ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science.

Matias Quintana https://orcid.org/0000-0002-0486-221X https://www.wikidata.org/entity/Q131162469

Koichi Ito 0004 Yihan Zhu Mahmoud Abdelrahman Xiucheng Liang Zicheng Fan Yujun Hou Tianhong Zhao Rui Ma 0036 Kunihiko Fujiwara Jiani Ouyang Matias Quintana Filip Biljecki ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science. 102283 2025 119 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2025.102283 db/journals/urban/urban119.html#ItoZALFHZMFOQB25 streams/journals/urban

Nazar Demir Talia Qaiser Ada Canaydin Chun Fu Matias Quintana Clayton Miller Hussain Kazmi How realistic are synthetic energy data? Feature-based evaluation of generated smart meter load profiles. 461-464 2025 BuildSys https://doi.org/10.1145/3736425.3772358 conf/buildsys/2025 db/conf/buildsys/buildsys2025.html#DemirQCFQMK25

Clayton Miller Yun Xuan Chua Matias Quintana Binyu Lei Filip Biljecki Mario Frei Make yourself comfortable: Nudging urban heat and noise mitigation with smartwatch-based Just-in-time Adaptive Interventions (JITAI). 2025 January abs/2501.09530 CoRR https://doi.org/10.48550/arXiv.2501.09530 db/journals/corr/corr2501.html#abs-2501-09530 streams/journals/corr

Matias Quintana Youlong Gu Xiucheng Liang Yujun Hou Koichi Ito 0004 Yihan Zhu Mahmoud Abdelrahman Filip Biljecki It's not you, it's me - Global urban visual perception varies across demographics and personalities. 2025 May abs/2505.12758 CoRR https://doi.org/10.48550/arXiv.2505.12758 db/journals/corr/corr2505.html#abs-2505-12758 streams/journals/corr

Matias Quintana Fangqi Liu Jussi Torkko Youlong Gu Xiucheng Liang Yujun Hou Koichi Ito 0004 Yihan Zhu Mahmoud Abdelrahman Tuuli Toivonen Yi Lu Filip Biljecki It is not always greener on the other side: Greenery perception across demographics and personalities in multiple cities. 2025 December abs/2512.17186 CoRR https://doi.org/10.48550/arXiv.2512.17186 db/journals/corr/corr2512.html#abs-2512-17186 streams/journals/corr

Koichi Ito 0004 Matias Quintana Xianjing Han Roger Zimmermann Filip Biljecki Translating street view imagery to correct perspectives to enhance bikeability and walkability studies. 2514-2544 2024 December 38 Int. J. Geogr. Inf. Sci. 12 https://doi.org/10.1080/13658816.2024.2391969 db/journals/gis/gis38.html#ItoQHZB24 streams/journals/gis

Matias Quintana Youlong Gu Filip Biljecki My street is better than your street: Towards data-driven urban planning with visual perception. 2024 BuildSys https://doi.org/10.1145/3671127.3698700 conf/buildsys/2024 db/conf/buildsys/buildsys2024.html#QuintanaGB24

Chun Fu Hussain Syed Kazmi Matias Quintana Clayton Miller Creating synthetic energy meter data using conditional diffusion and building metadata. 2024 abs/2404.00525 CoRR https://doi.org/10.48550/arXiv.2404.00525 db/journals/corr/corr2404.html#abs-2404-00525

Mahmoud Abdelrahman Edgardo Macatulad Binyu Lei Matias Quintana Clayton Miller Filip Biljecki What is a Digital Twin Anyway? Deriving the Definition for the Built Environment from over 15,000 Scientific Publications. 2024 abs/2409.19005 CoRR https://doi.org/10.48550/arXiv.2409.19005 db/journals/corr/corr2409.html#abs-2409-19005 streams/journals/corr

Wenhao Zhang Matias Quintana Clayton Miller Recommender systems and reinforcement learning for building control and occupant interaction: A text-mining driven review of scientific literature. 2024 abs/2411.08734 CoRR https://doi.org/10.48550/arXiv.2411.08734 db/journals/corr/corr2411.html#abs-2411-08734 streams/journals/corr

Koichi Ito 0004 Yihan Zhu Mahmoud Abdelrahman Xiucheng Liang Zicheng Fan Yujun Hou Tianhong Zhao Rui Ma 0036 Kunihiko Fujiwara Jiani Ouyang Matias Quintana Filip Biljecki ZenSVI: An Open-Source Software for the Integrated Acquisition, Processing and Analysis of Street View Imagery Towards Scalable Urban Science. 2024 abs/2412.18641 CoRR https://doi.org/10.48550/arXiv.2412.18641 db/journals/corr/corr2412.html#abs-2412-18641 streams/journals/corr

