Automatic text summarization: a new hybrid model based on vector space modelling, fuzzy logic and rhetorical structure analysis

A Ben Ayed, I Biskri, JG Meunier - … 2019, Hendaye, France, September 4–6 …, 2019 - Springer
In this paper, we present a new hybrid system for automatic text summarization. First, vector
space modelling is used to compute two original metrics of coverage and fidelity. The latter …

Towards Holistic Analysis of Wireless Capsule Endoscopic Videos: A Taxonomy-Driven Machine Learning Framework for Clinically Comprehensive WCE Frame …

H Wahab, R Goel, M Alamgir… - … on Electrics and …, 2024 - ieeexplore.ieee.org
Manual perusal of capsule endoscopic videos is laborious due to their length, redundancy,
and poor quality frames, risking misdetection. Limited representation of diverse anomalies …

An Abstractive Automatic Summarization Approach Based on a Text Comprehension Model of Cognitive Psychology

AB Ayed, I Biskri, JG Meunier - International Conference on Computational …, 2023 - Springer
This paper proposes a new cognitive abstractive text summarization model. The proposed
approach is a double-stage system. First, text segments are mapped to salient topics, and a …

A new approach for extracting the conceptual schema of texts based on the linguistic Thematic Progression theory

EO Suárez, AMFP Cesteros - arXiv preprint arXiv:2010.07440, 2020 - arxiv.org
The purpose of this article is to present a new approach for the discovery and labelling of the
implicit conceptual schema of texts through the application of the Thematic Progression …

[HTML][HTML] An End-to-End Efficient Lucene-Based Framework of Document/Information Retrieval

AB Ayed, I Biskri, JG Meunier - International Journal of Information …, 2022 - igi-global.com
In the context of big data and the 4.0 industrial revolution era, enhancing
document/information retrieval frameworks efficiency to handle the ever‐growing volume of …

A hybrid classification-based model for automatic text summarisation using machine learning approaches: CBS-ID3MV

ME Hannah - International Journal of Product Development, 2019 - inderscienceonline.com
A hybrid approach for the generation of automatic text summarisation is achieved through
CBS-ID3MV. A classification-based model using ID3 and multivariate (CBS-ID3MV) …

Early Prenatal Diagnosis of Down's Syndrome-A Machine Learning Approach

E Hannah, L Raamesh, Sumathi - Soft Computing for Problem Solving …, 2020 - Springer
A chromosomal disorder called Down's syndrome is a disorder where the disability is seen
at the intellectual level. It further shows up a prominent change in the appearance of the …

[PDF][PDF] MÉTHODES HYBRIDES POUR LE RÉSUMÉ AUTOMATIQUE DE TEXTE PAR EXTRACTION ET ABSTRACTION

ABEN AYED - 2022 - archipel.uqam.ca
Un résumé automatique de texte est un condensé d'un texte source plus long. Ce condensé
est obtenu avec perte d'information au moyen de techniques informatiques basées sur des …

A classification-based summarization model using supervised learning

M Esther Hannah - Computational Network Application Tools for …, 2020 - Springer
Classification-based summarization model using ID3 and multivariate (CBS-ID3MV)
approach produces summaries from the text documents through the process of …

[图书][B] Automatic Summarization of Financial Reports

M Alikhani - 2021 - search.proquest.com
Abstract The field of Natural Language Processing (NLP) has witnessed substantial
advancements due to both the development of new algorithms and the increase of …