Mark J. Embrechts
Impact in
- Artificial Intelligence top 2%
- Neural Networks and Applications
- Anomaly Detection Techniques and Applications
- Health Informatics top 5%
Papers in
-
- Neural Networks and Applications 24
- Imbalanced Data Classification Techniques 6
-
- Computational Drug Discovery Methods 14
- Co-authors
- Paulo CortezCurt M. BrenemanKristin P. BennettJinbo BiMinghu SongBolesław K. SzymańskiJonathan D. LintonJianguo Xin
- Journals
- Fusion Engineering and Design (8 papers)Serials Review (2 papers)IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans (1 paper)Information Sciences (1 paper)Technovation (1 paper)
- Partner nations
- United StatesCanadaBelgium
In The Last Decade
Mark J. Embrechts
101 papers receiving 1.8k citations
Hit Papers
Peers
Comparison fields: 5 of 169
- Artificial Intelligence 723
- Health Informatics 25
- Metals and Alloys 36
- Health Information Management 60
- Signal Processing 138
Countries citing papers authored by Mark J. Embrechts
This map shows the geographic impact of Mark J. Embrechts'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 Mark J. Embrechts with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mark J. Embrechts more than expected).
Fields of papers citing papers by Mark J. Embrechts
This network shows the impact of papers produced by Mark J. Embrechts. 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 Mark J. Embrechts. The network helps show where Mark J. Embrechts may publish in the future.
Co-authors
The 25 scholars most cited alongside Mark J. Embrechts, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2022 | 3 | |
| 2 | Random Brains: An ensemble method for feature selection with neural networks. | 2013 | 1 |
| 3 | An empirical analysis of reinforcement learning using design of experiments | 2013 | 2 |
| 4 | 2012 | 4 | |
| 5 | 2012 | 5 | |
| 6 | A brief tutorial on reinforcement learning: The game of Chung Toi. | 2011 | 2 |
| 7 | 2011 | 72 | |
| 8 | An Augmented Efficient Backpropagation Training Strategy for Deep Autoassociative Neural Networks | 2010 | 4 |
| 9 | Reservoir computing for static pattern recognition | 2009 | 16 |
| 10 | 2009 | 5 | |
| 11 | Intelligent Engineering Systems Through Artificial Neural Networks: Smart Systems Engineering Computational Intelligence in Architecting Complex Engineering | 2007 | 1 |
| 12 | Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms | 2006 | 6 |
| 13 | UNSUPERVISED FUZZY ENSEMBLES AND THEIR USE IN INTRUSION DETECTION | 2005 | 5 |
| 14 | 2004 | 10 | |
| 15 | 2003 | 30 | |
| 16 | 2002 | 0 | |
| 17 | 2002 | 4 | |
| 18 | 2000 | 110 | |
| 19 | 2000 | 51 | |
| 20 | Application of the aqueous self-cooled blanket concept to fusion reactors | 1986 | 1 |
About Mark J. Embrechts
Mark J. Embrechts is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Analytical Chemistry, Aerospace Engineering and Computer Vision and Pattern Recognition, having authored 106 papers that have together received 1.9k indexed citations. Recurring topics across this work include Neural Networks and Applications (24 papers), Fusion materials and technologies (16 papers), Computational Drug Discovery Methods (14 papers), Nuclear reactor physics and engineering (13 papers), Nuclear Materials and Properties (11 papers), Fault Detection and Control Systems (7 papers), Spectroscopy and Chemometric Analyses (7 papers) and Imbalanced Data Classification Techniques (6 papers). The work is most often cited by research in Artificial Intelligence (723 citations), Health Informatics (25 citations), Metals and Alloys (36 citations), Health Information Management (60 citations) and Signal Processing (138 citations). Mark J. Embrechts has collaborated with scholars based in United States, Canada and Belgium. Frequent co-authors include Paulo Cortez, Curt M. Breneman, Kristin P. Bennett, Jinbo Bi, Minghu Song, Bolesław K. Szymański, Jonathan D. Linton, Jianguo Xin, Wei Deng and Thanakorn Naenna. Their work appears in journals such as Fusion Engineering and Design, Serials Review, IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans, Information Sciences and Technovation.
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.