Search Results for author: Xinghua Gao

Found 6 papers, 3 papers with code

A Comprehensive Indoor Environment Dataset from Single-family Houses in the US

1 code implementation5 Oct 2023 Sheik Murad Hassan Anik, Xinghua Gao, Na Meng

The paper describes a dataset comprising indoor environmental factors such as temperature, humidity, air quality, and noise levels.

Machine learning approach in the development of building occupant personas

no code implementations19 Jul 2022 Sheik Murad Hassan Anik, Xinghua Gao, Na Meng

The results of the study show the feasibility of using machine learning techniques for the development of building occupant persona to minimize human effort.

BIG-bench Machine Learning

Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners

1 code implementation18 May 2022 Hao Quan, Xingyu Li, Weixing Chen, Qun Bai, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui

Based on digital pathology slice scanning technology, artificial intelligence algorithms represented by deep learning have achieved remarkable results in the field of computational pathology.

Computed Tomography (CT) Self-Supervised Learning +1

A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images

no code implementations5 May 2022 Tingting Zheng, Weixing Chen, Shuqin Li, Hao Quan, Qun Bai, Tianhang Nan, Song Zheng, Xinghua Gao, Yue Zhao, Xiaoyu Cui

Inspired by the pathologist's clinical diagnosis process, we propose a weakly supervised deep reinforcement learning framework, which can greatly reduce the time required for network inference.

Knowledge Distillation reinforcement-learning +2

A Cost-Effective, Scalable, and Portable IoT Data Infrastructure for Indoor Environment Sensing

1 code implementation26 Oct 2021 Sheik Anik, Xinghua Gao, Na Meng, Philip Agee, Andrew McCoy

The vast number of facility management systems, home automation systems, and the ever-increasing number of Internet of Things (IoT) devices are in constant need of environmental monitoring.

energy management Management

L-space knots with tunnel number >1 by experiment

no code implementations2 Sep 2019 Chris Anderson, Kenneth L. Baker, Xinghua Gao, Marc Kegel, Khanh Le, Kyle Miller, Sinem Onaran, Geoffrey Sangston, Samuel Tripp, Adam Wood, Ana Wright

In Dunfield's catalog of the hyperbolic manifolds in the SnapPy census which are complements of L-space knots in $S^3$, we determine that $22$ have tunnel number $2$ while the remaining all have tunnel number $1$.

Geometric Topology 57M25

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