Frank Emmert-Streib

150 papers C 1Journal 128Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluation of Question Answering Systems: Complexity of Judging a Natural Language.
ACM Comput. Surv.
Amer Farea, Zhen Yang, Kien Duong, Nadeesha Perera, Frank Emmert-Streib
2026 J jnl
Implementing physics-informed neural networks with deep learning for differential equations.
Frontiers Artif. Intell.
Frank Emmert-Streib, Shailesh Tripathi, Amer Farea, Andreas Holzinger
2025 J jnl
Aspects on the optimal decoupling point setting problem.
Appl. Math. Comput.
Herbert Jodlbauer, Matthias Dehmer, Frank Emmert-Streib
2025 J jnl
Deep mining the textual gold in relation extraction.
Artif. Intell. Rev.
Tanvi Sharma, Frank Emmert-Streib
2025 J jnl
Digital twin models for predicting venetoclax and azacitidine-induced neutropenia in patients with acute myeloid leukemia.
npj Digit. Medicine
Yue Zhang, Jonathan Martinez, Bahar Tercan, Heikki Kuusanmäki, Frank Emmert-Streib, Jerome G. Chandraseelan, Amer Farea, Olli Yli-Harja, Caroline A. Heckman, David L. Gibbs, Vesteinn Thorsson, Ilya Shmulevich, Mika Kontro, Guangrong Qin, Boris Aguilar
2025 J jnl
The role of digital twins in P4 medicine: A paradigm for modern healthcare.
npj Digit. Medicine
Frank Emmert-Streib, Seppo Parkkila, Reinhard Laubenbacher, Arto Mannermaa, Leroy Hood, Olli Yli-Harja
2025 J jnl
Understanding question-answering systems: Evolution, applications, trends, and challenges.
Eng. Appl. Artif. Intell.
Amer Farea, Frank Emmert-Streib
2024 J jnl
Advanced Scientometric Analysis of Scientific Machine Learning and PINNs: Topic Modeling and Trend Analysis.
IEEE Access
Frank Emmert-Streib, Shailesh Tripathi, Amer Farea, Olli Yli-Harja
2024 J jnl
Experimental Design of Extractive Question-Answering Systems: Influence of Error Scores and Answer Length.
J. Artif. Intell. Res.
Amer Farea, Frank Emmert-Streib
2024 J jnl
Human Team Behavior and Predictability in the Massively Multiplayer Online Game WOT Blitz.
ACM Trans. Web
Frank Emmert-Streib, Shailesh Tripathi, Matthias Dehmer
2024 J jnl
Investigating the optimal number of topics by advanced text-mining techniques: Sustainable energy research.
Eng. Appl. Artif. Intell.
Amer Farea, Shailesh Tripathi, Galina V. Glazko, Frank Emmert-Streib
2024 J jnl
Is ChatGPT the way toward artificial general intelligence.
Discov. Artif. Intell.
Frank Emmert-Streib
2024 J jnl
Optimal performance of Binary Relevance CNN in targeted multi-label text classification.
Knowl. Based Syst.
Zhen Yang, Frank Emmert-Streib
2023 J jnl
Analyzing the Scholarly Literature of Digital Twin Research: Trends, Topics and Structure.
IEEE Access
Frank Emmert-Streib, Shailesh Tripathi, Matthias Dehmer
2023 J jnl
Defining a Digital Twin: A Data Science-Based Unification.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib
2023 J jnl
Editorial: Insights in AI: Medicine and public health 2022.
Frontiers Artif. Intell.
Thomas Hartung, Jun Deng, Raghvendra Mall, Alejandro F. Frangi, Frank Emmert-Streib, Tuan D. Pham
2023 J jnl
Threshold-Learned CNN for Multi-Label Text Classification of Electronic Health Records.
IEEE Access
Zhen Yang, Frank Emmert-Streib
2022 J jnl
A data-centric review of deep transfer learning with applications to text data.
Inf. Sci.
Samar Bashath, Nadeesha Perera, Shailesh Tripathi, Kalifa Manjang, Matthias Dehmer, Frank Emmert-Streib
2022 J jnl
Comparison of Text Mining Models for Food and Dietary Constituent Named-Entity Recognition.
Mach. Learn. Knowl. Extr.
Nadeesha Perera, Thi Thuy Linh Nguyen, Matthias Dehmer, Frank Emmert-Streib
2022 J jnl
Evaluation of Question Answering Systems: Complexity of judging a natural language.
