Search Results for author: Dong Gao

Found 6 papers, 0 papers with code

A new hazard event classification model via deep learning and multifractal

no code implementations12 Sep 2022 Zhenhua Wang, Bin Wang, Ming Ren, Dong Gao

Then, a new multifractal analysis method termed HmF-DFA is proposed to win HaE fractal series by analyzing HaE time series.

Classification Time Series +1

Yes, DLGM! A novel hierarchical model for hazard classification

no code implementations10 Sep 2022 Zhenhua Wang, Ming Ren, Dong Gao, Bin Wang

In this paper, we propose a novel model termed DLGM via deep learning for hazard classification.

Classification Time Series +1

A Zipf's Law-based Text Generation Approach for Addressing Imbalance in Entity Extraction

no code implementations25 May 2022 Zhenhua Wang, Ming Ren, Dong Gao, Zhuang Li

The Zipf's Law emerges as a well-suited adoption, and to transition from words to entities, words within the documents are classified as common and rare ones.

Text Generation

A New Multifractal-based Deep Learning Model for Text Mining

no code implementations27 Nov 2021 Zhenhua Wang, Ming Ren, Dong Gao

In this world full of uncertainty, where the fabric of existence weaves patterns of complexity, multifractal emerges as beacons of insight, illuminating them.

Chinese Named Entity Recognition named-entity-recognition +1

Why KDAC? A general activation function for knowledge discovery

no code implementations27 Nov 2021 Zhenhua Wang, Dong Gao, Haozhe Liu, Fanglin Liu

We hope that KDAC can be exploited as a promising activation function to devote itself to the construction of knowledge.

named-entity-recognition Named Entity Recognition +1

A novel knowledge graph development for industry design: A case study on indirect coal liquefaction process

no code implementations27 Nov 2021 Zhenhua Wang, Beike Zhang, Dong Gao

In order to reuse and unlock the value of ISK and optimize HAZOP, we have developed a novel knowledge graph for industrial safety (ISKG) with HAZOP as the carrier through bridging data science and engineering design.

Question Answering

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