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id acadia22_704
authors Xydis, Achilleas; Du, Chaoyu; Rust, Romana; Gramazio, Fabio; Kohler, Matthias
year 2022
title Visualization Methods for Big and High-Dimensional Acoustic Data
source ACADIA 2022: Hybrids and Haecceities [Proceedings of the 42nd Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-8-1]. University of Pennsylvania Stuart Weitzman School of Design. 27-29 October 2022. edited by M. Akbarzadeh, D. Aviv, H. Jamelle, and R. Stuart-Smith. 704-713.
summary This research proposes a novel approach for interactive visualizations of acoustic datasets for architects and non-acoustic experts. It introduces a series of simple acoustic properties for users with basic knowledge of acoustics and describes methods for low- and high-dimensional data visualizations. It describes the computational workflow and uses a design scenario to demonstrate the proposed visualizations. Finally, it discusses the challenges of developing such methods, their advantages, limitations, and future work.
series ACADIA
type paper
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100%; open Achilleas Xydis, Nathanaël Perraudin, Romana Rust, Beverly Ann Lytle, Fabio Gramazio, and Matthias Kohler (2021) Find in CUMINCAD Data-Driven Acoustic Design of Diffuse Surfaces Using Self-Organizing Maps , ACADIA2021 Realignments: Toward Critical Computation; Proceedings of the41st Annual Conference of the Association for Computer Aided Designin Architecture (ACADIA)

100%; open Achilleas Xydis, Nathanaël Perraudin, Romana Rust, Kurt Heutschi, Gonzalo Casas, Oksana Riba Grognuz, Kurt Eggenschwiler, Matthias Kohler, and Fernando Perez-Cruz (2021) Find in CUMINCAD GIR Dataset: A Geometry and Real Impulse Response Dataset , V2. August 27, 2021. Distributed byZenodo

100%; open Amy Genender-Feltheimer (2018) Find in CUMINCAD Visualizing High Dimensional and Big Data , Procedia Computer Science, Cyber Physical Systems andDeep Learning Chicago 140 (January): 112–21

100%; open Andrej Gisbrecht (2015) Find in CUMINCAD Advances in Dissimilarity-Based Data Visualisation , PhD diss., Bielefeld University, Germany

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100%; open Elena Badino, Louena Shtrepi, and Arianna Astolfi (2020) Find in CUMINCAD Acoustic Performance-Based Design: A Brief Overview of the Opportunities and Limits in Current Practice , Acoustics 2 (2): 246–78

100%; open Guangchen Ruan, and Hui Zhang (2017) Find in CUMINCAD Closed-Loop Big Data Analysis with Visualization and Scalable Computing , Big Data Research,Tutorials on Tools and Methods using High Performance Computingresources for Big Data 8 (July): 12–26

100%; open ISO, International Organization for Standardization (2003) Find in CUMINCAD Acoustics — Measurement of Sound Absorption in a Reverberation Room , ISO 354: 2003. Geneva, Switzerland: ISO

100%; open Joy Lowe, and Machdel Matthee (2020) Find in CUMINCAD Requirements of Data Visualisation Tools to Analyse Big Data: A Structured Literature Review , Responsible Design, Implementation and Use of Information andCommunication Technology; Lecture Notes in Computer Science. Cham: Springer International Publishing. 469–80

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100%; open Sabine, Wallace Clement (1922) Find in CUMINCAD Collected Papers on Acoustics , Cambridge: Harvard University Press

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