Juha Pärkkä

3.4k total citations · 2 hit papers
42 papers, 2.4k citations indexed

About

Juha Pärkkä is a scholar working on Computer Vision and Pattern Recognition, Biomedical Engineering and Cardiology and Cardiovascular Medicine. According to data from OpenAlex, Juha Pärkkä has authored 42 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Computer Vision and Pattern Recognition, 15 papers in Biomedical Engineering and 9 papers in Cardiology and Cardiovascular Medicine. Recurrent topics in Juha Pärkkä's work include Context-Aware Activity Recognition Systems (15 papers), Non-Invasive Vital Sign Monitoring (13 papers) and Mobile Health and mHealth Applications (7 papers). Juha Pärkkä is often cited by papers focused on Context-Aware Activity Recognition Systems (15 papers), Non-Invasive Vital Sign Monitoring (13 papers) and Mobile Health and mHealth Applications (7 papers). Juha Pärkkä collaborates with scholars based in Finland, Greece and Netherlands. Juha Pärkkä's co-authors include Ilkka Korhonen, Miíkka Ermes, Jani Mäntyjärvi, Mark van Gils, Panu Korpipää, Johannes Peltola, Luc Cluitmans, Raimo Lappalainen, Elina Mattila and Juha M. Kortelainen and has published in prestigious journals such as BMC Public Health, Environmental Research and Journal of Alzheimer s Disease.

In The Last Decade

Juha Pärkkä

40 papers receiving 2.2k 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.

Activity Classification Using Realistic Data From Wearable Sensors

2006 537 citations Juha Pärkkä, Miíkka Ermes et al. IEEE Transactions on Information Technology in Biomedicine profile →
Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions

2008 524 citations Miíkka Ermes, Juha Pärkkä et al. IEEE Transactions on Information Technology in Biomedicine profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Juha Pärkkä Finland	20	1.1k	861	376	318	280	42	2.4k
Miíkka Ermes Finland	20	928 0.8×	586 0.7×	246 0.7×	260 0.8×	167 0.6×	39	2.1k
Nabil Alshurafa United States	24	601 0.5×	644 0.7×	201 0.5×	330 1.0×	193 0.7×	97	1.9k
M. Mathie Australia	10	1.4k 1.2×	1.2k 1.4×	332 0.9×	123 0.4×	268 1.0×	12	2.4k
Gearóid ÓLaighin Ireland	33	1.0k 0.9×	1.3k 1.5×	218 0.6×	641 2.0×	153 0.5×	107	4.1k
Oresti Baños Spain	20	1.1k 1.0×	626 0.7×	408 1.1×	173 0.5×	287 1.0×	73	2.4k
Hassan Ghasemzadeh United States	28	1.3k 1.2×	1.1k 1.3×	813 2.2×	202 0.6×	426 1.5×	182	3.2k
Nuno M. García Portugal	26	588 0.5×	450 0.5×	611 1.6×	184 0.6×	330 1.2×	164	2.4k
Edward Sazonov United States	37	1.1k 1.0×	1.7k 2.0×	272 0.7×	339 1.1×	466 1.7×	213	4.7k
Shyamal Patel United States	22	578 0.5×	1.6k 1.8×	392 1.0×	136 0.4×	453 1.6×	63	3.2k
Louis Atallah United Kingdom	25	761 0.7×	759 0.9×	239 0.6×	82 0.3×	158 0.6×	64	2.0k

Countries citing papers authored by Juha Pärkkä

Since Specialization

Citations

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

Fields of papers citing papers by Juha Pärkkä

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Juha Pärkkä

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Maio, Sara, Sandra Baldacci, Anna Angino, et al.. (2021). Urban grey spaces are associated with increased allergy in the general population. Environmental Research. 206. 112428–112428. 15 indexed citations

Mueller, William, Paul Wilkinson, James Milner, et al.. (2021). Neighbourhood and path-based greenspace in three European countries: associations with objective physical activity. BMC Public Health. 21(1). 282–282. 16 indexed citations

Rhodius‐Meester, Hanneke, Juha Pärkkä, Mark van Gils, et al.. (2020). Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort. Journal of Alzheimer s Disease. 76(3). 1061–1070. 20 indexed citations

