Artem M. Chirkin
ETH Zurich
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Publication
Featured researches published by Artem M. Chirkin.
Proceedings of the SEACHI 2016 on Smart Cities for Better Living with HCI and UX | 2016
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
Artem M. Chirkin; Adam Belloum; Sergey V. Kovalchuk; Marc X. Makkes; Mikhail Melnik; Alexander A. Visheratin; Denis A. Nasonov
IERI Procedia | 2014
Artem M. Chirkin; Sergey V. Kovalchuk
Cities | 2018
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
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
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
Mei-Chih Chang; Peter Buš; Ayça Tartar; Artem M. Chirkin; Gerhard Schmitt
Archive | 2016
Artem M. Chirkin; Reinhard König
Archive | 2014
Artem M. Chirkin; Adam Belloum; Sergey V. Kovalchuk; Marc X. Makkes