Maxim Bakaev

Orcid: 0000-0002-1889-0692

Affiliations:
  • Novosibirsk State Technical University, Russia


According to our database1, Maxim Bakaev authored at least 39 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
A Reasonable Effectiveness of Features in Modeling Visual Perception of User Interfaces.
Big Data Cogn. Comput., March, 2023

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., 2023

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., 2023

Automating Stimulation Frequency Selection for SSVEP-Based Brain-Computer Interfaces.
Algorithms, 2023

Multi-Semantic Discriminative Feature Learning for Sign Gesture Recognition Using Hybrid Deep Neural Architecture.
IEEE Access, 2023

A Taxonomy of User Behavior Model (UBM) Tools for UI Design and User Research.
Proceedings of the Web Engineering - 23rd International Conference, 2023

2022
We Don't Need No Real Users?! Surveying the Adoption of User-less Automation Tools by UI Design Practitioners.
Proceedings of the Web Engineering - 22nd International Conference, 2022

Benchmarking Neural Networks-Based Approaches for Predicting Visual Perception of User Interfaces.
Proceedings of the Artificial Intelligence in HCI, 2022

2021
What Makes a UI Simple? Difficulty and Complexity in Tasks Engaging Visual-Spatial Working Memory.
Future Internet, 2021

Web User Interface as a Message - Power Law for Fraud Detection in Crowdsourced Labeling.
Proceedings of the Web Engineering - 21st International Conference, 2021

2020
Distributional Ground Truth: Non-Redundant Crowdsourcing Data Quality Control in UI Labeling Tasks.
CoRR, 2020

Do I Need IT? Russian Pensioners' Engagement with Information and Communication Technologies.
Proceedings of the International Conference "Internet and Modern Society", 2020

I Don't Have That Much Data! Reusing User Behavior Models for Websites from Different Domains.
Proceedings of the Web Engineering - 20th International Conference, 2020

2019
Auto-Extraction and Integration ofMetrics forWeb User Interfaces.
J. Web Eng., 2019

Trends and methods of labor technological advancement in Russian economy (example analysis of job offers in Siberian Federal District).
Proceedings of the XXII International Conference "Internet and Modern Society": State and Citizens in the Electronic Environment, 2019

Automation of Anti-Corruption Expertise of Legislative Acts with Machine Learning Labeled Data.
Proceedings of the XXII International Conference "Internet and Modern Society": State and Citizens in the Electronic Environment, 2019

Integrating Tools and Services for Assessment of Web User Interfaces and Identification of Usability Risks.
Proceedings of the XXII International Conference "Internet and Modern Society": Computer Linguistics and Computing Ontologies, 2019

Entropy and Compression Based Analysis of Web User Interfaces.
Proceedings of the Web Engineering - 19th International Conference, 2019

Integration Platform for Metric-Based Analysis of Web User Interfaces.
Proceedings of the Web Engineering - 19th International Conference, 2019

Case-Based Genetic Optimization of Web User Interfaces.
Proceedings of the Perspectives of System Informatics, 2019

Data Compression Algorithms in Analysis of UI Layouts Visual Complexity.
Proceedings of the Perspectives of System Informatics, 2019

2018
Component-based Engineering of Web User Interface Designs for Evolutionary Optimization.
Proceedings of the 19th IEEE/ACIS International Conference on Software Engineering, 2018

Methods for Eliminating Incompleteness of Data in Online Monitoring of Labor Market.
Proceedings of the XXI International Conference "Internet and Modern Society": Information Society, 2018

Designing Web User Interfaces from Configurable Components.
Proceedings of the XXI International Conference "Internet and Modern Society": Information Society, 2018

HCI Vision for Automated Analysis and Mining of Web User Interfaces.
Proceedings of the Web Engineering - 18th International Conference, 2018

Mining and Indexing of Legal Natural Language Texts with Domain and Task Ontology.
Proceedings of the Electronic Governance and Open Society: Challenges in Eurasia, 2018

2017
The Russian Reversal: From Developed to Emerging IT.
IT Prof., 2017

Evaluation of User-Subjective Web Interface Similarity with Kansei Engineering-Based ANN.
Proceedings of the IEEE 25th International Requirements Engineering Conference Workshops, 2017

Web Intelligence Linked Open Data for Website Design Reuse.
Proceedings of the Web Engineering - 17th International Conference, 2017

2016
Measuring and Ensuring Similarity of User Interfaces: The Impact of Web Layout.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Extending Kansei Engineering for Requirements Consideration in Web Interaction Design.
Proceedings of the Web Engineering - 16th International Conference, 2016

Impact of social media promotion in the information age.
Proceedings of the International Conference on Electronic Governance and Open Society, 2016

Crowdsourcing and the effectiveness of C2G interaction in Russia.
Proceedings of the International Conference on Electronic Governance and Open Society, 2016

Prospects and Challenges in Online Data Mining.
Proceedings of the Data Mining and Big Data, First International Conference, 2016

2015
Defining and Optimizing User Interfaces Information Complexity for AI Methods Application in HCI.
Proceedings of the Human-Computer Interaction: Interaction Technologies, 2015

2013
Indexación y comparación de entidades multidimensionales en un sistema de recomendación basado en el enfoque ontológico.
Computación y Sistemas, 2013

2012
User Interface Design Guidelines Arrangement in a Recommender System with Frame Ontology.
Proceedings of the Database Systems for Advanced Applications, 2012

2008
Fitts' law for older adults: considering a factor of age.
Proceedings of the VIII Simpósio Brasileiro de Fatores Humanos em Sistemas Computacionais (IHC 2008), 2008

2007
The emotional gap between the elderly and the non-elderly.
Proceedings of the 10th IFAC/IFIP/IFORS/IEA Symposium on Analysis, 2007


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