output
20192026
most citedExplanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital

1.1k citations

6 papers

astro-ph.GA2026

ALMA Reveals an Explosive Outflow Candidate in IRAS 16119--5048

Yongquan Luo, Jianjun Zhou, Tie Liu +24

We present a multiwavelength study of the massive star formation region IRAS 16119-5048 (I16119) using ALMA ATOMS Band 3 and QUARKS Band 6 observations, complemented by archival AT…

physics.ins-det2026

Study of Particle Fluence Effects on Collected Charge and Depletion Voltage of the ATLAS IBL Planar Pixel Sensors

ATLAS Collaboration

After ten years of operation at the LHC, the planar pixel sensors of the innermost barrel layer of the ATLAS Pixel detector have accumulated an average bulk damage fluence in exces…

astro-ph.GA2025

FIRESTORM I: Stellar Feedback and Gas Kinematics in the Evolved W40 Hub-Filament System

Ming-Kang Lim, Ram K. Yadav, L. K. Dewangan +12

The FIRESTORM project--Feedback-Induced Regions and Emission from Star-forming Tracers of ObseRvable Molecular Gas--has targeted four star-forming regions to quantify the impact of…

physics.data-an2024★ 14 cited

An implementation of neural simulation-based inference for parameter estimation in ATLAS

ATLAS Collaboration

Neural simulation-based inference is a powerful class of machine-learning-based methods for statistical inference that naturally handles high-dimensional parameter estimation witho…

cs.LG2021★ 1.1k cited

Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital

Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima +1

When using machine learning techniques in decision-making processes, the interpretability of the models is important. In the present paper, we adopted the Shapley additive explanat…

physics.bio-ph2019★ 56 cited

\textit{C. elegans} collectively forms dynamical networks

Takuma Sugi, Hiroshi Ito, Masaki Nishimura +1

Understanding physical rules underlying collective motions requires perturbation of controllable parameters in self-propelled particles. However, controlling parameters in animals…