CoRR
Amer Farea, Zhen Yang, Kien Duong, Nadeesha Perera, Frank Emmert-Streib
2022 J jnl
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence.
Inf. Fusion
Andreas Holzinger, Matthias Dehmer, Frank Emmert-Streib, Rita Cucchiara, Isabelle Augenstein, Javier Del Ser, Wojciech Samek, Igor Jurisica, Natalia Díaz Rodríguez
2022 J jnl
Szeged-like entropies of graphs.
Appl. Math. Comput.
Matthias Dehmer, Frank Emmert-Streib, Niko Tratnik, Petra Zigert Pletersek
2022 J jnl
Taxonomy of machine learning paradigms: A data-centric perspective.
WIREs Data Mining Knowl. Discov.
Frank Emmert-Streib, Matthias Dehmer
2022 J jnl
The usefulness of topological indices.
Inf. Sci.
Yuede Ma, Matthias Dehmer, Urs-Martin Künzi, Shailesh Tripathi, Modjtaba Ghorbani, Jin Tao, Frank Emmert-Streib
2021 J jnl
Data-Driven Computational Social Network Science: Predictive and Inferential Models for Web-Enabled Scientific Discoveries.
Frontiers Big Data
Frank Emmert-Streib, Matthias Dehmer
2021 J jnl
Editorial: Artificial Intelligence for Precision Medicine.
Frontiers Artif. Intell.
Jun Deng, Thomas Hartung, Enrico Capobianco, Jake Y. Chen, Frank Emmert-Streib
2021 J jnl
Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing.
Frontiers Artif. Intell.
Shailesh Tripathi, David Muhr, Manuel Brunner, Herbert Jodlbauer, Matthias Dehmer, Frank Emmert-Streib
2021 J jnl
From the Digital Data Revolution toward a Digital Society: Pervasiveness of Artificial Intelligence.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib
2021 C conf
Identifying key interactions between process variables of different material categories using mutual information-based network inference method.
ISM
Shailesh Tripathi, Herbert Jodlbauer, Christian Mittermayr, Frank Emmert-Streib
2021 J jnl
On the relationship between PageRank and automorphisms of a graph.
Inf. Sci.
Modjtaba Ghorbani, Matthias Dehmer, Abdullah Lotfi, Najaf Amraei, Abbe Mowshowitz, Frank Emmert-Streib
2021 J jnl
Properties of Commuting Graphs over Semidihedral Groups.
Symmetry
Tao Cheng, Matthias Dehmer, Frank Emmert-Streib, Yongtao Li, Weijun Liu
2021 J jnl
Relationships between symmetry-based graph measures.
Inf. Sci.
Yuede Ma, Matthias Dehmer, Urs-Martin Künzi, Abbe Mowshowitz, Shailesh Tripathi, Modjtaba Ghorbani, Frank Emmert-Streib
2020 J jnl
A clarification of misconceptions, myths and desired status of artificial intelligence.
CoRR
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
2020 J jnl
A novel epidemic model considering demographics and intercity commuting on complex dynamical networks.
Appl. Math. Comput.
Qian Yin, Zhishuang Wang, Chengyi Xia, Matthias Dehmer, Frank Emmert-Streib, Zhen Jin
2020 J jnl
An Introductory Review of Deep Learning for Prediction Models With Big Data.
Frontiers Artif. Intell.
Frank Emmert-Streib, Zhen Yang, Han Feng, Shailesh Tripathi, Matthias Dehmer
2020 J jnl
Artificial Intelligence: A Clarification of Misconceptions, Myths and Desired Status.
Frontiers Artif. Intell.
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
2020 J jnl
Distributed Event-Triggered Circular Formation Control for Multiple Anonymous Mobile Robots With Order Preservation and Obstacle Avoidance.
IEEE Access
Peng Xu, Wenxiang Li, Jin Tao, Matthias Dehmer, Frank Emmert-Streib, Guangming Xie, Minyi Xu, Quan Zhou
2020 J jnl
Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing.
CoRR
Shailesh Tripathi, David Muhr, Manuel Brunner, Frank Emmert-Streib, Herbert Jodlbauer, Matthias Dehmer
2020 J jnl
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
Weijun Liu, Jingwen Ban, Lihua Feng, Tao Cheng, Frank Emmert-Streib, Matthias Dehmer
2020 J jnl
Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective.
