Comparing Self-Organizing Maps. - Samuel Kaski; Krista Lagus (ICANN, 1996)

Very Large Two-Level SOM for the Browsing of Newsgroups. - Teuvo Kohonen; Samuel Kaski; Krista Lagus; Timo Honkela (ICANN, 1996)

Exploration of full-text databases with self-organizing maps. - Timo Honkela; Samuel Kaski; Krista Lagus; Teuvo Kohonen (ICNN, 1996)

Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. - Krista Lagus; Timo Honkela; Samuel Kaski; Teuvo Kohonen (KDD, 1996)

Paginating the Generalized Newspaper - A Comparison of Simulated Annealing and a Heuristic Method. - Krista Lagus; Ilkka Karanta; Juha Ylä-Jääski (PPSN, 1996)

WEBSOM - Self-organizing maps of document collections. - Samuel Kaski; Timo Honkela; Krista Lagus; Teuvo Kohonen (Neurocomputing, 1998)

Websom for Textual Data Mining. - Krista Lagus; Timo Honkela; Samuel Kaski; Teuvo Kohonen (Artif. Intell. Rev., 1999)

Self organization of a massive document collection. - Teuvo Kohonen; Samuel Kaski; Krista Lagus; Jarkko Salojärvi; Jukka Honkela; Vesa Paatero; Antti Saarela (IEEE Trans. Neural Networks Learn. Syst., 2000)

Independent Variable Group Analysis. - Krista Lagus; Esa Alhoniemi; Harri Valpola (ICANN, 2001)

Large vocabulary statistical language modeling for continuous speech recognition in finnish. - Vesa Siivola; Mikko Kurimo; Krista Lagus (INTERSPEECH, 2001)

An Efficiently Focusing Large Vocabulary Language Model. - Mikko Kurimo; Krista Lagus (ICANN, 2002)

Language model adaptation in speech recognition using document maps. - Krista Lagus; Mikko Kurimo (NNSP, 2002)

Adaptive Dialogue Systems - Interaction with Interact. - Kristiina Jokinen; Antti Kerminen; Tommi Jauhiainen; Jukka Kuusisto; Graham Wilcock; Markku Turunen; Jaakko Hakulinen; Krista Lagus (SIGDIAL Workshop, 2002)

Topic Identification in Natural Language Dialogues Using Neural Networks. - Krista Lagus; Jukka Kuusisto (SIGDIAL Workshop, 2002)

ICA and SOM in text document analysis. - Ella Bingham; Jukka Kuusisto; Krista Lagus (SIGIR, 2002)

Unsupervised Discovery of Morphemes. - Mathias Creutz; Krista Lagus (SIGMORPHON, 2002)

Text Retrieval Using Self Organized Document Maps. - Krista Lagus (Neural Process. Lett., 2002)

Induction of a Simple Morphology for Highly-Inflecting Languages. - Mathias Creutz; Krista Lagus (SIGMORPHON@ACL, 2004)

Mining massive document collections by the WEBSOM method. - Krista Lagus; Samuel Kaski; Teuvo Kohonen (Inf. Sci., 2004)

Unsupervised Morphology Induction Using Morfessor. - Mathias Creutz; Krista Lagus; Sami Virpioja (FSMNLP, 2005)

Simulating Meaning Negotiation Using Observational Language Games. - Tiina Lindh-Knuutila; Timo Honkela; Krista Lagus (EELC, 2006)

Unsupervised Word Categorization Using Self-Organizing Maps and Automatically Extracted Morphs. - Mikaela Klami; Krista Lagus (IDEAL, 2006)

Compact Modeling of Data Using Independent Variable Group Analysis. - Esa Alhoniemi; Antti Honkela; Krista Lagus; Santeri Jeremias Seppä; Paul Wagner; Harri Valpola (IEEE Trans. Neural Networks, 2007)

Unsupervised models for morpheme segmentation and morphology learning. - Mathias Creutz; Krista Lagus (ACM Trans. Speech Lang. Process., 2007)

