Deqiang Han
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View article: CPMFFormer: Class-Aware Progressive Multiscale Fusion Transformer for Hyperspectral Image Classification
CPMFFormer: Class-Aware Progressive Multiscale Fusion Transformer for Hyperspectral Image Classification Open
Hyperspectral image (HSI) classification is a basic and significant task in remote sensing, the aim of which is to assign a class label to each pixel in an image. Recently, deep learning networks have been widely applied in HSI classificat…
View article: A novel diversity measure for multiple classifier system based on class-wise performance ranking distance
A novel diversity measure for multiple classifier system based on class-wise performance ranking distance Open
View article: Research on the Interlayer Bonding and Temperature Control Optimization of Asphalt Concrete Core Wall
Research on the Interlayer Bonding and Temperature Control Optimization of Asphalt Concrete Core Wall Open
In this paper, the mechanism of interlayer bonding under a low-temperature environment is systematically revealed in terms of the temperature control difficulties in the continuous multilayer construction of an asphalt concrete core wall i…
View article: Optimization of Water Plugging Characteristics and Mechanical Properties of Acrylate Grouting Materials Based on Composite Crosslinking Strategy
Optimization of Water Plugging Characteristics and Mechanical Properties of Acrylate Grouting Materials Based on Composite Crosslinking Strategy Open
Traditional acrylate grouting materials often suffer from mechanical performance degradation and interfacial bonding failure under long-term water immersion, significantly limiting their application in pressurized water environments. This …
View article: Basic Belief Assignment Determination Based on Radial Basis Function Network
Basic Belief Assignment Determination Based on Radial Basis Function Network Open
In Dempster-Shafer evidence theory (DST), the determination of basic belief assignment (BBA) is an important yet challenging issue before the evidence fusion. The rational mass determination of compound focal elements is crucial for fully …
View article: Finding Safety Violations of AI-Enabled Control Systems through the Lens of Synthesized Proxy Programs
Finding Safety Violations of AI-Enabled Control Systems through the Lens of Synthesized Proxy Programs Open
Given the increasing adoption of modern AI-enabled control systems, ensuring their safety and reliability has become a critical task in software testing. One prevalent approach to testing control systems is falsification, which aims to fin…
View article: PTM4Tag+: Tag Recommendation of Stack Overflow Posts with Pre-trained Models
PTM4Tag+: Tag Recommendation of Stack Overflow Posts with Pre-trained Models Open
Stack Overflow is one of the most influential Software Question & Answer (SQA) websites, hosting millions of programming-related questions and answers. Tags play a critical role in efficiently organizing the contents in Stack Overflow and …
View article: Spectral-Spatial Center-Aware Bottleneck Transformer for Hyperspectral Image Classification
Spectral-Spatial Center-Aware Bottleneck Transformer for Hyperspectral Image Classification Open
Hyperspectral image (HSI) contains abundant spectral-spatial information, which is widely used in many fields. HSI classification is a fundamental and important task, which aims to assign each pixel a specific class label. However, the hig…
View article: Weighted Self-Paced Learning with Belief Functions
Weighted Self-Paced Learning with Belief Functions Open
View article: Human iPSC-derived midbrain organoids functionally integrate into striatum circuits and restore motor function in a mouse model of Parkinson's disease
Human iPSC-derived midbrain organoids functionally integrate into striatum circuits and restore motor function in a mouse model of Parkinson's disease Open
Rationale: Parkinson's disease (PD) is a prevalent neurodegenerative disorder that is characterized by degeneration of dopaminergic neurons (DA) at the substantia nigra pas compacta (SNpc). Cell therapy has been proposed as a potent…
View article: Novel moderate transformation of fuzzy membership function into basic belief assignment
Novel moderate transformation of fuzzy membership function into basic belief assignment Open
In information fusion, the uncertain information from different sources might be modeled with different theoretical frameworks. When one needs to fuse the uncertain information represented by different uncertainty theories, constructing th…
View article: De-combination of belief function based on optimization
De-combination of belief function based on optimization Open
International audience
View article: Transformation of Water and Soil Loss Characteristic under Different Slope Water discharges
Transformation of Water and Soil Loss Characteristic under Different Slope Water discharges Open
