Liviu Badea

1.1k total citations
23 papers, 726 citations indexed

About

Liviu Badea is a scholar working on Molecular Biology, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Liviu Badea has authored 23 papers receiving a total of 726 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Molecular Biology, 10 papers in Artificial Intelligence and 3 papers in Computer Networks and Communications. Recurrent topics in Liviu Badea's work include Gene expression and cancer classification (8 papers), Bioinformatics and Genomic Networks (5 papers) and Semantic Web and Ontologies (5 papers). Liviu Badea is often cited by papers focused on Gene expression and cancer classification (8 papers), Bioinformatics and Genomic Networks (5 papers) and Semantic Web and Ontologies (5 papers). Liviu Badea collaborates with scholars based in Romania, United States and Japan. Liviu Badea's co-authors include Irinel Popescu, Simona Dima, Traian Dumitraşcu, Ovidiu Băjenaru, Adina Roceanu, Tao Wu, Madalina E. Tivarus, Veronique L. Veenstra, Henk Roelink and Mihaela Chivu‐Economescu and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Access.

In The Last Decade

Liviu Badea

22 papers receiving 703 citations

Peers

Liviu Badea
Shane McKee United Kingdom
Pierre Gestraud France
Jane Ding United States
Yunyun Zhou United States
Won‐Min Song United States
Edward J. Smith United States
Saud H. AlDubayan United States
Miika Ahdesmäki United Kingdom
Igor Feldman United States
Ricardo Villamarín-Salomón United States
Shane McKee United Kingdom
Liviu Badea
Citations per year, relative to Liviu Badea Liviu Badea (= 1×) peers Shane McKee

Countries citing papers authored by Liviu Badea

Since Specialization
Citations

This map shows the geographic impact of Liviu Badea'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 Liviu Badea with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Liviu Badea more than expected).

Fields of papers citing papers by Liviu Badea

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Liviu Badea. 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 Liviu Badea. The network helps show where Liviu Badea may publish in the future.

Co-authorship network of co-authors of Liviu Badea

This figure shows the co-authorship network connecting the top 25 collaborators of Liviu Badea. A scholar is included among the top collaborators of Liviu Badea 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 Liviu Badea. Liviu Badea is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Badea, Liviu, et al.. (2025). Toward Generalizable Multiple Sclerosis Lesion Segmentation Models. IEEE Access. 13. 97859–97869. 2 indexed citations
2.
Badea, Liviu, et al.. (2020). Identifying transcriptomic correlates of histology using deep learning. PLoS ONE. 15(11). e0242858–e0242858. 13 indexed citations
3.
Badea, Liviu, et al.. (2017). Exploring the reproducibility of functional connectivity alterations in Parkinson’s disease. PLoS ONE. 12(11). e0188196–e0188196. 64 indexed citations
4.
Badea, Liviu, et al.. (2015). Increased connectivity between sensorimotor and attentional areas in Parkinson’s disease. Neuroradiology. 57(9). 957–968. 32 indexed citations
5.
Damhofer, Helene, Jan Paul Medema, Veronique L. Veenstra, et al.. (2013). Assessment of the stromal contribution to Sonic Hedgehog‐dependent pancreatic adenocarcinoma. Molecular Oncology. 7(6). 1031–1042. 38 indexed citations
6.
Roceanu, Adina, et al.. (2013). Imaging brain networks - short presentation of new techniques. SHILAP Revista de lepidopterología. 12(4). 180–182. 2 indexed citations
7.
8.
Badea, Liviu. (2010). Multi-relational factorizations for cancer subclassification. 2. V1–248. 2 indexed citations
9.
Badea, Liviu. (2009). Generalized clustergrams for overlapping biclusters. International Joint Conference on Artificial Intelligence. 1383–1388. 1 indexed citations
10.
Badea, Liviu, et al.. (2009). Combined gene expression analysis of whole-tissue and microdissected pancreatic ductal adenocarcinoma identifies genes specifically overexpressed in tumor epithelia.. PubMed. 55(88). 2016–27. 427 indexed citations
11.
Badea, Liviu, et al.. (2007). Stable biclustering of gene expression data with nonnegative matrix factorizations. International Joint Conference on Artificial Intelligence. 2651–2656. 2 indexed citations
12.
Badea, Liviu. (2007). Combining Gene Expression and Transcription Factor Regulation Data using Simultaneous Nonnegative Matrix Factorization.. 127–131. 5 indexed citations
13.
14.
Badea, Liviu. (2004). Determining the direction of causal influence in large probabilistic networks: a constraint-based approach. European Conference on Artificial Intelligence. 263–267. 7 indexed citations
15.
Badea, Liviu. (2002). FUNCTIONAL DISCRIMINATION OF GENE EXPRESSION PATTERNS IN TERMS OF THE GENE ONTOLOGY. PubMed. 565–576. 12 indexed citations
16.
Badea, Liviu. (2000). Perfect refinement operators can be flexible. European Conference on Artificial Intelligence. 266–270. 1 indexed citations
17.
Badea, Liviu & Shan-Hwei Nienhuys-Cheng. (2000). Refining Concepts in Description Logics.. Description Logics. 14(1). 31–44.
18.
Badea, Liviu. (1999). Knowledge Modeling and Reusability in ExClaim. 606–613. 1 indexed citations
19.
Badea, Liviu. (1998). Planning in Description Logics: Deduction versus Satisfiability Testing.. Description Logics. 479–483. 4 indexed citations
20.
Badea, Liviu. (1997). Reifying concepts in description logics. International Joint Conference on Artificial Intelligence. 142–147. 7 indexed citations

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.

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