Unsupervised Morpheme Analysis with Allomorfessor. - Sami Virpioja; Oskar Kohonen; Krista Lagus (CLEF (1), 2009)

Measuring Adjective Spaces. - Timo Honkela; Tiina Lindh-Knuutila; Krista Lagus (ICANN (1), 2010)

Using Correlation Dimension for Analysing Text Data. - Ilkka Kivimäki; Krista Lagus; Ilari T. Nieminen; Jaakko J. Väyrynen; Timo Honkela (ICANN (1), 2010)

Semi-Supervised Learning of Concatenative Morphology. - Oskar Kohonen; Sami Virpioja; Krista Lagus (SIGMORPHON, 2010)

Morpho Challenge 2005-2010: Evaluations and Results. - Mikko Kurimo; Sami Virpioja; Ville T. Turunen; Krista Lagus (SIGMORPHON, 2010)

Predicting Reaction Times in Word Recognition by Unsupervised Learning of Morphology. - Sami Virpioja; Minna Lehtonen; Annika Hultén; Riitta Salmelin; Krista Lagus (ICANN (1), 2011)

Evaluating the effect of word frequencies in a probabilistic generative model of morphology. - Sami Virpioja; Oskar Kohonen; Krista Lagus (NODALIDA, 2011)

Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features. - Timo Honkela; Zaur Izzatdust; Krista Lagus (ICANN (2), 2012)

Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. - Eric Malmi; Juha Raitio; Oskar Kohonen; Krista Lagus; Timo Honkela (IDA, 2012)

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 (IJCNN, 2012)

Paths of Wellbeing on Self-Organizing Maps. - Krista Lagus; Tommi Vatanen; Oili Kettunen; Antti Heikkilä; Matti Heikkilä; Mika Pantzar; Timo Honkela (WSOM, 2012)

Controlling Self-Organization and Handling Missing Values in SOM and GTM. - Tommi Vatanen; Ilari T. Nieminen; Timo Honkela; Tapani Raiko; Krista Lagus (WSOM, 2012)

Evaluating vector space models with canonical correlation analysis. - Sami Virpioja; Mari-Sanna Paukkeri; Abhishek Tripathi; Tiina Lindh-Knuutila; Krista Lagus (Nat. Lang. Eng., 2012)

Exploration of Loneliness Questionnaires Using the Self-Organising Map. - Krista Lagus; Juho Saari; Ilari T. Nieminen; Timo Honkela (ICANN, 2013)

Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset. - Jussa Klapuri; Ilari T. Nieminen; Tapani Raiko; Krista Lagus (IDA, 2013)

Looking at our data-perspectives from mindfulness apps and quantified self as a daily practice. - Krista Lagus (BIBM, 2014)

Five-Dimensional Sentiment Analysis of Corpora, Documents and Words. - Timo Honkela; Jaakko Korhonen; Krista Lagus; Esa Saarinen (WSOM, 2014)

Self-organization and missing values in SOM and GTM. - Tommi Vatanen; Maria Osmala; Tapani Raiko; Krista Lagus; Marko Sysi-Aho; Matej Oresic; Timo Honkela; Harri Lähdesmäki (Neurocomputing, 2015)

Medicine Radar - a Tool for Exploring Online Health Discussions. - Krista Lagus; Minna Ruckenstein; Atte Juvonen; Chang Rajani (DHN, 2018)

Using Statistical Models of Morphology in the Search for Optimal Units of Representation in the Human Mental Lexicon. - Sami Virpioja; Minna Lehtonen; Annika Hultén; Henna Kivikari; Riitta Salmelin; Krista Lagus (Cogn. Sci., 2018)

Wrangling with Non-Standard Data. - Eetu Mäkelä; Krista Lagus; Leo Lahti; Tanja Säily; Mikko Tolonen; Mika Hämäläinen; Samuli Kaislaniemi; Terttu Nevalainen (DHN, 2020)