Jaakko Peltonen

Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization

Jarkko Venna, Jaakko Peltonen, Kristian Nybo et al. · 2010 · 268 citations

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

Dominik Sacha, Leishi Zhang, Michael Sedlmair et al. · IEEE Transactions on Visualization and Computer Graphics · 2016 · 233 citations

Interactive Visualization, Engineering, Machine Learning +15

What you see is what you can change: Human-centered machine learning by interactive visualization

Dominik Sacha, Michael Sedlmair, Leishi Zhang et al. · Neurocomputing · 2017 · 162 citations · Full text

Artificial Intelligence, Interactive Visualization, Interactive Machine Learning +11

Bankruptcy analysis with self-organizing maps in learning metrics

Samuel Kaski, Janne Sinkkonen, Jaakko Peltonen · IEEE Transactions on Neural Networks · 2001 · 138 citations

Bankruptcy Analysis, Financial Data, Auxiliary Random +19

The usage of large data sets in online consumer behaviour: A bibliometric and computational text-mining–driven analysis of previous research

Mika Vanhala, Chien Lu, Jaakko Peltonen et al. · Journal of Business Research · 2019 · 123 citations · Full text

Marketing Analytics, Computational Text-mining–driven Analysis, Computational Social Science +14