Johan Himberg

4.2k total citations · 1 hit paper
24 papers, 3.1k citations indexed

About

Johan Himberg is a scholar working on Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Johan Himberg has authored 24 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Signal Processing, 10 papers in Artificial Intelligence and 5 papers in Computer Vision and Pattern Recognition. Recurrent topics in Johan Himberg's work include Neural Networks and Applications (9 papers), Time Series Analysis and Forecasting (6 papers) and Blind Source Separation Techniques (6 papers). Johan Himberg is often cited by papers focused on Neural Networks and Applications (9 papers), Time Series Analysis and Forecasting (6 papers) and Blind Source Separation Techniques (6 papers). Johan Himberg collaborates with scholars based in Finland, Netherlands and Italy. Johan Himberg's co-authors include Aapo Hyvärinen, Fabrizio Esposito, Juha Vesanto, Esa Alhoniemi, Jani Mäntyjärvi, Tapio Seppänen, Heikki Mannila, Hannu Toivonen, Silvia Comani and Erich Seifritz and has published in prestigious journals such as NeuroImage, Oncogene and IEEE Wireless Communications.

In The Last Decade

Johan Himberg

24 papers receiving 2.9k 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.

Validating the independent components of neuroimaging time series via clustering and visualization

2004 1.0k citations Johan Himberg, Aapo Hyvärinen et al. NeuroImage profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Johan Himberg Finland	17	1.4k	603	581	467	413	24	3.1k
Malek Adjouadi United States	31	1.2k 0.9×	365 0.6×	399 0.7×	665 1.4×	407 1.0×	263	3.0k
Masa-aki Sato Japan	25	1.2k 0.9×	343 0.6×	819 1.4×	349 0.7×	257 0.6×	113	3.2k
Nathan Intrator Israel	36	1.2k 0.9×	324 0.5×	1.0k 1.8×	696 1.5×	673 1.6×	135	4.5k
Michalis Zervakis Greece	23	1.4k 1.0×	350 0.6×	277 0.5×	769 1.6×	260 0.6×	160	3.6k
Vinod Chandran Australia	30	602 0.4×	730 1.2×	529 0.9×	1.2k 2.5×	318 0.8×	182	3.1k
Alexander Kraskov United Kingdom	30	3.5k 2.6×	627 1.0×	999 1.7×	365 0.8×	212 0.5×	45	6.6k
Kebin Jia China	26	453 0.3×	547 0.9×	361 0.6×	895 1.9×	454 1.1×	235	2.3k
Manuel Graña Spain	31	780 0.6×	212 0.4×	1.6k 2.7×	971 2.1×	629 1.5×	304	4.7k
Alain Rakotomamonjy France	25	1.8k 1.4×	758 1.3×	1.2k 2.0×	1.2k 2.6×	148 0.4×	63	4.5k

Countries citing papers authored by Johan Himberg

Since Specialization

Citations

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

Fields of papers citing papers by Johan Himberg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Johan Himberg

This figure shows the co-authorship network connecting the top 25 collaborators of Johan Himberg. A scholar is included among the top collaborators of Johan Himberg 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 Johan Himberg. Johan Himberg 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

1.

Suomela, Sari, Kati Kainu, Päivi Onkamo, et al.. (2007). Clinical Associations of the Risk Alleles of HLA-Cw6 and CCHCR1*WWCC in Psoriasis. Acta Dermato Venereologica. 87(2). 127–134. 19 indexed citations

2.

Myllykangas, Samuel, Johan Himberg, Tom Böhling, et al.. (2006). DNA copy number amplification profiling of human neoplasms. Oncogene. 25(55). 7324–7332. 80 indexed citations

3.

Esposito, Fabrizio, Tommaso Scarabino, Aapo Hyvärinen, et al.. (2005). Independent component analysis of fMRI group studies by self-organizing clustering. NeuroImage. 25(1). 193–205. 288 indexed citations

4.

Himberg, Johan. (2004). From insights to innovations: data mining, visualization, and user interfaces. Aaltodoc (Aalto University). 13 indexed citations

5.

Mäntyjärvi, Jani, et al.. (2004). Sensor signal data set for exploring context recognition of mobile devices. 27 indexed citations

6.

Himberg, Johan, Aapo Hyvärinen, & Fabrizio Esposito. (2004). Validating the independent components of neuroimaging time series via clustering and visualization. NeuroImage. 22(3). 1214–1222. 1013 indexed citations breakdown →

7.

Mäntyjärvi, Jani, Johan Himberg, & Pertti Huuskonen. (2004). Collaborative context recognition for handheld devices. 161–168. 19 indexed citations

8.

Himberg, Johan & Aapo Hyvärinen. (2004). Icasso: software for investigating the reliability of ICA estimates by clustering and visualization. 259–268. 198 indexed citations

9.

Himberg, Johan, John A. Flanagan, & Jani Mäntyjärvi. (2003). Towards Context Awareness Using Symbol Clustering Map. 249–254. 14 indexed citations

10.

Flanagan, John A., Johan Himberg, & Jani Mäntyjärvi. (2003). A hierarchical approach to learning context and facilitating user interaction in mobile devices. 5 indexed citations

11.

Himberg, Johan, et al.. (2003). On-line personalization of a touch screen based keyboard. 31 indexed citations

12.

Himberg, Johan, et al.. (2002). Time series segmentation for context recognition in mobile devices. 203–210. 164 indexed citations

13.

Mäntyjärvi, Jani, Pertti Huuskonen, & Johan Himberg. (2002). Collaborative context determination to support mobile terminal applications. IEEE Wireless Communications. 9(5). 39–45. 23 indexed citations

14.

Himberg, Johan, Jani Mäntyjärvi, & Panu Korpipää. (2002). Using PCA and ICA for exploratory data analysis in situation awareness. 127–131. 21 indexed citations

15.

Mäntyjärvi, Jani, Johan Himberg, Panu Korpipää, & Heikki Mannila. (2001). Extracting the Context of a Mobile Device User. IFAC Proceedings Volumes. 34(16). 387–392. 10 indexed citations

16.

Vesanto, Juha, Johan Himberg, & Esa Alhoniemi. (2000). SOM Toolbox for Matlab 5. 470 indexed citations

17.

Himberg, Johan. (2000). A SOM based cluster visualization and its application for false coloring. 587–592 vol.3. 43 indexed citations

18.

Vesanto, Juha, et al.. (1999). Self-Organizing Map for Data Mining in MATLAB: The SOM Toolbox. 72(25). 824–8. 59 indexed citations

19.

Vesanto, Juha, et al.. (1999). Self-organizing map in Matlab: the SOM Toolbox. 35–40. 348 indexed citations

20.

Åberg, L., Hannu Heiskala, S.-L. Vanhanen, et al.. (1997). Lamotrigine Therapy in Infantile Neuronal Ceroid Lipofuscinosis (INCL). Neuropediatrics. 28(1). 77–79. 15 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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