Jarkko Tikka

500 total citations
14 papers, 242 citations indexed

About

Jarkko Tikka is a scholar working on Artificial Intelligence, Control and Systems Engineering and Signal Processing. According to data from OpenAlex, Jarkko Tikka has authored 14 papers receiving a total of 242 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 4 papers in Control and Systems Engineering and 3 papers in Signal Processing. Recurrent topics in Jarkko Tikka's work include Neural Networks and Applications (7 papers), Advanced Statistical Methods and Models (3 papers) and Time Series Analysis and Forecasting (2 papers). Jarkko Tikka is often cited by papers focused on Neural Networks and Applications (7 papers), Advanced Statistical Methods and Models (3 papers) and Time Series Analysis and Forecasting (2 papers). Jarkko Tikka collaborates with scholars based in Finland and Russia. Jarkko Tikka's co-authors include Jaakko Hollmén, Ilmo Leivo, Harri Keski–Säntti, Antti Mäkitie, Timo Atula, Samuel Myllykangas, Sakari Knuutila, Tom Böhling, Matej Orešič and Mika Sulkava and has published in prestigious journals such as Neurocomputing, Ecological Modelling and Pattern Recognition Letters.

In The Last Decade

Jarkko Tikka

14 papers receiving 217 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Jarkko Tikka Finland 8 62 51 45 37 35 14 242
José Marcio Luna United States 10 109 1.8× 14 0.3× 14 0.3× 19 0.5× 4 0.1× 28 356
Murtada K. Elbashir Saudi Arabia 9 124 2.0× 121 2.4× 3 0.1× 13 0.4× 4 0.1× 45 371
Seung Jun Shin South Korea 10 50 0.8× 23 0.5× 15 0.4× 69 2.0× 48 228
Li Guo China 10 16 0.3× 80 1.6× 16 0.4× 26 0.7× 62 366
Carlos Tenreiro Portugal 10 49 0.8× 59 1.2× 12 0.3× 143 4.1× 30 359
Changyi Park South Korea 9 75 1.2× 77 1.5× 9 0.2× 76 2.2× 27 277
Philipp Seegerer Germany 6 107 1.7× 54 1.1× 8 0.2× 23 0.6× 1 0.0× 7 355
Farhan Akram Spain 13 244 3.9× 12 0.2× 13 0.3× 92 2.5× 2 0.1× 31 498
Terence A. Etchells United Kingdom 10 139 2.2× 68 1.3× 23 0.6× 18 0.5× 23 325

Countries citing papers authored by Jarkko Tikka

Since Specialization
Citations

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

Fields of papers citing papers by Jarkko Tikka

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jarkko Tikka

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

All Works

14 of 14 papers shown
1.
Yetukuri, Laxman, Jarkko Tikka, Jaakko Hollmén, & Matej Orešič. (2009). Functional prediction of unidentified lipids using supervised classifiers. Metabolomics. 6(1). 18–26. 7 indexed citations
2.
Myllykangas, Samuel, Jarkko Tikka, Tom Böhling, Sakari Knuutila, & Jaakko Hollmén. (2008). Classification of human cancers based on DNA copy number amplification modeling. BMC Medical Genomics. 1(1). 15–15. 28 indexed citations
3.
Tikka, Jarkko. (2008). INPUT VARIABLE SELECTION METHODS FOR CONSTRUCTION OF INTERPRETABLE REGRESSION MODELS. Aaltodoc (Aalto University). 2 indexed citations
4.
Tikka, Jarkko & Jaakko Hollmén. (2008). Selection of important input variables for RBF network using partial derivatives.. 167–172. 3 indexed citations
5.
Tikka, Jarkko & Jaakko Hollmén. (2008). Sequential input selection algorithm for long-term prediction of time series. Neurocomputing. 71(13-15). 2604–2615. 23 indexed citations
6.
Tikka, Jarkko, et al.. (2008). Combined input variable selection and model complexity control for nonlinear regression. Pattern Recognition Letters. 30(3). 231–236. 11 indexed citations
7.
Tikka, Jarkko. (2008). Simultaneous input variable and basis function selection for RBF networks. Neurocomputing. 72(10-12). 2649–2658. 16 indexed citations
8.
Keski–Säntti, Harri, Timo Atula, Jarkko Tikka, et al.. (2007). Predictive value of histopathologic parameters in early squamous cell carcinoma of oral tongue. Oral Oncology. 43(10). 1007–1013. 64 indexed citations
9.
Tikka, Jarkko, et al.. (2007). Input selection and shrinkage in multiresponse linear regression. Computational Statistics & Data Analysis. 52(1). 406–422. 64 indexed citations
10.
Tikka, Jarkko & Jaakko Hollmén. (2007). Long-term prediction of time series using a parsimonious set of inputs and LS-SVM. 87–96. 1 indexed citations
11.
Tikka, Jarkko, et al.. (2006). Parameter Based Fatigue Life Analysis, Influence of Training Data Selection to Analysis Performance. AIAA Modeling and Simulation Technologies Conference and Exhibit. 1 indexed citations
12.
Tikka, Jarkko, et al.. (2006). Common Subset Selection of Inputs in Multiresponse Regression. The 2006 IEEE International Joint Conference on Neural Network Proceedings. 1908–1915. 12 indexed citations
13.
Sulkava, Mika, Jarkko Tikka, & Jaakko Hollmén. (2005). Sparse regression for analyzing the development of foliar nutrient concentrations in coniferous trees. Ecological Modelling. 191(1). 118–130. 6 indexed citations
14.
Tikka, Jarkko & Jaakko Hollmén. (2004). Learning Linear Dependency Trees from Multivariate Time-series Data. 4 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by José Marcio Luna Breakdown of academic impact, for papers by Murtada K. Elbashir Breakdown of academic impact, for papers by Seung Jun Shin Breakdown of academic impact, for papers by Li Guo Breakdown of academic impact, for papers by Carlos Tenreiro Breakdown of academic impact, for papers by Changyi Park Breakdown of academic impact, for papers by Philipp Seegerer Breakdown of academic impact, for papers by Farhan Akram Breakdown of academic impact, for papers by Terence A. Etchells
Rankless by CCL
2026