Frank Emmert-Streib
About me
The Predictive Society and Data Analytics Lab pursues research in data
science. Data science comprises all methods from machine learning, artificial intelligence and statistics but places data in the center of focus. We are particularly interested in developing and applying high-dimensional methods that can be used for the interrogation of genomics and text data. Frequently, we are combining such methods with network science to obtain holistic interpretations of the underlying problem.
For more information please visit: www.bio-complexity.com
Latest publications
Analyzing the Scholarly Literature of Digital Twin Research: Trends, Topics and Structure
Emmert-Streib, F., Tripathi, S. & Dehmer, M., 2023, In: IEEE Access. 11, p. 69649-69666 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
A Study of Roots of a Certain Class of Counting Polynomials
Ghorbani, M., Alidehi-Ravandi, R., Dehmer, M. & Emmert-Streib, F., Jul 2023, In: Mathematics. 11, 13, 2876.Research output: Contribution to journal › Article › Scientific › peer-review
Can ChatGPT understand genetics?
Emmert-Streib, F., 5 Jul 2023, (E-pub ahead of print) In: EUROPEAN JOURNAL OF HUMAN GENETICS.Research output: Contribution to journal › Comment/debate › Scientific
Defining a Digital Twin: A Data Science-Based Unification
Emmert-Streib, F., 2023, In: Machine Learning and Knowledge Extraction. 5, 3, p. 1036-1054 19 p.Research output: Contribution to journal › Article › Scientific › peer-review
Editorial: Insights in AI: Medicine and public health 2022
Hartung, T., Deng, J., Mall, R., Frangi, A. F., Emmert-Streib, F. & Pham, T. D., 2023, In: Frontiers in artificial intelligence. 6, 1166426.Research output: Contribution to journal › Editorial › Scientific
Threshold-learned CNN for multi-label text classification of electronic health records
Yang, Z. & Emmert-Streib, F., 28 Aug 2023, In: IEEE Access. 11, p. 93402 - 93419Research output: Contribution to journal › Article › Scientific › peer-review
What Is the Role of AI for Digital Twins?
Emmert-Streib, F., Sept 2023, In: AI. 4, 3, p. 721-728 8 p.Research output: Contribution to journal › Article › Scientific
A data-centric review of deep transfer learning with applications to text data
Bashath, S., Perera, N., Tripathi, S., Manjang, K., Dehmer, M. & Streib, F. E., Mar 2022, In: Information Sciences. 585, p. 498-528 31 p.Research output: Contribution to journal › Article › Scientific › peer-review
Artificial Intelligence for Precision Medicine
Deng, J. (ed.), Hartung, T. (ed.), Capobianco, E. (ed.), Chen, J. Y. (ed.) & Emmert-Streib, F. (ed.), 2022, 120 p. (Frontiers Research Topics)Research output: Book/Report › Anthology › Scientific › peer-review
Comparison of Text Mining Models for Food and Dietary Constituent Named-Entity Recognition
Perera, N., Nguyen, T. T. L., Dehmer, M. & Emmert-Streib, F., Mar 2022, In: Machine Learning and Knowledge Extraction. 4, 1, p. 254-275 22 p.Research output: Contribution to journal › Article › Scientific › peer-review