International Journal of Data Mining, Modelling and Management

2008 - 2026

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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

Volume 11, issue 4, 2019

A new network-based approach to investigating neurological disorders pp. 315-349

Francesco Cauteruccio, Paolo Lo Giudice, Giorgio Terracina, Domenico Ursino, Nadia Mammone and Francesco Carlo Morabito

Fast parallel PageRank technique for detecting spam web pages pp. 350-365

Nilay Khare and Hema Dubey

Tuning parameters via a new rapid, accurate and parameter-less method using meta-learning pp. 366-390

Alireza Hekmatinia, Ali Mohammadi Shanghooshabad, Mohammad Mahdi Motevali and Mehrdad Almasi

Analysing sentiments based on multi feature combination with supervised learning pp. 391-416

Monalisha Ghosh and Goutam Sanyal

Volume 11, issue 3, 2019

Allegories for database modelling pp. 209-234

Bartosz Zieliński, Paweł Maślanka and Ścibor Sobieski

A grammar-based approach for XML schema extraction and heterogeneous document integration pp. 235-258

Prudhvi Janga and Karen C. Davis

Towards a comparative evaluation of text-based specification formalisms and diagrammatic notations pp. 259-283

Kobamelo Moremedi and John Andrew Van Der Poll

Effective and efficient distributed management of big clinical data: a framework pp. 284-313

Alfredo Cuzzocrea, Giorgio Mario Grasso and Massimiliano Nolich

Volume 11, issue 2, 2019

Sample selection algorithms for credit risk modelling through data mining techniques pp. 103-128

Eftychios Protopapadakis, Dimitrios Niklis, Michalis Doumpos, Anastasios Doulamis and Constantin Zopounidis

A flexible architecture for the pre-processing of solar satellite image time series data - the SETL architecture pp. 129-143

Carlos Roberto Silveira Junior, Marilde Terezinha Prado Santos and Marcela Xavier Ribeiro

EFP-tree: an efficient FP-tree for incremental mining of frequent patterns pp. 144-166

Razieh Davashi and Mohammad-Hossein Nadimi-Shahraki

Human activity recognition based on interaction modelling pp. 167-188

T. Subetha and S. Chitrakala

Using implicitly and explicitly rated online customer reviews to build opinionated Arabic lexicons pp. 189-203

Mohammad Daoud

Volume 11, issue 1, 2019

An innovative and efficient method for Twitter sentiment analysis pp. 1-18

Hima Suresh and Gladston Raj. S

A new development of an adaptive X − R control chart under a fuzzy environment pp. 19-44

Hamed Sabahno, Seyed Meysam Mousavi and Amirhossein Amiri

Can market indicators forecast the port throughput? pp. 45-63

Aylin Caliskan and Burcu Karaöz

Analysis of a performability model for the BRT system pp. 64-86

Renata Dantas, Jamilson Dantas, Gabriel Alves and Paulo Maciel

Deciphering published articles on cyberterrorism: a latent Dirichlet allocation algorithm application pp. 87-101

Las Johansen Balios Caluza

Volume 10, issue 4, 2018

Prototype-based classification and error analysis under bootstrapping strategy pp. 293-313

Doosung Hwang and Youngju Son

A new method for behavioural-based malware detection using reinforcement learning pp. 314-330

Sepideh Mohammadkhani and Mansour Esmaeilpour

Efficient spatial query processing for KNN queries using well organised net-grid partition indexing approach pp. 331-352

K. Geetha and A. Kannan

Tree-based text stream clustering with application to spam mail classification pp. 353-370

Phimphaka Taninpong and Sudsanguan Ngamsuriyaroj

Volume 10, issue 3, 2018

Machine learning for water bodies identification from satellite images pp. 209-228

Konstantinos Kontos and Manolis Maragoudakis

To identify the usage of clustering techniques for improving search result of a website pp. 229-249

Shashi Mehrotra, Shruti Kohli and Aditi Sharan

ABCD: agent based model for document classification pp. 250-268

Abdurrahman A. Nasr

Improving the efficacy of clustering by using far enhanced clustering algorithm pp. 269-292

Bikram Keshari Mishra and Amiya Kumar Rath

Volume 10, issue 2, 2018

Mining hidden opinions from objective sentences pp. 113-126

Farek Lazhar

Topical document clustering: two-stage post processing technique pp. 127-170

Poonam Goyal, N. Mehala, Divyansh Bhatia and Navneet Goyal

Support vector machines for credit risk assessment with imbalanced datasets pp. 171-187

Sihem Khemakhem and Younes Boujelbene

An efficient context-aware agglomerative fuzzy clustering framework for plagiarism detection pp. 188-208

Anirban Chakrabarty and Sudipta Roy

Volume 10, issue 1, 2018

Interval graph mining pp. 1-22

Amina Kemmar, Yahia Lebbah and Samir Loudni

A social network analysis based approach to extracting knowledge patterns about innovation geography from patent databases pp. 23-72

Massimiliano Ferrara, Diego Fosso, Davide LanatÃ, Roberto Mavilia and Domenico Ursino

Association rules mining using cuckoo search algorithm pp. 73-88

Rasha A. Mohammed and Mehdi G. Duaimi

An adaptive and interactive recommendation model for consumers' behaviours prediction pp. 89-111

Mohamed Ramzi Haddad and Hajer Baazaoui