CoRR
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
2020 J jnl
Explainable artificial intelligence and machine learning: A reality rooted perspective.
WIREs Data Mining Knowl. Discov.
Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer
2020 J jnl
From the digital data revolution to digital health and digital economy toward a digital society: Pervasiveness of Artificial Intelligence.
CoRR
Frank Emmert-Streib
2020 J jnl
On graph entropy measures based on the number of independent sets and matchings.
Inf. Sci.
Pengfei Wan, Xinzhuang Chen, Jianhua Tu, Matthias Dehmer, Shenggui Zhang, Frank Emmert-Streib
2020 J jnl
On the Degeneracy of the Orbit Polynomial and Related Graph Polynomials.
Symmetry
Modjtaba Ghorbani, Matthias Dehmer, Frank Emmert-Streib
2020 J jnl
On the zeros of the partial Hosoya polynomial of graphs.
Inf. Sci.
Modjtaba Ghorbani, Matthias Dehmer, Shujuan Cao, Lihua Feng, Jin Tao, Frank Emmert-Streib
2020 J jnl
Partition and Colored Distances in Graphs Induced to Subsets of Vertices and Some of Its Applications.
Symmetry
Mohammad Javad Nadjafi-Arani, Mahsa Mirzargar, Frank Emmert-Streib, Matthias Dehmer
2020 J jnl
Relations and bounds for the zeros of graph polynomials using vertex orbits.
Appl. Math. Comput.
Matthias Dehmer, Frank Emmert-Streib, Abbe Mowshowitz, Aleksandar Ilic, Zengqiang Chen, Guihai Yu, Lihua Feng, Modjtaba Ghorbani, Kurt Varmuza, Jin Tao
2020 J jnl
The Orbit-Polynomial: A Novel Measure of Symmetry in Networks.
IEEE Access
Matthias Dehmer, Zengqiang Chen, Frank Emmert-Streib, Abbe Mowshowitz, Kurt Varmuza, Lihua Feng, Herbert Jodlbauer, Yongtang Shi, Jin Tao
2020 J jnl
The Role of Symmetry in the Aesthetics of Residential Building Façades Using Cognitive Science Methods.
Symmetry
Hamidreza Azemati, Fatemeh Jam, Modjtaba Ghorbani, Matthias Dehmer, Reza Ebrahimpour, Abdolhamid Ghanbaran, Frank Emmert-Streib
2020 J jnl
The watching system as a generalization of identifying code.
Appl. Math. Comput.
Modjtaba Ghorbani, Matthias Dehmer, Hamidreza Maimani, Sheyda Maddah, Maryam Roozbayani, Frank Emmert-Streib
2019 J jnl
A Graph Theoretic Approach to Construct Desired Cryptographic Boolean Functions.
Axioms
Modjtaba Ghorbani, Matthias Dehmer, Vahid Taghvayi-Yazdelli, Frank Emmert-Streib
2019 J jnl
A Machine Learning Perspective on Personalized Medicine: An Automized, Comprehensive Knowledge Base with Ontology for Pattern Recognition.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
A Note on Distance-Based Entropy of Dendrimers.
Axioms
Modjtaba Ghorbani, Matthias Dehmer, Samaneh Zangi, Abbe Mowshowitz, Frank Emmert-Streib
2019 J jnl
A Note on Graphs with Prescribed Orbit Structure.
Entropy
Abbe Mowshowitz, Matthias Dehmer, Frank Emmert-Streib
2019 J jnl
A comprehensive survey of error measures for evaluating binary decision making in data science.
WIREs Data Mining Knowl. Discov.
Frank Emmert-Streib, Salissou Moutari, Matthias Dehmer
2019 J jnl
Constrained Covariance Matrices With a Biologically Realistic Structure: Comparison of Methods for Generating High-Dimensional Gaussian Graphical Models.
Frontiers Appl. Math. Stat.
Frank Emmert-Streib, Shailesh Tripathi, Matthias Dehmer
2019 J jnl
Defining Data Science by a Data-Driven Quantification of the Community.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods.
Mach. Learn. Knowl. Extr.
Aliyu Musa, Matthias Dehmer, Olli Yli-Harja, Frank Emmert-Streib
2019 J jnl
Graph entropy based on the number of spanning forests of
Appl. Math. Comput.
Pengfei Wan, Jianhua Tu, Matthias Dehmer, Shenggui Zhang, Frank Emmert-Streib
2019 J jnl
Hermitian normalized Laplacian matrix for directed networks.
