Marttinen, Pekka

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Ji, S., Pan, S., Cambria, E., Marttinen, P., & Yu, P. S. (2022) · IEEE Transactions on Neural Networks and Learning Systems

Advanced Graph Neural NetworksTopic Modeling

Cited by 2,947

EEG Based Emotion Recognition: A Tutorial and Review

Li, X., Zhang, Y., Tiwari, P., Song, D., Hu, B., Yang, M., Zhao, Z., Kumar, N., & Marttinen, P. (2023) · ACM Computing Surveys

Emotion and Mood RecognitionEEG and Brain-Computer Interfaces

Cited by 508

Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search

Dainese, N., Merler, M., Alakuijala, M., & Marttinen, P. (2024) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 38

Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation

Järvenpää, M., Vehtari, A., & Marttinen, P. (2019) · arXiv

Gaussian Processes and Bayesian InferenceMarkov Chains and Monte Carlo Methods

Cited by 8