International Journal of Data Analysis Techniques and Strategies

2008 - 2025

From Inderscience Enterprises Ltd
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Volume 17, issue 5, 2025

Abnormal accrual estimation: an automation data analysis technique pp. 1-18

Francesca Rossignoli and Nicola Tommasi

Volume 17, issue 1, 2025

Application of text mining analysis in understanding GameFi adoption pp. 1-19

Yimiao Zhang, Jing Ren, Wenting Liu and Ding Ding

Brain tumour detection and multi classification using GNB-based machine learning architecture pp. 20-35

Satish N. Gujar, Ashish Gupta, Sanjay Kumar P. Pingat, Rashmi Pandey, Atul Kumar, Deepak Gupta and Priya Pise

Machine learning made easy: a beginner's guide for causal inference and discovery methods using Python pp. 36-53

Irfan Saleem and Ali Irfan

Prediction of success factors for mobile application using machine learning technique pp. 54-64

Jyoti Deone, Nilima Dongre and Mohammad Atique

Nutritional cluster analysis of leguminous food sources across West Africa pp. 65-75

Donald Douglas Atsa'am, Gabriel Shimasaan Iorundu and Moses Terkula Ukeyima

Volume 16, issue 4, 2024

Novel approach for depression detection on Reddit post pp. 367-385

Tushtee Varshney, Sonam Gupta, Lipika Goel, Ishaan Saxena, Arjun Singh, Arun Kumar Yadav and Pradeep Gupta

Question optimisation: building quiz bowl tournament sets pp. 386-409

Kara L. Combs and Trevor J. Bihl

Establishing the significance of spiritual environment with the effects of herbals: an empirical approach on students' QoL in the South Asian continent pp. 410-461

Rohit Rastogi, Mamta Saxena, Richa Singh, Yati Varshney, Pranav Sharma and Vaibhav Aggarwal

Streamlining check processing: advancing Arabic handwriting verification with a CNN-based system pp. 462-486

Hamza Benyezza, Reda Kara, Mounir Bouhedda, Mosaab Benhadjer, Patrice Wira and Samia Rebouh

A machine learning-based food recommendation system with nutrition estimation pp. 487-507

Anupama Nandeppanavar, Medha Kudari, Prasanna Bammigatti and Kaveri Vakkund

Volume 16, issue 3, 2024

Integrated cyber security risk management-insurance and investment cost analysis pp. 223-261

Thomas (Yew Sing) Lee

CEVAB: NIR-VIS face recognition using convolutional encoder-based visual attention block pp. 262-281

Patil Jayashree Madhukar, P.M. Ashok Kumar and R. Anitha

Boosting CNN network performance for face recognition in an authentication system pp. 282-310

Hamza Benyezza, Reda Kara, Mounir Bouhedda, Zine Eddine Safar Zitoun and Samia Rebouh

Optimising IPL squad composition: a mathematical framework for efficient team selection on a limited budget in a multi-criteria, multi-objective environment pp. 311-340

Pabitra Kumar Dey, Abhijit Banerjee and Dipendra Nath Ghosh

Sentiment analysis of customer reviews for Algerian dialect using the DziriBERT model pp. 341-362

Fateh Bougamouza and Samira Hazmoune

Volume 16, issue 2, 2024

A study of stellar evolution based on structural equation modelling of stellar parameters pp. 105-125

Sushovon Jana and Chandranath Pal

A medical device distribution network design strategic planning process and optimisation model pp. 126-161

Renato de Matta, Tan Miller and Emmanuel Peters

Construct modelling, statistical analysis and empirical validation using PLS-SEM: a step-by-step guide of the analysis procedure pp. 162-180

Sushant Kr. Vishnoi, Smriti Mathur, Teena Bagga, Abhishek Singhal, Pankaj Rawal, Sanjeev Sharma and Rajesh Yadav

An intelligent social protection service beneficiary selection scheme using machine learning and a mobile application for social safety net program pp. 181-206

Md. Zanea Alam and Mahfuzulhoq Chowdhury

FESSARec: explaining course recommendations using fuzzy expert system and self-attention pp. 207-221

Mehbooba P. Shareef, Babita Roslind and Jimson Mathew

Volume 16, issue 1, 2024

Sentiment analysis of Twitter data using machine learning: COVID-19 perspective pp. 1-16

Shobhit Srivastava, Mrinal Kanti Sarkar and Chinmay Chakraborty

Modelling the critical success factors of software development freelancing using an intuitionistic fuzzy DEMATEL approach pp. 17-31

Dharyll Prince Mariscal Abellana

Analysis of machine learning's performance in stock market prediction, compared to traditional technical analysis indicators pp. 32-46

Mohammed Bouasabah

A user friendly anger and anxiety disorder prediction scheme using machine learning and a mobile application for mental healthcare pp. 47-81

Mohammad Salah Uddin and Mahfuzulhoq Chowdhury

Text mining on social media data: a systematic literature review pp. 82-104

Sarah Bukhari and Muhammad Ramzan

Volume 15, issue 3, 2023

Data analytics and artificial intelligence in e-marketing: techniques, best practices and trends pp. 147-178

Andrew F. Ward, Mage Marmol, David Lopez-Lopez, Patricia Carracedo and Angel A. Juan

Pre-processing of ECG signal based on ANF and ICA: a comparison pp. 179-197

Varun Gupta, Parvin Kumar, Sourav Diwania, Nitin Kumar Saxena and Natwar Singh Rathore

An intelligent timestamp data manipulation methodology for customer level resource efficient short-term electric load forecasting pp. 198-216

Ali Waqas, Muhammad Saleem, Abdul Khaliq and Amanullah Yasin

Depression detection using semantic representation based semi-supervised deep learning pp. 217-237