Inf. Sci.
Guihai Yu, Matthias Dehmer, Frank Emmert-Streib, Herbert Jodlbauer
2019 J jnl
High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
Hosoya entropy of fullerene graphs.
Appl. Math. Comput.
Modjtaba Ghorbani, Matthias Dehmer, Mina Rajabi-Parsa, Frank Emmert-Streib, Abbe Mowshowitz
2019 J jnl
Inference of Genome-Scale Gene Regulatory Networks: Are There Differences in Biological and Clinical Validations?
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
Introduction to Survival Analysis in Practice.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
Large-Scale Simultaneous Inference with Hypothesis Testing: Multiple Testing Procedures in Practice.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
On Properties of Distance-Based Entropies on Fullerene Graphs.
Entropy
Modjtaba Ghorbani, Matthias Dehmer, Mina Rajabi-Parsa, Abbe Mowshowitz, Frank Emmert-Streib
2019 J jnl
On efficient network similarity measures.
Appl. Math. Comput.
Matthias Dehmer, Zengqiang Chen, Yongtang Shi, Yusen Zhang, Shailesh Tripathi, Modjtaba Ghorbani, Abbe Mowshowitz, Frank Emmert-Streib
2019 J jnl
On the degeneracy of the Randić entropy and related graph measures.
Inf. Sci.
Matthias Dehmer, Zengqiang Chen, Abbe Mowshowitz, Herbert Jodlbauer, Frank Emmert-Streib, Yongtang Shi, Shailesh Tripathi, Chengyi Xia
2019 J jnl
The Hosoya Entropy of Graphs Revisited.
Symmetry
Modjtaba Ghorbani, Matthias Dehmer, Abbe Mowshowitz, Jin Tao, Frank Emmert-Streib
2019 J jnl
The Maximum Hosoya Index of Unicyclic Graphs with Diameter at Most Four.
Symmetry
Weijun Liu, Jingwen Ban, Lihua Feng, Tao Cheng, Frank Emmert-Streib, Matthias Dehmer
2019 J jnl
Towards detecting structural branching and cyclicity in graphs: A polynomial-based approach.
Inf. Sci.
Matthias Dehmer, Zengqiang Chen, Frank Emmert-Streib, Abbe Mowshowitz, Yongtang Shi, Shailesh Tripathi, Yusen Zhang
2019 J jnl
Understanding Statistical Hypothesis Testing: The Logic of Statistical Inference.
Mach. Learn. Knowl. Extr.
Frank Emmert-Streib, Matthias Dehmer
2018 J jnl
A review of connectivity map and computational approaches in pharmacogenomics.
Briefings Bioinform.
Aliyu Musa, Laleh Soltan Ghoraie, Shu-Dong Zhang, Galina V. Glazko, Olli Yli-Harja, Matthias Dehmer, Benjamin Haibe-Kains, Frank Emmert-Streib
2018 J jnl
Data Analytics Applications for Streaming Data From Social Media: What to Predict?
Frontiers Big Data
Frank Emmert-Streib, Olli P. Yli-Harja, Matthias Dehmer
2018 J jnl
Graph measures with high discrimination power revisited: A random polynomial approach.
Inf. Sci.
Matthias Dehmer, Zengqiang Chen, Frank Emmert-Streib, Yongtang Shi, Shailesh Tripathi
2018 J jnl
MetrIntSimil - An Accurate and Robust Metric for Comparison of Similarity in Intelligence of Any Number of Cooperative Multiagent Systems.
Symmetry
László Barna Iantovics, Matthias Dehmer, Frank Emmert-Streib
2018 J jnl
Understanding the World Economy in Terms of Networks: A Survey of Data-Based Network Science Approaches on Economic Networks.
Frontiers Appl. Math. Stat.
Frank Emmert-Streib, Shailesh Tripathi, Olli Yli-Harja, Matthias Dehmer
2017 J jnl
A review of connectivity map and computational approaches in pharmacogenomics.
Briefings Bioinform.
Aliyu Musa, Laleh Soltan Ghoraie, Shu-Dong Zhang, Galina V. Glazko, Olli Yli-Harja, Matthias Dehmer, Benjamin Haibe-Kains, Frank Emmert-Streib
2017 J jnl
GSAR: Bioconductor package for Gene Set analysis in R.
BMC Bioinform.
