International Journal of Data Science

2015 - 2025

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Volume 6, issue 2, 2021

Estimation of success of entrepreneurship projects with data mining pp. 85-108

Selim Corekcioglu and Bekir Polat

A theoretical study on the ways of analysing electroencephalography in marketing research pp. 109-128

Karina Munari Pagan, Natália Munari Pagan, Janaina De Moura Engracia Giraldi and Jorge Henrique Caldeira De Oliveira

Mathematical model structures of supply chain optimisation studies and an innovative approach proposal pp. 129-146

Mustafa Yildirim and Mehmet Mutlu Yenisey

A study on severity of traffic accidents using road, weather and time characteristics pp. 147-171

Zeynep Burcu Kizilkan, Ahmet Erdogan Asliyuce, Tugay Cengiz and Uğur Can Ersen

Effects of discount policies on economic order quantity and total cost for perishables: a case study pp. 172-187

Didem Guleryuz and Sakir Esnaf

Volume 6, issue 1, 2021

Dynamic sorting and average skyline method for query processing in spatial-temporal data pp. 1-18

A. John, Shubham Kumar Singh, M. Adimoolam and T. Ananth Kumar

A novel security scheme using deep learning based low overhead localised flooding algorithm for wireless sensor networks pp. 19-32

T. Ananth Kumar, R. Rajmohan, M. Adithya and R. Sunder

Proficient approaches for scalability and security in IoT through edge/fog/cloud computing: a survey pp. 33-44

K. Suresh Kumar, A.S. Radhamani and S. Sundaresan

Hybrid approach for content-based image retrieval pp. 45-56

S. Theetchenya, Somula Ramasubbareddy, S. Sankar and Syed Muzamil Basha

Managing employee turnover: machine learning to the rescue pp. 57-82

Owen P. Hall

Volume 5, issue 1, 2020

RNN-based deep-learning approach to forecasting hospital system demands: application to an emergency department pp. 1-25

Farid Kadri and Kahina Abdennbi

Statistical analysis of fatal crash in Michigan using more than two time series models pp. 26-40

Liming Xie

Loading, searching and retrieving data from local data nodes on HDFS pp. 41-52

M. Sreerama Murty and N. Naga MalleswaraRao

What do angles of cornea curvature reveal? a new (Sinusoidal) probability density function with statistical properties assists pp. 53-78

Ramalingam Shanmugam

Financial time series prediction: an approach using motif information and neural networks pp. 79-109

Dadabada Pradeepkumar and Vadlamani Ravi

Volume 4, issue 3, 2019

State space and Box-Jenkins approaches: a comparison of models prediction performance in finance pp. 181-195

Obinna Damain Adubisi, Ikwuoche John David, Ogbaji Eka and Awa Erinma Uduma

Most preferable combination of explicit drift detection approaches with different classifiers for mining concept drifting data streams pp. 196-214

Ritesh Srivastava and Veena Mittal

Addressing uncertainty in buyer-supplier interfaces by supply chain phase and decision-making level: a fuzzy goal-fitting approach pp. 215-236

Margaret F. Shipley, Ray Q. Cao and G. Jonathan Davis

Maximal and closed frequent itemsets mining from uncertain database and data stream pp. 237-259

Maliha Momtaz, Abu Ahmed Ferdaus, Chowdhury Farhan Ahmed and Mohammad Samiullah

The impact of social media on human interaction in an organisation based on real-time social media data pp. 260-271

Sharifah Sakinah Syed Ahmad, Anis Naseerah Binti Shaik Osman and Halizah Basiron

Volume 4, issue 2, 2019

An application of the logic of explanatory power in rough set analysis: implications for the classification of decision rules pp. 85-100

Anthony T. Odoemena

A retrospective data analysis of Legionella pneumophila diagnostic procedures and their impact on patients' management: the experience of a rapid point-of-care test pp. 101-116

Eliona Gkika, Dimosthenis Chochlakis, Yannis Tselentis, Constantin Zopounidis, Vassilis S. Kouikoglou, Kitsos Gkikas and Anna Psaroulaki

Analysis of weather data using various regression algorithms pp. 117-141

Yeturu Jahnavi

Sentiment analysis on organisational resilience pp. 142-161

Tiffany Maldonado, Ray Qing Cao and Lila L. Carden

Analysis of co-authorship network based on some betweenness centrality concepts pp. 162-179

Kannan Balakrishnan, Divya Sindhu Lekha and R. Sunil Kumar

Volume 4, issue 1, 2019

An improved algorithm to handle noise objects in the process of clustering pp. 1-17

Hasanthi A. Pathberiya, Chandima D. Tilakaratne and Liwan L. Hansen

Survey on iterative and incremental approaches in distributed computing environment pp. 18-30

Afaf G. Bin Saadon and Hoda M.O. Mokhtar

Privacy preserving solution to prevent classification inference attacks in online social networks pp. 31-44

Agrima Srivastava and G. Geethakumari

Continuous skyline queries in distributed environment pp. 45-62

Ibrahim Gomaa and Hoda M.O. Mokhtar

Selection of 'K' in K-means clustering using GA and VMA pp. 63-81

Sanjay Chakraborty, Subham Raj and Shreya Garg

Volume 3, issue 4, 2018

A novel ensemble decision tree classifier using hybrid feature selection measures for Parkinson's disease prediction pp. 289-307

Bala Brahmeswara Kadaru and B. Raja Srinivasa Reddy

Performance analysis of NARX neural network backpropagation algorithm by various training functions for time series data pp. 308-325

