International Journal of Data Analysis Techniques and Strategies

2008 - 2025

From Inderscience Enterprises Ltd
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Volume 13, issue 3, 2021

Improving sentiment analysis using preprocessing techniques and lexical patterns pp. 171-185

Stefano Cagnoni, Laura Ferrari, Paolo Fornacciari, Monica Mordonini, Laura Sani and Michele Tomaiuolo

Rough set-based attribute reduction and decision rule formulation for marketing data pp. 186-206

Murchhana Tripathy, Anita Panda and Santilata Champati

A methodical evaluation of classifiers in predicting academic performance for a multi-class approach pp. 207-226

A. Princy Christy and N. Rama

Improving the predictive ability of multivariate calibration models using support vector data description pp. 227-243

Walid Gani

Microarray cancer classification using feature extraction-based ensemble learning method pp. 244-263

Anita Bai and Swati Hira

Volume 13, issue 1/2, 2021

Efficient data clustering algorithm designed using a heuristic approach pp. 3-14

Poonam Nandal, Deepa Bura and Meeta Singh

Bayesian consensus clustering with LIME for security in big data pp. 15-35

S. Balamurugan and M. Thangaraj

Semantic integration of traditional and heterogeneous data sources (UML, XML and RDB) in OWL2 triplestore pp. 36-58

Oussama El Hajjamy, Hajar Khallouki, Larbi Alaoui and Mohamed Bahaj

Sentiment classification of review data using sentence significance score optimisation pp. 59-71

Ketan Kumar Todi, S.N. Muralikrishna and B. Ashwath Rao

Evaluating information criteria in latent class analysis: application to identify classes of breast cancer dataset pp. 72-87

Abdallah Abarda, Mohamed Dakkon, Khawla Asmi and Youssef Bentaleb

Improving social media engagements on paid and non-paid advertisements: a data mining approach pp. 88-106

Jen-Peng Huang and Genesis Sembiring Depari

Towards knowledge warehousing: application to smart housing pp. 107-127

Hadjer Moulai and Habiba Drias

Road signs recognition: state-of-the-art and perspectives pp. 128-150

Btissam Bousarhane, Saloua Bensiali and Driss Bouzidi

Combining planning and learning for context aware service composition pp. 151-169

Tarik Fissaa, Mahmoud El Hamlaoui, Hatim Guermah, Hatim Hafiddi and Mahmoud Nassar

Volume 12, issue 4, 2020

A novel centroids initialisation for K-means clustering in the presence of benign outliers pp. 287-298

Amin Karami, Shafiq Urréhman and Mustansar Ali Ghazanfar

Data aggregation to better understand the impact of computerisation on employment pp. 299-317

James Otto and Chaodong Han

Inference in mixed linear models with four variance components - Sub-D and Sub-DI pp. 318-334

Adilson Da Silva, António Monteiro and Miguel Fonseca

Detecting text in license plates using a novel MSER-based method pp. 335-348

Admi Mohamed, El Fkihi Sanaa and Rdouan Faizi

A study of the effect of customer citizenship behaviour on service quality, purchase intentions and customer satisfaction pp. 349-366

Thomas Fotiadis

Volume 12, issue 3, 2020

Comparison of hierarchical clustering methods for binary data from molecular markers pp. 190-212

Emmanouil D. Pratsinakis, Symela Ntoanidou, Alexios Polidoros, Christos Dordas, Panagiotis Madesis, Ilias Eleftherohorinos and George Menexes

Assessment of the awareness of Cypriot accounting firms level concerning cyber risk: an exploratory analysis pp. 213-227

Stratos Moschidis, Efstratios Livanis and Athanasios C. Thanopoulos

Sequential dimension reduction and clustering of mixed-type data pp. 228-246

Angelos Markos, Odysseas Moschidis and Theodore Chadjipantelis

A comparative evaluation of dissimilarity-based and model-based clustering in science education research: the case of children's mental models of the Earth pp. 247-261

Dimitrios Stamovlasis, Julie Vaiopoulou and George Papageorgiou

Implementation of an efficient FPGA architecture for capsule endoscopy processor core using hyper analytic wavelet-based image compression technique pp. 262-286