Yasir Rahmatallah, Boris L. Zybailov, Frank Emmert-Streib, Galina V. Glazko
2017 J jnl
Highly unique network descriptors based on the roots of the permanental polynomial.
Inf. Sci.
Matthias Dehmer, Frank Emmert-Streib, Bo Hu, Yongtang Shi, Monica Stefu, Shailesh Tripathi
2017 J jnl
MetrIntMeas a novel metric for measuring the intelligence of a swarm of cooperating agents.
Cogn. Syst. Res.
László Barna Iantovics, Frank Emmert-Streib, Sabri Arik
2017 J jnl
Quantitative Graph Theory: A new branch of graph theory and in network science.
CoRR
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
2017 J jnl
Quantitative Graph Theory: A new branch of graph theory and network science.
Inf. Sci.
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
2017 J jnl
Toward Measuring Network Aesthetics Based on Symmetry.
Axioms
Zengqiang Chen, Matthias Dehmer, Frank Emmert-Streib, Abbe Mowshowitz, Yongtang Shi
2017 J jnl
sgnesR: An R package for simulating gene expression data from an underlying real gene network structure considering delay parameters.
BMC Bioinform.
Shailesh Tripathi, Jason Lloyd-Price, Andre S. Ribeiro, Olli Yli-Harja, Matthias Dehmer, Frank Emmert-Streib
2016 J jnl
Comparison of module detection algorithms in protein networks and investigation of the biological meaning of predicted modules.
BMC Bioinform.
Shailesh Tripathi, Salissou Moutari, Matthias Dehmer, Frank Emmert-Streib
2016 J jnl
Fifty years of graph matching, network alignment and network comparison.
Inf. Sci.
Frank Emmert-Streib, Matthias Dehmer, Yongtang Shi
2016 J jnl
Gene set analysis approaches for RNA-seq data: performance evaluation and application guideline.
Briefings Bioinform.
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
2016 — conf
Mathematical Modeling in Systems Biology.
WIVACE
Olli Yli-Harja, Frank Emmert-Streib, Jari Yli-Hietanen
2016 J jnl
samExploreR: exploring reproducibility and robustness of RNA-seq results based on SAM files.
Bioinform.
Alexey Stupnikov, Shailesh Tripathi, Ricardo de Matos Simoes, Darragh G. McArt, Manuel Salto-Tellez, Galina V. Glazko, Matthias Dehmer, Frank Emmert-Streib
2015 J jnl
Entropy of Weighted Graphs with Randi'c Weights.
Entropy
Zengqiang Chen, Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
2015 J jnl
Graph distance measures based on topological indices revisited.
Appl. Math. Comput.
Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
2015 — conf
Network signatures based on gene pair expression ratios improve classification and the analysis of muscle-invasive urothelial cancer.
BIBM
Ricardo de Matos Simoes, Constantine Mitsiades, Kate E. Williamson, Frank Emmert-Streib
2015 J jnl
Urothelial cancer gene regulatory networks inferred from large-scale RNAseq, Bead and Oligo gene expression data.
BMC Syst. Biol.
Ricardo de Matos Simoes, Sabine Dalleau, Kate E. Williamson, Frank Emmert-Streib
2014 J jnl
A computational approach to construct a multivariate complete graph invariant.
Inf. Sci.
Matthias Dehmer, Frank Emmert-Streib, Martin Grabner
2014 J jnl
Comparative evaluation of gene set analysis approaches for RNA-Seq data.
BMC Bioinform.
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
2014 J jnl
Entropy bounds for dendrimers.
Appl. Math. Comput.
Zengqiang Chen, Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi
2014 J jnl
Functional and genetic analysis of the colon cancer network.
BMC Bioinform.
Frank Emmert-Streib, Ricardo de Matos Simoes, Galina V. Glazko, Simon S. McDade, Benjamin Haibe-Kains, Andreas Holzinger, Matthias Dehmer, Frederick Campbell
2014 J jnl
Gene Sets Net Correlations Analysis (GSNCA): a multivariate differential coexpression test for gene sets.
Bioinform.
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
2014 J jnl
NetBioV: an R package for visualizing large network data in biology and medicine.
Bioinform.
Shailesh Tripathi, Matthias Dehmer, Frank Emmert-Streib
2014 J jnl
Probabilistic inequalities for evaluating structural network measures.
Inf. Sci.
