Constantin Aliferis
- Artificial Intelligence top 0.2%
- Molecular Biology top 5%
- Management Science and Operations Research top 1%
- Computational Theory and Mathematics top 1%
- Computer Vision and Pattern Recognition top 2%
- Co-authors
- Ioannis TsamardinosAlexander StatnikovLaura E. BrownYindalon AphinyanaphongsLily WangDouglas P. HardinShawn LevySubramani Mani
- Topics
- Bayesian Modeling and Causal Inference (24 papers)Gene expression and cancer classification (23 papers)Biomedical Text Mining and Ontologies (15 papers)
- Partner nations
- United StatesGreeceGermany
In The Last Decade
Constantin Aliferis
108 papers receiving 6.0k citations
Hit Papers
Peers
Comparison fields: 5 of 211
- Artificial Intelligence 2.8k
- Molecular Biology 2.0k
- Management Science and Operations Research 546
- Computational Theory and Mathematics 495
- Computer Vision and Pattern Recognition 478
Countries citing papers authored by Constantin Aliferis
This map shows the geographic impact of Constantin Aliferis'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 Constantin Aliferis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Constantin Aliferis more than expected).
Fields of papers citing papers by Constantin Aliferis
This network shows the impact of papers produced by Constantin Aliferis. 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 Constantin Aliferis. The network helps show where Constantin Aliferis may publish in the future.
Co-authorship network of co-authors of Constantin Aliferis
This figure shows the co-authorship network connecting the top 25 collaborators of Constantin Aliferis. A scholar is included among the top collaborators of Constantin Aliferis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Constantin Aliferis. Constantin Aliferis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 1 | |
| 2 | 1 | |
| 3 | 4 | |
| 4 | Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions. | 5 |
| 5 | 11 | |
| 6 | 8 | |
| 7 | 309 | |
| 8 | 106 | |
| 9 | Time series analysis with the causality workbench | 4 |
| 10 | TIED: An Artificially Simulated Dataset with Multiple Markov Boundaries | 1 |
| 11 | Bayesian Algorithms for Causal Data Mining | 6 |
| 12 | Generating realistic large bayesian networks by tiling | 13 |
| 13 | The max-min hill-climbing Bayesian network structure learning algorithmbreakdown → | 1061 |
| 14 | A comparison of novel and state-of-the-art polynomial Bayesian network learning algorithms | 16 |
| 15 | 6 | |
| 16 | A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosisbreakdown → | 588 |
| 17 | Machine Learning Models for Classification of Lung Cancer and Selection of Genomic Markers Using Array Gene Expression Data. | 13 |
| 18 | Towards Principled Feature Selection: Relevancy, Filters and Wrappers | 140 |
| 19 | 2 | |
| 20 | Algorithms for Large Scale Markov Blanket Discovery | 275 |
About Constantin Aliferis
Constantin Aliferis is a scholar working on Health Informatics, Artificial Intelligence and Biophysics, having authored 114 papers that have together received 6.3k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (24 papers), Gene expression and cancer classification (23 papers) and Biomedical Text Mining and Ontologies (15 papers). The work is most often cited by research in Artificial Intelligence (2.8k citations), Health Information Management (319 citations) and Health Informatics (64 citations). Constantin Aliferis has collaborated with scholars based in United States, Greece and Germany. Frequent co-authors include Ioannis Tsamardinos, Alexander Statnikov, Laura E. Brown, Yindalon Aphinyanaphongs, Lily Wang, Douglas P. Hardin, Shawn Levy, Subramani Mani, Xenofon Koutsoukos and Mikael Henaff. Their work appears in journals such as JAMA, Journal of Clinical Oncology and Bioinformatics.
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.