Mueller, William, Susanne Steinle, Juha Pärkkä, et al.. (2019). Health effects of greenspace on outdoor physical activity and indoor PM2.5 and noise: A case study of four European cities. Environmental Epidemiology. 3(Supplement 1). 277–277. 1 indexed citations

Mueller, William A., Susanne Steinle, Juha Pärkkä, et al.. (2019). Urban greenspace and the indoor environment: Pathways to health via indoor particulate matter, noise, and road noise annoyance. Environmental Research. 180. 108850–108850. 60 indexed citations

Brüser, Christoph, Juha M. Kortelainen, Stefan Winter, et al.. (2014). Improvement of Force-Sensor-Based Heart Rate Estimation Using Multichannel Data Fusion. IEEE Journal of Biomedical and Health Informatics. 19(1). 227–235. 52 indexed citations

Kortelainen, Juha M., Mark van Gils, & Juha Pärkkä. (2012). Multichannel bed pressure sensor for sleep monitoring. Computing in Cardiology Conference. 313–316. 44 indexed citations

Gils, Mark van, et al.. (2011). A personalized approach for predicting the effect of aerobic exercise on blood pressure using a Fuzzy Inference System. PubMed. 2011. 8299–8302. 6 indexed citations

Pärkkä, Juha, Luc Cluitmans, & Miíkka Ermes. (2010). Personalization Algorithm for Real-Time Activity Recognition Using PDA, Wireless Motion Bands, and Binary Decision Tree. IEEE Transactions on Information Technology in Biomedicine. 14(5). 1211–1215. 57 indexed citations

10.

Mattila, Elina, Ilkka Korhonen, Aino Ahtinen, et al.. (2009). Empowering Citizens for Well-being and Chronic Disease Management With Wellness Diary. IEEE Transactions on Information Technology in Biomedicine. 14(2). 456–463. 59 indexed citations

11.

Mäntyjärvi, Jani, et al.. (2008). A computationally light classification method for mobile wellness platforms. PubMed. 2008. 1167–1170. 1 indexed citations

12.

Pärkkä, Juha, Juho Merilahti, Elina Mattila, et al.. (2008). Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program. IEEE Transactions on Information Technology in Biomedicine. 13(2). 141–151. 24 indexed citations

13.

Mattila, Elina, Juha Pärkkä, J. Vainio, et al.. (2008). Mobile Diary for Wellness Management—Results on Usage and Usability in Two User Studies. IEEE Transactions on Information Technology in Biomedicine. 12(4). 501–512. 111 indexed citations

14.

Merilahti, Juho, et al.. (2007). Long-Term Subjective and Objective Sleep Analysis of Total Sleep Time and Sleep Quality in Real Life Settings. Conference proceedings. 18. 5202–5205. 17 indexed citations

15.

Strömmer, Esko, et al.. (2006). Application of Near Field Communication for Health Monitoring in Daily Life. PubMed. 2006. 3246–3249. 67 indexed citations

16.

Pärkkä, Juha, Miíkka Ermes, Panu Korpipää, et al.. (2006). Activity Classification Using Realistic Data From Wearable Sensors. IEEE Transactions on Information Technology in Biomedicine. 10(1). 119–128. 537 indexed citations breakdown →

17.

Lappalainen, Raimo, et al.. (2005). Long‐term Self‐monitoring of Weight: A Case Study. Cognitive Behaviour Therapy. 34(2). 108–114. 10 indexed citations

18.

Pärkkä, Juha, Luc Cluitmans, & Panu Korpipää. (2004). Palantir Context Data Collection, Annotation and PSV File Format. 9–16. 7 indexed citations

19.

Korpipää, Panu, Juha Pärkkä, & Luc Cluitmans. (2004). Representing Features and Contexts in a Data Library. 32–37. 1 indexed citations

20.

Korhonen, Ilkka, Juha Pärkkä, & Mark van Gils. (2003). Health monitoring in the home of the future. IEEE Engineering in Medicine and Biology Magazine. 22(3). 66–73. 321 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