Optimization of extractive Automatic Text Summarization using Decomposition-based Multi-objective Differential Evolution and parallelization

The central challenge in Automatic Text Summarization (ATS) is efficiently generating machine-generated text summaries through optimization algorithms, a critical component for systems dealing with textual information processing. The current approach encounters a significant hurdle due to the lo...

書目詳細資料
主要作者:	Hazmi Wahab, Muhammad Hafizul
格式:	Thesis
語言:	英语
出版:	2024
主題:	Optimization algorithms (Computer science) Parallel processing (Computer science) Natural language processing (Computer science)
在線閱讀:	http://psasir.upm.edu.my/id/eprint/120029/1/120029.pdf

相似書籍

Parallel block methods for solving higher order ordinary differential equations directly
由: Omar, Zurni
出版: (1999)

Topology-aware hypergraph based approach to optimize scheduling of parallel applications onto distributed parallel architectures
由: Koohi, Sina Zangbari
出版: (2020)

Hybrid differential evolution based automatic single document text summarization
由: Mohammed Ali Abuobieda, Albaraa Abuobieda
出版: (2013)

Efficient Sequential and Parallel Routing Algorithms in Optical Multistage Interconnection Network
由: Abduh Kaid, Monir Abdullah
出版: (2005)

Implementation of MPI in Python and comparison with other parallel programming techniques
由: Zulkifli, Asmaliza
出版: (2015)

Analysis of goal scoring patterns and passing sequences between winning and losing teams in UEFA-EURO 2012 / Muhamad Safiq Saiful Annur
由: Saiful Annur, Muhamad Safiq
出版: (2013)

Parallel implementation on improved error signal of backpropagation algorithm
由: Mohd Aris, Teh Noranis
出版: (2001)

Comparison of different automatic text summarization systems using standard performance evaluations
由: Abd Munir, Nur Hafizah
出版: (2009)

Visualization of extracted grammatical role of words using parse tree conversion to improve understanding of English texts
由: Mirzabeiki, Erfan
出版: (2014)

Enhancing performance of XTS cryptography mode of operation using parallel design
由: Ahmed Alomari, Mohammad
出版: (2009)

Cellular automation for efficient impulse noise removal and edge detection using graphic processor unit
由: Jalalian, Afsaneh
出版: (2010)

Improving named entity recognition accuracy of gene and protein in biomedical text
由: Tohidi, Hossein
出版: (2011)

Partitioning techniques and their parallelization for stiff system of ordinary differential equations
由: Othman, Khairil Iskandar
出版: (2007)

Automated plant recognition system based on multi-objective parallel genetic algorithm and neural network
由: Sefidgar, Seyed Mohammad Hossein
出版: (2014)

Low power text compression using Huffman coding with power management controller
由: Mohammed, Maan Hameed
出版: (2016)

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

A federated usage control framework with ontology-based policy and elimination of irrelevant rules set algorithm for grid computing authorization
由: Maizura, Ibrahim
出版: (2019)

Parallel Block Methods for Solving Ordinary Differential Equations
由: Abdul Majid, Zanariah
出版: (2004)

Differential evolution for neural networks learning enhancement
由: Ismail Wdaa, Abdul Sttar
出版: (2008)

Automated Hypertensive Retinopathy detection using image processing / Muhammad Imran Rahmat
由: Rahmat, Muhammad Imran
出版: (2020)

A Detection Method for Text Steganalysis Using Evolution Algorithm (EA) Approach
由: Puriwat, Lertkrai
出版: (2012)

Restaurant review system with data visualization and text search using TF-IDF algorithm / Syazwina Abd Hamid
由: Abd Hamid, Syazwina
出版: (2020)

Sentiment mining using immune network algorithm /Raja Muhammad Hafiz Raja Kamarudin
由: Raja Kamarudin, Raja Muhammad Hafiz
出版: (2012)

Dynamic traffic scheduling and resource reservation algorithms for output-buffered switches
由: Subramaniam, Shamala
出版: (2002)

Source code analysis extractive approach to generate textual summary
由: Dawood, Kareem Abbas
出版: (2017)

Diabetes prediction system using clonal selection algorithm / Nor Aishah Mustapa
由: Mustapa, Nor Aishah
出版: (2012)

Tile-Level Parallelism For H.264/Avc Codec Using Parallel Domain Decomposition Algorithm On Shared Memory Architecture
由: Eessa, Mohammed F.
出版: (2015)

E-history Malaysian secondary school textbook using TF-IDF algorithm and text visualization / Nur Hafizah Mohd Ridzuan
由: Mohd Ridzuan, Nur Hafizah
出版: (2020)

Multi-document text summarization using text clustering for Arabic Language
由: Waheeb, Samer Abdulateef
出版: (2014)

Hybrid approach for metabolites production using differential evolution and minimization of metabolic adjustment
由: Mazlan, Noor Ameera
出版: (2017)

Efficient management of Top-k queries over Uncertain Data Streams with dynamic Sliding Window Model
由: Raja Wahab, Raja Azhan Syah
出版: (2024)

Sub-route reversal repair mechanism and differential evolution for urban transit network design problem
由: Tarajo, Buba Ahmed
出版: (2017)

Optimization Of Two-Dimensional Dual Beam Scanning System Using Genetic Algorithms
由: Koh, Johnny Siaw Paw
出版: (2008)

Globalization of Barzilai and Borwein Method for Unconstrained Optimization
由: Farid, Mahboubeh
出版: (2009)

Crossover and mutation operators of real coded genetic algorithms for global optimization problems
由: Lim, Siew Mooi
出版: (2016)

Optimised Crossover Genetic Algorithms for Combinatorial Optimisation Problems
由: Nazif, Habibeh
出版: (2010)

Fuzzy genetic algorithms for combinatorial optimisation problems
由: Varnamkhasti, Mohammad Jalali
出版: (2012)

E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam
由: Norhisam, Nor Faezahtul Salme
出版: (2020)

Data filtering framework for preserving meaningful data records from streams of unstructured weather data
由: Al-Zyadat, Wa'el Jum'ah
出版: (2014)

A fuzzy MADM (Multiple Attribute Decision Making) expert system for job matching / Refnaldy Azuardi
由: Azuardi, Refnaldy
出版: (2005)