Krista Lagus

Publication Activity (10 Years)

Years Active: 1996-2020
Publications (10 Years): 4

Top Topics

Canonical Correlation Analysis

Statistical Models

Vector Space Model

Top Venues

Publications

Eetu Mäkelä, Krista Lagus, Leo Lahti, Tanja Säily, Mikko Tolonen, Mika Hämäläinen, Samuli Kaislaniemi, Terttu Nevalainen
Wrangling with Non-Standard Data. DHN (2020)
Krista Lagus, Minna Ruckenstein, Atte Juvonen, Chang Rajani
Medicine Radar - a Tool for Exploring Online Health Discussions. DHN (2018)
Sami Virpioja, Minna Lehtonen, Annika Hultén, Henna Kivikari, Riitta Salmelin, Krista Lagus
Using Statistical Models of Morphology in the Search for Optimal Units of Representation in the Human Mental Lexicon. Cogn. Sci. 42 (3) (2018)
Tommi Vatanen, Maria Osmala, Tapani Raiko, Krista Lagus, Marko Sysi-Aho, Matej Oresic, Timo Honkela, Harri Lähdesmäki
Self-organization and missing values in SOM and GTM. Neurocomputing 147 (2015)
Timo Honkela, Jaakko Korhonen, Krista Lagus, Esa Saarinen
Five-Dimensional Sentiment Analysis of Corpora, Documents and Words. WSOM (2014)
Krista Lagus
Looking at our data-perspectives from mindfulness apps and quantified self as a daily practice. BIBM (2014)
Jussa Klapuri, Ilari T. Nieminen, Tapani Raiko, Krista Lagus
Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset. IDA (2013)
Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela
Exploration of Loneliness Questionnaires Using the Self-Organising Map. ICANN (2013)
Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, Krista Lagus
Controlling Self-Organization and Handling Missing Values in SOM and GTM. WSOM (2012)
Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela
Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. IDA (2012)
Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, Mika Pantzar
Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. IJCNN (2012)
Timo Honkela, Zaur Izzatdust, Krista Lagus
Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features. ICANN (2) (2012)
Sami Virpioja, Mari-Sanna Paukkeri, Abhishek Tripathi, Tiina Lindh-Knuutila, Krista Lagus
Evaluating vector space models with canonical correlation analysis. Nat. Lang. Eng. 18 (3) (2012)
Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, Timo Honkela
Paths of Wellbeing on Self-Organizing Maps. WSOM (2012)
Sami Virpioja, Oskar Kohonen, Krista Lagus
Evaluating the effect of word frequencies in a probabilistic generative model of morphology. NODALIDA (2011)
Sami Virpioja, Minna Lehtonen, Annika Hultén, Riitta Salmelin, Krista Lagus
Predicting Reaction Times in Word Recognition by Unsupervised Learning of Morphology. ICANN (1) (2011)
Oskar Kohonen, Sami Virpioja, Krista Lagus
Semi-Supervised Learning of Concatenative Morphology. SIGMORPHON (2010)
Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela
Using Correlation Dimension for Analysing Text Data. ICANN (1) (2010)
Timo Honkela, Tiina Lindh-Knuutila, Krista Lagus
Measuring Adjective Spaces. ICANN (1) (2010)
Mikko Kurimo, Sami Virpioja, Ville T. Turunen, Krista Lagus
Morpho Challenge 2005-2010: Evaluations and Results. SIGMORPHON (2010)
Sami Virpioja, Oskar Kohonen, Krista Lagus
Unsupervised Morpheme Analysis with Allomorfessor. CLEF (1) (2009)
Mathias Creutz, Krista Lagus
Unsupervised models for morpheme segmentation and morphology learning. ACM Trans. Speech Lang. Process. 4 (1) (2007)
Esa Alhoniemi, Antti Honkela, Krista Lagus, Santeri Jeremias Seppä, Paul Wagner, Harri Valpola
Compact Modeling of Data Using Independent Variable Group Analysis. IEEE Trans. Neural Networks 18 (6) (2007)
Tiina Lindh-Knuutila, Timo Honkela, Krista Lagus
Simulating Meaning Negotiation Using Observational Language Games. EELC (2006)
Mikaela Klami, Krista Lagus
Unsupervised Word Categorization Using Self-Organizing Maps and Automatically Extracted Morphs. IDEAL (2006)
Mathias Creutz, Krista Lagus, Sami Virpioja
Unsupervised Morphology Induction Using Morfessor. FSMNLP (2005)
Krista Lagus, Samuel Kaski, Teuvo Kohonen
Mining massive document collections by the WEBSOM method. Inf. Sci. 163 (1-3) (2004)
Mathias Creutz, Krista Lagus
Induction of a Simple Morphology for Highly-Inflecting Languages. SIGMORPHON@ACL (2004)
Krista Lagus, Jukka Kuusisto
Topic Identification in Natural Language Dialogues Using Neural Networks. SIGDIAL Workshop (2002)
Krista Lagus
Text Retrieval Using Self Organized Document Maps. Neural Process. Lett. 15 (1) (2002)
Mathias Creutz, Krista Lagus
Unsupervised Discovery of Morphemes CoRR (2002)
Mikko Kurimo, Krista Lagus
An Efficiently Focusing Large Vocabulary Language Model. ICANN (2002)
Krista Lagus, Mikko Kurimo
Language model adaptation in speech recognition using document maps. NNSP (2002)
Mathias Creutz, Krista Lagus
Unsupervised Discovery of Morphemes. SIGMORPHON (2002)
Kristiina Jokinen, Antti Kerminen, Tommi Jauhiainen, Jukka Kuusisto, Graham Wilcock, Markku Turunen, Jaakko Hakulinen, Krista Lagus
Adaptive Dialogue Systems - Interaction with Interact. SIGDIAL Workshop (2002)
Ella Bingham, Jukka Kuusisto, Krista Lagus
ICA and SOM in text document analysis. SIGIR (2002)
Vesa Siivola, Mikko Kurimo, Krista Lagus
Large vocabulary statistical language modeling for continuous speech recognition in finnish. INTERSPEECH (2001)
Krista Lagus, Esa Alhoniemi, Harri Valpola
Independent Variable Group Analysis. ICANN (2001)
Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, Antti Saarela
Self organization of a massive document collection. IEEE Trans. Neural Networks Learn. Syst. 11 (3) (2000)
Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen
Websom for Textual Data Mining. Artif. Intell. Rev. 13 (5-6) (1999)
Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen
WEBSOM - Self-organizing maps of document collections. Neurocomputing 21 (1-3) (1998)
Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela
Very Large Two-Level SOM for the Browsing of Newsgroups. ICANN (1996)
Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen
Exploration of full-text databases with self-organizing maps. ICNN (1996)
Samuel Kaski, Krista Lagus
Comparing Self-Organizing Maps. ICANN (1996)
Krista Lagus, Ilkka Karanta, Juha Ylä-Jääski
Paginating the Generalized Newspaper - A Comparison of Simulated Annealing and a Heuristic Method. PPSN (1996)
Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. KDD (1996)