D. Ashok Kumar and S. Murugan

Managing data using an ontology for enterprise decision making: a case of the World Bank pp. 326-352

Tengku Adil Tengku Izhar, Torab Torabi and Trieu Minh Nhut Le

A review on propagation of secure data, prevention of attacks and routing in mobile ad-hoc networks (MANETs) pp. 353-389

Gautam M. Borkar and A.R. Mahajan

Volume 3, issue 3, 2018

An enhance DE algorithm for analysis in dataset pp. 203-235

Dharmpal Singh, J. Paul Choudhury and Mallika De

Community detection in dynamic networks with spark pp. 236-254

Priyangika R. Piyasinghe and J. Morris Chang

Summarisation of subspace clusters based on similarity connectedness pp. 255-265

B. Jaya Lakshmi, M. Shashi and K.B. Madhuri

Incorporating security and integrity into the mining process of hybrid weighted-hashT apriori algorithm using Hadoop pp. 266-287

R. Sumithra and Sujni Paul

Volume 3, issue 2, 2018

Classification diversity measurement pp. 107-125

Anthony Scime

Dataset comparison workflows pp. 126-145

Marko Robnik-Šikonja

A review of data mining algorithms on Hadoop's MapReduce pp. 146-169

Sikha Bagui and Sean Spratlin

Damage identification of composite beam structure using fuzzy logic-based model pp. 170-187

Deepak K. Agarwalla

Using Bayesian inference to measure the proximity of flow cytometry data pp. 188-201

Sherief Abdallah, Rasha Abdelsalam and Rania Seliem

Volume 3, issue 1, 2018

On the Poisson distribution applicability to the Japanese seismic activity pp. 1-18

Antoine Bossard

Sequence similarity using composition method pp. 19-28

Geetika Munjal, Pooja Sharma and Deepti Gaur

Hurst exponent, fractals and neural networks for forecasting financial asset returns in Brazil pp. 29-49

João Nunes De Mendonça Neto, Luiz Paulo Lopes Fávero and Renata Turola Takamatsu

Design and implementation of non-perfect reconstruction biorthogonal wavelets for edge detection of X-ray images pp. 50-67

P.M.K. Prasad, G. Sasibhushana Rao, M.N.V.S.S. Kumar and K. Chiranjeevi

Secondary protein structure prediction combining protein structural class, relative surface accessibility, and contact number pp. 68-85

Imad Rahal and Jonathon Walz

Framework for finding maximal association rules in mobile web service environment using soft set pp. 86-105

Krishna Kumar Mohbey and G.S. Thakur

Volume 2, issue 4, 2017

A comparison of classification methods in automated taxa identification of benthic macroinvertebrates pp. 273-300

Henry Joutsijoki and Martti Juhola

Correlated gamma frailty models for bivariate survival data based on reversed hazard rate pp. 301-324

David D. Hanagal and Arvind Pandey

Record linkage in organisations: a review and directions for future research pp. 325-351

Tengku Adil Tengku Izhar, Torab Torabi and Muhammad Bhatti

Bayesian estimation of Lomax distribution under type-II hybrid censored data using Lindley's approximation method pp. 352-368

Sanjay Kumar Singh, Umesh Singh and Abhimanyu Singh Yadav

Volume 2, issue 3, 2017

Attribute weighting with Scatter and instance-based learning methods evaluated with otoneurological data pp. 173-204

Kirsi Varpa, Kati Iltanen, Markku Siermala and Martti Juhola

An efficient hybrid clustering algorithm for segmentation: Autocluster pp. 205-220

Seyed Behnam Khakbaz, Marziyeh Pourestarabadi and Nastaran Hajiheydari

On the estimation of optimal number of clusters for the induction of fuzzy decision trees pp. 221-245

Swathi Jamjala Narayanan, Ilango Paramasivam and Rajen B. Bhatt

Hybrid DES/SD simulation conceptual framework for supply chain analysis pp. 246-259

Jaime A. Palma-Mendoza

An efficient algorithm based on differential evolution for optimum process scheduling pp. 260-272

Pooja and Praveena Chaturvedi

Volume 2, issue 2, 2017

An optimal policy for a deteriorating item with generalised deterioration rate and time-dependent demand under permissible delay in payment pp. 88-104

Trailokyanath Singh and Hadibandhu Pattanayak

Improved real time A*-fuzzy controller for improving multi-robot navigation and its performance analysis pp. 105-137

P.K. Das, S.K. Pradhan, H.K. Tripathy and P.K. Jena

Integrated framework for semantic text mining and ontology construction using inference engine pp. 138-154

Purnachand Kollapudi and G. Narsimha

A modified fruit fly optimisation for classification of financial distress using FLANN pp. 155-172

Soumya Ranjan Sahu, Devi Prasanna Kanungo and Himansu Sekhar Behera

Volume 2, issue 1, 2017

Towards important issues of pattern retrieval: pattern warehouse pp. 1-14

Vivek Tiwari and Ramjeevan Singh Thakur

FastMap in dimensionality reduction: ensemble clustering of high dimensional data pp. 15-28

Imran Khan and Joshua Z. Huang

Modified replenishment policy for multi-item inventory of imperfect quality items using ABC classification and cross-selling effect pp. 29-43

Mandeep Mittal, Sarla Pareek and Juhi Singh

Will the Stop TB Partnership targets on TB control be realised on schedule? Projection of future incidence, prevalence and death rates pp. 44-69

Yu Sang Chang and Changyong Choi

Discrimination-aware data mining: a survey pp. 70-84

Asmita Kashid, Vrushali Kulkarni and Ruhi Patankar