Fault recognition using an ensemble classifier based on Dempster–Shafer Theory

Z Wang, R Wang, J Gao, Z Gao, Y Liang - Pattern Recognition, 2020 - Elsevier
Aiming at the poor performance of individual classifier in the field of fault recognition, in this
paper, a new ensemble classifier is constructed to improve the classification accuracy by …

An improved conflicting evidence combination approach based on a new supporting probability distance

C Yu, J Yang, D Yang, X Ma, H Min - Expert Systems with Applications, 2015 - Elsevier
To avoid counter-intuitive result of classical Dempster's combination rule when dealing with
highly conflict information, many improved combination methods have been developed …

Handwritten signature verification using the quad-tree histogram of templates and a support vector-based artificial immune classification

Y Serdouk, H Nemmour, Y Chibani - Image and Vision Computing, 2017 - Elsevier
This work proposes a novel system for off-line handwritten signature verification. A new
descriptor founded on a quad-tree structure of the Histogram Of Templates (HOT) is …

Personal digital bodyguards for e-security, e-learning and e-health: A prospective survey

R Plamondon, G Pirlo, E Anquetil, C Rémi… - Pattern Recognition, 2018 - Elsevier
The widespread availability of hand-held devices like tablets, phablets and smart phones,
along with their new handwriting digitizing and their increased computing powers, enable …

Robust soft-biometrics prediction from off-line handwriting analysis

N Bouadjenek, H Nemmour, Y Chibani - Applied Soft Computing, 2016 - Elsevier
Currently, writer's soft-biometrics prediction is gaining an important role in various domains
related to forensics and anonymous writing identification. The purpose of this work is to …

An efficient multiple classifier system for Arabic handwritten words recognition

Z Tamen, H Drias, D Boughaci - Pattern Recognition Letters, 2017 - Elsevier
In this paper, we propose an efficient multiple classifier system for Arabic handwritten words
recognition. First, we use Chebyshev moments (CM) enhanced with some Statistical and …

A dempster–shafer theory based classifier combination for online signature recognition and verification systems

R Ghosh, P Kumar, PP Roy - International journal of machine learning and …, 2019 - Springer
With the advancement in technology, the society demands a robust method for person
authentication. Traditional authentication methods are based on the person's knowledge …

Hazard assessment of landslide dams using the evidential reasoning algorithm with multi-scale hesitant fuzzy linguistic information

W Xue, Z Xu, H Wang, Z Ren - Applied Soft Computing, 2019 - Elsevier
In the hazard assessment of landslide dams, the decision makers (DMs) are inclined to
express some qualitative indicators such as the possible economic loss and the …

A lexicon-free approach for 3D handwriting recognition using classifier combination

P Kumar, R Saini, PP Roy, U Pal - Pattern Recognition Letters, 2018 - Elsevier
Recent developments in depth sensing technology such as Leap Motion have opened novel
directions in Human-Computer-Interaction (HCI) research domain. The sensor extends the …

A distance-based weighting framework for boosting the performance of dynamic ensemble selection

ZL Zhang, YY Chen, J Li, XG Luo - Information Processing & Management, 2019 - Elsevier
Abstract Dynamic Ensemble Selection (DES) strategy is one of the most common and
effective techniques in machine learning to deal with classification problems. DES systems …