International Journal of Data Analysis Techniques and Strategies

2008 - 2026

From Inderscience Enterprises Ltd
Bibliographic data for series maintained by Sarah Parker ().

Access Statistics for this journal.
Is something missing from the series or not right? See the RePEc data check for the archive and series.

Volume 18, issue 1, 2026

Application of generalised regression neural network for financial time series forecasting: a comprehensive comparison with autoregressive integrated moving average pp. 1-24

Hoang Duc Le and Ke Nghia Nguyen

Using the BIRCH algorithm and affinity propagation, an advanced descriptor for video processing pp. 25-40

Jayanta Mondal, Jitendra Pramanik, Satyajit Pattnaik and Bijay Kumar Paikaray

Design a modern scheme for machine learning-based detection of image forgery pp. 41-56

Emir Mahmood Kalik and Ayad Hasan Adhab

Development of G-causality by utilising hybridisation of bootstrap method for assessing tourism impacts in Malaysia pp. 57-81

Anton Abdulbasah Kamil and Muhamad Safiih Lola

Prediction model for AQI through Indian Vedic science: knowledge management technique to control pollution and for sustainable society pp. 82-106

Rohit Rastogi, Saransh Chauhan, Yash Rastogi, Vaibhav Aggarwal, Utkarsh Agrawal and Richa Singh

Volume 17, issue 5, 2025

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

Francesca Rossignoli and Nicola Tommasi

Volume 17, issue 3, 2025

Analysis of online transaction using data analytics framework pp. 177-195

Md Nurul Islam, Iqbal Hasan, Shahla Tarannum and S.M.K. Quadri

A cross-sectional analysis of severe SARS cases evolution in a Brazilian municipality using data mining techniques pp. 196-215

Silvano Herculano da Luz Júnior, Willian Farias Carvalho Oliveira, Luis Cesar de Albuquerque Neto, Hugo Araujo Souza and Yúri Faro Dantas de Sant'Anna

Emoji translation for sentiment analysis in Algerian Arabic dialect pp. 216-237

Samira Hazmoune and Fateh Bougamouza

An empirical examination of classification algorithms and resampling strategies for dealing with imbalanced datasets: a comparative analysis pp. 238-253

Himani S. Deshpande and Leena Ragha

Improving public health outcomes through accurate UV index forecasting: ARIMA and ANN approach in Songkhla Province pp. 254-277

Korakot Wichitsa-nguan Jetwanna, Orathai Yongseng, Supanan Kongmee, Tanongsak Sukyareak, Wasun Bunyod, Chidchanok Choksuchat, Nuntouchaporn Prateepausanont and Thanathip Limna

Volume 17, issue 2, 2025

Tackling data sparsity: a hybrid filtering paradigm for robust recommender systems pp. 77-106

G. Umarani Srikanth, Lijetha C. Jaffrin, Sushmitha Srikanth and Shyam Ramesh

Enhancing healthcare predictions with deep learning: insights from image datasets pp. 107-120

Wan Aezwani Wan Abu Bakar, Muhammad Amierusyahmi Bin Zuhairi, Mustafa Bin Man and Nur Laila Najwa Bt Josdi

A data analytics approach to improve the international supply of metal inputs in the metal-mechanical sector in Colombia pp. 121-139

Lina M. Lozano-Suarez, Fabian A. Torres-Cardenas and Eduardo Rangel Díaz

Adaptive parking demand prediction using discrete time based dynamic Markov chain pp. 140-159

Semeneh Hunachew Bayih and Surafel Lulseged Tilahun

Jasminum Grandiflorum flower images classification: deep learning and transfer learning models with the influence of preprocessing via contours and convex hull in Agritech 4.0 pp. 160-175

A. Anushya, Savita Shiwani and Ayush Shrivastava

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 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