Gregor Pavlin
Impact in
- Artificial Intelligence top 5%
- Bayesian Modeling and Causal Inference
- Target Tracking and Data Fusion in Sensor Networks
- AI-based Problem Solving and Planning
- Multi-Agent Systems and Negotiation
- Semantic Web and Ontologies
- Logic, Reasoning, and Knowledge
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- Data Quality and Management
Papers in
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- Bayesian Modeling and Causal Inference 42
- Target Tracking and Data Fusion in Sensor Networks 19
- Semantic Web and Ontologies 13
- AI-based Problem Solving and Planning 11
- Multi-Agent Systems and Negotiation 9
- Logic, Reasoning, and Knowledge 8
- Co-authors
- Marinus Maris (7 shared papers)Paulo Costa (13 shared papers)J. P. de Villiers (13 shared papers)Kathryn Blackmond Laskey (14 shared papers)Frans C. A. Groen (8 shared papers)Costin Bădică (6 shared papers)Anne-Laure Jousselme (6 shared papers)Erik Blasch (7 shared papers)
- Journals
- Robotics and Autonomous Systems (1 paper)Information Fusion (1 paper)SAE technical papers on CD-ROM/SAE technical paper series (1 paper)Lecture notes in computer science (2 papers)IFIP advances in information and communication technology (1 paper)
- Partner nations
- NetherlandsUnited StatesSouth Africa
In The Last Decade
Gregor Pavlin
66 papers receiving 476 citations
Peers
Comparison fields: 5 of 79
- Artificial Intelligence 378
- Management Science and Operations Research 94
- Statistics, Probability and Uncertainty 31
- Management Information Systems 41
- Computer Networks and Communications 85
Countries citing papers authored by Gregor Pavlin
This map shows the geographic impact of Gregor Pavlin'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 Gregor Pavlin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gregor Pavlin more than expected).
Fields of papers citing papers by Gregor Pavlin
This network shows the impact of papers produced by Gregor Pavlin. 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 Gregor Pavlin. The network helps show where Gregor Pavlin may publish in the future.
Co-authors
The 25 scholars most cited alongside Gregor Pavlin, 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 76 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2009 | 52 | |
| 2 | 2011 | 34 | |
| 3 | 2017 | 27 | |
| 4 | 2004 | 23 | |
| 5 | Uncertainty representation, quantification and evaluation for data and information fusion | 2015 | 22 |
| 6 | 2006 | 18 | |
| 7 | A URREF interpretation of Bayesian network information fusion | 2014 | 18 |
| 8 | 2009 | 17 | |
| 9 | 2016 | 17 | |
| 10 | Information Fusion with Distributed Probabilistic Networks. | 2005 | 14 |
| 11 | An intelligent decision support system for decision making under uncertainty in distributed reasoning frameworks. | 2010 | 13 |
| 12 | Uncertainty evaluation of data and information fusion within the context of the decision loop | 2016 | 13 |
| 13 | Uncertainty representation and evaluation for modelling and decision-making in information fusion | 2018 | 13 |
| 14 | A framework for inferring predictive distributions of rhino poaching events through causal modelling | 2014 | 12 |
| 15 | Distributed Perception Networks for Crisis Management | 2006 | 12 |
| 16 | 2010 | 10 | |
| 17 | 2005 | 10 | |
| 18 | 2017 | 10 | |
| 19 | 2010 | 10 | |
| 20 | A Distributed Approach to Information Fusion Systems Based on Causal Probabilistic Models | 2007 | 9 |
About Gregor Pavlin
Gregor Pavlin is a scholar working on Artificial Intelligence, Computer Networks and Communications, Control and Systems Engineering, Information Systems and Management Science and Operations Research, having authored 76 papers that have together received 545 indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (42 papers), Target Tracking and Data Fusion in Sensor Networks (19 papers), Semantic Web and Ontologies (13 papers), AI-based Problem Solving and Planning (11 papers), Multi-Agent Systems and Negotiation (9 papers), Fault Detection and Control Systems (9 papers), Logic, Reasoning, and Knowledge (8 papers) and Service-Oriented Architecture and Web Services (6 papers). The work is most often cited by research in Artificial Intelligence (378 citations), Management Science and Operations Research (94 citations), Statistics, Probability and Uncertainty (31 citations), Management Information Systems (41 citations) and Computer Networks and Communications (85 citations). Gregor Pavlin has collaborated with scholars based in Netherlands, United States and South Africa. Frequent co-authors include Marinus Maris, Paulo Costa, J. P. de Villiers, Kathryn Blackmond Laskey, Frans C. A. Groen, Costin Bădică, Anne-Laure Jousselme, Erik Blasch, Vanessa Evers and Alta de Waal. Their work appears in journals such as Robotics and Autonomous Systems, Information Fusion, SAE technical papers on CD-ROM/SAE technical paper series, Lecture notes in computer science and IFIP advances in information and communication technology.
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.