Annals of Data Science

2016 - 2025

Current editor(s): Yong Shi

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Volume 12, issue 2, 2025

An Innovative Technique for Generating Probability Distributions: A Study on Lomax Distribution with Applications in Medical and Engineering Fields pp. 439-455

Shamshad Ur Rasool, M. A. Lone and S. P. Ahmad

A New Hyperbolic Tangent Family of Distributions: Properties and Applications pp. 457-480

Shahid Mohammad and Isabel Mendoza

Assessing the Risk of Bitcoin Futures Market: New Evidence pp. 481-497

Anupam Dutta

A Joint Cognitive Latent Variable Model for Binary Decision-making Tasks and Reaction Time Outcomes pp. 499-516

Mahdi Mollakazemiha and Ehsan Bahrami Samani

Optimal Strategy for Elevated Estimation of Population Mean in Stratified Random Sampling under Linear Cost Function pp. 517-538

Subhash Kumar Yadav, Mukesh Kumar Verma and Rahul Varshney

Optimal Key Generation for Privacy Preservation in Big Data Applications Based on the Marine Predator Whale Optimization Algorithm pp. 539-569

Poonam Samir Jadhav and Gautam M. Borkar

Semiparametric Regression Analysis of Panel Count Data with Multiple Modes of Recurrence pp. 571-590

Mathew P. M. Ashlin, P. G. Sankaran and E. P. Sreedevi

Applying BERT-Based NLP for Automated Resume Screening and Candidate Ranking pp. 591-603

Asmita Deshmukh and Anjali Raut

An Improved Boosting Bald Eagle Search Algorithm with Improved African Vultures Optimization Algorithm for Data Clustering pp. 605-637

Farhad Soleimanian Gharehchopogh

One-Inflated Zero-Truncated Poisson Distribution: Statistical Properties and Real Life Applications pp. 639-666

Mohammad Kafeel Wani and Peer Bilal Ahmad

Half Logistic Generalized Rayleigh Distribution for Modeling Hydrological Data pp. 667-694

Adebisi A. Ogunde, Subhankar Dutta and Ehab M. Almetawally

Analysis of the HIV/AIDS Data Using Joint Modeling of Longitudinal (k,l)-Inflated Count and Time to Event Data in Clinical Trials pp. 695-719

Mojtaba Zeinali Najafabadi and Ehsan Bahrami Samani

Evaluating the Performance of Machine Learning Algorithm for Classification of Safer Sexual Negotiation among Married Women in Bangladesh pp. 721-737

Md. Mizanur Rahman, Deluar J. Moloy, Mashfiqul Huq Chowdhury, Arzo Ahmed and Taksina Kabir

Power Evaluation of Some Tests for Inverse Rayleigh Distribution pp. 739-755

Vahideh Ahrari and Parisa Hasanalipour

A Comprehensive Study and Research Perception towards Secured Data Sharing for Lung Cancer Detection with Blockchain Technology pp. 757-797

Hari Krishna Kalidindi and N. Srinivasu

A Survey of Artificial Intelligence for Industrial Detection pp. 799-827

Jun Li, YiFei Hai and SongJia Yin

Volume 12, issue 1, 2025

On Modeling Bivariate Lifetime Data in the Presence of Inliers pp. 1-22

Sumangal Bhattacharya, Ishapathik Das and Muralidharan Kunnummal

Bayesian Estimation of Stress Strength Modeling Using MCMC Method Based on Outliers pp. 23-62

Amal S. Hassan, E. A. Elsherpieny and Rokaya E. Mohamed

Parameter Estimation for Geometric Lévy Processes with Constant Volatility pp. 63-93

Sher Chhetri, Hongwei Long and Cory Ball

Combining Nonlinear Features of EEG and MRI to Diagnose Alzheimer’s Disease pp. 95-116

Elias Mazrooei Rad, Mahdi Azarnoosh, Majid Ghoshuni and Mohammad Mahdi Khalilzadeh

Farm-Level Smart Crop Recommendation Framework Using Machine Learning pp. 117-140

Amit Bhola and Prabhat Kumar

A Comprehensive Survey of Image Generation Models Based on Deep Learning pp. 141-170

