Lijie Guo

ORCID: 0000-0002-2465-3319
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About
Contact & Profiles
Research Areas
  • Ionosphere and magnetosphere dynamics
  • GNSS positioning and interference
  • Geophysics and Gravity Measurements
  • Robotic Mechanisms and Dynamics
  • Image Retrieval and Classification Techniques
  • Medical Image Segmentation Techniques
  • Educational Games and Gamification
  • Recommender Systems and Techniques
  • Digital Marketing and Social Media
  • Technology Adoption and User Behaviour
  • Image and Object Detection Techniques
  • Advanced Image Fusion Techniques
  • Online Learning and Analytics
  • Advanced Image and Video Retrieval Techniques
  • Tailings Management and Properties
  • Minerals Flotation and Separation Techniques
  • Ethics and Social Impacts of AI
  • Evaluation and Optimization Models
  • X-ray Diffraction in Crystallography
  • Innovative Human-Technology Interaction
  • Manufacturing Process and Optimization
  • Innovative Teaching and Learning Methods
  • Cybercrime and Law Enforcement Studies
  • Mining Techniques and Economics
  • Robotic Path Planning Algorithms

Changjiang Water Resources Commission
2023

Clemson University
2018-2022

Guilin University of Technology
2020-2021

Lanzhou University
2016-2017

Shanghai Academy of Spaceflight Technology
2016

Shanghai Aerospace Automobile Electromechanical (China)
2016

Institute of Remote Sensing and Digital Earth
2015

Chinese Academy of Sciences
2015

University of Chinese Academy of Sciences
2015

Beijing University of Chemical Technology
2009

Machine learning technologies are increasingly being applied in many different domains the real world. As autonomous machines and black-box algorithms begin making decisions previously entrusted to humans, great academic public interest has been spurred provide explanations that allow users understand decision-making process of machine model. Besides explanations, Interactive Learning (IML) seeks leverage user feedback iterate on an ML solution correct errors align with those users. Despite...

10.1145/3490099.3511111 article EN 2022-03-21

In this paper an interpolation method based on quintic non-uniform rational B-spline(NURBS) is proposed to construct curves when plan the trajectory of manipulators with respect three objectives, time optimal, energy optimal and smoothness optimal. The mathematical model NURBS curve set up gain high-order continuous trajectories endpoint configuration parameters can be specified, a fast elitist multi-objective genetic algorithm (NSGA-II) adopted optimize aims get series Pareto solutions...

10.1109/icma.2016.7558658 article EN 2016-08-01

Tropospheric delay is a major error source in the Global Navigation Satellite System (GNSS), and weighted mean temperature (Tm) key parameter precipitable water vapor (PWV) retrieval. Although reanalysis products like National Centers for Environmental Prediction (NCEP) European Center Medium-Range Weather Forecasts (ECMWF) Re-Analysis-Interim (ERA-Interim) data have been used to calculate model tropospheric delay, Tm, PWV, limitations of temporal spatial resolutions affected their...

10.3390/rs13153008 article EN cc-by Remote Sensing 2021-07-30

10.1007/s00521-016-2633-9 article EN Neural Computing and Applications 2016-10-22

Tropospheric delay is one of the main errors affecting high-precision positioning and navigation a key parameter water vapor detection in Global Navigation Satellite System (GNSS). The second Modern-Era Retrospective analysis for Research Applications (MERRA-2) latest generation reanalysis data collected by National Aeronautics Space Administration (NASA), which can be used to calculate tropospheric products with high spatial temporal resolution. However, there no report analyzing accuracy...

10.3390/s20226440 article EN cc-by Sensors 2020-11-11

10.1007/s11831-017-9225-4 article EN Archives of Computational Methods in Engineering 2017-04-27

Recommender systems traditionally provide users with recommendations that match their preferences, which creates a personalized user experience and increases users' satisfaction. However, from traditional may sometimes be considered too personalized, isolates diversity of perspectives, content, experiences, thus make them less likely to discover new things. To overcome this drawback, we argue recommenders should more actively keep the "in-the-loop" by providing alternative recommendation...

10.1145/3240323.3240330 article EN 2018-09-27

Online advertising on social media platforms has been at the center of recent controversies over growing concerns regarding users' privacy, dishonest data collection, and a lack transparency control. Facing public pressure, some have opted to implement explanatory tools in an effort empower consumers shed light marketing practices. Yet, date research shows significant inconsistencies around how ads should be explained. To address this issue, we conduct systematic literature review ad...

10.24251/hicss.2021.093 article EN Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences 2021-01-01

Precise Point Positioning (PPP) technology has developed into a potent instrument for geodetic positioning, ionospheric modeling, tropospheric atmospheric parameter detection, and seismic monitoring. As reanalysis data products' accuracy spatiotemporal resolution have improved recently, it become important to apply these products obtain high-accuracy delay parameters, like zenith (ZTD) horizontal gradient. These parameters can be applied PPP reduce the convergence time increase in vertical...

10.1016/j.geog.2023.01.004 article EN cc-by-nc-nd Geodesy and Geodynamics 2023-03-16

To overcome the problem of strong speckle and texture in high-resolution polarimetric synthetic aperture radar (PolSAR) images, a novel level set segmentation method that uses heterogeneous clutter model is proposed this article. Because KummerU distribution has capability to describe statistics PolSAR imagery both homogeneous scenes, it used replace traditional Wishart as statistical defines energy function for images order improve accuracy segmentation. Moreover, reduce computation...

10.1080/2150704x.2015.1058984 article EN Remote Sensing Letters 2015-06-25

Central pose errors involving central position error and orientation are critical indexes for 6-degrees of freedom docking mechanism assembly quality. The performance could be evaluated during virtual stage in terms these indexes. However, the evaluation process has to employ Monte Carlo simulation, which leads huge computation cost usually makes impossible. This paper gives an insight relation between structural finds that conform Rayleigh distribution model at symmetric configuration. In...

10.1177/0954406216631000 article EN Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science 2016-02-03

Purpose The paper aims to develop and validate an instrument measure users’ perceptions of online personalized advertising. Design/methodology/approach First, we identified 12 different aspects advertisement formulated candidate items through a literature review. A card sorting study expert review were conducted generate the initial scale items. We then one survey ( n = 308) create reliable measurement another 296) instrument. Finally, tested how dimensions OPAD-Perception Framework can be...

10.1108/intr-01-2023-0078 article EN Internet Research 2024-11-08

This paper describes a study conducted in the process of building recommender system that provides personalized professional development pathways for high school teachers seeking to increase their disciplinary knowledge and/or teaching skills. A controlled experiment (N = 190) was effects presented justification recommendations (teachers' needs vs. interests) and source (a human expert an AI algorithm) on users' perceptions experience with system. Our results show interaction effect between...

10.1145/3511095.3531280 article EN 2022-06-20
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