Frank Emmert-Streib

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 83

Top Venues

Inf. Sci.

Mach. Learn. Knowl. Extr.

Appl. Math. Comput.

Symmetry

University of Bremen, Germany (PHD)

Education History

University of Bremen, Germany

PHD

Publications

Amer Farea, Shailesh Tripathi, Galina V. Glazko, Frank Emmert-Streib
Investigating the optimal number of topics by advanced text-mining techniques: Sustainable energy research. Eng. Appl. Artif. Intell. 136 (2024)
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)
Amer Farea, Frank Emmert-Streib
Experimental Design of Extractive Question-Answering Systems: Influence of Error Scores and Answer Length. J. Artif. Intell. Res. 80 (2024)
Zhen Yang, Frank Emmert-Streib
Optimal performance of Binary Relevance CNN in targeted multi-label text classification. Knowl. Based Syst. 284 (2024)
Frank Emmert-Streib
Is ChatGPT the way toward artificial general intelligence. Discov. Artif. Intell. 4 (1) (2024)
Zhen Yang, Frank Emmert-Streib
Threshold-Learned CNN for Multi-Label Text Classification of Electronic Health Records. IEEE Access 11 (2023)
Thomas Hartung, Jun Deng, Raghvendra Mall, Alejandro F. Frangi, Frank Emmert-Streib, Tuan D. Pham
Editorial: Insights in AI: Medicine and public health 2022. Frontiers Artif. Intell. 6 (2023)
Frank Emmert-Streib
Defining a Digital Twin: A Data Science-Based Unification. Mach. Learn. Knowl. Extr. 5 (3) (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)
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)
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)
Amer Farea, Zhen Yang, Kien Duong, Nadeesha Perera, Frank Emmert-Streib
Evaluation of Question Answering Systems: Complexity of judging a natural language. CoRR (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)
Jun Deng, Thomas Hartung, Enrico Capobianco, Jake Y. Chen, Frank Emmert-Streib
Editorial: Artificial Intelligence for Precision Medicine. Frontiers Artif. Intell. 4 (2021)
Shailesh Tripathi, Herbert Jodlbauer, Christian Mittermayr, Frank Emmert-Streib
Identifying key interactions between process variables of different material categories using mutual information-based network inference method. ISM (2021)
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)
Frank Emmert-Streib
From the Digital Data Revolution toward a Digital Society: Pervasiveness of Artificial Intelligence. Mach. Learn. Knowl. Extr. 3 (1) (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)
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
From the digital data revolution to digital health and digital economy toward a digital society: Pervasiveness of Artificial Intelligence. CoRR (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)
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)
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)
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)
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)
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)
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)
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)
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)
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
Quantitative Graph Theory: A new branch of graph theory and network science. Inf. Sci. 418 (2017)
Yasir Rahmatallah, Boris L. Zybailov, Frank Emmert-Streib, Galina V. Glazko
GSAR: Bioconductor package for Gene Set analysis in R. BMC Bioinform. 18 (1) (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)
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
Quantitative Graph Theory: A new branch of graph theory and in network science. CoRR (2017)
László Barna Iantovics, Frank Emmert-Streib, Sabri Arik
MetrIntMeas a novel metric for measuring the intelligence of a swarm of cooperating agents. Cogn. Syst. Res. 45 (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)
Olli Yli-Harja, Frank Emmert-Streib, Jari Yli-Hietanen
Mathematical Modeling in Systems Biology. WIVACE (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)
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
Gene set analysis approaches for RNA-seq data: performance evaluation and application guideline. Briefings Bioinform. 17 (3) (2016)
Shailesh Tripathi, Salissou Moutari, Matthias Dehmer, Frank Emmert-Streib
Comparison of module detection algorithms in protein networks and investigation of the biological meaning of predicted modules. BMC Bioinform. 17 (2016)
Frank Emmert-Streib, Matthias Dehmer, Yongtang Shi
Fifty years of graph matching, network alignment and network comparison. Inf. Sci. (2016)
Ricardo de Matos Simoes, Sabine Dalleau, Kate E. Williamson, Frank Emmert-Streib
Urothelial cancer gene regulatory networks inferred from large-scale RNAseq, Bead and Oligo gene expression data. BMC Syst. Biol. 9 (2015)
Ricardo de Matos Simoes, Constantine Mitsiades, Kate E. Williamson, Frank Emmert-Streib
Network signatures based on gene pair expression ratios improve classification and the analysis of muscle-invasive urothelial cancer. BIBM (2015)
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
Graph distance measures based on topological indices revisited. Appl. Math. Comput. 266 (2015)
Zengqiang Chen, Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
Entropy of Weighted Graphs with Randi'c Weights. Entropy 17 (6) (2015)
Matthias Dehmer, Frank Emmert-Streib, Martin Grabner
A computational approach to construct a multivariate complete graph invariant. Inf. Sci. 260 (2014)
Frank Emmert-Streib, Ricardo de Matos Simoes, Galina V. Glazko, Simon McDade, Benjamin Haibe-Kains, Andreas Holzinger, Matthias Dehmer, Frederick Campbell
Functional and genetic analysis of the colon cancer network. BMC Bioinform. 15 (S-6) (2014)
Shailesh Tripathi, Matthias Dehmer, Frank Emmert-Streib
NetBioV: an R package for visualizing large network data in biology and medicine. Bioinform. 30 (19) (2014)
Veronika Kraus, Matthias Dehmer, Frank Emmert-Streib
Probabilistic inequalities for evaluating structural network measures. Inf. Sci. 288 (2014)
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
Gene Sets Net Correlations Analysis (GSNCA): a multivariate differential coexpression test for gene sets. Bioinform. 30 (3) (2014)
Zengqiang Chen, Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
Entropy bounds for dendrimers. Appl. Math. Comput. 242 (2014)
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
Comparative evaluation of gene set analysis approaches for RNA-Seq data. BMC Bioinform. 15 (2014)
Matthias Dehmer, Martin Grabner, Abbe Mowshowitz, Frank Emmert-Streib
An efficient heuristic approach to detecting graph isomorphism based on combinations of highly discriminating invariants. Adv. Comput. Math. 39 (2) (2013)
Andreas Dander, Laurin A. J. Mueller, Ralf Gallasch, Stephan Pabinger, Frank Emmert-Streib, Armin Graber, Matthias Dehmer
[COMMODE] a large-scale database of molecular descriptors using compounds from PubChem. Source Code Biol. Medicine 8 (2013)
Ricardo de Matos Simoes, Shailesh Tripathi, Frank Emmert-Streib
Organizational structure and the periphery of the gene regulatory network in B-cell lymphoma. BMC Syst. Biol. 6 (2012)
Frank Emmert-Streib
Evolutionary dynamics of the spatial Prisoner's Dilemma with self-inhibition. Appl. Math. Comput. 218 (11) (2012)
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
Gene set analysis for self-contained tests: complex null and specific alternative hypotheses. Bioinform. 28 (23) (2012)
Frank Emmert-Streib
Universal construction mechanism for networks from one-dimensional symbol sequences. Appl. Math. Comput. 219 (3) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frank Emmert-Streib