Jun Li, Chenyang Zhang, Wei Zhu and Yawei Ren

A Two-Stage Analysis of Interaction Between Stock and Exchange Rate Markets: Evidence from Turkey pp. 171-198

Muhammad Ali Faisal and Murat Donduran

Partial Label Learning with Noisy Labels pp. 199-212

Pan Zhao, Long Tang and Zhigeng Pan

Apple Leaf Disease Detection Using Transfer Learning pp. 213-222

Ozair Ahmad Wani, Umer Zahoor, Syed Zubair Ahmad Shah and Rijwan Khan

Representing a Model for the Anonymization of Big Data Stream Using In-Memory Processing pp. 223-252

Elham Shamsinejad, Touraj Banirostam, Mir Mohsen Pedram and Amir Masoud Rahmani

A Review of Anonymization Algorithms and Methods in Big Data pp. 253-279

Elham Shamsinejad, Touraj Banirostam, Mir Mohsen Pedram and Amir Masoud Rahmani

Gated Graph Attention-based Crossover Snake (GGA-CS) Algorithm for Hyperspectral Image Classification pp. 281-305

R. Ablin and G. Prabin

Non-negative Sparse Matrix Factorization for Soft Clustering of Territory Risk Analysis pp. 307-340

Shengkun Xie, Chong Gan and Anna T. Lawniczak

A Novel Finite Mixture Model Based on the Generalized t Distributions with Two-Sided Censored Data pp. 341-379

Ruijie Guan, Yaohua Rong, Weihu Cheng and Zhenyu Xin

Kernel-free Reduced Quadratic Surface Support Vector Machine with 0-1 Loss Function and L $$_p$$ p -norm Regularization pp. 381-412

Mingyang Wu and Zhixia Yang

Identifying the Intents Behind Website Visits by Employing Unsupervised Machine Learning Models pp. 413-437

Judah Soobramoney, Retius Chifurira, Temesgen Zewotir and Knowledge Chinhamu

Volume 11, issue 6, 2024

Naïve Bayes Classifier Model for Detecting Spam Mails pp. 1887-1897

Shrawan Kumar, Kavita Gupta and Manya Gupta

Bayesian Analysis of Change Point Problems Using Conditionally Specified Priors pp. 1899-1918

G. Shahtahmassebi and José María Sarabia

A New Lindley Extension: Estimation, Risk Assessment and Analysis Under Bimodal Right Skewed Precipitation Data pp. 1919-1958

Majid Hashempour, Morad Alizadeh and Haitham M. Yousof

IPH2O: Island Parallel-Harris Hawks Optimizer-Based CLSTM for Stock Price Movement Prediction pp. 1959-1974

Linda Joel, S. Parthasarathy, P. Venkatesan and S. Nandhini

Modi-Weibull Distribution: Inferential and Simulation Study pp. 1975-1999

Harshita Kumawat, Kanak Modi and Pankaj Nagar

Prediction of Various Job Opportunities in IT Companies Using Enhanced Integrated Gated Recurrent Unit (EIGRU) pp. 2001-2018

R. Santhosh Kumar and N. Prakash

Sentiment Analysis using Dictionary-Based Lexicon Approach: Analysis on the Opinion of Indian Community for the Topic of Cryptocurrency pp. 2019-2034

Sankalp Loomba, Madhavi Dave, Harshal Arolkar and Sachin Sharma

On Discrete Mixture of Moment Exponential Using Lagrangian Probability Model: Properties and Applications in Count Data with Excess Zeros pp. 2035-2057

Mohanan Monisha and Damodaran Santhamani Shibu

A Nonparametric Test for Randomly Censored Data pp. 2059-2075

Ayushee, Narinder Kumar and Manish Goyal

On a New Mixed Pareto–Weibull Distribution: Its Parametric Regression Model with an Insurance Applications pp. 2077-2107

Deepesh Bhati, Buddepu Pavan and Girish Aradhye

Role of Artificial Intelligence and Deep Learning in Skin Disease Prediction: A Systematic Review and Meta-analysis pp. 2109-2139

V. Auxilia Osvin Nancy, P. Prabhavathy and Meenakshi S. Arya

Effective Fake News Classification Based on Lightweight RNN with NLP pp. 2141-2165

