| A network approach to topic models M Gerlach, TP Peixoto, EG Altmann Science Advances 4 (7), eaaq1360, 2018 | 288 | 2018 |
| Large-scale investigation of the reasons why potentially important genes are ignored T Stoeger, M Gerlach, RI Morimoto, A LAN PLOS Biology 16, e2006643, 2018 | 263 | 2018 |
| A robust data-driven approach identifies four personality types across four large data sets M Gerlach, B Farb, W Revelle, LAN Amaral Nature Human Behaviour, 2018 | 211 | 2018 |
| Stochastic model for the vocabulary growth in natural languages M Gerlach, EG Altmann Physical Review X 3 (2), 021006, 2013 | 172 | 2013 |
| Is this scaling nonlinear? JC Leitao, JM Miotto, M Gerlach, EG Altmann Royal Society Open Science 3, 150649, 2016 | 142 | 2016 |
| Statistical laws in linguistics EG Altmann, M Gerlach Creativity and Universality in Language, 7-26, 2016 | 115 | 2016 |
| A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguistics M Gerlach, F Font-Clos Entropy 22 (1), 126, 2020 | 99 | 2020 |
| Scaling laws and fluctuations in the statistics of word frequencies M Gerlach, EG Altmann New Journal of Physics 16 (11), 113010, 2014 | 77 | 2014 |
| A universal information theoretic approach to the identification of stopwords M Gerlach, H Shi, LAN Amaral Nature Machine Intelligence, 2019 | 64 | 2019 |
| Extracting information from S-curves of language change F Ghanbarnejad, M Gerlach, JM Miotto, EG Altmann Journal of the Royal Society Interface 11 (101), 20141044-20141044, 2014 | 63 | 2014 |
| Testing Statistical Laws in Complex Systems M Gerlach, EG Altmann Physical Review Letters 122, 168301, 2019 | 61 | 2019 |
| Using text analysis to quantify the similarity and evolution of scientific disciplines L Dias, M Gerlach, J Scharloth, EG Altmann Royal Society open science 5 (1), 171545, 2018 | 57 | 2018 |
| Similarity of symbol frequency distributions with heavy tails M Gerlach, F Font-Clos, EG Altmann Physical Review X 6 (2), 021009, 2016 | 48 | 2016 |
| A Taxonomy of Knowledge Gaps for Wikimedia Projects (Second Draft) M Redi, M Gerlach, I Johnson, J Morgan, L Zia arXiv preprint arXiv:2008.12314, 2020 | 43 | 2020 |
| Generalized Entropies and the Similarity of Texts EG Altmann, L Dias, M Gerlach Journal of Statistical Mechanics 2017, 014002, 2016 | 26 | 2016 |
| A new evaluation framework for topic modeling algorithms based on synthetic corpora H Shi, M Gerlach, I Diersen, D Downey, LAN Amaral Proceedings of the 22nd International Conference on Artificial Intelligence …, 2019 | 25 | 2019 |
| Language-agnostic Topic Classification for Wikipedia I Johnson, M Gerlach, D Saez-Trumper WWW '21: Companion Proceedings of the Web Conference 2021, 594-601, 2021 | 23 | 2021 |
| Multilayer networks for text analysis with multiple data types CC Hyland, Y Tao, L Azizi, M Gerlach, TP Peixoto, EG Altmann EPJ Data Science 10 (1), 33, 2021 | 21 | 2021 |
| Large-scale analysis of micro-level citation patterns reveals nuanced selection criteria Poncela-Casasnovas, M Gerlach, N Aguirre, LAN Amaral Nature Human Behaviour, 2019 | 18 | 2019 |
| A large-scale characterization of how readers browse Wikipedia T Piccardi, M Gerlach, A Arora, R West ACM Transactions on the Web 17 (2), 1-22, 2023 | 17 | 2023 |
Eduardo G. AltmannProfessor, School of Mathematics and Statistics, University of SydneyVerified email at sydney.edu.au
