A novel active learning method using SVM for text classification

M Goudjil, M Koudil, M Bedda, N Ghoggali - International Journal of …, 2018 - Springer
Support vector machines (SVMs) are a popular class of supervised learning algorithms, and
are particularly applicable to large and high-dimensional classification problems. Like most …

A survey on text mining in social networks

R Irfan, CK King, D Grages, S Ewen… - The Knowledge …, 2015 - cambridge.org
In this survey, we review different text mining techniques to discover various textual patterns
from the social networking sites. Social network applications create opportunities to …

[PDF][PDF] State of the art in off-line writer identification of handwritten text and survey of writer identification of Arabic text

SM Awaida, SA Mahmoud - Educational Research and Reviews, 2012 - Citeseer
In this paper we present the state of the art in writer identification and verification of
handwritten text. In addition, a special and extensive survey of writer identification and …

[PDF][PDF] Intelligent human resource information system (i-HRIS): A holistic decision support framework for HR excellence.

AKM Masum, LS Beh, MAK Azad, K Hoque - Int. Arab J. Inf. Technol., 2018 - iajit.org
Nowadays, Human Resource Information System (HRIS) plays a strategic role in the
decision making process for effective and efficient Human Resource Management (HRM) …

A Qualitative Approach to Universal Numerical Integrators (UNIs) with Computational Application

PM Tasinaffo, LAV Dias, AM da Cunha - Human-Centric Intelligent …, 2024 - Springer
Abstract Universal Numerical Integrators (UNIs) can be defined as the coupling of a
universal approximator of functions (eg, artificial neural network) with some conventional …

New oversampling approaches based on polynomial fitting for imbalanced data sets

S Gazzah, NEB Amara - 2008 the eighth iapr international …, 2008 - ieeexplore.ieee.org
In classification tasks, class-modular strategy has been widely used. It has outperformed
classical strategy for pattern classification task in many applications. However, in some …

Highly accurate recognition of human postures and activities through classification with rejection

W Tang, ES Sazonov - IEEE journal of biomedical and health …, 2014 - ieeexplore.ieee.org
Monitoring of postures and activities is used in many clinical and research applications,
some of which may require highly reliable posture and activity recognition with desired …

Yapay sinir ağlari ve destek vektör makineleri yöntemleriyle borsa endeksi tahmini

YBETY Yakut, E Yakut, S Yavuz - Süleyman Demirel Üniversitesi …, 2014 - dergipark.org.tr
Günümüzde yapay sinir ağları ve destek vektör makineleri finans alanında borsa endeks
tahmini, finansal başarısızlık tahmini ya da şirket bonolarının sınıflandırılması gibi birçok …

Improving Arabic writer identification using score‐level fusion of textural descriptors

Y Hannad, I Siddiqi, C Djeddi, MEY El‐Kettani - IET Biometrics, 2019 - Wiley Online Library
This paper investigates the problem of writer identification from handwriting samples in
Arabic. The proposed technique relies on extracting small fragments of writing which are …

Writer identification: a comparative study across three world major languages

GJ Tan, G Sulong, MSM Rahim - Forensic science international, 2017 - Elsevier
This paper presents a review on the state of the art in offline text-independent writer
identification methods for three major languages, namely English, Chinese and Arabic …