Chinta Someswara Rao, Chitri Raminaidu, K. Butchi Raju and B. Sujatha

COVID-19 Fake News Detection using Deep Learning Model pp. 2167-2198

Mahabuba Akhter, Syed Md. Minhaz Hossain, Rizma Sijana Nigar, Srabanti Paul, Khaleque Md. Aashiq Kamal, Anik Sen and Iqbal H. Sarker

Improving Road Traffic Speed Prediction Using Data Augmentation: A Deep Generative Models-based Approach pp. 2199-2216

Redouane Benabdallah Benarmas and Kadda Beghdad Bey

An Improved Quantum Inspired Particle Swarm Optimization for Forest Cover Prediction pp. 2217-2233

Parul Agarwal, Anita Sahoo and Divyanshi Garg

Bayesian Structural Time Series Models for Predicting the $${\textrm{CO}}_2$$ CO 2 Emissions in Afghanistan pp. 2235-2252

Sayed Rahmi Khuda Haqbin and Athar Ali Khan

Volume 11, issue 5, 2024

A review on spreading and Forensics Analysis of Windows-Based ransomware pp. 1503-1524

Narendrakumar Mangilal Chayal, Ankur Saxena and Rijwan Khan

An Improved K-means Clustering Algorithm Towards an Efficient Data-Driven Modeling pp. 1525-1544

Md. Zubair, MD. Asif Iqbal, Avijeet Shil, M. J. M. Chowdhury, Mohammad Ali Moni and Iqbal H. Sarker

High Resolution Solar Image Generation Using Generative Adversarial Networks pp. 1545-1561

Ankan Dash, Junyi Ye, Guiling Wang and Huiran Jin

Applying an Information Retrieval Approach to Retrieve Relevant Articles in the Legal Domain pp. 1563-1580

Ambedkar Kanapala, Sukomal Pal, Suresh Dara and Srikanth Jannu

Bayesian Hierarchical Spatial Modeling of COVID-19 Cases in Bangladesh pp. 1581-1607

Md. Rezaul Karim and Sefat-E-Barket

Intervention Analysis of COVID-19 Vaccination in Nigeria: The Naive Solution Versus Interrupted Time Series pp. 1609-1634

Desmond Chekwube Bartholomew, Chrysogonus Chinagorom Nwaigwe, Ukamaka Cynthia Orumie and Godwin Onyeka Nwafor

A Bayes Analysis of Random Walk Model Under Different Error Assumptions pp. 1635-1652

Praveen Kumar Tripathi and Manika Agarwal

A Novel Stock Trading Model based on Reinforcement Learning and Technical Analysis pp. 1653-1674

Zahra Pourahmadi, Dariush Fareed and Hamid Reza Mirzaei

Utilization of Priori Information in the Estimation of Population Mean for Time-Based Surveys pp. 1675-1685

Sanjay Kumar and Priyanka Chhaparwal

Applications of Reliability Test Plan for Logistic Rayleigh Distributed Quality Characteristic pp. 1687-1703

Mahendra Saha, Harsh Tripathi, Anju Devi and Pratibha Pareek

Artificial Intelligence Algorithms for Collaborative Book Recommender Systems pp. 1705-1739

Clemens Tegetmeier, Arne Johannssen and Nataliya Chukhrova

On Poisson Moment Exponential Distribution with Associated Regression and INAR(1) Process pp. 1741-1759

R. Maya, Jie Huang, M. R. Irshad and Fukang Zhu

On Progressively Censored Generalized X-Exponential Distribution: (Non) Bayesian Estimation with an Application to Bladder Cancer Data pp. 1761-1798

Kousik Maiti, Suchandan Kayal and Aditi Kar Gangopadhyay

A New Compound Distribution and Its Applications in Over-dispersed Count Data pp. 1799-1820

Peer Bilal Ahmad and Mohammad Kafeel Wani

Patient Questionnaires Based Parkinson’s Disease Classification Using Artificial Neural Network pp. 1821-1864

Tarakashar Das, Sabrina Mobassirin, Syed Md. Minhaz Hossain, Aka Das, Anik Sen, Khaleque Md. Aashiq Kamal and Kaushik Deb

