Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Artem M. Chirkin is active.

Publication


Featured researches published by Artem M. Chirkin.


Proceedings of the SEACHI 2016 on Smart Cities for Better Living with HCI and UX | 2016

Concept of Interactive Machine Learning in Urban Design Problems

Artem M. Chirkin; Reinhard König

This work presents a concept of interactive machine learning in a human design process. An urban design problem is viewed as a multiple-criteria optimization problem. The outlined feature of an urban design problem is the dependence of a design goal on a context of the problem. We model the design goal as a randomized fitness measure that depends on the context. In terms of multiple-criteria decision analysis (MCDA), the defined measure corresponds to a subjective expected utility of a user. In the first stage of the proposed approach we let the algorithm explore a design space using clustering techniques. The second stage is an interactive design loop; the user makes a proposal, then the program optimizes it, gets the users feedback and returns back the control over the application interface.


Future Generation Computer Systems | 2017

Execution time estimation for workflow scheduling

Artem M. Chirkin; Adam Belloum; Sergey V. Kovalchuk; Marc X. Makkes; Mikhail Melnik; Alexander A. Visheratin; Denis A. Nasonov


IERI Procedia | 2014

Towards Better Workflow Execution Time Estimation

Artem M. Chirkin; Sergey V. Kovalchuk


Cities | 2018

Citizen Design Science: A strategy for crowd-creative urban design

Johannes Mueller; Hangxin Lu; Artem M. Chirkin; Bernhard Klein; Gerhard Schmitt


PROCEEDINGS OF THE 22ND INTERNATIONAL CONFERENCE ON COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH IN ASIA (CAADRIA 2017) | 2017

Empowering Urban Design Prototyping: A Case Study in Cape Town with Interactive Computational Synthesis Methods

Yufan Miao; Reinhard Koenig; Peter Buš; Mei-Chih Chang; Artem M. Chirkin; Lukas Treyer


The virtual and the real in planning and urban design : perspectives, practices and applications | 2018

Cognitive computing for urban planning

Reinhard König; Gerhard Schmitt; Matthias Standfest; Artem M. Chirkin; Bernhard Klein


36th Education and research in Computer Aided Architectural Design in Europ Annual Conference (eCAADe 2018) | 2018

Big-Data Informed Citizen Participatory Urban Identity Design

Mei-Chih Chang; Peter Buš; Ayça Tartar; Artem M. Chirkin; Gerhard Schmitt


Archive | 2016

Concept of Interactive Machine Learning in Urban Design Problems : proceedings

Artem M. Chirkin; Reinhard König


Archive | 2014

on Workflows in Support of Large-Scale Science WORKS 2014 Table of Contents

Artem M. Chirkin; Adam Belloum; Sergey V. Kovalchuk; Marc X. Makkes

Collaboration


Dive into the Artem M. Chirkin's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Adam Belloum

University of Amsterdam

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Reinhard Koenig

Austrian Institute of Technology

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Researchain Logo
Decentralizing Knowledge