The transformation of stream power was analyzed under different water discharge amount on loess slope in Hydraulic Research Base of Yellow River Institute of Hydraulic Research. The observation data shows that: the stream powers were incre…
View article: Ecological management technology for coarse sediment area in the Yellow River Basin
Ecological management technology for coarse sediment area in the Yellow River Basin Open
Across wide range of research survey of the Pisha stone area landform, erosion and vegetation characteristics, on the basis of conducting the Pisha stone under different conditions of underlying surface erosion characteristics of the test,…
View article: Two Applications of Inter-Criteria Analysis with Belief Functions
Two Applications of Inter-Criteria Analysis with Belief Functions Open
In this paper we present two applications of a new Belief Function-based Inter-Criteria Analysis (BF-ICrA) approach for the assessment of redundancy of criteria involved in Multi-Criteria Decision-Making (MCDM) problems. This BF-ICrA metho…
View article: Fast Fusion of Basic Belief Assignments Defined on a Dichotomous Frame of Discernment
Fast Fusion of Basic Belief Assignments Defined on a Dichotomous Frame of Discernment Open
International audience
View article: The SPOTIS Rank Reversal Free Method for Multi-Criteria Decision-Making Support
The SPOTIS Rank Reversal Free Method for Multi-Criteria Decision-Making Support Open
International audience
View article: Three‐dimensional obstacle avoidance for UAV based on reinforcement learning and RealSense
Three‐dimensional obstacle avoidance for UAV based on reinforcement learning and RealSense Open
With the increasingly widespread application of unmanned aerial vehicle (UAV), safety issues such as effectiveness of obstacle avoidance have been paid more attentions. The classical obstacle avoidance algorithms are mostly suitable for mo…
View article: Simplification de l'aide à la décision multicritère en utilisant l'analyse inter-critère et les fonctions de croyance
Simplification de l'aide à la décision multicritère en utilisant l'analyse inter-critère et les fonctions de croyance Open
International audience
View article: Une formulation simplifiée du théorème de Bayes généralisé
Une formulation simplifiée du théorème de Bayes généralisé Open
International audience
View article: On Decombination of Belief Function
On Decombination of Belief Function Open
International audience
View article: A Simplified Formulation of Generalized Bayes' Theorem
A Simplified Formulation of Generalized Bayes' Theorem Open
In this paper we present a simple formulation of the Generalized Bayes' Theorem (GBT) which extends Bayes' theorem in the framework of belief functions. We also present the condition under which this new formulation is valid. We illustrate…
View article: Basic belief assignment approximations using degree of non-redundancy for focal element
Basic belief assignment approximations using degree of non-redundancy for focal element Open
Dempster-Shafer evidence theory, also called the theory of belief function, is widely used for uncertainty modeling and reasoning. However, when the size and number of focal elements are large, the evidence combination will bring a high co…
View article: A New Image Registration Algorithm Based on Evidential Reasoning
A New Image Registration Algorithm Based on Evidential Reasoning Open
Image registration is a crucial and fundamental problem in image processing and computer vision, which aims to align two or more images of the same scene acquired from different views or at different times. In image registration, since dif…
View article: Correct Proof of Shafer's Belief Conditioning Formulas
Correct Proof of Shafer's Belief Conditioning Formulas Open
In his Mathematical Theory of Evidence published in 1976, Shafer did propose belief and plausibility conditioning formulas based on Dempster's rule of combination. It turns out that the proof given by Shafer for belief conditioning is inco…
View article: A Ranking Distance Based Diversity Measure for Multiple Classifier Systems
A Ranking Distance Based Diversity Measure for Multiple Classifier Systems Open
International audience
View article: Total belief theorem and conditional belief functions
Total belief theorem and conditional belief functions Open
In this paper, new theoretical results for reasoning with belief functions are obtained and discussed. After a judicious decomposition of the set of focal elements of a belief function, we establish the total belief theorem (TBT). which is…
View article: Total Belief Theorem and Generalized Bayes' Theorem
Total Belief Theorem and Generalized Bayes' Theorem Open
International audience
View article: A new hierarchical ranking aggregation method
A new hierarchical ranking aggregation method Open
View article: A new adaptive switching median filter for impulse noise reduction with pre-detection based on evidential reasoning
A new adaptive switching median filter for impulse noise reduction with pre-detection based on evidential reasoning Open