Feature Substitution Using Latent Dirichlet Allocation for Text Classification

QR Code

Feature Substitution Using Latent Dirichlet Allocation for Text Classification

Text classification plays a pivotal role in natural language processing, enabling applications such as product categorization, sentiment analysis, spam detection, and document organization. Traditional methods, including bag-of-words and TF-IDF, often lead to high-dimensional feature spaces, increas...

Full description

Bibliographic Details
Published in:	International Journal of Advanced Computer Science and Applications
Main Author:	Mathivanan N.M.N.; Janor R.M.; Razak S.A.; Md. Ghani N.A.
Format:	Article
Language:	English
Published:	Science and Information Organization 2025
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85216865449&doi=10.14569%2fIJACSA.2025.01601105&partnerID=40&md5=abf0789c4fb07f118c7d1b6f7437a0d3

Similar Items

Text classification of E-commerce product via Hidden Markov model
by: Mathivanan N.M.N.; Ghani N.A.M.; Janor R.M.
Published: (2019)

CLASSIFICATION OF BLOOD SUBSTITUTES
by: Shamshul B.S.S.; Mohd N.S.N.F.; Noordin S.S.; Mohd N.M.N.; Zabidi M.A.
Published: (2023)

Feasibility of text visualization in text steganalysis
by: Ab. Rauf R.H.; Jamal N.
Published: (2014)

Collaborative Task Allocation Problem in Laboratory Equipment Maintenance in Universities
by: Hu H.; Dolah N.A.; Ahmad N.D.
Published: (2024)

Optimal feature selection using modified cuckoo search for classification of power quality disturbances
by: Mehedi I.M.; Ahmadipour M.; Salam Z.; Ridha H.M.; Bassi H.; Rawa M.J.H.; Ajour M.; Abusorrah A.; Abdullah M.P.
Published: (2021)

Analytical Approach to SYM-H based Geomagnetic Storm Classifications using Statistical Features Extraction
by: Abd Latiff Z.I.; Hairuddin M.A.; Zainuddin A.; Ashar N.D.K.; Jusoh M.H.
Published: (2024)

Student performance classification: a comparison of feature selection methods based on online learning activities
by: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
Published: (2024)

Evaluating aspect-based sentiment classification on Twitter hate speech using neural networks and word embedding features
by: Zainuddin N.; Selamat A.; Ibrahim R.
Published: (2018)

Multi-criteria Analysis and Benefit–Cost Analysis to Determine Water Allocation for an Urbanized River Basin
by: Lee W.-K.; Ishak A.M.; Hassan A.A.; Lim F.-H.; Anuar A.M.; Muhamad N.H.; Ishak A.F.
Published: (2023)

Towards Sustainable City: A Covering Model for Recycling Facility Location-allocation in Nilai, Malaysia
by: Zaharudin Z.A.; Shuib A.; Hadianti R.; Rodzi Z.M.
Published: (2023)

A Word Order Framework for Mandarin Sentiment Analysis of Social Media Text
by: Zhang J.; Maskat R.
Published: (2024)

Predicting 30-day mortality after an acute coronary syndrome (acs) using machine learning methods for feature selection, classification and visualisation
by: Aziida N.; Malek S.; Aziz F.; Ibrahim K.S.; Kasim S.
Published: (2021)

Eye-to-text communication via advanced optimization techniques and artificial neural networks: Review
by: Abbas M.R.; Mutlag A.H.; Gharghan S.K.; Jailani R.
Published: (2024)

The Association of Sugar and Sugar Substitutes to Breast, Lung, and Oral Cancer Cell Lines: A Scoping Review
by: Zainal M.; Md Asri N.S.; Mohamed Faizal N.S.; Khan H.B.S.G.; Kamil W.N.W.A.; Mohd Sarmin N.I.; Mohd Kornain N.K.; Arzmi M.H.
Published: (2023)

Forecasting Carbon Emission Reductions: The Role of Solar Energy in Substituting Coal for Sustainable Development Goals
by: Aimon H.; Kurniadi A.P.; Sentosa S.U.; Yahya Y.; Rahman N.A.
Published: (2025)

Variational Color Shift and Auto-Encoder Based on Large Separable Kernel Attention for Enhanced Text CAPTCHA Vulnerability Assessment
by: Wan X.; Johari J.; Ruslan F.A.
Published: (2024)

Zinc-substituted hydroxyapatite produced from calcium precursor derived from eggshells
by: Mardziah C.M.; Ramesh S.; Tan C.Y.; Chandran H.; Sidhu A.; Krishnasamy S.; Purbolaksono J.
Published: (2021)

Enhancing big data feature selection using a hybrid correlation-based feature selection
by: Mohamad M.; Selamat A.; Krejcar O.; Crespo R.G.; Herrera-Viedma E.; Fujita H.
Published: (2021)

Classification methods for remotely sensed data: Land use and land cover classification using various combinations of bands
by: Mahmon N.A.; Ya’Acob N.; Yusof A.L.; Jaafar J.
Published: (2015)

A data mining approach for classification of traffic violations types
by: Othman N.A.; Foozy C.F.M.; Mustapha A.; Mostafa S.A.; Palaniappan S.; Kashinath S.A.
Published: (2021)

