| 2016 | COLING | The Challenges of Multi-dimensional Sentiment Analysis Across Languages. | Emily hman, Timo Honkela, Jrg Tiedemann |
| 2014 | ICANN | Quantifying the Effect of Meaning Variation in Survey Analysis. | Henri Sintonen, Juha Raitio, Timo Honkela |
| 2014 | ICANN | A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. | Jonathan Strahl, Timo Honkela, Paul Wagner |
| 2013 | ICANN | Modeling Action Verb Semantics Using Motion Tracking. | Timo Honkela, Klaus Frger |
| 2013 | ICANN | Interactive Two-Level WEBSOM for Organizational Exploration. | Timo Honkela, Michael Knapek |
| 2013 | ICANN | Exploration of Loneliness Questionnaires Using the Self-Organising Map. | Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela |
| 2013 | ICONIP | Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. | He Zhang, Zhirong Yang, Mehmet Gnen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja |
| 2013 | IVA | Impact of Varying Vocabularies on Controlling Motion of a Virtual Actor. | Klaus Frger, Timo Honkela, Tapio Takala |
| 2012 | ICANN | Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features. | Timo Honkela, Zaur Izzatdust, Krista Lagus |
| 2012 | ICANN | Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts. | Juha Raitio, Tapani Raiko, Timo Honkela |
| 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 | ICONIP | Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering. | Mari-Sanna Paukkeri, Ilkka Kivimki, Santosh Tirunagari, Erkki Oja, Timo Honkela |
| 2011 | IDA | Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features. | He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, Henok Alene |
| 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 |
| 2010 | ICANN | Elementary Logical Reasoning in the SOM Output Space. | Jorge Ramn Letosa, Timo Honkela |
| 2009 | ICAART | Conceptual Autonomy of Agents. | Timo Honkela |
| 2009 | ICANN | 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 |
| 2008 | COLING | A Language-Independent Approach to Keyphrase Extraction and Evaluation. | Mari-Sanna Paukkeri, Ilari T. Nieminen, Matti Pll, Timo Honkela |
| 2008 | ICANN | Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps. | Timo Honkela, Sami Virpioja, Jaakko J. Vyrynen |
| 2008 | IJCNLP | Speech to speech machine translation: Biblical chatter from Finnish to English. | David Ellis, Mathias Creutz, Timo Honkela, Mikko Kurimo |
| 2007 | IJCNN | Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation. | Timo Honkela |
| 2007 | IJCNN | Self-Organizing Maps as Traveling Computational Templates. | Tarja Knuuttila, Anna-Mari Rusanen, Timo Honkela |
| 2007 | IJCNN | Probabilistic Text Change Detection Using an Immune Model. | Matti Pll, Timo Honkela |
| 2007 | IJCNN | Sparse Distributed Representations for Words with Thresholded Independent Component Analysis. | Jaakko J. Vyrynen, Lasse Lindqvist, Timo Honkela |
| 2006 | ICANN | Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors. | Mats Sjberg, Jorma Laaksonen, Matti Pll, Timo Honkela |
| 2004 | IJCNN | Linguistic feature extraction using independent component analysis. | Timo Honkela, Aapo Hyvrinen |
| 2004 | IJCNN | Assessing similarity of emergent representations based on unsupervised learning. | Juha Raitio, Ricardo Vigrio, Jaakko Srel, Timo Honkela |
| 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 |
| 1988 | ISMIS | Task Oriented Knowledge Representation Languages for NLP-Systems. | Aarno Lehtola, Timo Honkela, Heikki Hytyniemi, Harri Jppinen |