Dehmer
A comprehensive survey of error measures for evaluating binary decision making in data science. WIREs Data Mining Knowl. Discov. 9 (5) (2019)
Modjtaba Ghorbani, Matthias Dehmer, Mina Rajabi-Parsa, Abbe Mowshowitz, Frank Emmert-Streib
On Properties of Distance-Based Entropies on Fullerene Graphs. Entropy 21 (5) (2019)
Frank Emmert-Streib, Matthias Dehmer
High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Shenghui Liu, Chunrui Xu, Yusen Zhang, Jiaguo Liu, Bin Yu, Xiaoping Liu, Matthias Dehmer
Feature selection of gene expression data for Cancer classification using double RBF-kernels. BMC Bioinform. 19 (1) (2018)
Matthias Dehmer, Zengqiang Chen, Frank Emmert-Streib, Yongtang Shi, Shailesh Tripathi
Graph measures with high discrimination power revisited: A random polynomial approach. Inf. Sci. 467 (2018)
Aliyu Musa, Laleh Soltan Ghoraie, Shu-Dong Zhang, Galina V. Glazko, Olli Yli-Harja, Matthias Dehmer, Benjamin Haibe-Kains, Frank Emmert-Streib
A review of connectivity map and computational approaches in pharmacogenomics. Briefings Bioinform. 19 (3) (2018)
Frank Emmert-Streib, Shailesh Tripathi, Olli Yli-Harja, Matthias Dehmer
Understanding the World Economy in Terms of Networks: A Survey of Data-Based Network Science Approaches on Economic Networks. Frontiers Appl. Math. Stat. 4 (2018)
László Barna Iantovics, Matthias Dehmer, Frank Emmert-Streib
MetrIntSimil - An Accurate and Robust Metric for Comparison of Similarity in Intelligence of Any Number of Cooperative Multiagent Systems. Symmetry 10 (2) (2018)
Modjtaba Ghorbani, Matthias Dehmer, Samaneh Zangi
Graph operations based on using distance-based graph entropies. Appl. Math. Comput. 333 (2018)
Herbert Jodlbauer, Matthias Dehmer, Sonja Strasser
A hybrid binomial inverse hypergeometric probability distribution: Theory and applications. Appl. Math. Comput. 338 (2018)
Frank Emmert-Streib, Olli P. Yli-Harja, Matthias Dehmer
Data Analytics Applications for Streaming Data From Social Media: What to Predict? Frontiers Big Data 1 (2018)
Chunyuan Zheng, Chengyi Xia, Quantong Guo, Matthias Dehmer
Interplay between SIR-based disease spreading and awareness diffusion on multiplex networks. J. Parallel Distributed Comput. 115 (2018)
Abbe Mowshowitz, Matthias Dehmer
A calculus for measuring the elegance of abstract graphs. Appl. Math. Comput. 320 (2018)
Shujuan Cao, Matthias Dehmer, Zhe Kang
Network Entropies Based on Independent Sets and Matchings. Appl. Math. Comput. 307 (2017)
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
Quantitative Graph Theory: A new branch of graph theory and network science. Inf. Sci. 418 (2017)
Tao Li, Han Dong, Yongtang Shi, Matthias Dehmer
A comparative analysis of new graph distance measures and graph edit distance. Inf. Sci. 403 (2017)
Zengqiang Chen, Matthias Dehmer, Frank Emmert-Streib, Abbe Mowshowitz, Yongtang Shi
Toward Measuring Network Aesthetics Based on Symmetry. Axioms 6 (2) (2017)
Matthias Dehmer, Frank Emmert-Streib, Bo Hu, Yongtang Shi, Monica Stefu, Shailesh Tripathi
Highly unique network descriptors based on the roots of the permanental polynomial. Inf. Sci. 408 (2017)
Chunrui Xu, Li Ge, Yusen Zhang, Matthias Dehmer, Ivan Gutman
Computational prediction of therapeutic peptides based on graph index. J. Biomed. Informatics 75 (2017)
Guihai Yu, Hui Qu, Matthias Dehmer
Principal minor version of Matrix-Tree theorem for mixed graphs. Appl. Math. Comput. 309 (2017)
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
Quantitative Graph Theory: A new branch of graph theory and in network science. CoRR (2017)
Aliyu Musa, Laleh Soltan Ghoraie, Shu-Dong Zhang, Galina V. Glazko, Olli Yli-Harja, Matthias Dehmer, Benjamin Haibe-Kains, Frank Emmert-Streib
A review of connectivity map and computational approaches in pharmacogenomics. Briefings Bioinform. 18 (5) (2017)
Shailesh Tripathi, Jason Lloyd-Price, Andre S. Ribeiro, Olli Yli-Harja, Matthias Dehmer, Frank Emmert-Streib
sgnesR: An R package for simulating gene expression data from an underlying real gene network structure considering delay parameters. BMC Bioinform. 18 (1) (2017)
Kinkar Chandra Das, Matthias Dehmer
Comparison between the zeroth-order Randić index and the sum-connectivity index. Appl. Math. Comput. 274 (2016)
Alexey Stupnikov, Shailesh Tripathi, Ricardo de Matos Simoes, Darragh G. McArt, Manuel Salto-Tellez, Galina V. Glazko, Matthias Dehmer, Frank Emmert-Streib
samExploreR: exploring reproducibility and robustness of RNA-seq results based on SAM files. Bioinform. 32 (21) (2016)
Frederick J. Riggins, Samuel Fosso Wamba, Matthias Dehmer
Introduction to Business Value of the Internet of Things Minitrack. HICSS (2016)
Matthias Dehmer, Abbe Mowshowitz
A case study of cracks in the scientific enterprise: Response to the comments. Complex. 21 (S1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Dehmer