Sofia Triantafillou
Impact in
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- Sleep and related disorders
- Mental Health Research Topics
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- Bayesian Modeling and Causal Inference
- Machine Learning and Algorithms
- Machine Learning and Data Classification
Papers in
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- Bayesian Modeling and Causal Inference 6
- AI-based Problem Solving and Planning 2
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- Multi-Criteria Decision Making 3
- Co-authors
- Ioannis Tsamardinos (7 shared papers)Konrad P. Körding (3 shared papers)Sohrab Saeb (1 shared paper)Emily G. Lattie (1 shared paper)David C. Mohr (1 shared paper)Vincenzo Lagani (3 shared papers)Dimitris Charitos (1 shared paper)Drakoulis Martakos (1 shared paper)
- Journals
- Journal of Machine Learning Research (2 papers)IEEE Transactions on Neural Networks and Learning Systems (1 paper)Environmental Research (1 paper)PLoS ONE (1 paper)International Journal of Approximate Reasoning (1 paper)
- Partner nations
- United StatesGreeceGeorgia
In The Last Decade
Sofia Triantafillou
11 papers receiving 238 citations
Peers
Comparison fields: 5 of 76
- Experimental and Cognitive Psychology 52
- Artificial Intelligence 91
- Applied Psychology 12
- Management Science and Operations Research 31
- Occupational Therapy 9
Countries citing papers authored by Sofia Triantafillou
This map shows the geographic impact of Sofia Triantafillou'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 Sofia Triantafillou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sofia Triantafillou more than expected).
Fields of papers citing papers by Sofia Triantafillou
This network shows the impact of papers produced by Sofia Triantafillou. 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 Sofia Triantafillou. The network helps show where Sofia Triantafillou may publish in the future.
Co-authors
The 17 scholars most cited alongside Sofia Triantafillou, 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 | 2018 | 86 | |
| 2 | 2014 | 53 | |
| 3 | Employing virtual reality for aiding the organisation of autistic children behaviour in everyday tasks | 2000 | 36 |
| 4 | 2018 | 23 | |
| 5 | 2017 | 22 | |
| 6 | Towards integrative causal analysis of heterogeneous data sets and studies | 2012 | 19 |
| 7 | Score-based vs Constraint-based Causal Learning in the Presence of Confounders. | 2016 | 9 |
| 8 | 2021 | 6 | |
| 9 | 2022 | 5 | |
| 10 | 2019 | 2 | |
| 11 | Marginal Causal Consistency in Constraint-based Causal Learning. | 2016 | 1 |
| 12 | 2022 | 0 |
About Sofia Triantafillou
Sofia Triantafillou is a scholar working on Artificial Intelligence, Management Science and Operations Research, Molecular Biology, Economics and Econometrics and Statistics and Probability, having authored 12 papers that have together received 262 indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (6 papers), Multi-Criteria Decision Making (3 papers), AI-based Problem Solving and Planning (2 papers), Advanced Causal Inference Techniques (2 papers), Statistical Methods in Clinical Trials (2 papers), Health Systems, Economic Evaluations, Quality of Life (2 papers), Gene Regulatory Network Analysis (2 papers) and Gene expression and cancer classification (1 paper). The work is most often cited by research in Experimental and Cognitive Psychology (52 citations), Artificial Intelligence (91 citations), Applied Psychology (12 citations), Management Science and Operations Research (31 citations) and Occupational Therapy (9 citations). Sofia Triantafillou has collaborated with scholars based in United States, Greece and Georgia. Frequent co-authors include Ioannis Tsamardinos, Konrad P. Körding, Sohrab Saeb, Emily G. Lattie, David C. Mohr, Vincenzo Lagani, Dimitris Charitos, Drakoulis Martakos, Christina Heinze‐Deml and Angelika Schmidt. Their work appears in journals such as Journal of Machine Learning Research, IEEE Transactions on Neural Networks and Learning Systems, Environmental Research, PLoS ONE and International Journal of Approximate Reasoning.
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.