Unified Image Harmonization with Region Augmented Attention Normalization pp. 1865-1886

Junjie Hou, Yuqi Zhang and Duo Su

Volume 11, issue 4, 2024

UAV-YOLOv5: A Swin-Transformer-Enabled Small Object Detection Model for Long-Range UAV Images pp. 1109-1138

Jun Li, Chong Xie, Sizheng Wu and Yawei Ren

Stable Variable Selection for High-Dimensional Genomic Data with Strong Correlations pp. 1139-1164

Reetika Sarkar, Sithija Manage and Xiaoli Gao

LADDERS: Log Based Anomaly Detection and Diagnosis for Enterprise Systems pp. 1165-1183

Sakib A. Mondal, Prashanth Rv, Sagar Rao and Arun Menon

Inferences Based on Correlated Randomly Censored Gumbel’s Type-I Bivariate Exponential Distribution pp. 1185-1207

Hare Krishna and Rajni Goel

Shrinkage Estimation for Location and Scale Parameters of Logistic Distribution Under Record Values pp. 1209-1224

Shubham Gupta, Gajendra K. Vishwakarma and A. M. Elsawah

Bayesian Analysis of Generalized Inverted Exponential Distribution Based on Generalized Progressive Hybrid Censoring Competing Risks Data pp. 1225-1264

Amal S. Hassan, Rana M. Mousa and Mahmoud H. Abu-Moussa

Reaction Function for Financial Market Reacting to Events or Information pp. 1265-1290

Bo Li and Guangle Du

Bayesian Estimation of Multiple Covariate of Autoregressive (MC-AR) Model pp. 1291-1301

Jitendra Kumar, Ashok Kumar and Varun Agiwal

Estimation of $$ P[Y pp. 1303-1340

Dipak D. Patil, U. V. Naik-Nimbalkar and M. M. Kale

Spatial Data Analysis for Robust Classification of Network Topology Through Synthetic Combinatorics pp. 1341-1359

Samrat Hore, Stabak Roy, Malabika Boruah and Saptarshi Mitra

Blockchain Adoption in Operations Management: A Systematic Literature Review of 14 Years of Research pp. 1361-1389

Mansoureh Beheshti Nejad, Seyed Mahmoud Zanjirchi, Seyed Mojtaba Hosseini Bamakan and Negar Jalilian

Research on Pricing of Data Based on Bi-level Programming Model pp. 1391-1419

Yurong Ding and Yingjie Tian

Unlocking Online Insights: LSTM Exploration and Transfer Learning Prospects pp. 1421-1434

Muhammad Tahir, Sufyan Ali, Ayesha Sohail, Ying Zhang and Xiaohua Jin

Bayesian Inference for the Entropy of the Rayleigh Model Based on Ordered Ranked Set Sampling pp. 1435-1458

Mohammed S. Kotb, Haidy A. Newer and Marwa M. Mohie El-Din

Statistical Modelling for Pandemic Crisis Management in Universities pp. 1459-1481

Shayan Frouzanfar, Maryam Omidi Najafabadi and Seyed Mehdi Mirdamadi

Modelling and Forecasting of Covid-19 Using Periodical ARIMA Models pp. 1483-1502

Amaal Elsayed Mubarak and Ehab Mohamed Almetwally

Volume 11, issue 3, 2024

Automatic Merging of Scopus and Web of Science Data for Simplified and Effective Bibliometric Analysis pp. 785-802

HimaJyothi Kasaraneni and Salini Rosaline

Count Regression and Machine Learning Techniques for Zero-Inflated Overdispersed Count Data: Application to Ecological Data pp. 803-817

Bonelwa Sidumo, Energy Sonono and Isaac Takaidza

The effect of coronavirus infection on QT and QTc intervals of hospitalized patients in Qazvin, Iran pp. 819-830

Azadeh Najjar, Abbas Allami, Samira Dodangeh and Mohammad Mahdi Daei

Inception-UDet: An Improved U-Net Architecture for Brain Tumor Segmentation pp. 831-853

Ilyasse Aboussaleh, Jamal Riffi, Adnane Mohamed Mahraz and Hamid Tairi

Image Steganography Using Fractal Cover and Combined Chaos-DNA Based Encryption pp. 855-885

