Santtu Tikka - RankMe

22 papers A* 1A 2Journal 19

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Early Warning Signals Appear Long Before Dropping Out: An Idiographic Approach Grounded in Complex Dynamic Systems Theory. LAK Mohammed Saqr, Sonsoles López-Pernas, Santtu Tikka, Markus Spitzer
2026	J	`jnl`	Early Warning Signals Appear Long Before Dropping Out: An Idiographic Approach Grounded in Complex Dynamic Systems Theory. CoRR Mohammed Saqr, Sonsoles López-Pernas, Santtu Tikka, Markus Wolfgang Hermann Spitzer
2025	J	`jnl`	Clustering and Pruning in Causal Data Fusion. CoRR Otto Tabell, Santtu Tikka, Juha Karvanen
2025	J	`jnl`	Monotone Missing Data: A Blessing and a Curse. Trans. Mach. Learn. Res. Santtu Tikka, Juha Karvanen
2025	A	`conf`	Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes. LAK Mohammed Saqr, Sonsoles López-Pernas, Tiina Törmänen, Rogers Kaliisa, Kamila Misiejuk, Santtu Tikka
2025	J	`jnl`	dynamite : An J. Stat. Softw. Santtu Tikka, Jouni Helske
2024	J	`jnl`	Simulating Counterfactuals. J. Artif. Intell. Res. Juha Karvanen, Santtu Tikka, Matti Vihola
2024	J	`jnl`	Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes. CoRR Mohammed Saqr, Sonsoles López-Pernas, Tiina Törmänen, Rogers Kaliisa, Kamila Misiejuk, Santtu Tikka
2023	J	`jnl`	Clustering and Structural Robustness in Causal Diagrams. J. Mach. Learn. Res. Santtu Tikka, Jouni Helske, Juha Karvanen
2023	J	`jnl`	Identifying Counterfactual Queries with the R Package cfid. R J. Santtu Tikka
2023	J	`jnl`	Simulating counterfactuals. CoRR Juha Karvanen, Santtu Tikka, Matti Vihola
2021	J	`jnl`	Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach. J. Stat. Softw. Santtu Tikka, Antti Hyttinen, Juha Karvanen
2021	J	`jnl`	Clustering and Structural Robustness in Causal Diagrams. CoRR Santtu Tikka, Jouni Helske, Juha Karvanen
2020	J	`jnl`	Identifying Causal Effects via Context-specific Independence Relations. CoRR Santtu Tikka, Antti Hyttinen, Juha Karvanen
2019	J	`jnl`	Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach. CoRR Santtu Tikka, Antti Hyttinen, Juha Karvanen
2019	A*	`conf`	Identifying Causal Effects via Context-specific Independence Relations. NeurIPS Santtu Tikka, Antti Hyttinen, Juha Karvanen
2019	J	`jnl`	Surrogate outcomes and transportability. Int. J. Approx. Reason. Santtu Tikka, Juha Karvanen
2018	J	`jnl`	Enhancing Identification of Causal Effects by Pruning. CoRR Santtu Tikka, Juha Karvanen
2018	J	`jnl`	Simplifying Probabilistic Expressions in Causal Inference. CoRR Santtu Tikka, Juha Karvanen
2018	J	`jnl`	Surrogate Outcomes and Transportability. CoRR Santtu Tikka, Juha Karvanen
2017	J	`jnl`	Enhancing Identification of Causal Effects by Pruning. J. Mach. Learn. Res. Santtu Tikka, Juha Karvanen
2017	J	`jnl`	Simplifying Probabilistic Expressions in Causal Inference. J. Mach. Learn. Res. Santtu Tikka, Juha Karvanen