Ioannis Dimopoulos

2.8k total citations · 2 hit papers
22 papers, 2.2k citations indexed

About

Ioannis Dimopoulos is a scholar working on Environmental Engineering, Artificial Intelligence and Nature and Landscape Conservation. According to data from OpenAlex, Ioannis Dimopoulos has authored 22 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Environmental Engineering, 9 papers in Artificial Intelligence and 5 papers in Nature and Landscape Conservation. Recurrent topics in Ioannis Dimopoulos's work include Hydrological Forecasting Using AI (8 papers), Neural Networks and Applications (7 papers) and Hydrology and Watershed Management Studies (5 papers). Ioannis Dimopoulos is often cited by papers focused on Hydrological Forecasting Using AI (8 papers), Neural Networks and Applications (7 papers) and Hydrology and Watershed Management Studies (5 papers). Ioannis Dimopoulos collaborates with scholars based in Greece, France and Germany. Ioannis Dimopoulos's co-authors include Sovan Lek, Muriel Gevrey, Jacques Lauga, M. DELACOSTE, Philippe Baran, Stéphane Aulagnier, A. Belaud, J. Chronopoulos, A. Chronopoulou‐Sereli and William E. Cooper and has published in prestigious journals such as Ecological Modelling, Hydrological Sciences Journal and Marine and Freshwater Research.

In The Last Decade

Ioannis Dimopoulos

22 papers receiving 2.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Review and comparison of methods to study the contribution of variables in artificial neural network models

2003 974 citations Muriel Gevrey, Ioannis Dimopoulos et al. Ecological Modelling profile →
Application of neural networks to modelling nonlinear relationships in ecology

1996 570 citations Sovan Lek, M. DELACOSTE et al. Ecological Modelling profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Ioannis Dimopoulos Greece	11	511	402	358	328	298	22	2.2k
Muriel Gevrey France	20	336 0.7×	511 1.3×	400 1.1×	178 0.5×	200 0.7×	27	2.0k
Jean‐Michel Poggi France	17	552 1.1×	536 1.3×	232 0.6×	491 1.5×	496 1.7×	47	3.5k
Christine Tuleau-Malot France	6	420 0.8×	505 1.3×	230 0.6×	353 1.1×	447 1.5×	11	2.4k
Robin Genuer France	9	441 0.9×	516 1.3×	232 0.6×	403 1.2×	453 1.5×	14	2.6k
Michael Joy New Zealand	22	233 0.5×	728 1.8×	655 1.8×	115 0.4×	190 0.6×	66	2.7k
Kourosh Ahmadi Iran	21	586 1.1×	229 0.6×	176 0.5×	95 0.3×	795 2.7×	54	1.7k
J.P. Rigol-Sánchez Spain	11	820 1.6×	1.1k 2.8×	98 0.3×	344 1.0×	908 3.0×	20	2.6k
Stefano Marsili-Libelli Italy	28	718 1.4×	255 0.6×	130 0.4×	281 0.9×	619 2.1×	81	3.2k
George Z. Gertner United States	31	978 1.9×	695 1.7×	727 2.0×	91 0.3×	975 3.3×	101	3.0k
Zhen Yu China	32	333 0.7×	557 1.4×	288 0.8×	139 0.4×	1.2k 4.0×	90	2.8k

Countries citing papers authored by Ioannis Dimopoulos

Since Specialization

Citations

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

Fields of papers citing papers by Ioannis Dimopoulos

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ioannis Dimopoulos

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

All Works

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20 of 20 papers shown

Dimopoulos, Ioannis, et al.. (2020). System-based Fault Locator Based on a Pattern Recognition Approach. 1–5. 1 indexed citations

Livieris, Ioannis E., Theodore Kotsilieris, Ioannis Dimopoulos, & Panagiotis Pintelas. (2018). Decision Support Software for Forecasting Patient’s Length of Stay. Algorithms. 11(12). 199–199. 15 indexed citations

Livieris, Ioannis E., Ioannis Dimopoulos, Theodore Kotsilieris, & Panagiotis Pintelas. (2018). Predicting length of stay in hospitalized patients using SSL algorithms. 16–22. 8 indexed citations