Asha Durafe and Vinod Patidar

An Alternative to the Beta Regression Model with Applications to OECD Employment and Cancer Data pp. 887-908

Idika E. Okorie and Emmanuel Afuecheta

On Step-Stress Partially Accelerated Life Testing with Competing Risks Under Progressive Type-II Censoring pp. 909-930

Sara O. Abd El-Azeem, Mahmoud H. Abu-Moussa, Moustafa M. Mohie El-Din and Lamiaa S. Diab

Assessment of Two Process Capabilities by Using Generalized Confidence Intervals and its Applications pp. 931-945

Mahendra Saha

Exchange Rate Forecasting: Nonlinear GARCH-NN Modeling Approach pp. 947-957

Fahima Charef

Jump-Drop Adjusted Prediction of Cumulative Infected Cases Using the Modified SIS Model pp. 959-978

Rashi Mohta, Sravya Prathapani and Palash Ghosh

Quantitative Analysis of Group for Epidemiology Architectural Approach pp. 979-1001

Dephney Mathebula

Spiral Fractal Compression in Transform Domains for Underwater Communication pp. 1003-1030

A. Selim, Taha E. Taha, Adel S. El-Fishawy, O. Zahran, M. M. Hadhoud, M. I. Dessouky, Fathi E. Abd El-Samie and Noha El-Hag

Bayesian Learning of Personalized Longitudinal Biomarker Trajectory pp. 1031-1050

Shouhao Zhou, Xuelin Huang, Chan Shen and Hagop M. Kantarjian

Natural Discrete One Parameter Polynomial Exponential Family of Distributions and the Application pp. 1051-1076

Sudhansu S. Maiti, Molay Kumar Ruidas and Sumanta Adhya

Predicting the Functional Changes in Protein Mutations Through the Application of BiLSTM and the Self-Attention Mechanism pp. 1077-1094

Zixuan Fan and Yan Xu

Research on Intelligent Courses in English Education based on Neural Networks pp. 1095-1107

Huimin Yao and Haiyan Wang

Volume 11, issue 2, 2024

Separation Axioms on Spatial Topological Space and Spatial Data Analysis pp. 411-423

Rakhal Das and Binod Chandra Tripathy

Problem of Compromise Allocation in Multivariate Stratified Sampling Using Intuitionistic Fuzzy Programming pp. 425-444

Srikant Gupta, Ahteshamul Haq and Rahul Varshney

A Framework for Industrial Inspection System using Deep Learning pp. 445-478

Monowar Wadud Hridoy, Mohammad Mizanur Rahman and Saadman Sakib

Statistical Analysis from the Generalized Inverse Lindley Distribution with Adaptive Type-II Progressively Hybrid Censoring Scheme pp. 479-506

Intekhab Alam, Murshid Kamal, Mohammad Tariq Intezar, Saqib Showkat Wani and Imran Alam

Data Analysis by Adaptive Progressive Hybrid Censored Under Bivariate Model pp. 507-548

El-Sayed A. El-Sherpieny, Hiba Z. Muhammed and Ehab M. Almetwally

A New Class of Distribution Over Bounded Support and Its Associated Regression Model pp. 549-569

Ishfaq S. Ahmad, Rameesa Jan, Poonam Nirwan and Peer Bilal Ahmad

Student Trend Analysis for Foreign Education Employing Machine Learning: A Case Study from ‘Disha Consultants’, Gujarat, India pp. 571-588

Manan Shah, Ameya Kshirsagar and Tulasi Sushra

Large Scopus Data Sets and Its Analysis for Decision Making pp. 589-618

Prem Kumar Singh

Impact of COVID-19 on Stock Indices Volatility: Long-Memory Persistence, Structural Breaks, or Both? pp. 619-646

Abdinardo Moreira Barreto Oliveira, Anandadeep Mandal and Gabriel J. Power

Supervised Feature Selection via Quadratic Surface Regression with $$l_{2,1}$$ l 2, 1 -Norm Regularization pp. 647-675

Changlin Wang, Zhixia Yang, Junyou Ye, Xue Yang and Manchen Ding

Robust Regression Analysis in Analyzing Financial Performance of Public Sector Banks: A Case Study of India pp. 677-691

