Decomposition–based multi-objective differential evolution for extractive multi-document automatic text summarization

QR Code

Decomposition–based multi-objective differential evolution for extractive multi-document automatic text summarization

The central challenge in Automatic Text Summarization (ATS) involves efficiently generating machine-generated text summaries through optimization algorithms. An ATS is a critical component for systems dealing with textual information processing. However, the current approach faces a significant hurd...

Full description

Bibliographic Details
Main Authors:	Wahab, Muhammad Hafizul Hazmi, Abdul Hamid, Nor Asilah Wati, Subramaniam, Shamala, Latip, Rohaya, Othman, Mohamed
Format:	Article
Published:	Elsevier Ltd 2024
Online Access:	http://psasir.upm.edu.my/id/eprint/105820/

Similar Items

GPU-accelerated extractive multi-document text summarization using decomposition-based multi-objective differential evolution
by: Wahab, Muhammad Hafizul Hazmi, et al.
Published: (2025)

Optimization of extractive Automatic Text Summarization using Decomposition-based Multi-objective Differential Evolution and parallelization
by: Hazmi Wahab, Muhammad Hafizul
Published: (2024)

A review on optimization-based automatic text summarization approach
by: Wahab, Muhammad Hafizul H., et al.
Published: (2023)

Challenges and Trends of Automatic Text Summarization
by: Foong, Oi Mean, et al.
Published: (2010)

Automatic Text Summarization for Oil and Gas Topic
by: Chen, Y.Y., et al.
Published: (2008)

Algebraic reduction in automatic text summarization - The state of the art
by: Kadar Batcha, Nowshath, et al.
Published: (2010)

Automatic text summarization using fuzzy reasoning method
by: A., Alia, et al.
Published: (2015)

Automatic text summarization using feature based fuzzy extraction
by: Suanmali, Ladda, et al.
Published: (2008)

CRF based feature extraction applied for supervised automatic text summarization
by: K. Batcha, Nowshath, et al.
Published: (2013)

Study on sparseness effects over NMF applied for automatic text summarization
by: Batcha, Nowshath Kadhar, et al.
Published: (2012)

An algebraic approach for sentence based feature extraction applied for automatic text summarization
by: Batcha, Nowshath Kadhar, et al.
Published: (2014)

Diversity based text summarization
by: Binwahlan, Mohammed Salem, et al.
Published: (2008)

Text Summarization for Oil and Gas News Article
by: Chen , Yoke Yie, et al.
Published: (2009)

Which Extractive Summarization Method For Malay Texts?
by: Ranaivo-Malançon, Bali, et al.
Published: (2017)

Improved Multi-Verse Optimizer In Text Document Clustering For Topic Extraction
by: Abasi, Ammar Kamal Mousa
Published: (2021)

Arabic text summarization using pre-processing methodologies and techniques
by: Abdelwahab, Mohamed Yassin, et al.
Published: (2023)

Eeg-Based Person Identification Using Multi-Levelwavelet Decomposition With Multi-Objective Flower Pollination Algorithm
by: Yahya Alyasseri, Zaid Abdi Alkareem
Published: (2020)

Decomposition-based multi-objective firefly algorithm for RFID network planning with uncertainty
by: Zhao, C., et al.
Published: (2017)

A Pattern-Growth Sentence Compression Technique For Malay Text Summarizer
by: Alias, Suraya
Published: (2018)

Scheduling scientific workflow in multi-cloud: a multi-objective minimum weight optimization decision-making approach
by: Farid, Mazen, et al.
Published: (2023)

Scheduling scientific workflow using multiobjective algorithm with fuzzy resource utilization in multi-cloud environment
by: Farid, Mazen, et al.
Published: (2020)

Hybrid multi-objective evolutionary algorithms based on decomposition for wireless sensor network coverage optimization
by: Xu, Ying, et al.
Published: (2018)

An investigation of multi-objective hyper-heuristics for multi-objective optimisation
by: Maashi, Mashael
Published: (2014)

Multi-objective grey wolf optimizer algorithm for task scheduling in cloud-fog computing
by: Saif, Faten A., et al.
Published: (2023)

Advanced document analysis and automatic classification of PDF documents
by: Lovegrove, Will.
Published: (1996)

Optimized LQR controller synthesis for 3DOF helicopter using multi-objective differential evolution(MODE)
by: Tijani, Ismaila B., et al.
Published: (2011)

Multi-objective Optimization of Biochemical System Production Using an Improve Newton Competitive Differential Evolution Method
by: Mohd Arfian, Ismail, et al.
Published: (2017)

Use of metacognitive and cognitive strategies in summarizing expository text by ESL undergraduates / Shariat Taheri Moghaddam
by: Shariat Taheri , Moghaddam
Published: (2018)

Automatic Multi-Objective Clustering Algorithm Using Hybrid Particle Swarm Optimization With Simulated Annealing.
by: Abubaker, Ahmad Asad
Published: (2016)

Multi-Objective Multi-Agent Planning for Discovering and Tracking Multiple Mobile Objects
by: Van Nguyen, Hoa, et al.
Published: (2024)

Efficient multi-cloud storage using online dynamic replication and placement algorithms for online social networks
by: Aldailamy, Ali Y., et al.
Published: (2024)

Multi-objectives firefly algorithm for task offloading in the edge-fog-cloud computing
by: A. Saif, Faten, et al.
Published: (2024)

A Multi-objective Evolutionary Algorithm Based On Decomposition For Continuous Optimization Using A Step-function Technique
by: Chuah, How Siang
Published: (2022)

Optimized feature construction methods for data summarization methods for data summarization of relational data
by: Florence Sia, Fui Sze
Published: (2014)

Online dynamic replication and placement algorithms for cost optimization of online social networks in two-tier multi-cloud
by: Aldailamy, Ali Y., et al.
Published: (2024)

Multi-Sensor Multi-Object Tracking with the Generalized Labeled Multi-Bernoulli Filter
by: Vo, Ba-Ngu, et al.
Published: (2019)

Recognition of multi-type and multi-oriented text in videos / Sangheeta Roy
by: Sangheeta , Roy
Published: (2018)

The data integrity problem and multi-layered document integrity
by: Moss, Ben
Published: (2007)

Scheme To Watermark Digital Text Documents
by: Tinauli, Musstanser
Published: (2007)

Data visualization for text-based documents
by: Yii, Kuo Chong
Published: (2023)