Annals of Data Science

2016 - 2025

Current editor(s): Yong Shi

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Volume 8, issue 4, 2021

Spectral Algorithms for Streaming Graph Analysis: A Survey pp. 667-681

Braznev Sarkar and Malay Bhattacharyya

Zero-Inflated Models for Count Data: An Application to Number of Antenatal Care Service Visits pp. 683-708

Daniel Biftu Bekalo and Dufera Tejjeba Kebede

Weighted Tchebycheff Optimization Technique Under Uncertainty pp. 709-731

Wasim Akram Mandal

Robust Ratio- and Product-Type Estimators Under Non-normality via Linear Transformation Using Certain Known Population Parameters pp. 733-753

Sanjay Kumar, Shivanshu Kumar and Evrim Oral

Patient Discharge Classification Using Machine Learning Techniques pp. 755-767

Anthony Gramaje, Fadi Thabtah, Neda Abdelhamid and Sayan Kumar Ray

Marshall–Olkin Extended Inverse Weibull Distribution: Different Methods of Estimations pp. 769-784

Hassan M. Okasha, Abdulkareem M. Basheer and A. H. El-Baz

Parameter Estimation for the Exponentiated Kumaraswamy-Power Function Distribution Based on Order Statistics with Application pp. 785-811

Devendra Kumar, Neetu Jain, Mazen Nassar and Osama Eraki Abo-Kasem

On a Class of Elliptic (p, q)-Kirchhoff Type Systems with Multiple Parameters pp. 813-822

Saleh Shakeri

An Assessment of Football Through the Lens of Data Science pp. 823-836

Poojan Thakkar and Manan Shah

Asymmetric Effect and Dynamic Relationships Between Stock Prices and Exchange Rates Volatility pp. 837-859

Wajdi Moussa, Azza Bejaoui and Nidhal Mgadmi

Volume 8, issue 3, 2021

A Comprehensive Review on Performance Prediction of Solar Air Heaters Using Artificial Neural Network pp. 405-449

Harish Kumar Ghritlahre, Purvi Chandrakar and Ashfaque Ahmad

On the Inverse Power Gompertz Distribution pp. 451-473

Dina H. Abdelhady and Yasser M. Amer

Modeling Determinants of Low Birth Weight for Under Five-Children in Ethiopia pp. 475-496

Daniel Biftu Bekalo, Zelalem Mehari Nigussie, Belay Birlie Yimer and Zelalem Alamrew Anteneh

A Clustering Algorithm Based on Document Embedding to Identify Clinical Note Templates pp. 497-515

Chunlei Tang, Joseph Michael Plasek, Yun Xiong, Zhikun Zhang, David Westfall Bates and Li Zhou

Predicting Indian Stock Market Using the Psycho-Linguistic Features of Financial News pp. 517-558

B. Shravan Kumar, Vadlamani Ravi and Rishabh Miglani

On Discrimination Between the Lindley and xgamma Distributions pp. 559-575

Subhradev Sen, Hazem Al-Mofleh and Sudhansu S. Maiti

A Two-Phase Multi-criteria Fuzzy Group Decision Making Approach for Supplier Evaluation and Order Allocation Considering Multi-objective, Multi-product and Multi-period pp. 577-601

Ashoke Kumar Bera, Dipak Kumar Jana, Debamalya Banerjee and Titas Nandy

A Generalization of the Quantile-Based Flattened Logistic Distribution pp. 603-627

Tapan Kumar Chakrabarty and Dreamlee Sharma

On Step-Stress Accelerated Life Testing for Power Generalized Weibull Distribution Under Progressive Type-II Censoring pp. 629-644

M. M. Mohie El-Din, A. M. Abd El-Raheem and S. O. Abd El-Azeem

Analytical Split Value Calculation for Numerical Attributes in Hoeffding Trees with Misclassification-Based Impurity pp. 645-665

Mehran Mirkhan, Maryam Amir Haeri and Mohammad Reza Meybodi

Volume 8, issue 2, 2021

Field Assignment, Field Choice and Preference Matching of Ethiopian High School Students pp. 185-204

Derbachew Asfaw and Zeytu Gashaw

A New Class of Power Function Distribution: Properties and Applications pp. 205-225

Amal S. Hassan and Salwa M. Assar

ANTON Framework Based on Semantic Focused Crawler to Support Web Crime Mining Using SVM pp. 227-240

Javad Hosseinkhani, Hamed Taherdoost and Solmaz Keikhaee

Burr–Hatke Exponential Distribution: A Decreasing Failure Rate Model, Statistical Inference and Applications pp. 241-260

Abhimanyu Singh Yadav, Emrah Altun and Haitham M. Yousof

Dimensionality Reduction Using Band Correlation and Variance Measure from Discrete Wavelet Transformed Hyperspectral Imagery pp. 261-274

