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ORCIDMaxim Bakaev
Person information
- affiliation: Novosibirsk State Technical University, Russia
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2020 – today
- 2023
[j9]Rajalakshmi Elangovan
, R. Elakkiya, V. Subramaniyaswamy, Alexey L. Prikhodko, Mikhail G. 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: 2226-2238 (2023)- [j8]Alexey Kozin, Anton Gerasimov, Maxim Bakaev, Anton Pashkov, Olga Razumnikova:
Automating Stimulation Frequency Selection for SSVEP-Based Brain-Computer Interfaces. Algorithms 16(11): 502 (2023) - [j7]Maxim Bakaev, Sebastian Heil, Martin Gaedke:
A Reasonable Effectiveness of Features in Modeling Visual Perception of User Interfaces. Big Data Cogn. Comput. 7(1): 30 (2023) - [j6]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): 23-29 (2023) - [j5]Rajalakshmi Elangovan, R. Elakkiya, Alexey L. Prikhodko, Mikhail G. Grif, Maxim A. Bakaev, Jatinderkumar R. Saini, Ketan Kotecha, V. Subramaniyaswamy:
Static and Dynamic Isolated Indian and Russian Sign Language Recognition with Spatial and Temporal Feature Detection Using Hybrid Neural Network. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(1): 26:1-26:23 (2023) - [c29]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: 236-244 - 2022
- [c28]Maxim Bakaev, Sebastian Heil, Leonid Chirkov, Martin Gaedke:
Benchmarking Neural Networks-Based Approaches for Predicting Visual Perception of User Interfaces. HCI (35) 2022: 217-231 - [c27]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: 406-414 - [e4]Maxim Bakaev, In-Young Ko, Michael Mrissa, Cesare Pautasso, Abhishek Srivastava:
ICWE 2021 Workshops - ICWE 2021 International Workshops, BECS and Invited Papers, Biarritz, France, May 18-21, 2021, Revised Selected Papers. Communications in Computer and Information Science 1508, Springer 2022, ISBN 978-3-030-92230-6 [contents] - 2021
- [j4]Maxim Bakaev, Olga Razumnikova:
What Makes a UI Simple? Difficulty and Complexity in Tasks Engaging Visual-Spatial Working Memory. Future Internet 13(1): 21 (2021) - [c26]Sebastian Heil, Maxim Bakaev, Martin Gaedke:
Web User Interface as a Message - Power Law for Fraud Detection in Crowdsourced Labeling. ICWE 2021: 88-96 - 2020
- [c25]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: 146-162 - [c24]Anna Aletdinova, Olga Razumnikova, Maxim Bakaev:
Do I Need IT? Russian Pensioners' Engagement with Information and Communication Technologies. IMS 2020: 199-212 - [e3]Maxim Bakaev, Nikolay Borisov, Aleksandr Voiskunsky, Dmitry Prokudin, Irina Tolstikova, Aleksandr Fedosov, Andrey V. Chugunov:
XXIII International Conference "Internet and Modern Society": Information Society - Education, Science, Culture and Technology of Future, IMS ISESCTF 2020, St. Petersburg, Russia, June 17-20, 2020. ITMO University 2020, ISBN 978-5-7577-0624-5 [contents] - [i1]Maxim Bakaev, Sebastian Heil, Martin Gaedke:
Distributional Ground Truth: Non-Redundant Crowdsourcing Data Quality Control in UI Labeling Tasks. CoRR abs/2012.13546 (2020)
2010 – 2019
- 2019
- [j3]Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke:
Auto-Extraction and Integration ofMetrics forWeb User Interfaces. J. Web Eng. 17(6&7): 561-590 (2019) - [c23]Maxim Bakaev, Vladimir Khvorostov:
Case-Based Genetic Optimization of Web User Interfaces. Ershov Informatics Conference 2019: 10-25 - [c22]Maxim Bakaev, Ekaterina Goltsova, Vladimir Khvorostov, Olga Razumnikova:
Data Compression Algorithms in Analysis of UI Layouts Visual Complexity. Ershov Informatics Conference 2019: 167-184 - [c21]Egor Boychuk, Maxim Bakaev:
Entropy and Compression Based Analysis of Web User Interfaces. ICWE 2019: 253-261 - [c20]Maxim Bakaev, Sebastian Heil, Nikita Perminov, Martin Gaedke:
Integration Platform for Metric-Based Analysis of Web User Interfaces. ICWE 2019: 525-529 - [c19]Irina Sizova, Maksim Bakaev:
