default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSanttu Tikka
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[c2]Mohammed Saqr
, Sonsoles López-Pernas, Tiina Törmänen, Rogers Kaliisa, Kamila Misiejuk, Santtu Tikka:
Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes. LAK 2025: 351-361- [i9]Otto Tabell, Santtu Tikka, Juha Karvanen:
Clustering and Pruning in Causal Data Fusion. CoRR abs/2505.15215 (2025) - 2024
- [j7]Juha Karvanen, Santtu Tikka, Matti Vihola:
Simulating Counterfactuals. J. Artif. Intell. Res. 80: 835-857 (2024) - [i8]Mohammed Saqr, Sonsoles López-Pernas, Tiina Törmänen, Rogers Kaliisa, Kamila Misiejuk, Santtu Tikka:
Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes. CoRR abs/2411.15486 (2024) - 2023
- [j6]Santtu Tikka, Jouni Helske, Juha Karvanen:
Clustering and Structural Robustness in Causal Diagrams. J. Mach. Learn. Res. 24: 195:1-195:32 (2023) - [j5]Santtu Tikka:
Identifying Counterfactual Queries with the R Package cfid. R J. 15(2): 330-343 (2023) - [i7]Juha Karvanen, Santtu Tikka, Matti Vihola:
Simulating counterfactuals. CoRR abs/2306.15328 (2023) - 2021
- [j4]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach. J. Stat. Softw. 99(5) (2021) - [i6]Santtu Tikka, Jouni Helske, Juha Karvanen:
Clustering and Structural Robustness in Causal Diagrams. CoRR abs/2111.04513 (2021) - 2020
- [i5]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Identifying Causal Effects via Context-specific Independence Relations. CoRR abs/2009.09768 (2020)
2010 – 2019
- 2019
- [j3]Santtu Tikka, Juha Karvanen:
Surrogate outcomes and transportability. Int. J. Approx. Reason. 108: 21-37 (2019) - [c1]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Identifying Causal Effects via Context-specific Independence Relations. NeurIPS 2019: 2800-2810 - [i4]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach. CoRR abs/1902.01073 (2019) - 2018
- [i3]Santtu Tikka, Juha Karvanen:
Simplifying Probabilistic Expressions in Causal Inference. CoRR abs/1806.07082 (2018) - [i2]Santtu Tikka, Juha Karvanen:
Enhancing Identification of Causal Effects by Pruning. CoRR abs/1806.07085 (2018) - [i1]Santtu Tikka, Juha Karvanen:
Surrogate Outcomes and Transportability. CoRR abs/1806.07172 (2018) - 2017
- [j2]Santtu Tikka, Juha Karvanen:
Simplifying Probabilistic Expressions in Causal Inference. J. Mach. Learn. Res. 18: 36:1-36:30 (2017) - [j1]Santtu Tikka, Juha Karvanen:
Enhancing Identification of Causal Effects by Pruning. J. Mach. Learn. Res. 18: 194:1-194:23 (2017)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-06-30 20:55 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
