International Journal of Data Analysis Techniques and Strategies

2008 - 2026

From Inderscience Enterprises Ltd
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Volume 15, issue 3, 2023

Data analytics and artificial intelligence in e-marketing: techniques, best practices and trends pp. 147-178

Andrew F. Ward, Mage Marmol, David Lopez-Lopez, Patricia Carracedo and Angel Juan

Pre-processing of ECG signal based on ANF and ICA: a comparison pp. 179-197

Varun Gupta, Parvin Kumar, Sourav Diwania, Nitin Kumar Saxena and Natwar Singh Rathore

An intelligent timestamp data manipulation methodology for customer level resource efficient short-term electric load forecasting pp. 198-216

Ali Waqas, Muhammad Saleem, Abdul Khaliq and Amanullah Yasin

Depression detection using semantic representation based semi-supervised deep learning pp. 217-237

Gaurav Kumar Gupta and Dilip Kumar Sharma

Food recognition using enhanced squirrel search optimisation algorithm and convolutional neural network pp. 238-254

Megha Chopra and Archana Purwar

Volume 15, issue 1/2, 2023

Analysis of PCS-QoL to investigate the holistic health for sustainable way of living in smart cities of 21st century pp. 4-40

Rohit Rastogi, Rohan Tyagi, Tribhuvan Mishra, Vaishnavi Mishra and Utkarsh Pratap Shahi

Effect of noise uncertainty during spectrum sensing for cognitive radio ad hoc networks pp. 41-56

Debabrata Dansana and Prafulla Kumar Behera

Improving the accuracy of real field pomegranate fruit diseases detection and visualisation using convolution neural networks and grad-CAM pp. 57-75

Vaishali Nirgude and Sheetal Rathi

The impact of online trading from a personal and technical perspective on trade stocks in emerging markets pp. 76-96

Abdulrhman M. Alshareef and Mohammed Khojah

Prognosis of urban environs using time series analysis for preventing overexploitation using artificial intelligence pp. 97-115

S. Shitharth, Hariprasath Manoharan, Lakshmi Narayanan, Takkedu Malathi, S. Vatchala and Kommu Gangadhara Rao

Study of Python libraries for NLP pp. 116-128

Anand Khandare, Nipun Agarwal, Amruta Bodhankar, Ankur Kulkarni and Ishaan Mane

Using free open-source tools for text visualisation over unstructured corpus effectively pp. 129-146

Gowri R. Choudhary and Iti Sharma

Volume 14, issue 2, 2022

Inequalities in the geographic distribution of chronic diseases in Brazil: an index methodology pp. 89-104

Simone Maria Da Silva Lima, Caroline Maria De Miranda Mota and Danielle Freitas Santos Marinho

Machine learning-based sentiment analysis of Gujarati reviews pp. 105-121

Parita Shah and Priya Swaminarayan

A machine learning-based approach to predict university students' depression pattern and mental healthcare assistance scheme using Android application pp. 122-139

Abu Bakkar Siddique and Mahfuzulhoq Chowdhury

Recognition of online handwritten Telugu stroke by detected dominant points using curvature estimation pp. 140-158

Srilakshmi Inuganti and R. Rajeshwara Rao

Long-term corporate social responsibility agenda considering climate change policy and conservation of forest - an exploratory analysis of Kerala-based companies pp. 159-168

Rajesh Veluthan

Volume 14, issue 1, 2022

Detection of stragglers and optimal rescheduling of slow running tasks in big data environment using LFCSO-LVQ classifier and enhanced PSO algorithm pp. 1-21

Hetal A. Joshiara, Chirag S. Thaker, Sanjay M. Shah and Darshan B. Choksi

Location and time factors' effect on types of traffic accident in Kuwait pp. 22-31

Sharaf AlKheder, Fahad AlRukaibi and Ahmad Aiash

An ECOSVS-based support vector machine for network anomaly detection pp. 32-54

Meenal Jain and Vikas Saxena

Is matching in different situations equally applicable for impact evaluation studies when using observational data? pp. 55-78

Apsara Karki Nepal, Ghulam Muhammad Shah and Farid Ahmad

Heywood cases: possible causes and solutions pp. 79-88

Rayees Farooq

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