Trends and methods of labor technological advancement in Russian economy (example analysis of job offers in Siberian Federal District). IMS (SCEE) 2019: 35-47 - [c18]Darya Rakhvalova, Galina Kurcheeva, Marina Rakhvalova, Maksim Bakaev:
Automation of Anti-Corruption Expertise of Legislative Acts with Machine Learning Labeled Data. IMS (SCEE) 2019: 66-77 - [c17]Nikita Perminov, Maksim Bakaev:
Integrating Tools and Services for Assessment of Web User Interfaces and Identification of Usability Risks. IMS (CLCO) 2019: 153-165 - [e2]Maxim Bakaev, Flavius Frasincar, In-Young Ko:
Web Engineering - 19th International Conference, ICWE 2019, Daejeon, South Korea, June 11-14, 2019, Proceedings. Lecture Notes in Computer Science 11496, Springer 2019, ISBN 978-3-030-19273-0 [contents] - [e1]Maxim Bakaev, Nikolay Borisov, Aleksandr Voiskunsky, Dmitry Prokudin, Irina Tolstikova, Aleksandr Fedosov, Andrey V. Chugunov:
XXII International Conference "Internet and Modern Society": Information Society - Education, Science, Culture and Technology of Future, IMS ISESCTF 2019, St. Petersburg, Russia, June 19-22, 2019. ITMO University 2019, ISBN 978-5-7577-0624-5 [contents] - 2018
- [c16]Galina Kurcheeva, Marina Rakhvalova, Daria Rakhvalova, Maxim Bakaev:
Mining and Indexing of Legal Natural Language Texts with Domain and Task Ontology. EGOSE 2018: 123-137 - [c15]Maxim Bakaev, Sebastian Heil, Vladimir Khvorostov, Martin Gaedke:
HCI Vision for Automated Analysis and Mining of Web User Interfaces. ICWE 2018: 136-144 - [c14]Viktoriya Giorgashvili, Maksim Bakaev:
Methods for Eliminating Incompleteness of Data in Online Monitoring of Labor Market. IMS (ISESCTF) 2018: 11-19 - [c13]Yuliya Chasovskikh, Maksim Bakaev:
Designing Web User Interfaces from Configurable Components. IMS (ISESCTF) 2018: 75-83 - [c12]Maxim Bakaev, Vladimir Khvorostov:
Component-based Engineering of Web User Interface Designs for Evolutionary Optimization. SNPD 2018: 335-340 - 2017
- [j2]Maxim Bakaev:
The Russian Reversal: From Developed to Emerging IT. IT Prof. 19(3): 11-13 (2017) - [c11]Maxim Bakaev, Vladimir Khvorostov, Sebastian Heil, Martin Gaedke:
Web Intelligence Linked Open Data for Website Design Reuse. ICWE 2017: 370-377 - [c10]Maxim Bakaev, Vladimir Khvorostov, Sebastian Heil, Martin Gaedke:
Evaluation of User-Subjective Web Interface Similarity with Kansei Engineering-Based ANN. RE Workshops 2017: 125-131 - 2016
- [c9]Maxim Bakaev, Tatiana V. Avdeenko:
Prospects and Challenges in Online Data Mining. DMBD 2016: 15-23 - [c8]Anna Aletdinova, Maxim Kravchenko, Maxim Bakaev:
Crowdsourcing and the effectiveness of C2G interaction in Russia. EGOSE 2016: 202-211 - [c7]Dmitry Saprykin, Galina Kurcheeva, Maxim Bakaev:
Impact of social media promotion in the information age. EGOSE 2016: 229-236 - [c6]Maxim Bakaev, Martin Gaedke, Vladimir Khvorostov, Sebastian Heil:
Extending Kansei Engineering for Requirements Consideration in Web Interaction Design. ICWE 2016: 513-518 - [c5]Sebastian Heil, Maxim Bakaev, Martin Gaedke:
Measuring and Ensuring Similarity of User Interfaces: The Impact of Web Layout. WISE (1) 2016: 252-260 - 2015
- [c4]Maxim Bakaev, Tatiana V. Avdeenko:
Defining and Optimizing User Interfaces Information Complexity for AI Methods Application in HCI. HCI (2) 2015: 397-405 - 2013
- [j1]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) - 2012
- [c3]Maxim Bakaev, Tatiana V. Avdeenko:
User Interface Design Guidelines Arrangement in a Recommender System with Frame Ontology. DASFAA Workshops 2012: 311-322
2000 – 2009
- 2008
- [c2]Maxim Bakaev:
Fitts' law for older adults: considering a factor of age. IHC 2008: 260-263 - 2007
- [c1]Maxim Bakaev, Kyong-Hee Lee, Hong-In Cheng:
The emotional gap between the elderly and the non-elderly. IFAC HMS 2007: 392-397
Coauthor Index
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