International Journal of Data Mining, Modelling and Management

2008 - 2026

From Inderscience Enterprises Ltd
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Volume 15, issue 4, 2023

A novel taxonomy of natural disasters based on casualty and consequence using hierarchical clustering pp. 313-330

Donald Douglas Atsa'am, Frank Adusei-Mensah, Oluwafemi Samson Balogun, Temidayo Oluwatosin Omotehinwa, Oluwaseun Alexander Dada, Richard Osei Agjei and Samuel Nii Odoi Devine

Detection of terrorism's apologies on Twitter using a new bi-lingual dataset pp. 331-354

Khaled Bedjou and Faical Azouaou

Weighted edge sampling for static graphs pp. 355-368

Muhammad Irfan Yousuf and Raheel Anwar

Using data mining to integrate recency-frequency-monetary value analysis and credit scoring methods for bank customer behaviour analysis pp. 369-392

Mohammad Khanbabaei, Pantea Parsi and Najmeh Farhadi

A comparative study of supervised/unsupervised machine learning algorithms with feature selection approaches to predict student performance pp. 393-409

Alaa Khalaf Hamoud, Ali Salah Alasady, Wid Akeel Awadh, Jasim Mohammed Dahr, Mohammed B.M. Kamel, Aqeel Majeed Humadi and Ihab Ahmed Najm

Volume 15, issue 3, 2023

Hierarchical++: improving the hierarchical clustering algorithm pp. 223-239

Wallace Anacleto Pinheiro and Ana Bárbara Sapienza Pinheiro

A new process for healthcare big data warehouse integration pp. 240-254

Nouha Arfaoui

Designing a model for selecting, ranking and optimising service quality indicators using meta-heuristic algorithms pp. 255-274

Behnam Khamoushpour, Abbas Sheikh Aboumasoudi, Arash Shahin and Shakiba Khademolqorani

An ABC approach for depression signs on social networks posts pp. 275-296

Amina Madani, Fatima Boumahdi, Anfel Boukenaoui, Mohamed Chaouki Kritli, Asma Ghribi, Fatma Limani and Hamza Hentabli

A constraint programming approach for quantitative frequent pattern mining pp. 297-311

Mohammed El Amine Laghzaoui and Yahia Lebbah

Volume 15, issue 2, 2023

Big data visual exploration as a recommendation problem pp. 133-153

Moustafa Sadek Kahil, Abdelkrim Bouramoul and Makhlouf Derdour

An optimisation approach for determining the efficiency of vital medical devices in intensive care units with COVID-19 patients using Apriori algorithm pp. 154-168

Abasat Mirzaei, Fatemeh Hoseini and Mehrshad Lalinia

Identification of relevant features influencing movie reviews using sentiment analysis pp. 169-183

Isha Gupta, Indranath Chatterjee and Neha Gupta

Churn prediction in telecommunication sector with machine learning methods pp. 184-202

Ayşe Şenyürek and Selçuk Alp

Mining association rules for classification using frequent generator itemsets in arules package pp. 203-221

Makhlouf Ledmi, Mohammed El Habib Souidi, Michael Hahsler, Abdeldjalil Ledmi and Chafia Kara-Mohamed

Volume 15, issue 1, 2023

A deep-learning approach to game bot identification via behavioural features analysis in complex massively-cooperative environments pp. 1-29

Alfredo Cuzzocrea, Fabio Martinelli and Francesco Mercaldo

Application of rule-based data mining in extracting the rules from the number of patients and climatic factors in instantaneous to long-term spectrum pp. 30-52

Sima Hadadian, Zahra Naji-Azimi, Nasser Motahari Farimani and Behrouz Minaei-Bidgoli

Capturing uncertainties through log analysis using DevOps pp. 53-78

Rajeev Kumar Gupta, Arti Jain, Ruchika Kumar and R.K. Pateriya

Adaptable address parser with active learning pp. 79-101

You-Xuan Lin

Optimising data quality of a data warehouse using data purgation process pp. 102-131

Neha Gupta

Volume 14, issue 4, 2022

Recommendation system for improving churn rate based on action rules and sentiment mining pp. 287-308

Yuehua Duan and Zbigniew W. Ras

Detecting and exploiting symmetries in sequential pattern mining pp. 309-334

Ikram Nekkache, Said Jabbour, Nadjet Kamel and Lakhdar Sais

Comparison of harmony search derivatives for artificial neural network parameter optimisation: stock price forecasting pp. 335-357

Mehmet Özçalıcı, Ayşe Tuğba Dosdoğru, Aslı Boru İpek and Mustafa Göçken

Prediction of air pollution and analysis of its effects on the pollution dispersion of PM 10 in Egypt using machine learning algorithms pp. 358-371

Wael K. Hanna, Rasha Elstohy and Nouran M. Radwan

Ontology and web usage mining for website maintenance pp. 372-400

Khaled Benali

Volume 14, issue 3, 2022

Comparing text corpora via topic modelling pp. 203-216

Fedor Krasnov, Mikhail Shvartsman and Alexander Dimentov

Synergistic effects between data corpora properties and machine learning performance in data pipelines pp. 217-233

Roberto Bertolini and Stephen J. Finch

Detecting cyberbullying in Spanish texts through deep learning techniques pp. 234-247

