| Predicting the continuum between corridors and barriers to animal movements using Step Selection Functions and Randomized Shortest Paths M Panzacchi, B Van Moorter, O Strand, M Saerens, I Kivimäki, ... Journal of Animal Ecology 85 (1), 32-42, 2016 | 153 | 2016 |
| Developments in the theory of randomized shortest paths with a comparison of graph node distances I Kivimäki, M Shimbo, M Saerens Physica A: Statistical Mechanics and its Applications 393, 600-616, 2014 | 105 | 2014 |
| Two betweenness centrality measures based on randomized shortest paths I Kivimäki, B Lebichot, J Saramäki, M Saerens Scientific reports 6 (1), 19668, 2016 | 73 | 2016 |
| A graph-based approach to skill extraction from text I Kivimäki, A Panchenko, A Dessy, D Verdegem, P Francq, H Bersini, ... Proceedings of TextGraphs-8 graph-based methods for natural language …, 2013 | 64 | 2013 |
| A bag-of-paths framework for network data analysis K Françoisse, I Kivimäki, A Mantrach, F Rossi, M Saerens Neural Networks 90, 90-111, 2017 | 59 | 2017 |
| Random walks based modularity: application to semi-supervised learning R Devooght, A Mantrach, I Kivimäki, H Bersini, A Jaimes, M Saerens Proceedings of the 23rd international conference on World wide web, 213-224, 2014 | 33 | 2014 |
| Quantifying daily rhythms with non-negative matrix factorization applied to mobile phone data T Aledavood, I Kivimäki, S Lehmann, J Saramäki Scientific reports 12 (1), 5544, 2022 | 21 | 2022 |
| Effect of dimensionality reduction on different distance measures in document clustering MS Paukkeri, I Kivimäki, S Tirunagari, E Oja, T Honkela Neural Information Processing: 18th International Conference, ICONIP 2011 …, 2011 | 21 | 2011 |
| Defining and quantifying effective connectivity of landscapes for species' movements B Van Moorter, I Kivimäki, M Panzacchi, M Saerens Ecography 44 (6), 870-884, 2021 | 20 | 2021 |
| Semisupervised classification through the bag-of-paths group betweenness B Lebichot, I Kivimäki, K Françoisse, M Saerens IEEE Transactions on Neural Networks and Learning Systems 25 (6), 1173-1186, 2013 | 17 | 2013 |
| Randomized shortest paths with net flows and capacity constraints S Courtain, P Leleux, I Kivimäki, G Guex, M Saerens Information Sciences 556, 341-360, 2021 | 14 | 2021 |
| Accelerating advances in landscape connectivity modelling with the ConScape library B Van Moorter, I Kivimäki, A Noack, R Devooght, M Panzacchi, KR Hall, ... Methods in Ecology and Evolution 14 (1), 133-145, 2023 | 12 | 2023 |
| Hospital physicians working hour characteristics and sleep quality: a cross-sectional analysis of realized working hour and survey data K Karhula, A Koskinen, J Ervasti, T Hakola, VM Isoviita, I Kivimäki, ... BMC Health Services Research 22 (1), 943, 2022 | 12 | 2022 |
| Graph-based fraud detection with the free energy distance S Courtain, B Lebichot, I Kivimäki, M Saerens Complex Networks and Their Applications VIII: Volume 2 Proceedings of the …, 2020 | 12 | 2020 |
| Randomized optimal transport on a graph: framework and new distance measures G Guex, I Kivimäki, M Saerens Network Science 7 (1), 88-122, 2019 | 12 | 2019 |
| A constrained randomized shortest-paths framework for optimal exploration B Lebichot, G Guex, I Kivimäki, M Saerens arXiv preprint arXiv:1807.04551, 2018 | 8 | 2018 |
| Maximum likelihood estimation for randomized shortest paths with trajectory data I Kivimäki, B Van Moorter, M Panzacchi, J Saramäki, M Saerens Journal of Complex Networks 8 (4), cnaa024, 2020 | 7 | 2020 |
| Using correlation dimension for analysing text data I Kivimäki, K Lagus, IT Nieminen, JJ Väyrynen, T Honkela International Conference on Artificial Neural Networks, 368-373, 2010 | 7 | 2010 |
| Distances, centralities and model estimation methods based on randomized shortest paths for network data analysis. I Kivimäki Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2018 | 6 | 2018 |
| Habitat functionality: Integrating environmental and geographic space in niche modeling for conservation planning B Van Moorter, I Kivimäki, M Panzacchi, S Saura, B Brandão Niebuhr, ... Ecology 104 (7), e4105, 2023 | 4 | 2023 |
