Multisensor data fusion: A review of the state-of-the-art

B Khaleghi, A Khamis, FO Karray, SN Razavi - Information fusion, 2013 - Elsevier
There has been an ever-increasing interest in multi-disciplinary research on multisensor
data fusion technology, driven by its versatility and diverse areas of application. Therefore …

[КНИГА][B] Statistical pattern recognition

AR Webb - 2003 - books.google.com
Statistical pattern recognition is a very active area of study andresearch, which has seen
many advances in recent years. New andemerging applications-such as data mining, web …

[HTML][HTML] A tutorial on uncertainty modeling for machine reasoning

B Ristic, C Gilliam, M Byrne, A Benavoli - Information Fusion, 2020 - Elsevier
Increasingly we rely on machine intelligence for reasoning and decision making under
uncertainty. This tutorial reviews the prevalent methods for model-based autonomous …

Data fusion for estimating Macroscopic Fundamental Diagram in large-scale urban networks

E Saffari, M Yildirimoglu, M Hickman - Transportation Research Part C …, 2022 - Elsevier
Since the concept of the Macroscopic Fundamental Diagram (MFD) has been introduced,
many studies have investigated the existence and characteristics of the MFD using empirical …

Bayesian multicategorical soft data fusion for human–robot collaboration

NR Ahmed, EM Sample… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper considers Bayesian data fusion of conventional robot sensor information with
ambiguous human-generated categorical information about continuous world states of …

Combination of different-granularity beliefs for sensor-based human activity recognition

K Zuo, X Li, Y Dong, J Dezert, SS Ge - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Human activity recognition (HAR) based on sensor information has become a hot topic of
research due to its wide range of applications in health care, fitness, and smart homes …

A Markov multi-phase transferable belief model for cyber situational awareness

G Ioannou, P Louvieris, N Clewley - Ieee Access, 2019 - ieeexplore.ieee.org
eXfiltration Advanced Persistent Threats (XAPTs) increasingly account for incidents
concerned with critical information exfiltration from High Valued Targets (HVTs). Existing …

A comparative study of bayesian and dempster-shafer fusion on image forgery detection

AT Phan-Ho, F Retraint - IEEE Access, 2022 - ieeexplore.ieee.org
With the advent of digital imaging, it has become fairly easy to modify the content of an
image in many different ways while leaving no obvious visual clue. This has further …

A review of data fusion models and systems

O Sidek, SA Quadri - International Journal of Image and Data …, 2012 - Taylor & Francis
Implementation of a data fusion system is a complex task. Several of the most critical issues
related to the implementation are requirements analysis, sensor selection, architecture …

On the performance evaluation of a hierarchical-structure prototype product using inconsistent prior information and limited test data

L Yang, Y Guo, Z Kong - Information Sciences, 2019 - Elsevier
Performance evaluation or parameter estimation for a hierarchical structure prototype
product is an imperative yet difficult task. The challenge comes from both inaccurate prior …