International Journal of Data Mining, Modelling and Management

2008 - 2026

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Volume 18, issue 3, 2026

Predicting stock prices using state-of-art machine learning models with enhanced feature representation and momentum indicator selection pp. 215-239

Haoyu Wang, Dejun Xie and Yujian Liu

Differential gene expression analysis across phloem parenchyma and companion cell in Arabidopsis thaliana leaf pp. 240-256

Reema Joshi, Prayakhi Emee Dutta and Rosy Sarmah

D-HUP Tree: distributed HUP tree for scalable high utility itemset mining pp. 257-273

Chintan Rajput, Mathe John Kenny Kumar and Dipti P. Rana

Hybrid kernel support vector penalised regression model for forewarning pest incidence using weather variables pp. 274-302

N. Naranammal and S.R. Krishna Priya

Advancements in mental health diagnosis: leveraging delta feature extraction framework and PSWA ensemble for motion data analysis pp. 303-325

S. Annapoorani and M. Lakshmi

Volume 18, issue 2, 2026

Entity resolution: a novel graph embedding approach using RandomDeep pp. 91-119

Nour Mekki, Djamel Berrabah and Abdelhamid Malki

Context-specific multi-class data analytics for improving online conversation through deep learning pp. 120-136

K. Dhanasekaran, T. Nadana Ravishankar, S.B. Goyal and Sardar M.N. Islam

MoDA-TL - monitoring domestic animals using convolutional neural networks and transfer learning pp. 137-157

Alex Almeida do Amaral, Raimundo Valter Costa Filho and Mário Wedney de Lima Moreira

Analysis of the debt status of households in poor areas based on economic capital using two-class boosted decision tree pp. 158-179

Pita Jarupunphol, Wipawan Buathong and Suthasinee Kuptabut

ATESA: audio text emotion and sentiment analyser - a sentiment and emotion analysis tool based on deep learning methods pp. 180-214

Pallavi Shukla, Rakesh Kumar, Vijay Kumar Dwivedi and Ashutosh Kumar Singh

Volume 18, issue 1, 2026

Profiling cryptocurrency influencers on social media: a comparative study using SetFit and DistilBERT pp. 1-14

Rebeh Imane Ammar Aouchiche, Fatima Boumahdi, Mohamed Abdelkarim Remmide and Amina Guendouz

Satellite image classification using deep learning model-ResNet pp. 15-33

Pranali Kosamkar, Vrushali Kulkarni, Abdulrahim Shaikh, Geetika Agarwal and Inderjeet Balotia

Machine learning pipeline with an optimal feature set in the stage-wise diagnosis of hepatitis C virus pp. 34-55

Shirina Samreen

Exploring solar activity dynamics: nonparametric change point analysis of sunspot and umbra areas pp. 56-81

Sushovon Jana and Chandranath Pal

Recognition of critical built-up areas located on high-hill slope regions using decision tree technique pp. 82-90

B.G. Kodge

Volume 17, issue 3, 2025

Analysing and forecasting COVID-19 vaccination - evidence from a Native American community in North Carolina, USA pp. 245-271

Xin Zhang, Zhixin Kang, Guanlin Gao and Xinyan Shi

Ensemble model with improved DCNN for big data classification by handling class imbalance problem pp. 272-295

Shini Lawrance and J.R. Jeba

Identifying immoral posts on social media platforms: a review pp. 296-333

Bibi Saqia, Khairullah Khan and Atta Ur Rahman

Multi-document text summarisation using DL-BILSTM model with hybrid algorithms pp. 334-363

Jyotirmayee Rautaray, Sangram Panigrahi and Ajit Kumar Nayak

Sentiment analysis on customer reviews in Indonesian marketplace using natural language processing (a case study of organic face mask) pp. 364-381

Nur Izzaty, Adelia Shinta, Riski Arifin and Sri Rahmawati

Volume 17, issue 2, 2025

An approach to improve the healthcare purchase decision: an application in a healthcare centre in Türkiye pp. 127-141

Sena Kumcu and Bahar Özyörük

A review on breast cancer detection using machine learning techniques pp. 142-164

Sowjanya Yerramaneni and Sudheer K. Reddy

Analysis and evaluation of business process management tools and techniques in the Industry 4.0 pp. 165-199

Hari Lal Bhaskar

Training an artificial neural network for an effective PCB defect detection pp. 200-216

Blanka Bártová and Vladislav Bína

Ensemble of large self-supervised transformers for improving speech emotion recognition pp. 217-244