Asif Pervez and Irfan Ali

DeepKPred: Prediction and Functional Analysis of Lysine 2-Hydroxyisobutyrylation Sites Based on Deep Learning pp. 693-707

Shiqi Fan and Yan Xu

Improving Bayesian Classifier Using Vine Copula and Fuzzy Clustering Technique pp. 709-732

Ha Che-Ngoc, Thao Nguyen-Trang, Hieu Huynh- Van and Tai Vo- Van

A Survey on Differential Privacy for Medical Data Analysis pp. 733-747

WeiKang Liu, Yanchun Zhang, Hong Yang and Qinxue Meng

Research on Wind Turbine Fault Diagnosis Method Realized by Vibration Monitoring pp. 749-758

Xiuhua Jiang

A Generalized Gompertz Distribution with Hazard Power Parameter and Its Bivariate Extension: Properties and Applications pp. 759-784

Hiba Zeyada Muhammed

Volume 11, issue 1, 2024

Enhancing Diabetic Retinopathy Diagnosis with ResNet-50-Based Transfer Learning: A Promising Approach pp. 1-24

S. Karthika, M. Durgadevi and T. Yamuna Rani

A Review on Applications of Chaotic Maps in Pseudo-Random Number Generators and Encryption pp. 25-50

Rasika B. Naik and Udayprakash Singh

Progressive Type-II Censored Samples for Bivariate Weibull Distribution with Economic and Medical Applications pp. 51-85

El-Sayed A. El-Sherpieny, Hiba Z. Muhammed and Ehab M. Almetwally

A Generalization of New Pareto-Type Distribution pp. 87-101

Kadir Karakaya, Yunus Akdoğan, A. Saadati Nik, Coşkun Kuş and Akbar Asgharzadeh

A Comprehensive Study of Artificial Intelligence and Cybersecurity on Bitcoin, Crypto Currency and Banking System pp. 103-135

Tamanna Choithani, Asmita Chowdhury, Shriya Patel, Poojan Patel, Daxal Patel and Manan Shah

On Poisson Moment Exponential Distribution with Applications pp. 137-158

Muhammad Ahsan-ul-Haq

Sentiment Analysis of Twitter Feeds Using Flask Environment: A Superior Application of Data Analysis pp. 159-180

Astha Modi, Khelan Shah, Shrey Shah, Samir Patel and Manan Shah

A Novel G Family for Single Acceptance Sampling Plan with Application in Quality and Risk Decisions pp. 181-199

Basma Ahmed, M. Masoom Ali and Haitham M. Yousof

Modeling the Impact of Delay on the Aggregation of AD Proteins pp. 201-215

Alessandro Nutini, Ayesha Sohail, Robia Arif, Mudassar Fiaz and O. A. Beg

Modeling Hybrid Feature-Based Phishing Websites Detection Using Machine Learning Techniques pp. 217-242

Sumitra Guptta, Khandaker Tayef Shahriar, Hamed Alqahtani, Dheyaaldin Alsalman and Iqbal H. Sarker

Deep Neural Network (DNN) Mechanism for Identification of Diseased and Healthy Plant Leaf Images Using Computer Vision pp. 243-272

Satti R. G. Reddy, G. P. Saradhi Varma and Rajya Lakshmi Davuluri

Prediction Control Charts: A New and Flexible Artificial Intelligence-Based Statistical Process Control Approach pp. 273-306

Laion L. Boaventura, Rosemeire L. Fiaccone and Paulo H. Ferreira

Performances of Machine Learning Models for Diagnosis of Alzheimer’s Disease pp. 307-335

Siddhartha Kumar Arjaria, Abhishek Singh Rathore, Dhananjay Bisen and Sanjib Bhattacharyya

“Transfer Learning” for Bridging the Gap Between Data Sciences and the Deep Learning pp. 337-345

Ayesha Sohail

Context-Based Bigram Model for POS Tagging in Hindi: A Heuristic Approach pp. 347-378

Santosh Kumar Bharti, Rajeev Kumar Gupta, Samir Patel and Manan Shah

Machine Learning Algorithms for Crime Prediction under Indian Penal Code pp. 379-410

Rabia Musheer Aziz, Prajwal Sharma and Aftab Hussain