Martín Mosteiro-Romero Matias Quintana Clayton Miller Rudi Stouffs From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven Operation. 278-279 2023 BuildSys https://doi.org/10.1145/3600100.3626259 conf/sensys/2023buildsys db/conf/sensys/buildsys2023.html#Mosteiro-Romero23 Clayton Miller Matias Quintana Mario Frei Yun Xuan Chua Chun Fu Bianca Picchetti Winston Yap Adrian Chong Filip Biljecki Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics. 298-299 2023 BuildSys https://doi.org/10.1145/3600100.3626269 conf/sensys/2023buildsys db/conf/sensys/buildsys2023.html#MillerQFCFPYCB23 Chun Fu Hussain Kazmi Matias Quintana Clayton Miller Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative Model. 450-453 2023 BuildSys https://doi.org/10.1145/3600100.3626633 https://www.wikidata.org/entity/Q131162470 conf/sensys/2023buildsys db/conf/sensys/buildsys2023.html#FuKQM23

Kristi Maisha Mario Frei Matias Quintana Yun Xuan Chua Rishee Jain Clayton Miller Utilizing wearable technology to characterize and facilitate occupant collaborations in flexible workspaces. 2023 abs/2307.00789 CoRR https://doi.org/10.48550/arXiv.2307.00789 db/journals/corr/corr2307.html#abs-2307-00789

Chun Fu Matias Quintana Zoltán Nagy 0002 Clayton Miller Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation. 2023 abs/2307.05926 CoRR https://doi.org/10.48550/arXiv.2307.05926 db/journals/corr/corr2307.html#abs-2307-05926

Antonio Liguori Matias Quintana Chun Fu Clayton Miller Jérôme Frisch Christoph van Treeck Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight. 2023 abs/2311.16632 CoRR https://doi.org/10.48550/arXiv.2311.16632 db/journals/corr/corr2311.html#abs-2311-16632

Sicheng Zhan Matias Quintana Clayton Miller Adrian Chong From model-centric to data-centric: a practical MPC implementation framework for buildings. 270-273 2022 BuildSys https://doi.org/10.1145/3563357.3564077 conf/sensys/2022buildsys db/conf/sensys/buildsys2022.html#ZhanQMC22 Clayton Miller Yun Xuan Chua Mario Frei Matias Quintana Towards smartwatch-driven just-in-time adaptive interventions (JITAI) for building occupants. 336-339 2022 BuildSys https://doi.org/10.1145/3563357.3566135 https://www.wikidata.org/entity/Q130903731 conf/sensys/2022buildsys db/conf/sensys/buildsys2022.html#MillerCFQ22 Matias Quintana Zoltán Nagy 0002 Federico Tartarini Stefano Schiavon Clayton Miller ComfortLearn: enabling agent-based occupant-centric building controls. 475-478 2022 BuildSys https://doi.org/10.1145/3563357.3566167 conf/sensys/2022buildsys db/conf/sensys/buildsys2022.html#QuintanaNTSM22 Yi Ting Teo Matias Quintana Muhammad Zikry Bin Sabarudin Charlene Tan Adrian Chong Clayton Miller Green Mark Certified Buildings Metadata from Singapore: Dataset. 1011-1013 2022 SenSys https://doi.org/10.1145/3560905.3567771 conf/sensys/2022 db/conf/sensys/sensys2022.html#TeoQSTCM22

Matias Quintana Till Stoeckmann June Young Park Marian Turowski Veit Hagenmeyer Clayton Miller ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles. 2022 abs/2203.06618 CoRR https://doi.org/10.48550/arXiv.2203.06618 db/journals/corr/corr2203.html#abs-2203-06618

Matias Quintana Stefano Schiavon Federico Tartarini Joyce Kim Clayton Miller Cohort comfort models - Using occupants' similarity to predict personal thermal preference with less data. 2022 abs/2208.03078 CoRR https://doi.org/10.48550/arXiv.2208.03078 db/journals/corr/corr2208.html#abs-2208-03078

Clayton Miller Renee Christensen Jin Kai Leong Mahmoud Abdelrahman Federico Tartarini Matias Quintana Andre Matthias Müller Mario Frei Smartwatch-based ecological momentary assessments for occupant wellness and privacy in buildings. 2022 abs/2208.06080 CoRR https://doi.org/10.48550/arXiv.2208.06080 db/journals/corr/corr2208.html#abs-2208-06080

Matias Quintana Cohort-based personal comfort models for HVAC occupant-centric control. 242-243 2021 BuildSys https://doi.org/10.1145/3486611.3492386 conf/sensys/2021buildsys db/conf/sensys/buildsys2021.html#Quintana21 Zoltán Nagy 0002 June Young Park Ján Drgona Matias Quintana The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM). 307-308 2021 BuildSys https://doi.org/10.1145/3486611.3491126 conf/sensys/2021buildsys db/conf/sensys/buildsys2021.html#0002PDQ21 Matias Quintana Mahmoud Abdelrahman Mario Frei Federico Tartarini Clayton Miller Longitudinal personal thermal comfort preference data in the wild. 556-559 2021 SenSys https://doi.org/10.1145/3485730.3493693 conf/sensys/2021 db/conf/sensys/sensys2021.html#QuintanaAFTM21 Matias Quintana Stefano Schiavon Kwok Wai Tham Clayton Miller Balancing thermal comfort datasets: We GAN, but should we? 120-129 2020 BuildSys https://doi.org/10.1145/3408308.3427612 conf/sensys/2020buildsys db/conf/sensys/buildsys2020.html#QuintanaSTM20