Arati Paul and Nabendu Chaki

The Inverse Xgamma Distribution: Statistical Properties and Different Methods of Estimation pp. 275-293

Abhimanyu Singh Yadav, Sudhansu S. Maiti and Mahendra Saha

Modeling the Relationships Across Nigeria Inflation, Exchange Rate, and Stock Market Returns and Further Analysis pp. 295-329

I. E. Okorie, A. C. Akpanta, J. Ohakwe, D. C. Chikezie, C. U. Onyemachi and M. C. Ugwu

An Improved LDA Topic Modeling Method Based on Partition for Medium and Long Texts pp. 331-344

Chonghui Guo, Menglin Lu and Wei Wei

The Fréchet Topp Leone-G Family of Distributions: Properties, Characterizations and Applications pp. 345-366

Hesham Reyad, Mustafa Ç. Korkmaz, Ahmed Z. Afify, G. G. Hamedani and Soha Othman

Generalized Count Data Regression Models and Their Applications to Health Care Data pp. 367-386

Carl Lee, Felix Famoye and Alfred Akinsete

Inferences for the DUS-Exponential Distribution Based on Upper Record Values pp. 387-403

Ayush Tripathi, Umesh Singh and Sanjay Kumar Singh

Volume 8, issue 1, 2021

Outbreak Prediction of COVID-19 for Dense and Populated Countries Using Machine Learning pp. 1-19

Aman Khakharia, Vruddhi Shah, Sankalp Jain, Jash Shah, Amanshu Tiwari, Prathamesh Daphal, Mahesh Warang and Ninad Mehendale

Predicting Stock Market Price of Bangladesh: A Comparative Study of Linear Classification Models pp. 21-38

Md. Karimuzzaman, Nusrat Islam, Sabrina Afroz and Md. Moyazzem Hossain

Refinements of Barndorff-Nielsen and Shephard Model: An Analysis of Crude Oil Price with Machine Learning pp. 39-55

Indranil SenGupta, William Nganje and Erik Hanson

A Six Parameters Beta Distribution with Application for Modeling Waiting Time of Muslim Early Morning Prayer pp. 57-90

Rafid S. A. Alshkaki

A New Two-Parameter Lifetime Model pp. 91-106

Haitham M. Yousof, Mustafa Ç. Korkmaz and Subhradev Sen

Zero-Truncated Poisson-Power Function Distribution pp. 107-129

Idika Eke Okorie, Anthony Chukwudi Akpanta, Johnson Ohakwe, David Chidi Chikezie, Chris Uche Onyemachi and Manoj Kumar Rastogi

Modified Beta Linear Exponential Distribution with Hydrologic Applications pp. 131-157

Hassan S. Bakouch, Abdus Saboor and Muhammad Nauman Khan

On the Extended Chen Distribution: Development, Properties, Characterizations and Applications pp. 159-180

Fiaz Ahmad Bhatti, G. G. Hamedani, Seyed Morteza Najibi and Munir Ahmad

Letter to the Editor Concerning “The Zubair-G Family of Distributions: Properties and Applications” pp. 181-182

M. H. Tahir and Gauss M. Cordeiro

Correction to: An Application of Time Truncated Single Acceptance Sampling Inspection Plan Based on Generalized Half‑Normal Distribution pp. 183-183

Harsh Tripathi, Mahendra Saha and Vishal Alha

Volume 7, issue 4, 2020

Empowering Data Mining Sciences by Habitual Domains Theory, Part II: Reaching Wonderful Solutions pp. 549-580

Moussa Larbani and Po Lung Yu

Modeling of Longitudinal Factors Under-Age Five Children Body Mass Index at Bahir Dar Districts: First Order Transition Model pp. 581-598

Alebachew Alemu

Understanding Environmental Changes Using Statistical Mechanics pp. 599-611

M. Selim Mahbub, Paulo Souza and Ray Williams

Comparing Artificial Neural Network Architectures for Brazilian Stock Market Prediction pp. 613-628

Suellen Teixeira Zavadzki de Pauli, Mariana Kleina and Wagner Hugo Bonat

Modeling of Entrepreneurship Activity Crisis Management by Support Vector Machine pp. 629-638

Vojo Lakovic

The Maxwell–Weibull Distribution in Modeling Lifetime Datasets pp. 639-662

Aliyu Ismail Ishaq and Alfred Adewole Abiodun

Bayesian Estimation of Transmuted Pareto Distribution for Complete and Censored Data pp. 663-695

Muhammad Aslam, Rahila Yousaf and Sajid Ali

Copula Approach for Developing a Biomarker Panel for Prediction of Dengue Hemorrhagic Fever pp. 697-712

Jong-Min Kim, Hyunsu Ju and Yoonsung Jung

Volume 7, issue 3, 2020

Empowering Data Mining Sciences by Habitual Domains Theory, Part I: The Concept of Wonderful Solution pp. 373-397

