Maxim Bakaev

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 28

Top Topics

Visual Perception

Genetic Optimization

Top Venues

Ershov Informatics Conference

Publications

Maxim Bakaev, Sebastian Heil, Johanna Jagow, Maximilian Speicher, Kevin Bauer, Martin Gaedke
A Taxonomy of User Behavior Model (UBM) Tools for UI Design and User Research. ICWE (2023)
Alexey Kozin, Anton Gerasimov, Maxim Bakaev, Anton Pashkov, Olga Razumnikova
Automating Stimulation Frequency Selection for SSVEP-Based Brain-Computer Interfaces. Algorithms 16 (11) (2023)
Maxim Bakaev, Sebastian Heil, Martin Gaedke
A Reasonable Effectiveness of Features in Modeling Visual Perception of User Interfaces. Big Data Cogn. Comput. 7 (1) (2023)
Rajalakshmi Elangovan, R. Elakkiya, V. Subramaniyaswamy, Alexey L. Prikhodko, Mikhail Grif, Maxim Bakaev, Ketan Kotecha, Lubna Abdel Kareim Gabralla, Ajith Abraham
Multi-Semantic Discriminative Feature Learning for Sign Gesture Recognition Using Hybrid Deep Neural Architecture. IEEE Access 11 (2023)
Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke
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. IT Prof. 25 (2) (2023)
Maxim Bakaev, Maximilian Speicher, Johanna Jagow, Sebastian Heil, Martin Gaedke
We Don't Need No Real Users?! Surveying the Adoption of User-less Automation Tools by UI Design Practitioners. ICWE (2022)
Maxim Bakaev, Sebastian Heil, Leonid Chirkov, Martin Gaedke
Benchmarking Neural Networks-Based Approaches for Predicting Visual Perception of User Interfaces. HCI (35) (2022)
Maxim Bakaev, Olga Razumnikova
What Makes a UI Simple? Difficulty and Complexity in Tasks Engaging Visual-Spatial Working Memory. Future Internet 13 (1) (2021)
Sebastian Heil, Maxim Bakaev, Martin Gaedke
Web User Interface as a Message - Power Law for Fraud Detection in Crowdsourced Labeling. ICWE (2021)
Maxim Bakaev, Maximilian Speicher, Sebastian Heil, Martin Gaedke
I Don't Have That Much Data! Reusing User Behavior Models for Websites from Different Domains. ICWE (2020)
Maxim Bakaev, Sebastian Heil, Martin Gaedke
Distributional Ground Truth: Non-Redundant Crowdsourcing Data Quality Control in UI Labeling Tasks. CoRR (2020)
Anna Aletdinova, Olga Razumnikova, Maxim Bakaev
Do I Need IT? Russian Pensioners' Engagement with Information and Communication Technologies. IMS (2020)
Egor Boychuk, Maxim Bakaev
Entropy and Compression Based Analysis of Web User Interfaces. ICWE (2019)
Maxim Bakaev, Vladimir Khvorostov
Case-Based Genetic Optimization of Web User Interfaces. Ershov Informatics Conference (2019)
Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke
Auto-Extraction and Integration ofMetrics forWeb User Interfaces. J. Web Eng. 17 (6&7) (2019)
Maxim Bakaev, Ekaterina Goltsova, Vladimir Khvorostov, Olga Razumnikova
Data Compression Algorithms in Analysis of UI Layouts Visual Complexity. Ershov Informatics Conference (2019)
Maxim Bakaev, Sebastian Heil, Nikita Perminov, Martin Gaedke
Integration Platform for Metric-Based Analysis of Web User Interfaces. ICWE (2019)
Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke
HCI Vision for Automated Analysis and Mining of Web User Interfaces. ICWE (2018)
Galina Kurcheeva, Marina Rakhvalova, Daria Rakhvalova, Maxim Bakaev
Mining and Indexing of Legal Natural Language Texts with Domain and Task Ontology. EGOSE (2018)
Maxim Bakaev, Vladimir Khvorostov
Component-based Engineering of Web User Interface Designs for Evolutionary Optimization. SNPD (2018)
Maxim Bakaev, Vladimir Khvorostov, Sebastian Heil, Martin Gaedke
Web Intelligence Linked Open Data for Website Design Reuse. ICWE (2017)
Maxim Bakaev
The Russian Reversal: From Developed to Emerging IT. IT Prof. 19 (3) (2017)
Maxim Bakaev, Vladimir Khvorostov, Sebastian Heil, Martin Gaedke
Evaluation of User-Subjective Web Interface Similarity with Kansei Engineering-Based ANN. RE Workshops (2017)
Dmitry Saprykin, Galina Kurcheeva, Maxim Bakaev
Impact of social media promotion in the information age. EGOSE (2016)
Sebastian Heil, Maxim Bakaev, Martin Gaedke
Measuring and Ensuring Similarity of User Interfaces: The Impact of Web Layout. WISE (1) (2016)
Maxim Bakaev, Tatiana V. Avdeenko
Prospects and Challenges in Online Data Mining. DMBD (2016)
Anna Aletdinova, Maxim Kravchenko, Maxim Bakaev
Crowdsourcing and the effectiveness of C2G interaction in Russia. EGOSE (2016)
Maxim Bakaev, Martin Gaedke, Vladimir Khvorostov, Sebastian Heil
Extending Kansei Engineering for Requirements Consideration in Web Interaction Design. ICWE (2016)
Maxim Bakaev, Tatiana V. Avdeenko
Defining and Optimizing User Interfaces Information Complexity for AI Methods Application in HCI. HCI (2) (2015)
Maxim Bakaev, Tatiana V. Avdeenko
Indexación y comparación de entidades multidimensionales en un sistema de recomendación basado en el enfoque ontológico. Computación y Sistemas 17 (1) (2013)
Maxim Bakaev, Tatiana V. Avdeenko
User Interface Design Guidelines Arrangement in a Recommender System with Frame Ontology. DASFAA Workshops (2012)
Maxim Bakaev
Fitts' law for older adults: considering a factor of age. IHC (2008)
Maxim Bakaev, Kyong-Hee Lee, Hong-In Cheng
The emotional gap between the elderly and the non-elderly. IFAC HMS (2007)