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Engineering and Technology

D-Index
42
Citations
7120
World Ranking
6561
National Ranking
1221

Overview

Xinyang Deng is affiliated with Northwestern Polytechnical University in China. Their research primarily spans the fields of Computer Science, Engineering, and Decision Sciences, with particular emphasis on artificial intelligence and operations research. The scientist's work encompasses multiple specialized subfields including Artificial Intelligence, Management Science and Operations Research, Control and Systems Engineering, Aerospace Engineering, and Computational Theory and Mathematics.

The main research topics explored by Xinyang Deng include Multi-Criteria Decision Making, Bayesian Modeling and Causal Inference, Rough Sets and Fuzzy Logic, Target Tracking and Data Fusion in Sensor Networks, Anomaly Detection Techniques and Applications, Fault Detection and Control Systems, and Domain Adaptation and Few-Shot Learning.

Notable recent publications authored or co-authored by Xinyang Deng are:

  • "Multi-Scale Metric Learning for Few-Shot Learning," 2020, IEEE Transactions on Circuits and Systems for Video Technology
  • "Transfer Learning for SAR Image Classification Via Deep Joint Distribution Adaptation Networks," 2020, IEEE Transactions on Geoscience and Remote Sensing
  • "A novel quantum model of mass function for uncertain information fusion," 2022, Information Fusion
  • "Local and global stimuli in reinforcement learning," 2021, New Journal of Physics
  • "A new belief divergence measure for Dempster-Shafer theory based on belief and plausibility function and its application in multi-source data fusion," 2020, Engineering Applications of Artificial Intelligence

Xinyang Deng frequently collaborates with a number of researchers, including:

  • Wen Jiang
  • Jie Geng
  • Fanghui Huang
  • Hongfei Wang
  • Xiang Li

The venues where Xinyang Deng's research has been published regularly include:

  • Information Sciences
  • Engineering Applications of Artificial Intelligence
  • IEEE Transactions on Systems Man and Cybernetics Systems
  • Chinese Journal of Aeronautics
  • SSRN Electronic Journal

Best Publications

  • An improved method to construct basic probability assignment based on the confusion matrix for classification problem

    Xinyang Deng;Qi Liu;Yong Deng;Sankaran Mahadevan

  • Supplier selection using AHP methodology extended by D numbers

    Xinyang Deng;Yong Hu;Yong Deng;Yong Deng;Sankaran Mahadevan

  • Multi-Scale Metric Learning for Few-Shot Learning

    Wen Jiang;Kai Huang;Jie Geng;Xinyang Deng

  • Identifying influential nodes in weighted networks based on evidence theory

    Daijun Wei;Daijun Wei;Xinyang Deng;Xiaoge Zhang;Yong Deng;Yong Deng

  • A Novel Z -Network Model Based on Bayesian Network and Z -Number

    Wen Jiang;Ying Cao;Xinyang Deng

  • D-DEMATEL: a new method to identify critical success factors in emergency management

    Xinyi Zhou;Yangqiuyan Shi;Xinyang Deng;Yong Deng

  • Environmental impact assessment based on D numbers

    Xinyang Deng;Yong Hu;Yong Deng;Yong Deng;Sankaran Mahadevan

  • Assessment of E-Commerce security using AHP and evidential reasoning

    Yajuan Zhang;Xinyang Deng;Daijun Wei;Yong Deng

  • Evidence Combination From an Evolutionary Game Theory Perspective

    Xinyang Deng;Deqiang Han;Jean Dezert;Yong Deng

  • D-AHP method with different credibility of information

    Xinyang Deng;Xinyang Deng;Yong Deng;Yong Deng

  • Zero-sum polymatrix games with link uncertainty: A Dempster-Shafer theory solution

    Xinyang Deng;Wen Jiang;Zhen Wang

  • Dependence assessment in human reliability analysis based on D numbers and AHP

    Xinyi Zhou;Xinyang Deng;Yong Deng;Yong Deng;Sankaran Mahadevan

  • Evaluating Green Supply Chain Management Practices Under Fuzzy Environment: A Novel Method Based on D Number Theory

    Xinyang Deng;Wen Jiang

  • A novel quantum model of mass function for uncertain information fusion

    Unknown

  • Reliability analysis with linguistic data: An evidential network approach

    Xiaoge Zhang;Sankaran Mahadevan;Xinyang Deng;Xinyang Deng

  • The Negation of a Basic Probability Assignment

    Likang Yin;Xinyang Deng;Yong Deng

  • D number theory based game-theoretic framework in adversarial decision making under a fuzzy environment

    Xinyang Deng;Wen Jiang

  • A novel method to use fuzzy soft sets in decision making based on ambiguity measure and Dempster–Shafer theory of evidence: An application in medical diagnosis

    Jianwei Wang;Yong Hu;Fuyuan Xiao;Xinyang Deng;Xinyang Deng

  • Transfer Learning for SAR Image Classification Via Deep Joint Distribution Adaptation Networks

    Jie Geng;Xinyang Deng;Xiaorui Ma;Wen Jiang

  • An Evidential Axiomatic Design Approach for Decision Making Using the Evaluation of Belief Structure Satisfaction to Uncertain Target Values

    Xinyang Deng;Wen Jiang

  • An improved distance-based total uncertainty measure in belief function theory

    Xinyang Deng;Fuyuan Xiao;Yong Deng

  • Dependence assessment in human reliability analysis using an evidential network approach extended by belief rules and uncertainty measures

    Xinyang Deng;Wen Jiang

Frequent Co-Authors

Yong Deng
Yong Deng University of Electronic Science and Technology of China
Sankaran Mahadevan
Sankaran Mahadevan Vanderbilt University
Yong Hu
Yong Hu University of Hong Kong
Felix T.S. Chan
Felix T.S. Chan Macau University of Science and Technology
Rehan Sadiq
Rehan Sadiq University of British Columbia
Wen Jiang
Wen Jiang Northwestern Polytechnical University
Yu Shyr
Yu Shyr Vanderbilt University Medical Center
Matjaž Perc
Matjaž Perc University of Maribor
Jean Dezert
Jean Dezert Office National d'Études et de Recherches Aérospatiales

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