Veronika Kraus, Matthias Dehmer, Frank Emmert-Streib
2013 J jnl
An efficient heuristic approach to detecting graph isomorphism based on combinations of highly discriminating invariants.
Adv. Comput. Math.
Matthias Dehmer, Martin Grabner, Abbe Mowshowitz, Frank Emmert-Streib
2013 J jnl
[COMMODE] a large-scale database of molecular descriptors using compounds from PubChem.
Source Code Biol. Medicine
Andreas Dander, Laurin A. J. Mueller, Ralf Gallasch, Stephan Pabinger, Frank Emmert-Streib, Armin Graber, Matthias Dehmer
2012 J jnl
Detecting sequence dependent transcriptional pauses from RNA and protein number time series.
BMC Bioinform.
Frank Emmert-Streib, Antti Häkkinen, Andre S. Ribeiro
2012 J jnl
Evolutionary dynamics of the spatial Prisoner's Dilemma with self-inhibition.
Appl. Math. Comput.
Frank Emmert-Streib
2012 J jnl
Gene set analysis for self-contained tests: complex null and specific alternative hypotheses.
Bioinform.
Yasir Rahmatallah, Frank Emmert-Streib, Galina V. Glazko
2012 J jnl
Organizational structure and the periphery of the gene regulatory network in B-cell lymphoma.
BMC Syst. Biol.
Ricardo de Matos Simoes, Shailesh Tripathi, Frank Emmert-Streib
2012 J jnl
Universal construction mechanism for networks from one-dimensional symbol sequences.
Appl. Math. Comput.
Frank Emmert-Streib
2011 — ch.
A Brief Introduction to Complex Networks and Their Analysis.
Structural Analysis of Complex Networks
Frank Emmert-Streib
2011 — ch.
Mining Graph Patterns in Web-based Systems: A Conceptual View.
Genres on the Web
Matthias Dehmer, Frank Emmert-Streib
2011 J jnl
Pathway Analysis of Expression Data: Deciphering Functional Building Blocks of Complex Diseases.
PLoS Comput. Biol.
Frank Emmert-Streib, Galina V. Glazko
2011 J jnl
Structural Measures for Network Biology Using QuACN.
BMC Bioinform.
Laurin A. J. Mueller, Karl G. Kugler, Armin Graber, Frank Emmert-Streib, Matthias Dehmer
2011 — book
Towards an Information Theory of Complex Networks - Statistical Methods and Applications.
Matthias Dehmer, Frank Emmert-Streib, Alexander Mehler
2010 J jnl
Identifying critical financial networks of the DJIA: Toward a network-based index.
Complex.
Frank Emmert-Streib, Matthias Dehmer
2010 J jnl
Inferring the conservative causal core of gene regulatory networks.
BMC Syst. Biol.
Gökmen Altay, Frank Emmert-Streib
2010 J jnl
Revealing differences in gene network inference algorithms on the network level by ensemble methods.
Bioinform.
Gökmen Altay, Frank Emmert-Streib
2009 J jnl
Hierarchical coordination of periodic genes in the cell cycle of Saccharomyces cerevisiae.
BMC Syst. Biol.
Frank Emmert-Streib, Matthias Dehmer
2009 J jnl
Information processing in the transcriptional regulatory network of yeast: Functional robustness.
BMC Syst. Biol.
Frank Emmert-Streib, Matthias Dehmer
2009 J jnl
On Entropy-Based Molecular Descriptors: Statistical Analysis of Real and Synthetic Chemical Structures.
J. Chem. Inf. Model.
Matthias Dehmer, Kurt Varmuza, Stephan Borgert, Frank Emmert-Streib
2009 — conf
Organizational Structure of the Transcriptional Regulatory Network of Yeast: Periodic Genes.
Complex (1)
Frank Emmert-Streib, Matthias Dehmer
2009 — conf
Towards Network Complexity.
Complex (1)
Matthias Dehmer, Frank Emmert-Streib
2009 — conf
Towards a Partitioning of the Input Space of Boolean Networks: Variable Selection Using Bagging.
Complex (1)
Frank Emmert-Streib, Matthias Dehmer
2009 J jnl
Unite and conquer: univariate and multivariate approaches for finding differentially expressed gene sets.
Bioinform.
Galina V. Glazko, Frank Emmert-Streib
2008 J jnl
A comparative analysis of multidimensional features of objects resembling sets of graphs.
Appl. Math. Comput.