Mrunal Prakash Gavali and Abhishek Verma

Volume 17, issue 1, 2025

Sorting paired points: a dissimilarity measure based on sorting of series pp. 1-25

Wallace Anacleto Pinheiro, Ricardo Q.A. Fernandes and Ana Bárbara Sapienza Pinheiro

Enhancing link prediction in dynamic social networks: a novel algorithm integrating global and local topological structures pp. 26-53

Shambhu Kumar, Arti Jain and Dinesh C.S. Bisht

A frequent itemset generation approach in data mining using transaction-labelling dynamic itemset counting method pp. 54-74

Ambily Balaram and Nedunchezhian Raju

Comparative analysis of distance measures in stock network construction and cluster analysis pp. 75-102

Serkan Alkan

Ensemble learning models for predicting the gaming addiction behaviours of adolescents pp. 103-125

Nongyao Nai-arun and Warachanan Choothong

Volume 16, issue 4, 2024

A novel LWT-based robust watermark strategy for colour images pp. 359-373

Prachee Dewangan, Debabala Swain and Monalisa Swain

Discrete cuckoo search for 0-1 knapsack problem pp. 374-396

Aziz Ouaarab

Mapping the trajectory of sustainable finance research: an analysis using bibliometric approach pp. 397-419

Puja Kaura and Ajay Kumar

Detecting driver mutations in colorectal cancer through big data analysis pp. 420-442

Amna Amin Sethi, Saad Khan, Fatima Hashmi and Saim Ali Akber

Early stage analysis of breast cancer using intelligent system pp. 443-454

Arpita Nath Boruah and Mrinal Goswami

Volume 16, issue 3, 2024

A comparative analysis of user attitudes towards ICO and IEO in blockchain projects: insights from social media big data pp. 245-267

Shengjuan Zhao and Gyoogun Lim

An irregular CLA-based novel frequent pattern mining approach pp. 268-292

Moumita Ghosh, Sourav Mondal, Harshita Moondra, Dina Tri Utari, Anirban Roy and Kartick Chandra Mondal

Improving intrusion detection in the IoT with African vultures optimisation algorithm-based feature selection pp. 293-325

Mohammed Alweshah, Ghadeer Ahmad Alhebaishan, Sofian Kassaymeh, Saleh Alkhalaileh and Mohammed Ababneh

A node sets based fast and scalable frequent itemset algorithm for mining big data using map reduce paradigm pp. 326-343

B. Sivaiah and R. Rajeswara Rao

Data mining techniques along with fuzzy logic control to find solutions to road traffic accidents: case study in Morocco pp. 344-357

Halima Drissi Touzani, Sanaa Faquir and Ali Yahyaouy

Volume 16, issue 2, 2024

Chatbots and ChatGPT: a bibliometric analysis and systematic review of publications in Web of Science and Scopus databases pp. 113-147

Hamed Khosravi, Mohammad Reza Shafie, Morteza Hajiabadi, Ahmed Shoyeb Raihan and Imtiaz Ahmed

Clustering-based multidimensional sequential pattern mining of semantic trajectories pp. 148-175

Thouraya Sakouhi and Jalel Akaichi

Intrusion detection system using statistical query tree with hierarchical clustering approach pp. 176-195

P.V.N. Rajeswari and M. Shashi

Effect of various factors on classification performance of ordinal logistic regression pp. 196-208

Ali Vasfi Ağlarcı and Cengiz Bal

Data-driven journey: a data management paradigm-centric review and data mesh capabilities pp. 209-243

Kamel Abdellaoui, Mohamed Ali Hadj Taieb, Rafik Mahjoubi and Mohamed Ben Aouicha

Volume 16, issue 1, 2024

Developing a data pipeline solution for big data processing pp. 1-22

Ivona Lipovac and Marina Bagić Babac

Hybrid classifier model for big data by leveraging map reduce framework pp. 23-48

V. Sitharamulu, K. Rajendra Prasad, K. Sudheer Reddy, A.V. Krishna Prasad and M. Venkat Dass

K-means and DBSCAN for look-alike sound-alike medicines issue pp. 49-65

Souad Moufok, Anas Mouattah and Khalid Hachemi

HARUIM: high average recent utility itemset mining pp. 66-100

Mathe John Kenny Kumar and Dipti Rana

An empirical approach towards detection of tuberculosis using deep convolutional neural network pp. 101-112

Syed Azeem Inam, Daniyal Iqbal, Hassan Hashim and Mansoor Ahmed Khuhro