Xin Du

ORCID: 0000-0002-0461-9682
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About
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Research Areas
  • Structural Load-Bearing Analysis
  • Structural Behavior of Reinforced Concrete
  • Structural Engineering and Vibration Analysis
  • Fire effects on concrete materials
  • Advanced Graph Neural Networks
  • High Entropy Alloys Studies
  • High-Temperature Coating Behaviors
  • Topic Modeling
  • Complex Network Analysis Techniques
  • Additive Manufacturing Materials and Processes
  • Composite Structure Analysis and Optimization
  • Text and Document Classification Technologies
  • CAR-T cell therapy research
  • Imbalanced Data Classification Techniques
  • Evolutionary Algorithms and Applications
  • Spam and Phishing Detection
  • Traffic control and management
  • Traffic Prediction and Management Techniques
  • Metaheuristic Optimization Algorithms Research
  • Sentiment Analysis and Opinion Mining
  • Advanced Multi-Objective Optimization Algorithms
  • Hematopoietic Stem Cell Transplantation
  • Mechanical Engineering and Vibrations Research
  • Network Security and Intrusion Detection
  • Web Data Mining and Analysis

Wuhan University
2009-2023

Sun Yat-sen University
2002-2023

Harbin University of Commerce
2016-2021

Eindhoven University of Technology
2018-2020

Hebei GEO University
2007-2009

State Key Laboratory of Remote Sensing Science
2008

Chinese Academy of Sciences
2008

People’s University
2007

Aspect-level sentiment classification determines the polarity of a targeted aspect. To solve this task, attention-based neural networks are typically adopted to explore interaction between aspect and its context in single sentence. However, such approaches ignore rich semantic information that can be obtained from other sentences. This article shows contexts aspects with similar meanings should considered global incorporated as domain knowledge. Then, novel memory network (GSMNet) is...

10.1109/mis.2020.3042253 article EN IEEE Intelligent Systems 2020-12-03

Abstract Micro‐transplantation (MST) by chemotherapy, combined with granulocyte colony‐stimulating factor‐mobilized peripheral blood stem cell (GPBSC) infusion, from an HLA partial matched related donor has shown some encouraging effective therapy for acute myeloid leukemia (AML). However, the outcome of human leukocyte antigen (HLA) fully mismatched unrelated donor‐derived MST in such patients is still unknown. In present study, we compared efficacy MST, and partly AML 126 two centers...

10.1002/ajh.25780 article EN American Journal of Hematology 2020-03-11

Abstract Due to its potential impact on business efficiency, automated customer complaint labeling and classification are of great importance for management decision making applications. The majority the current research uses large well-balanced datasets. However, labels hierarchical in structure, with many at lowest hierarchy level. Relying lower-level leads small imbalanced samples, thus rendering automatic practices inapplicable complaints. This article proposes an model incorporating...

10.1038/s41598-021-91189-0 article EN cc-by Scientific Reports 2021-06-04

10.1016/j.eswa.2022.117924 article EN Expert Systems with Applications 2022-06-27
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