Prageeth Jayathissa Matias Quintana Mahmoud Abdelrahman Clayton Miller Humans-as-a-sensor for buildings: Intensive longitudinal indoor comfort models. 2020 abs/2007.02014 CoRR https://arxiv.org/abs/2007.02014 db/journals/corr/corr2007.html#abs-2007-02014

Matias Quintana Stefano Schiavon Kwok Wai Tham Clayton Miller Balancing thermal comfort datasets: We GAN, but should we? 2020 abs/2009.13154 CoRR https://arxiv.org/abs/2009.13154 db/journals/corr/corr2009.html#abs-2009-13154

Fabricio Flores Sirajum Munir Matias Quintana Anand Krishnan Prakash Mario Bergés Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor. 7-9 2019 DATA@SenSys https://doi.org/10.1145/3359427.3361916 conf/sensys/2019data db/conf/sensys/data2019.html#FloresMQPB19 Sirajum Munir Jonathan Francis Matias Quintana Nadine von Frankenberg Mario Bergés Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors. 13-15 2019 DATA@SenSys https://doi.org/10.1145/3359427.3361915 conf/sensys/2019data db/conf/sensys/data2019.html#MunirFQFB19 Jonathan Francis Matias Quintana Nadine von Frankenberg Sirajum Munir Mario Bergés OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information. 81-90 2019 BuildSys https://doi.org/10.1145/3360322.3360858 conf/sensys/2019buildsys db/conf/sensys/buildsys2019.html#FrancisQFMB19 Matias Quintana Clayton Miller Towards Class-Balancing Human Comfort Datasets with GANs. 391-392 2019 BuildSys https://doi.org/10.1145/3360322.3361016 conf/sensys/2019buildsys db/conf/sensys/buildsys2019.html#QuintanaM19 Sirajum Munir Le Tran Jonathan Francis Charles Shelton Ripudaman Singh Arora Craig Hesling Matias Quintana Anand Krishnan Prakash Anthony Rowe 0001 Mario Berges FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms. 33:1-33:2 2017 BuildSys https://doi.org/10.1145/3137133.3141461 conf/sensys/2017buildsys db/conf/sensys/buildsys2017.html#MunirTFSAHQPRB17 Matias Quintana Henning Lange Mario Bergés Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. 34:1-34:2 2017 BuildSys https://doi.org/10.1145/3137133.3141441 https://www.wikidata.org/entity/Q131118069 conf/sensys/2017buildsys db/conf/sensys/buildsys2017.html#QuintanaLB17 Saúl Retamozo Diego Arce Rafael Aguilar Fernando Zvietcovich Matias Quintana Benjamín Castañeda Sergio Ángeles A comparison of digital modelling techniques analyzing a section of Qhapaq Ñan. 147-150 2015 DigitalHERITAGE (1) https://doi.org/10.1109/DigitalHeritage.2015.7413856 conf/dh/2015-1 db/conf/dh/dh2015-1.html#RetamozoAAZQCA15 Mahmoud Abdelrahman Rafael Aguilar Sergio Ángeles Diego Arce Ripudaman Singh Arora Mario BergesMario Bergés Filip Biljecki Ada Canaydin Benjamín Castañeda Adrian Chong Renee Christensen Yun Xuan Chua Nazar Demir Ján Drgona Zicheng Fan Fabricio Flores Jonathan Francis Mario Frei Jérôme Frisch Chun Fu Kunihiko Fujiwara Youlong Gu Veit Hagenmeyer Xianjing Han Craig Hesling Yujun Hou Koichi Ito 0004 Rishee Jain Prageeth Jayathissa Hussain Kazmi Hussain Syed Kazmi Joyce Kim Anand P. KrishnanAnand Krishnan Prakash Henning Lange Binyu Lei Jin Kai Leong Xiucheng Liang Antonio Liguori Fangqi Liu Yi Lu Nadine von Frankenberg und LudwigsdorffNadine von Frankenberg Rui Ma 0036 Edgardo Macatulad Kristi Maisha Clayton Miller Martín Mosteiro-Romero Andre Matthias Müller Sirajum Munir Zoltán Nagy 0002 Jiani Ouyang June Young Park Bianca Picchetti Talia Qaiser Saúl Retamozo Anthony Rowe 0001 Muhammad Zikry Bin Sabarudin Stefano Schiavon Charles Shelton Till Stoeckmann Rudi Stouffs Charlene Tan Federico Tartarini Yi Ting Teo Kwok Wai Tham Tuuli Toivonen Jussi Torkko Le Tran Christoph van Treeck Marian Turowski Winston Yap Sicheng Zhan Wenhao Zhang Tianhong Zhao Yihan Zhu Roger Zimmermann Fernando Zvietcovich