Task Oriented Knowledge Representation Languages for NLP-Systems. - Aarno Lehtola; Timo Honkela; Heikki Hyötyniemi; Harri Jäppinen (ISMIS, 1988)

Predication Graphs as Canonical Representation of Query Sentences. - Timo Honkela; Aarno Lehtola; K. Valkonen (NODALIDA, 1988)

AWARE - DAG-transformations for Semantic Analysis. - Aarno Lehtola; Timo Honkela (NODALIDA, 1988)

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)

Lawrence A. Bookman, Trajectories Through Knowledge Space: A Dynamic Framework for Machine Comprehension. Boston, Dordrecht, London: Kluwer, 1994. ISBN 0-7923-9487-9, £62.95/$89.85 271 pp. - Timo Honkela (Nat. Lang. Eng., 1997)

Combination of Neural and Evolutionary Methods for Data Organization. - Catherine Bounsaythip; Timo Honkela (FODO, 1998)

Kohonen's Self-Organizing Maps for Intelligent Systems Development. - Timo Honkela (FODO, 1998)

Self-Organizing Maps in Symbol Processing. - Timo Honkela (Hybrid Neural Systems, 1998)

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

Connectionist Analysis and Creation of Context for Natural Language Understanding and Knowledge Management. - Timo Honkela (CONTEXT, 1999)

Emotional Disorders in Autonomous Agents? - Aapo Hyvärinen; Timo Honkela (ECAL, 1999)

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

Linguistic feature extraction using independent component analysis. - Timo Honkela; Aapo Hyvärinen (IJCNN, 2004)

Assessing similarity of emergent representations based on unsupervised learning. - Juha Raitio; Ricardo Vigário; Jaakko Särelä; Timo Honkela (IJCNN, 2004)

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

Analysis of EU Languages Through Text Compression. - Kimmo Kettunen 001; Markus Sadeniemi; Tiina Lindh-Knuutila; Timo Honkela (FinTAL, 2006)

Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors. - Mats Sjöberg; Jorma Laaksonen; Matti Pöllä; Timo Honkela (ICANN (2), 2006)

Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data. - Mats Sjöberg; Ville Viitaniemi; Jorma Laaksonen; Timo Honkela (AIAI, 2006)

Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation. - Timo Honkela (IJCNN, 2007)

Self-Organizing Maps as Traveling Computational Templates. - Tarja Knuuttila; Anna-Mari Rusanen; Timo Honkela (IJCNN, 2007)

Probabilistic Text Change Detection Using an Immune Model. - Matti Pöllä; Timo Honkela (IJCNN, 2007)

Sparse Distributed Representations for Words with Thresholded Independent Component Analysis. - Jaakko J. Väyrynen; Lasse Lindqvist; Timo Honkela (IJCNN, 2007)

Kohonen network. - Teuvo Kohonen; Timo Honkela (Scholarpedia, 2007)

Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms. - Matti Pöllä; Timo Honkela; Xiao Zhi Gao 001 (NICSO, 2007)

A Language-Independent Approach to Keyphrase Extraction and Evaluation. - Mari-Sanna Paukkeri; Ilari T. Nieminen; Matti Pöllä; Timo Honkela (COLING (Posters), 2008)

Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps. - Timo Honkela; Sami Virpioja; Jaakko J. Väyrynen (ICANN (1), 2008)

Speech to speech machine translation: Biblical chatter from Finnish to English. - David Ellis; Mathias Creutz; Timo Honkela; Mikko Kurimo (IJCNLP, 2008)

Inferring semantics from textual information in multimedia retrieval. - Mats Sjöberg; Jorma Laaksonen; Timo Honkela; Matti Pöllä (Neurocomputing, 2008)

Complexity of European Union Languages: A comparative approach. - Markus Sadeniemi; Kimmo Kettunen 001; Tiina Lindh-Knuutila; Timo Honkela (J. Quant. Linguistics, 2008)

Knowledge Practices, Epistemic Technologies, and Pragmatic Web. - Kai Hakkarainen; Ritva Engeström; Sami Paavola; Pasi Pohjola; Timo Honkela (I-SEMANTICS, 2009)

Conceptual Autonomy of Agents. - Timo Honkela (ICAART, 2009)

Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction. - Mark van Heeswijk; Yoan Miche; Tiina Lindh-Knuutila; Peter A. J. Hilbers; Timo Honkela; Erkki Oja; Amaury Lendasse (ICANN (2), 2009)

Concept Mining with Self-Organizing Maps for the Semantic Web. - Timo Honkela; Matti Pöllä (WSOM, 2009)

On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study. - Teuvo Kohonen; Ilari T. Nieminen; Timo Honkela (WSOM, 2009)

Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map. - Pyry Niemelä; Timo Honkela (WSOM, 2009)

Text Mining and Qualitative Analysis of an IT History Interview Collection. - Petri Paju; Eric Malmi; Timo Honkela (History of Nordic Computing, 2010)

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)

Elementary Logical Reasoning in the SOM Output Space. - Jorge Ramón Letosa; Timo Honkela (ICANN (2), 2010)

Learning taxonomic relations from a set of text documents. - Mari-Sanna Paukkeri; Alberto Pérez García-Plaza; Sini Pessala; Timo Honkela (IMCSIT, 2010)

Likey: Unsupervised Language-Independent Keyphrase Extraction. - Mari-Sanna Paukkeri; Timo Honkela (SemEval@ACL, 2010)

European Symposium on Times Series Prediction. - Amaury Lendasse; Timo Honkela; Olli Simula (Neurocomputing, 2010)

Negative Selection of Written Language Using Character Multiset Statistics. - Matti Pöllä; Timo Honkela (J. Comput. Sci. Technol., 2010)

WordICA - emergence of linguistic representations for words by independent component analysis. - Timo Honkela; Aapo Hyvärinen; Jaakko J. Väyrynen (Nat. Lang. Eng., 2010)

Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering. - Mari-Sanna Paukkeri; Ilkka Kivimäki; Santosh Tirunagari; Erkki Oja; Timo Honkela (ICONIP (3), 2011)

Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features. - He Zhang 009; Eimontas Augilius; Timo Honkela; Jorma Laaksonen; Hannes Gamper; Henok Alene (IDA, 2011)

Media Map: A Multilingual Document Map with a Design Interface. - Timo Honkela; Jorma Laaksonen; Hannele Törrö; Juhani Tenhunen (WSOM, 2011)

Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World. - Yasir Mehmood; Mudassar Abbas; Xi Chen 017; Timo Honkela (WSOM, 2011)

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

Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts. - Juha Raitio; Tapani Raiko; Timo Honkela (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)

Semantic analysis in word vector spaces with ICA and feature selection. - Tiina Lindh-Knuutila; Jaakko J. Väyrynen; Timo Honkela (KONVENS, 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)

Learning a taxonomy from a set of text documents. - Mari-Sanna Paukkeri; Alberto Pérez García-Plaza; Víctor Fresno; Raquel Martínez-Unanue 001; Timo Honkela (Appl. Soft Comput., 2012)

Modeling Action Verb Semantics Using Motion Tracking. - Timo Honkela; Klaus Förger (ICANN, 2013)

Interactive Two-Level WEBSOM for Organizational Exploration. - Timo Honkela; Michael Knapek (ICANN, 2013)

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

Exploratory Text Analysis: Data-Driven versus Human Semantic Similarity Judgments. - Tiina Lindh-Knuutila; Timo Honkela (ICANNGA, 2013)

Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. - He Zhang 009; Zhirong Yang; Mehmet Gönen; Markus Koskela; Jorma Laaksonen; Timo Honkela; Erkki Oja (ICONIP (3), 2013)

Impact of Varying Vocabularies on Controlling Motion of a Virtual Actor. - Klaus Förger; Timo Honkela; Tapio Takala (IVA, 2013)

Assessing user-specific difficulty of documents. - Mari-Sanna Paukkeri; Marja Ollikainen; Timo Honkela (Inf. Process. Manag., 2013)

Quantifying the Effect of Meaning Variation in Survey Analysis. - Henri Sintonen; Juha Raitio; Timo Honkela (ICANN, 2014)

A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. - Jonathan Strahl; Timo Honkela; Paul Wagner (ICANN, 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)

The Challenges of Multi-dimensional Sentiment Analysis Across Languages. - Emily Öhman; Timo Honkela; Jörg Tiedemann (PEOPLES@COLING, 2016)

Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation. - Emily Öhman; Kaisla Kajava; Jörg Tiedemann; Timo Honkela (WASSA@EMNLP, 2018)