Paúl Cumba-Armijos, Diego Riofrío-Luzcando, Verónica Rodríguez-Arboleda and Joe Carrión-Jumbo

Nonlinear gradient-based feature selection for precise prediction of diseases pp. 248-268

Sadaf Kabir and Leily Farrokhvar

Data analytics for gross domestic product using random forest and extreme gradient boosting approaches: an empirical study pp. 269-286

Elsayed A.H. Elamir

Volume 14, issue 2, 2022

Developing a machine learning framework to determine the spread of COVID-19 in the USA using meteorological, social, and demographic factors pp. 89-109

Akash Gupta and Amir Gharehgozli

Time-series gradient boosting tree for stock price prediction pp. 110-125

Kei Nakagawa and Kenichi Yoshida

Suggestion and solution of a mathematical model for determining effective routes in football pp. 126-148

Kenan Mengüç and Tarık Küçükdeniz

A comprehensive review of deep learning for natural language processing pp. 149-182

Amal Bouraoui, Salma Jamoussi and Abdelmajid Ben Hamadou

Emotions recognition in synchronic textual CSCL situations pp. 183-202

Germán Lescano, Rosanna Costaguta and Analía Amandi

Volume 14, issue 1, 2022

Investigation of contraction process issue in fuzzy min-max models pp. 1-14

Essam Alhroob, Mohammed Falah Mohammed, Fadhl Hujainah, Osama Nayel Al Sayaydeh and Ngahzaifa Ab Ghani

Plagiarism detection of figure images in scientific publications pp. 15-29

Taiseer Abdalla Elfadil Eisa

Arabic text semantic-based query expansion pp. 30-40

Nuhu Yusuf, Mohd Amin Mohd Yunus, Norfaradilla Wahid, Aida Mustapha, Nazri Mohd Nawi and Noor Azah Samsudin

A hybrid feature selection method combining Gini index and support vector machine with recursive feature elimination for gene expression classification pp. 41-62

Talal Almutiri and Faisal Saeed

Fast parallel computation of PageRank scores with improved convergence time pp. 63-88

Hema Dubey and Nilay Khare

Volume 13, issue 4, 2021

New perspectives on deep neural networks in decision support in surgery pp. 317-336

Konstantin Savenkov, Vladimir Gorbachenko and Anatoly Solomakha

Modelling and visualising emotions in Twitter feeds pp. 337-350

Satish M. Srinivasan, Ruchika Chari and Abhishek Tripathi

Investigating the impact of preprocessing on document embedding: an empirical comparison pp. 351-363

Nourelhouda Yahi, Hacene Belhadef and Mathieu Roche

Application of structural equation modelling in Iranian tourism researches: challenges and guidelines pp. 364-387

Seyyed Mohammad Mirtaghian Rudsari and Naji Gharibi

Pursuing efficient data stream mining by removing long patterns from summaries pp. 388-409

Po-Jen Chuang and Yun-Sheng Tu

Volume 13, issue 3, 2021

Long text to image converter for financial reports pp. 211-230

Chia-Hao Chiu, Yun-Cheng Tsai and Ho-Lin Chen

Modelling attrition to know why your employees leave or stay pp. 231-253

Sachin Deshmukh, Seema Sant and Neerja Kashive

Association rules in mobile game operation pp. 254-267

Muning Chang

A multivariate copula-based SUR probit model: application to insolvency probability of enterprises pp. 268-282

Paravee Maneejuk, Chalerm Jaitang and Woraphon Yamaka

E-learning process through text mining for academic literacy pp. 283-298

Maira Alejandra Pulgarín Rodríguez, Bárbara Maricely Fierro Chong and Erica María Ossa Taborda

Hedging agriculture commodities futures with histogram data: a Markov switching volatility and correlation model pp. 299-315

Woraphon Yamaka, Pichayakone Rakpho and Paravee Maneejuk

Volume 13, issue 1/2, 2021

An enhanced cooperative method to solve multiple-sequence alignment problem pp. 1-16

Lamiche Chaabane

A formal theoretical framework for a flexible classification process pp. 17-36

Ismaïl Biskri and Mohamed Hassani

Graph-based cumulative score using statistical features for multilingual automatic text summarisation pp. 37-64

Abdelkrime Aries, Djamel Eddine Zegour and Walid Khaled Hidouci

An ontology-based modelling and reasoning for alerts correlation pp. 65-80

Tayeb Kenaza

Convolutional neural network with stacked autoencoders for predicting drug-target interaction and binding affinity pp. 81-113

Meriem Bahi and Mohamed Batouche

Efficient deployment approach of wireless sensor networks on 3D terrains pp. 114-136

Mostefa Zafer, Mustapha Reda Senouci and Mohamed Aissani

Recommendation of items using a social-based collaborative filtering approach and classification techniques pp. 137-159

Lamia Berkani

Distributed heterogeneous ensemble learning on Apache Spark for ligand-based virtual screening pp. 160-191

Karima Sid and Mohamed Batouche

Hash-processing of universal quantification-like queries dealing with requirements and prohibitions pp. 192-210

Noussaiba Benadjimi and Khaled-Walid Hidouci