Luı́s Torgo
Impact in
- Artificial Intelligence top 0.5%
- Imbalanced Data Classification Techniques
- Machine Learning and Data Classification
- Anomaly Detection Techniques and Applications
- Data Stream Mining Techniques
- Machine Learning and Algorithms
Papers in
-
- Imbalanced Data Classification Techniques 32
- Machine Learning and Data Classification 20
- Anomaly Detection Techniques and Applications 19
- Neural Networks and Applications 12
-
- Data Mining Algorithms and Applications 22
- Co-authors
- Rita P. Ribeiro (19 shared papers)Paula Branco (25 shared papers)Bernd Bischl (4 shared papers)Jan N. van Rijn (4 shared papers)Joaquin Vanschoren (3 shared papers)Vítor Cerqueira (18 shared papers)João Gama (10 shared papers)Manuel Herrera (1 shared paper)
- Journals
- Machine Learning (6 papers)Lecture notes in computer science (36 papers)Neurocomputing (1 paper)Cold Spring Harbor Symposia on Quantitative Biology (1 paper)Aquatic Microbial Ecology (1 paper)
- Partner nations
- PortugalCanadaNew Zealand
In The Last Decade
Luı́s Torgo
144 papers receiving 4.8k citations
Luı́s Torgo's Hit Papers
Peers
Comparison fields: 5 of 189
- Artificial Intelligence 2.5k
- Management Science and Operations Research 473
- Signal Processing 409
- Health Information Management 130
- Environmental Engineering 367
Countries citing papers authored by Luı́s Torgo
This map shows the geographic impact of Luı́s Torgo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Luı́s Torgo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Luı́s Torgo more than expected).
Fields of papers citing papers by Luı́s Torgo
This network shows the impact of papers produced by Luı́s Torgo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Luı́s Torgo. The network helps show where Luı́s Torgo may publish in the future.
Co-authors
The 25 scholars most cited alongside Luı́s Torgo, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 148 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Survey of Predictive Modeling on Imbalanced Domains Hit paper breakdown → | 2016 | 817 |
| 2 | OpenML Hit paper breakdown → | 2014 | 714 |
| 3 | Predictive models for forecasting hourly urban water demand Hit paper breakdown → | 2010 | 348 |
| 4 | 2010 | 311 | |
| 5 | 2020 | 207 | |
| 6 | 2013 | 186 | |
| 7 | 2010 | 159 | |
| 8 | 2014 | 115 | |
| 9 | SMOGN: a Pre-processing Approach for Imbalanced Regression | 2017 | 99 |
| 10 | 2006 | 81 | |
| 11 | 2022 | 80 | |
| 12 | 2019 | 79 | |
| 13 | Functional Models for Regression Tree Leaves | 1997 | 76 |
| 14 | 1999 | 76 | |
| 15 | 2007 | 63 | |
| 16 | 2013 | 60 | |
| 17 | 2018 | 58 | |
| 18 | 2009 | 57 | |
| 19 | 2011 | 56 | |
| 20 | 1996 | 51 |
About Luı́s Torgo
Luı́s Torgo is a scholar working on Artificial Intelligence, Information Systems, Signal Processing, Management Science and Operations Research and Statistics and Probability, having authored 148 papers that have together received 5.0k indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (32 papers), Time Series Analysis and Forecasting (23 papers), Data Mining Algorithms and Applications (22 papers), Machine Learning and Data Classification (20 papers), Anomaly Detection Techniques and Applications (19 papers), Forecasting Techniques and Applications (17 papers), Stock Market Forecasting Methods (16 papers) and Neural Networks and Applications (12 papers). The work is most often cited by research in Artificial Intelligence (2.5k citations), Management Science and Operations Research (473 citations), Signal Processing (409 citations), Health Information Management (130 citations) and Environmental Engineering (367 citations). Luı́s Torgo has collaborated with scholars based in Portugal, Canada and New Zealand. Frequent co-authors include Rita P. Ribeiro, Paula Branco, Bernd Bischl, Jan N. van Rijn, Joaquin Vanschoren, Vítor Cerqueira, João Gama, Manuel Herrera, Rafael Pérez-García and Joaquín Izquierdo. Their work appears in journals such as Machine Learning, Lecture notes in computer science, Neurocomputing, Cold Spring Harbor Symposia on Quantitative Biology and Aquatic Microbial Ecology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.