Matías Quintana

future cities lab global

17H指数

80论文数

1.1K被引数

收录论文 18

发表时间

Geographic and perceptual bias in multimodal LLMs: evidence from a global dataset spanning more than 200 cities 多模态大型语言模型中的地理和感知偏差：来自覆盖200多个城市的全球数据集的证据

npj Urban Sustainability

IF8.8

2026-08-28

OAAI

Hyebin Kim; Xuan Li; Matias Quintana; Filip Biljecki; Sugie Lee

Global urban visual perception varies across demographics and personalities

Nature Cities

IF0

2025-11-01

PREAI

Quintana, Matias; Gu, Youlong; Liang, Xiucheng; Hou, Yujun; Ito, Koichi; Zhu, Yihan; Abdelrahman, Mahmoud; Biljecki, Filip

Make yourself comfortable: Nudging urban heat and noise mitigation with smartwatch-based Just-in-time Adaptive Interventions (JITAI)请随意：使用基于智能手表的即时自适应干预（JITAI）推动城市热和噪声缓解

Building and Environment

IF7.6

2025-07-18

PREAI

Clayton Miller; Yun Xuan Chua; Matias Quintana; Binyu Lei; Filip Biljecki; Mario Frei

Recommender systems and reinforcement learning for human-building interaction and context aware support: A text mining-driven review of scientific literature

ENERGY AND BUILDINGS

IF7.1

2025-02-01

PREAI

Zhang, Wenhao; Quintana, Matias; Miller, Clayton

Global Streetscapes - A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics Global Streetscapes-688个城市的1000万个街道级图像的综合数据集，用于城市科学和分析

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2024-09-01

PREAI

Hou, Yujun; Quintana, Matias; Khomiakov, Maxim; Yap, Winston; Ouyang, Jiani; Ito, Koichi; Wang, Zeyu; Zhao, Tianhong; Biljecki, Filip

Translating street view imagery to correct perspectives to enhance bikeability and walkability studies 将街景图像转换为正确的视角，以增强自行车的可行度和步行性研究

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2024-08-27

PREAI

Ito, Koichi; Quintana, Matias; Han, Xianjing; Zimmermann, Roger; Biljecki, Filip

Creating synthetic energy meter data using conditional diffusion and building metadata

ENERGY AND BUILDINGS

IF7.1

2024-06-01

OAAI

Fu, Chun; Kazmi, Hussain; Quintana, Matias; Miller, Clayton

A data-driven agent-based model of occupants' thermal comfort behaviors for the planning of district-scale flexible work arrangements 基于数据驱动的基于agent的居住者热舒适行为模型，用于规划区域规模的灵活工作安排

BUILDING AND ENVIRONMENT

IF7.6

2024-06-01

OAAI

Mosteiro-Romero, Martin; Quintana, Matias; Stouffs, Rudi; Miller, Clayton

Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight

ENERGY AND BUILDINGS

IF7.1

2024-05-01

OAAI

Liguori, Antonio; Quintana, Matias; Fu, Chun; Miller, Clayton; Frisch, Jerome; van Treeck, Christoph

Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation

APPLIED THERMAL ENGINEERING

IF6.9

2024-01-01

OAAI

Fu, Chun; Quintana, Matias; Nagy, Zoltan; Miller, Clayton

Ten questions concerning reinforcement learning for building energy management 关于建筑能源管理中强化学习的十个问题

BUILDING AND ENVIRONMENT

IF7.6

2023-08-01

OAAI

Nagy, Zoltan; Henze, Gregor; Dey, Sourav; Arroyo, Javier; Helsen, Lieve; Zhang, Xiangyu; Chen, Bingqing; Amasyali, Kadir; Kurte, Kuldeep; Zamzam, Ahmed; Zandi, Helia; Drgona, Jan; Quintana, Matias; McCullogh, Steven; Park, June Young; Li, Han; Hong, Tianzhen; Brandi, Silvio; Pinto, Giuseppe; Capozzoli, Alfonso; Vrabie, Draguna; Berges, Mario; Nweye, Kingsley; Marzullo, Thibault; Bernstein, Andrey

ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles (vol 265, 112096, 2022)

ENERGY AND BUILDINGS

IF7.1

2023-05-01

OAAI

Quintana, Matias; Stoeckmann, Till; Park, June Young; Turowski, Marian; Hagenmeyer, Veit; Miller, Clayton

Cohort comfort models - Using occupant's similarity to predict personal thermal preference with less data 队列舒适度模型-使用乘员的相似性以较少的数据预测个人的热偏好

BUILDING AND ENVIRONMENT

IF7.6

2023-01-01

OAAI

Quintana, Matias; Schiavon, Stefano; Tartarini, Federico; Kim, Joyce; Miller, Clayton

ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles

ENERGY AND BUILDINGS

IF7.1

2022-06-01

OAAI

Quintana, Matias; Stoeckmann, Till; Park, June Young; Turowski, Marian; Hagenmeyer, Veit; Miller, Clayton

Spontaneous Gene Flow between Cultivated and Naturalized Vicia villosa Roth Populations Increases the Physical Dormancy Seed in a Semiarid Agroecosystem

AGRONOMY-BASEL

IF3.4

2021-05-12

OAAI

Renzi, Juan Pablo; Reinoso, Omar; Quintana, Matias; Smykal, Petr

Project Coolbit: can your watch predict heat stress and thermal comfort sensation?

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2021-02-23

OAAI

Nazarian, Negin; Liu, Sijie; Kohler, Manon; Lee, Jason K. W.; Miller, Clayton; Chow, Winston T. L.; Alhadad, Sharifah Badriyah; Martilli, Alberto; Quintana, Matias; Sunden, Lindsey; Norford, Leslie K.

Humans-as-a-Sensor for Buildings-Intensive Longitudinal Indoor Comfort Models

BUILDINGS

IF3.1

2020-10-01

OAAI

Jayathissa, Prageeth; Quintana, Matias; Abdelrahman, Mahmoud; Miller, Clayton

Islands of misfit buildings: Detecting uncharacteristic electricity use behavior using load shape clustering

BUILDING SIMULATION

IF5.9

2020-04-04

PREAI

Quintana, Matias; Arjunan, Pandarasamy; Miller, Clayton

研究方向