| 2013 | ICANN | Exploration of Loneliness Questionnaires Using the Self-Organising Map. | Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela |
| 2013 | IDA | Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset. | Jussa Klapuri, Ilari T. Nieminen, Tapani Raiko, Krista Lagus |
| 2012 | ICANN | Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features. | Timo Honkela, Zaur Izzatdust, Krista Lagus |
| 2012 | IJCNN | Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. | Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, Mika Pantzar |
| 2012 | IDA | Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. | Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela |
| 2011 | ICANN | Predicting Reaction Times in Word Recognition by Unsupervised Learning of Morphology. | Sami Virpioja, Minna Lehtonen, Annika Hultn, Riitta Salmelin, Krista Lagus |
| 2010 | ICANN | Measuring Adjective Spaces. | Timo Honkela, Tiina Lindh-Knuutila, Krista Lagus |
| 2010 | ICANN | Using Correlation Dimension for Analysing Text Data. | Ilkka Kivimki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Vyrynen, Timo Honkela |
| 2006 | IDEAL | Unsupervised Word Categorization Using Self-Organizing Maps and Automatically Extracted Morphs. | Mikaela Klami, Krista Lagus |
| 2002 | ICANN | An Efficiently Focusing Large Vocabulary Language Model. | Mikko Kurimo, Krista Lagus |
| 2002 | SIGIR | ICA and SOM in text document analysis. | Ella Bingham, Jukka Kuusisto, Krista Lagus |
| 2002 | SIGdial | Adaptive Dialogue Systems - Interaction with Interact. | Kristiina Jokinen, Antti Kerminen, Tommi Jauhiainen, Jukka Kuusisto, Graham Wilcock, Markku Turunen, Jaakko Hakulinen, Krista Lagus |
| 2002 | SIGdial | Topic Identification in Natural Language Dialogues Using Neural Networks. | Krista Lagus, Jukka Kuusisto |
| 2001 | ICANN | Independent Variable Group Analysis. | Krista Lagus, Esa Alhoniemi, Harri Valpola |
| 2001 | Interspeech | Large vocabulary statistical language modeling for continuous speech recognition in finnish. | Vesa Siivola, Mikko Kurimo, Krista Lagus |
| 1996 | ICANN | Comparing Self-Organizing Maps. | Samuel Kaski, Krista Lagus |
| 1996 | ICANN | Very Large Two-Level SOM for the Browsing of Newsgroups. | Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela |
| 1996 | KDD | Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. | Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen |
| 1996 | PPSN | Paginating the Generalized Newspaper - A Comparison of Simulated Annealing and a Heuristic Method. | Krista Lagus, Ilkka Karanta, Juha Yl-Jski |