Annals of Data Science

2016 - 2025

Current editor(s): Yong Shi

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Volume 12, issue 4, 2025

Real Estate Market Prediction Using Deep Learning Models pp. 1113-1156

Ramchandra Rimal, Binod Rimal, Hum Nath Bhandari, Nawa Raj Pokhrel and Keshab R. Dahal

Drinkers Voice Recognition Intelligent System: An Ensemble Stacking Machine Learning Approach pp. 1157-1187

Panduranga Vital Terlapu

Maximum Likelihood Estimation for Generalized Inflated Power Series Distributions pp. 1189-1209

Robert L. Paige

A Human Word Association Based Model for Topic Detection in Social Networks pp. 1211-1235

Mehrdad Ranjbar-Khadivi, Shahin Akbarpour, Mohammad-Reza Feizi-Derakhshi and Babak Anari

Transmuted Shifted Lindley Distribution: Characterizations, Classical and Bayesian Estimation with Applications pp. 1237-1264

A. Chakraborty, S. Rana and S. I. Maiti

Kernel Method for Estimating Matusita Overlapping Coefficient Using Numerical Approximations pp. 1265-1283

Omar M. Eidous and Enas A. Ananbeh

The Effect of Company Size, Profitability, Leverage, Media Exposure, and Liquidity on Carbon Emissions Disclosure pp. 1285-1313

Eva Yulianti and Stephanus Remond Waworuntu

Sustainable Development of Green Tourism Supply Chain Considering Blockchain Traceability and Government Subsidies pp. 1315-1342

Jixia Zheng, Rui Chen, Qinggen Zeng, Yanan Chen and Qianlin Ye

Uncovering University Application Patterns Through Graph Representation Learning pp. 1343-1368

Hendrik Santoso Sugiarto and Yozef Tjandra

Stock Prices Forecasting by Using a Novel Hybrid Method Based on the MFO-Optimized GRU Network pp. 1369-1387

Xinjian Zhang and Guanlin Liu

Improving Predictive Accuracy in Writing Assessment Through Advanced Machine Learning Techniques pp. 1389-1412

Xiao Zhang

Optimization of Oil and Gas Pipeline Leakage Data and Defect Identification Based on Graph Neural Processing pp. 1413-1430

Lizhen Zhang

Volume 12, issue 3, 2025

Classification of Privacy Preserved Medical Data with Fractional Tuna Sailfish Optimization Based Deep Residual Network in Cloud pp. 829-854

Shabanam K. Shikalgar, N. V. S. Pavan Kumar, Gavendra Singh and Faizur Rashid

Omega $${{\omega}}$$ ω —Type Probability Models: A Parametric Modification of Probability Distributions pp. 855-876

Udochukwu Victor Echebiri, Nosakhare Liberty Osawe and Chukwuemeka Thomas Onyia

A Deep Convolutional Neural Network-Based Approach for Visual Search & Recommendation of Grocery Products pp. 877-897

Nawreen Anan Khandaker, Amrin Rahman, Amrin Akter Pinky and Tasmiah Tamzid Anannya

Combining LASSO-type Methods with a Smooth Transition Random Forest pp. 899-928

Alexandre L. D. Gandini and Flavio A. Ziegelmann

A New Kernel Density Estimation-Based Entropic Isometric Feature Mapping for Unsupervised Metric Learning pp. 929-945

Alaor Cervati Neto, Alexandre Luís Magalhães Levada and Michel Ferreira Cardia Haddad

Improving Dementia Prediction Using Ensemble Majority Voting Classifier pp. 947-967

K. P. Muhammed Niyas and P. Thiyagarajan

Visual Question Answer System for Skeletal Image Using Radiology Images in the Healthcare Domain Based on Visual and Textual Feature Extraction Techniques pp. 969-990

Jinesh Melvin Y.I., Mukesh Shrimali and Sushopti Gawade

Analyzing Insurance Data with an Alpha Power Transformed Exponential Poisson Model pp. 991-1011

Mohammed A. Meraou, Mohammad Z. Raqab and Fatmah B. Almathkour

Exploring the Potential of the Kumaraswamy Discrete Half-Logistic Distribution in Data Science Scanning and Decision-Making pp. 1013-1040

Hend S. Shahen, Mohamed S. Eliwa and Mahmoud El-Morshedy

Optimal Individual Selection Algorithm Based on Layer Proximity and Branch Distance Functions pp. 1041-1054

An Yingjian and La Ping

PNAP-YOLO: An Improved Prompts-Based Naturalistic Adversarial Patch Model for Object Detectors pp. 1055-1072

Jun Li, Chenwu Shan, Liyan Shen, Yawei Ren and Jiajie Zhang

Rumor Governance Under Uncertain Conditions: An Evolutionary Game Theory Analysis pp. 1073-1111

Xuefan Dong and Lei Tang

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