Cooper, William E., Ioannis Dimopoulos, & Panayiotis Pafilis. (2014). Sex, Age, and Population Density Affect Aggressive Behaviors in Island Lizards Promoting Cannibalism. Ethology. 121(3). 260–269. 53 indexed citations

Dimopoulos, Ioannis, et al.. (2013). Estimation of microclimatic data in remote mountainous areas using an artificial neural network model-based approach. Global NEST Journal. 12(4). 384–389. 5 indexed citations

Tsiros, Ioannis X., et al.. (2009). Estimating airborne pollutant concentrations in vegetated urban sites using statistical models with microclimate and urban geometry parameters as predictor variables: A case study in the city of Athens Greece. Journal of Environmental Science and Health Part A. 44(14). 1496–1502. 9 indexed citations

Tsiros, Ioannis X., et al.. (2008). An application of artificial neural network models to estimate air temperature data in areas with sparse network of meteorological stations. Journal of Environmental Science and Health Part A. 43(14). 1752–1757. 23 indexed citations

Tsiros, Ioannis X. & Ioannis Dimopoulos. (2007). An evaluation of the performance of the soil temperature simulation algorithms used in the PRZM model. Journal of Environmental Science and Health Part A. 42(5). 661–670. 5 indexed citations

Gevrey, Muriel, Ioannis Dimopoulos, & Sovan Lek. (2006). Two-way interaction of input variables in the sensitivity analysis of neural network models. Ecological Modelling. 195(1-2). 43–50. 77 indexed citations

10.

Lek, Sovan, et al.. (2005). Modélisation de la relation pluie-débit à l'aide des réseaux de neurones artificiels. Revue des sciences de l eau. 9(3). 319–331. 3 indexed citations

11.

Tsiros, Ioannis X. & Ioannis Dimopoulos. (2003). A Preliminary Study of the Application of Some Predictive Modeling Techniques to Assess Atmospheric Mercury Emissions from Terrestrial Surfaces. Journal of Environmental Science and Health Part A. 38(11). 2495–2508. 9 indexed citations

12.

Gevrey, Muriel, Ioannis Dimopoulos, & Sovan Lek. (2003). Review and comparison of methods to study the contribution of variables in artificial neural network models. Ecological Modelling. 160(3). 249–264. 974 indexed citations breakdown →

13.

Hatziargyriou, Nikos, Emmanuel Karapidakis, G.S. Stavrakakis, Ioannis Dimopoulos, & K. Kalaitzakis. (2002). Identification of synchronous machine parameters using constrained optimization. DSpace - NTUA (National Technical University of Athens). vol.4. 5–5. 10 indexed citations

14.

Dimopoulos, Ioannis, J. Chronopoulos, A. Chronopoulou‐Sereli, & Sovan Lek. (1999). Neural network models to study relationships between lead concentration in grasses and permanent urban descriptors in Athens city (Greece). Ecological Modelling. 120(2-3). 157–165. 118 indexed citations

15.

Reby, David, Sovan Lek, Ioannis Dimopoulos, et al.. (1997). Artificial neural networks as a classification method in the behavioural sciences. Behavioural Processes. 40(1). 35–43. 76 indexed citations

16.

Dimopoulos, Ioannis, et al.. (1996). Rainfall-runoff modelling by neural networks and Kalman filter. Hydrological Sciences Journal. 1 indexed citations

17.

Spitz, François, Sovan Lek, & Ioannis Dimopoulos. (1996). NEURAL NETWORK MODELS TO PREDICT PENETRATION OF WILD BOAR INTO CULTIVATED FIELDS. Journal of Biological Systems. 4(3). 433–444. 7 indexed citations

18.

Dimopoulos, Ioannis, Sovan Lek, & Jacques Lauga. (1996). Modélisation de la relation pluie-débit par les réseaux connexionnistes et le filtre de Kalman. Hydrological Sciences Journal. 41(2). 179–193. 11 indexed citations

19.

Lek, Sovan, M. DELACOSTE, Philippe Baran, et al.. (1996). Application of neural networks to modelling nonlinear relationships in ecology. Ecological Modelling. 90(1). 39–52. 570 indexed citations breakdown →

20.

Lek, Sovan, A. Belaud, Philippe Baran, Ioannis Dimopoulos, & M. DELACOSTE. (1996). Role of some environmental variables in trout abundance models using neural networks. Aquatic Living Resources. 9(1). 23–29. 121 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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