Matthias Dehmer, Frank Emmert-Streib, Tanja Gesell
2008 — conf
Optimize Observational Time Points to Maximize the Inferability of Gene Networks.
BIOCOMP
Frank Emmert-Streib, Andre S. Ribeiro
2008 J jnl
Preface.
Appl. Artif. Intell.
Frank Emmert-Streib, Hamid R. Arabnia, Mary Qu Yang
2008 — ed.
Proceedings of the 2008 International Conference on Information Theory and Statistical Learning, ITSL 2008, Las Vegas, Nevada, USA, July 14-17, 2008
ITSL
Matthias Dehmer, Michael Drmota, Frank Emmert-Streib
2008 J jnl
Structural information content of networks: Graph entropy based on local vertex functionals.
Comput. Biol. Chem.
Matthias Dehmer, Frank Emmert-Streib
2007 — conf
A Graph Mining Technique for Automatic Classification of Web Genre Data.
MLMTA
Matthias Dehmer, Frank Emmert-Streib, Andreas Zulauf
2007 J jnl
A topological algorithm for identification of structural domains of proteins.
BMC Bioinform.
Frank Emmert-Streib, Arcady R. Mushegian
2007 J jnl
Comparing large graphs efficiently by margins of feature vectors.
Appl. Math. Comput.
Matthias Dehmer, Frank Emmert-Streib
2007 — conf
Global Information Processing in Gene Networks: Fault Tolerance.
BIONETICS
Frank Emmert-Streib, Matthias Dehmer
2007 — conf
Graph-theoretical Characterizations of Generalized Trees.
MLMTA
Matthias Dehmer, Alexander Mehler, Frank Emmert-Streib
2007 J jnl
Information theoretic measures of UHG graphs with low computational complexity.
Appl. Math. Comput.
Frank Emmert-Streib, Matthias Dehmer
2007 — conf
Optimization Procedure for Predicting Nonlinear Time Series Based on a Non-Gaussian Noise Model.
MICAI
Frank Emmert-Streib, Matthias Dehmer
2007 — ed.
Proceedings of the 2007 International Conference on Machine Learning; Models, Technologies & Applications, MLMTA 2007, June 25-28, 2007, Las Vegas Nevada, USA
MLMTA
Hamid R. Arabnia, Matthias Dehmer, Frank Emmert-Streib, Mary Qu Yang
2007 J jnl
Structural similarity of directed universal hierarchical graphs: A low computational complexity approach.
Appl. Math. Comput.
Matthias Dehmer, Frank Emmert-Streib
2007 J jnl
The Chronic Fatigue Syndrome: A Comparative Pathway Analysis.
J. Comput. Biol.
Frank Emmert-Streib
2007 J jnl
Topological mappings between graphs, trees and generalized trees.
Appl. Math. Comput.
Frank Emmert-Streib, Matthias Dehmer
2006 — conf
A Novel Stochastic Learning Rule for Neural Networks.
ISNN (1)
Frank Emmert-Streib
2006 J jnl
A similarity measure for graphs with low computational complexity.
Appl. Math. Comput.
Matthias Dehmer, Frank Emmert-Streib, Jürgen Kilian
2006 J jnl
Algorithmic Computation of Knot Polynomials of Secondary Structure Elements of Proteins.
J. Comput. Biol.
Frank Emmert-Streib
2006 — conf
Influence of Prior Information on the Reconstruction of the Yeast Cell Cycle from Microarray Data.
BIOCOMP
Frank Emmert-Streib, Matthias Dehmer, Chris Seidel
2006 J jnl
Influence of the neural network topology on the learning dynamics.
Neurocomputing
Frank Emmert-Streib
2006 — conf
Theoretical Bounds for the Number of Inferable Edges in Sparse Random Networks.
BIOCOMP
Frank Emmert-Streib, Matthias Dehmer
2005 — conf
A Neurobiologically Motivated Model for Self-organized Learning.
MICAI
Frank Emmert-Streib
2005 — conf
Classification of Large Graphs by a Local Tree Decomposition.
DMIN
Frank Emmert-Streib, Matthias Dehmer, Jürgen Kilian
2003 — —
Aktive computation in offenen Systemen: Lerndynamiken in biologischen Systemen: vom Netzwerk zum Organismus.
Frank Emmert-Streib
2001 J jnl
A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeons.
Neurocomputing
Jens R. Otterpohl, Frank Emmert-Streib, Klaus Pawelzik