N. Abdul Jaleel and P. Vijaya Kumar

Volume 12, issue 2, 2020

A novel integrated principal component analysis and support vector machines-based diagnostic system for detection of chronic kidney disease pp. 99-113

Aditya Khamparia and Babita Pandey

Fibre optic angle rate gyroscope performance evaluation in terms of Allan variance pp. 114-126

Jian-Bo Hu, Bing-Qi Liu and Kai Qiu

Phase dependent breakdown in bulk arrival queueing system with vacation break-off pp. 127-154

S.P. Niranjan, V.M. Chandrasekaran and K. Indhira

Testing a file carving tool using realistic datasets generated with openness by a user level file system pp. 155-171

Kaparthi Srinivas and Temberveni Venugopal

Measuring Pearson's correlation coefficient of fuzzy numbers with different membership functions under weakest t-norm pp. 172-186

Mohit Kumar

Volume 12, issue 1, 2020

Dynamics of the network economy: a content analysis of the search engine trends and correlate results using word clusters pp. 1-29

Murat Yaşlıoğlu

A novel ensemble classifier by combining sampling and genetic algorithm to combat multiclass imbalanced problems pp. 30-42

Archana Purwar and Sandeep Kumar Singh

Bayesian feature construction for the improvement of classification performance pp. 43-75

Manolis Maragoudakis

Hybrid fuzzy logic and gravitational search algorithm-based multiple filters for image restoration pp. 76-97

A. Senthilselvi, R. Sukumar and S. Senthilpandi

Volume 11, issue 4, 2019

Enhanced auto associative neural network using feed forward neural network: an approach to improve performance of fault detection and analysis pp. 291-309

Subhas A. Meti and V.G. Sangam

Real-time data warehouse loading methodology and architecture: a healthcare use case pp. 310-327

Hanen Bouali, Jalel Akaichi and Ala Gaaloul

Sentiment analysis-based framework for assessing internet telemedicine videos pp. 328-336

P.M. Arunkumar, S. Chandramathi and S. Kannimuthu

Enhancement of SentiWordNet using contextual valence shifters pp. 337-355

Poornima Mehta and Satish Chandra

Data mining classification techniques - comparison for better accuracy in prediction of cardiovascular disease pp. 356-373

Richa Sharma, Shailendra Narayan Singh and Sujata Khatri

Volume 11, issue 3, 2019

A comparative study of unsupervised image clustering systems pp. 197-221

Safa Bettoumi, Chiraz Jlassi and Naet Arous

Stellar mass black hole optimisation for utility mining pp. 222-245

Subramanian Kannimuthu and Kandhasamy Premalatha

Feature selection methods for document clustering: a comparative study and a hybrid solution pp. 246-272

Asmaa Benghabrit, Brahim Ouhbi, Bouchra Frikh, El Moukhtar Zemmouri and Hicham Behja

Memetic particle swarm optimisation for missing value imputation pp. 273-289

R. Sivaraj and R. DeviPriya

Volume 11, issue 2, 2019

A method to rank the efficient units based on cross efficiency matrix without involving the zero weights pp. 101-114

Marziye Mirzadeh Tahroodi and Ali Payan

An effective feature selection method based on maximum class separability for fault diagnosis of ball bearing pp. 115-132

Tawfik Thelaidjia, Abdelkrim Moussaoui and Salah Chenikher

A new feature subset selection model based on migrating birds optimisation pp. 133-147

Naoual El Aboudi and Laila Benhlima

Enhancing the involvement of decision makers in data mart design pp. 148-175

Fahmi Bargui, Hanêne Ben-Abdallah and Jamel Feki

Review on recent developments in frequent itemset based document clustering, its research trends and applications pp. 176-195

Dharmendra Singh Rajput

Volume 11, issue 1, 2019

Factor-based structural equation modelling: going beyond PLS and composites pp. 1-28

Ned Kock

A comprehensive comparison of algorithms for the statistical modelling of non-monotone relationships via isotonic regression of transformed data pp. 29-57

Simone Fiori

Democracy and economic growth pp. 58-80

Rita Yi Man Li, Edward Chi Ho Tang and Tat Ho Leung

A novel single scan distributed pattern mining algorithm for frequent pattern identification pp. 81-100

T. Sheik Yousuf and M. Indra Devi