International Journal of Data Mining, Modelling and Management

2008 - 2025

From Inderscience Enterprises Ltd
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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

Volume 12, issue 4, 2020

Application of hyper-convergent platform for big data in exploring regional innovation systems pp. 365-385

Alexey Finogeev, Leyla A. Gamidullaeva and Sergey M. Vasin

Data modelling for large-scale social media analytics: design challenges and lessons learned pp. 386-414

Ahmet Arif Aydin and Kenneth M. Anderson

A new quantitative method for simplifying complex fuzzy cognitive maps pp. 415-427

Mamoon Obiedat, Ali Al-yousef, Mustafa Banikhalaf and Khairallah Al Talafha

The bootstrap procedure in classification problems pp. 428-446

Borislava Petrova Vrigazova and Ivan Ganchev Ivanov

A quest for better anomaly detectors pp. 447-458

Mehdi Soleymani

Volume 12, issue 3, 2020

Phish webpage classification using hybrid algorithm of machine learning and statistical induction ratios pp. 255-276

Hiba Zuhair and Ali Selamat

Proposal and study of statistical features for string similarity computation and classification pp. 277-307

E.O. Rodrigues, D. Casanova, M. Teixeira, V. Pegorini, F. Favarim, E. Clua, A. Conci and Panos Liatsis

Weighted LSTM for intrusion detection and data mining to prevent attacks pp. 308-329

Meryem Amar and Bouabid El Ouahidi

Extracting useful reply-posts for text forum threads summarisation using quality features and classification methods pp. 330-349

Akram Osman and Naomie Salim

Performance of authorship attribution classifiers with short texts: application of religious Arabic fatwas pp. 350-364

Mohammed Al-Sarem, Abdel-Hamid Emara and Ahmed Abdel Wahab

Volume 12, issue 2, 2020

Emotion mining from text for actionable recommendations detailed survey pp. 143-191

Jaishree Ranganathan and Angelina A. Tzacheva

Bees colonies for detecting communities evolution using data warehouse pp. 192-206

Yasmine Chaabani and Jalel Akaichi

A support architecture to MDA contribution for data mining pp. 207-236

Fatima Meskine and Safia Nait-Bahloul

A survey of term weighting schemes for text classification pp. 237-254

Abdullah Alsaeedi

Volume 12, issue 1, 2020

Proactive and reactive context reasoning architecture for smart web services pp. 1-27

Nawel Sekkal, Sidi Mohamed Benslimane, Michael Mrissa, Cheol Young Park and Boudjemaa Boudaa

Grey relational classification algorithm for software fault proneness with SOM clustering pp. 28-64

Aarti, Geeta Sikka and Renu Dhir

Intrusion detection using classification techniques: a comparative study pp. 65-86

Imad Bouteraa, Makhlouf Derdour and Ahmed Ahmim

An insight into application of big data analytics in healthcare pp. 87-117

Sravani Nalluri and R. Sasikala

Overlapping community detection with a novel hybrid metaheuristic optimisation algorithm pp. 118-139

Imane Messaoudi and Nadjet Kamel