Maxim Bakaev
Personal Information
Publications
- Maxim Bakaev, Sebastian Heil, Johanna Jagow, Maximilian Speicher, Kevin Bauer, Martin Gaedke (2023): Conference Paper "A Taxonomy of User Behavior Model (UBM) Tools for UI Design and User Research"
- Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke (2023): Journal Article "How Many Data Does Machine Learning in Human–Computer Interaction Need?: Re-Estimating the Dataset Size for Convolutional Neural Network-Based Models of Visual Perception"
- Maxim Bakaev, Sebastian Heil, Martin Gaedke (2023): Journal Article "A Reasonable Effectiveness of Features in Modeling Visual Perception of User Interfaces"
- Maxim Bakaev, Maximilian Speicher, Johanna Jagow, Sebastian Heil, Martin Gaedke (2022): Conference Paper "We Don’t Need No Real Users?! Surveying the Adoption of User-less Automation Tools by UI Design Practitioners"
- Maxim Bakaev, Sebastian Heil, Leonid Chirkov, Martin Gaedke (2022): Conference Paper "Benchmarking Neural Networks-Based Approaches for Predicting Visual Perception of User Interfaces"
- Sebastian Heil, Maxim Bakaev, Martin Gaedke (2021): Conference Paper "Web User Interface as a Message: Power Law for Fraud Detection in Crowdsourced Labeling"
- Maxim Bakaev, Maximilian Speicher, Sebastian Heil, Martin Gaedke (2020): Conference Paper "I Don’t Have That Much Data! Reusing User Behavior Models for Websites from Different Domains"
- Sebastian Heil, Maxim Bakaev, Martin Gaedke (2019): Conference Paper "Assessing Completeness in Training Data for Image-Based Analysis of Web User Interfaces"
- Maxim Bakaev, Sebastian Heil, Nikita Perminov, Martin Gaedke (2019): Conference Paper "Integration Platform for Metric-Based Analysis of Web User Interfaces"
- Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke (2019): Journal Article "Auto-Extraction and Integration of Metrics for Web User Interfaces"
- Maxim Bakaev, Tatiana Laricheva, Sebastian Heil, Martin Gaedke (2018): Conference Paper "Analysis and Prediction of University Websites Perceptions by Different User Groups"
- Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke (2018): Conference Paper "HCI Vision for Automated Analysis and Mining of Web User Interfaces"
- Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke (2017): Conference Paper "Evaluation of User-Subjective Web Interface Similarity with Kansei Engineering-Based ANN"
- Maxim Bakaev, Vladimir Khvorostov, Sebastian Heil, Martin Gaedke (2017): Conference Paper "Web Intelligence Linked Open Data for Website Design Reuse"
- Sebastian Heil, Maxim Bakaev, Martin Gaedke (2016): Conference Paper "Measuring and Ensuring Similarity of User Interfaces: the Impact of Web Layout"
- Maxim Bakaev, Martin Gaedke, Sebastian Heil (2016): Electronic Source "Kansei Engineering Experimental Research with University Websites"
- Maxim Bakaev, Martin Gaedke, Vladimir Khvorostov, Sebastian Heil (2016): Conference Paper "Extending Kansei Engineering for Requirements Consideration in Web Interaction Design"