Gaurav Kumar Gupta and Dilip Kumar Sharma

Food recognition using enhanced squirrel search optimisation algorithm and convolutional neural network pp. 238-254

Megha Chopra and Archana Purwar

Volume 15, issue 1/2, 2023

Analysis of PCS-QoL to investigate the holistic health for sustainable way of living in smart cities of 21st century pp. 4-40

Rohit Rastogi, Rohan Tyagi, Tribhuvan Mishra, Vaishnavi Mishra and Utkarsh Pratap Shahi

Effect of noise uncertainty during spectrum sensing for cognitive radio ad hoc networks pp. 41-56

Debabrata Dansana and Prafulla Kumar Behera

Improving the accuracy of real field pomegranate fruit diseases detection and visualisation using convolution neural networks and grad-CAM pp. 57-75

Vaishali Nirgude and Sheetal Rathi

The impact of online trading from a personal and technical perspective on trade stocks in emerging markets pp. 76-96

Abdulrhman M. Alshareef and Mohammed Khojah

Prognosis of urban environs using time series analysis for preventing overexploitation using artificial intelligence pp. 97-115

S. Shitharth, Hariprasath Manoharan, Lakshmi Narayanan, Takkedu Malathi, S. Vatchala and Kommu Gangadhara Rao

Study of Python libraries for NLP pp. 116-128

Anand Khandare, Nipun Agarwal, Amruta Bodhankar, Ankur Kulkarni and Ishaan Mane

Using free open-source tools for text visualisation over unstructured corpus effectively pp. 129-146

Gowri R. Choudhary and Iti Sharma

Volume 14, issue 2, 2022

Inequalities in the geographic distribution of chronic diseases in Brazil: an index methodology pp. 89-104

Simone Maria Da Silva Lima, Caroline Maria De Miranda Mota and Danielle Freitas Santos Marinho

Machine learning-based sentiment analysis of Gujarati reviews pp. 105-121

Parita Shah and Priya Swaminarayan

A machine learning-based approach to predict university students' depression pattern and mental healthcare assistance scheme using Android application pp. 122-139

Abu Bakkar Siddique and Mahfuzulhoq Chowdhury

Recognition of online handwritten Telugu stroke by detected dominant points using curvature estimation pp. 140-158

Srilakshmi Inuganti and R. Rajeshwara Rao

Long-term corporate social responsibility agenda considering climate change policy and conservation of forest - an exploratory analysis of Kerala-based companies pp. 159-168

Rajesh Veluthan

Volume 14, issue 1, 2022

Detection of stragglers and optimal rescheduling of slow running tasks in big data environment using LFCSO-LVQ classifier and enhanced PSO algorithm pp. 1-21

Hetal A. Joshiara, Chirag S. Thaker, Sanjay M. Shah and Darshan B. Choksi

Location and time factors' effect on types of traffic accident in Kuwait pp. 22-31

Sharaf AlKheder, Fahad AlRukaibi and Ahmad Aiash

An ECOSVS-based support vector machine for network anomaly detection pp. 32-54

Meenal Jain and Vikas Saxena

Is matching in different situations equally applicable for impact evaluation studies when using observational data? pp. 55-78

Apsara Karki Nepal, Ghulam Muhammad Shah and Farid Ahmad

Heywood cases: possible causes and solutions pp. 79-88

Rayees Farooq

Volume 13, issue 3, 2021

Improving sentiment analysis using preprocessing techniques and lexical patterns pp. 171-185

Stefano Cagnoni, Laura Ferrari, Paolo Fornacciari, Monica Mordonini, Laura Sani and Michele Tomaiuolo

Rough set-based attribute reduction and decision rule formulation for marketing data pp. 186-206

Murchhana Tripathy, Anita Panda and Santilata Champati

A methodical evaluation of classifiers in predicting academic performance for a multi-class approach pp. 207-226

A. Princy Christy and N. Rama

Improving the predictive ability of multivariate calibration models using support vector data description pp. 227-243

Walid Gani

Microarray cancer classification using feature extraction-based ensemble learning method pp. 244-263

Anita Bai and Swati Hira

Volume 13, issue 1/2, 2021

Efficient data clustering algorithm designed using a heuristic approach pp. 3-14

Poonam Nandal, Deepa Bura and Meeta Singh

Bayesian consensus clustering with LIME for security in big data pp. 15-35

S. Balamurugan and M. Thangaraj

Semantic integration of traditional and heterogeneous data sources (UML, XML and RDB) in OWL2 triplestore pp. 36-58

Oussama El Hajjamy, Hajar Khallouki, Larbi Alaoui and Mohamed Bahaj

Sentiment classification of review data using sentence significance score optimisation pp. 59-71

Ketan Kumar Todi, S.N. Muralikrishna and B. Ashwath Rao

Evaluating information criteria in latent class analysis: application to identify classes of breast cancer dataset pp. 72-87

Abdallah Abarda, Mohamed Dakkon, Khawla Asmi and Youssef Bentaleb

Improving social media engagements on paid and non-paid advertisements: a data mining approach pp. 88-106

Jen-Peng Huang and Genesis Sembiring Depari

Towards knowledge warehousing: application to smart housing pp. 107-127

Hadjer Moulai and Habiba Drias

Road signs recognition: state-of-the-art and perspectives pp. 128-150

Btissam Bousarhane, Saloua Bensiali and Driss Bouzidi

Combining planning and learning for context aware service composition pp. 151-169

Tarik Fissaa, Mahmoud El Hamlaoui, Hatim Guermah, Hatim Hafiddi and Mahmoud Nassar