Gender differences in gait features of healthy children
by: Zakaria N.K.; Jailani R.; Tahir N.M.
Published: (2015)

Superconducting and microstructure properties of Eu2O3 nanoparticles substitution in low density Bi(Pb)-2223 superconductor
by: Suhaimi N.E.; Hashim A.; Razali W.A.W.; Ibrahim N.; Saipuddin S.F.
Published: (2025)

Utilising Tiktok Features for Speech Communication
by: Tan K.H.; Rajendran A.; Philip B.; Alias J.; Saad S.M.; Mohamad Z.
Published: (2024)

SPORT COACH EDUCATION PROGRAMS: PERSPECTIVES AND FEATURES
by: Németh Z.; Shopulatov A.; Felder H.; Ridwan M.; Sobhkhiz A.; Basra M.A.B.A.; Setiawan E.; Abdulakhatov A.; Ahmedov F.
Published: (2024)

Superconducting and microstructure properties of Eu2O3 nanoparticles substitution in low density Bi(Pb)-2223 superconductor
by: Suhaimi, et al.
Published: (2025)

The classification of EEG-based winking signals: A transfer learning and random forest pipeline
by: Mahendra Kumar J.L.; Rashid M.; Musa R.M.; Mohd Razman M.A.; Sulaiman N.; Jailani R.; Abdul Majeed A.P.P.
Published: (2021)

Handwriting Image Classification for Automated Diagnosis of Learning Disabilities: A Review on Deep Learning Models and Future Directions
by: Sukiman S.A.; Husin N.A.; Hamdan H.; Murad M.A.A.
Published: (2024)

Doppler radar-based pothole sensing using spectral features in k-nearest neighbors
by: Asmadi M.A.D.; Zainuddin S.; Nasir H.M.; Isa I.S.M.; Rashid N.E.A.; Pasya I.
Published: (2025)

Estimating feature extraction changes of Berkelah Forest, Malaysia from multisensor remote sensing data using and object-based technique
by: Rozali S.; Abd Latif Z.; Adnan N.A.; Hussin Y.; Blackburn A.; Pradhan B.
Published: (2022)

Synthesis and in silico study of 2-furyl(4-{4-[(substituted)sulfonyl]benzyl}-1-piperazinyl)methanone derivatives as suitable therapeutic agents
by: Hussain G.; Abbasi M.A.; Aziz-ur-Rehman; Siddiqui S.Z.; Shah S.A.A.; Ashraf M.; Qurat-ul-Ain; Ahmad I.; Malik R.; Lodhi M.A.; Khan F.A.; Shahid M.; Fatima H.
Published: (2017)

4-(2-(1H-Benzo[d]imidazol-2-ylthio) acetamido)-N-(substituted phenyl)benzamides: Design, synthesis and biological evaluation
by: Tahlan S.; Ramasamy K.; Lim S.M.; Shah S.A.A.; Mani V.; Narasimhan B.
Published: (2019)

Enhancing software feature extraction results using sentiment analysis to aid requirements reuse
by: Raharjana I.K.; Aprillya V.; Zaman B.; Justitia A.; Fauzi S.S.M.
Published: (2021)

Identification of working memory status in children from EEG signal features using discrete wavelet transform
by: Azlan M.H.K.; Mansor W.; Yassin A.I.M.; Abidin N.A.Z.; Azhan M.N.M.; Jahidin A.H.; Rozlan M.F.R.M.; Mahmoodin Z.; Ali M.S.A.M.
Published: (2025)

A Novel Color Feature for the Improvement of Pigment Spot Extraction in Iris Images
by: Jabal M.F.A.; Abdullah A.N.H.; Najjar F.H.; Hamid S.; Khalid A.K.; Manan W.D.W.A.
Published: (2024)

Correction to: Application of deep learning and feature selection technique on external root resorption identification on CBCT images (BMC Oral Health, (2024), 24, 1, (252), 10.1186/s12903-024-03910-w)
by: Reduwan N.H.; Aziz A.A.; Razi R.M.; Abdullah E.R.M.F.; Nezhad S.M.M.; Gohain M.; Ibrahim N.
Published: (2025)

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework
by: Acharya U.R.; Akter A.; Chowriappa P.; Dua S.; Raghavendra U.; Koh J.E.W.; Tan J.H.; Leong S.S.; Vijayananthan A.; Hagiwara Y.; Ramli M.T.; Ng K.H.
Published: (2018)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
by: Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
Published: (2024)

Classification of RTV-coated porcelain insulator condition under different profiles and levels of pollution
by: Salem A.A.; Al-Gailani S.A.; Amer A.A.G.; Alsharef M.; Bajaj M.; Zaitsev I.; Ngah R.; Ghoneim S.S.M.
Published: (2024)

Homestay Recommender System Using Content-Based Filtering and K-Means Algorithm
by: Azman N.A.B.N.; Daud N.M.N.; Sabri N.M.; Abu Bakar N.A.A.
Published: (2024)

Power Quality Disturbances Classification Analysis Using EfficientNet Architecture
by: Zabidi, et al.
Published: (2024)