Moussa Larbani and Po Lung Yu

Investigating Laws of Intelligence Based on AI IQ Research pp. 399-416

Feng Liu and Yong Shi

Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis pp. 417-425

Sanjay Kumar

Deep Learning: Hope or Hype pp. 427-432

Mohiuddin Ahmed and A. K. M. Najmul Islam

Deep Learning and Implementations in Banking pp. 433-446

Hossein Hassani, Xu Huang, Emmanuel Silva and Mansi Ghodsi

Estimation of Treatment Effect with Missing Observations for Three Arms and Three Periods Crossover Clinical Trials pp. 447-460

Atanu Bhattacharjee

Bayesian Reliability Analysis of Marshall and Olkin Model pp. 461-489

Mohammed H. AbuJarad, Athar Ali Khan, Mundher A. Khaleel, Eman S. A. AbuJarad, Ali H. AbuJarad and Pelumi E. Oguntunde

Two-Stage Composition of Probabilistic Preferences pp. 491-523

Annibal Parracho Sant’Anna, Gilson Brito Alves Lima, Leonardo Augusto da Fonseca Parracho Sant’Anna and Luiz Octávio Gavião

Statistical Inferences of $$R=P(X pp. 525-545

M. J. S. Khan and Bushra Khatoon

Correction to: Estimation in Constant Stress Partially Accelerated Life Tests for Weibull Distribution Based on Censored Competing Risks Data pp. 547-547

Amal S. Hassan, Said G. Nassr, Sukanta Pramanik and Sudhansu S. Maiti

Volume 7, issue 2, 2020

The Zubair-G Family of Distributions: Properties and Applications pp. 195-208

Zubair Ahmad

Performance of Some Factor Analysis Techniques pp. 209-242

D. F. Nwosu, V. U. Ekhosuehi and J. I. Mbegbu

A New Generalized Class of Distributions: Properties and Estimation Based on Type-I Censored Samples pp. 243-256

Zubair Ahmad

Maximum Product Spacing Estimation of Weibull Distribution Under Adaptive Type-II Progressive Censoring Schemes pp. 257-279

E. M. Almetwally, H. M. Almongy, M. K. Rastogi and M. Ibrahim

A Mixed-Integer Programming Model to Configure a Post Supply Chain Network pp. 281-290

Melika Parichehreh and Nikbakhsh Javadian

Pivot Property in Weighted Least Regression Based on Single Repeated Observations pp. 291-306

Yuancheng Si

Bayesian Estimation for GDUS Exponential Distribution Under Type-I Progressive Hybrid Censoring pp. 307-345

Teena Goyal, Piyush K. Rai and Sandeep K. Maurya

Crisis Management of Android Botnet Detection Using Adaptive Neuro-Fuzzy Inference System pp. 347-355

Vojo Lakovic

Dependent Ranked Set Sampling Designs for Parametric Estimation with Applications pp. 357-371

M. A. Sabry and M. Shaaban

Volume 7, issue 1, 2020

The Intertwine of Brain and Body: A Quantitative Analysis on How Big Data Influences the System of Sports pp. 1-16

Devansh Patel, Dhwanil Shah and Manan Shah

A Simple Extension of Burr-III Distribution and Its Advantages over Existing Ones in Modelling Failure Time Data pp. 17-31

Subrata Chakraborty, Laba Handique and Rana Muhammad Usman

Feature Selection Using Diploid Genetic Algorithm pp. 33-43

Arush Jasuja

Estimation in Constant Stress Partially Accelerated Life Tests for Weibull Distribution Based on Censored Competing Risks Data pp. 45-62

Amal S. Hassan, Said G. Nassr, Sukanta Pramanik and Sudhansu S. Maiti

Statistical Modeling of Women Employment Status at Harari Region Urban Districts: Bayesian Approach pp. 63-76

Habtamu Kiros and Alebachew Abebe

Illustration of the Flexibility of Generalized Gamma Distribution in Modeling Right Censored Survival Data: Analysis of Two Cancer Datasets pp. 77-90

Suvra Pal, Hongbo Yu, Zachary D. Loucks and Ian M. Harris

Cubic Transmuted Pareto Distribution pp. 91-108

Md. Mahabubur Rahman, Bander Al-Zahrani and Muhammad Qaiser Shahbaz

A New Family of Lifetime Distributions: Theory, Application and Characterizations pp. 109-138

Rasool Roozegar, G. G. Hamedani, Leila Amiri and Fatemeh Esfandiyari

A New Extension of Extended Exponential Distribution with Applications pp. 139-162

Ateq Alghamedi, Sanku Dey, Devendra Kumar and Saeed A. Dobbah

Bivariate Weibull Distribution: Properties and Different Methods of Estimation pp. 163-193

Ehab Mohamed Almetwally, Hiba Zeyada Muhammed and El-Sayed A. El-Sherpieny