Annals of Data Science

2016 - 2026

Current editor(s): Yong Shi

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Volume 13, issue 4, 2026

On Bivariate Dynamic Past Inaccuracy Measure pp. 769-803

K. V. Viswakala, E. V. Gijo and E. I. Abdul Sathar

Spatial Functional Data and Classification Techniques to Control a Hand Prosthesis Using Silent Speech pp. 805-828

Valeria Bejarano, Martha Patricia Bohorquez Castañeda, Juan Carlos Riaño, Luis Carlos Sarmiento Vela and Rafael Rentería

RBON: A Robust Bi-objective Feature Selection Framework Using Hybrid Ensemble Technique and NSGA-II pp. 829-847

Kurman Sangeeta and Sumitra Kisan

Deep CP-CXR: A Deep Learning Model for Classification of Covid-19 and Pneumonia Disease Using Chest X-Ray Images pp. 849-872

Kuljeet Singh, Anubha Gaur, Sachin Kumar, Sourabh Shastri and Vibhakar Mansotra

Feature Selection with an Improved Flow Direction Algorithm to Improve the Performance of Intrusion Detection Systems pp. 873-907

Farideh Ghahramani and Farhad Soleimanian Gharehchopogh

Variable Selection and Variable Integration for Categorical Dummy Variables in Regression Analysis pp. 909-934

Mototsugu Fukushige

Exponentiated Odd Lindley-X Power Series Class of Distributions: Properties and Applications pp. 935-962

Fastel Chipepa, Nonhle Mdziniso, Shahid Mohammad and Sher Chhetri

A ML-Driven Framework for Phase Prediction in High-Entropy Alloys pp. 963-985

Yingting Guo and Yan Xu

Two new multi-view robust principal component analysis methods pp. 987-1011

Fukang Long, Ling Jing, Yi Li, Bai Xue and Qiuyang Zhang

Deep Reinforcement Learning for Personalised Music Learning Pathways pp. 1013-1032

Ni Li and Zixiang Hong

Diabetes Prediction Leveraging Various Feature Selection Techniques and Machine Learning Algorithms pp. 1033-1055

Sayed Zabihullah Musawi and Mohammad Farshi

Constrained Probabilistic Self-Organizing Map: Enhanced Approach for Degeneracy Prevention pp. 1057-1074

Zakariya Abibi, Zakariae En-Naimani and Khalid Haddouch

Volume 13, issue 3, 2026

AI Challenges and Future in the Global South pp. 523-529

Bolanle A. Ojokoh, Emile R. Chimusa, Oluwafemi A. Sarumi, Oluwarotimi W. Samuel and Santosh K.c

Post-COVID Health Behaviours and Perceptions Among Nigerian University Students: Insights for Sustainable Public Health Policy and Future Pandemic Preparedness pp. 531-560

Abimbola H. Afolayan and Chukwuemeka C. Ugwu

Tuberculosis Disease Classification Using Machine Learning-Based Techniques pp. 561-574

Racheal Shade Akinbo, Gladstone Eli Atrakpo and Oladunni Abosede Daramola

Comparative Analysis of Machine Learning and Deep Learning Models of Binary Classification of Alzheimer Disease Using Longitudinal Non-imaging Data pp. 575-590

Bukola Badeji-Ajisafe and Balikis Pelumioluwa Abdulraheem

Tracy and Tracer: AI-Powered Mobile Applications for Privacy-Preserving Contact Tracing and Health Monitoring pp. 591-608

Bolanle Adefowoke Ojokoh, Benjamin Segun Aribisala, Arome Junior Gabriel, Olusola Tope Babalola, Oluwafemi Abimbola Sarumi, Tobore Victor Igbe, Olatunji Omisore, Abimbola Helen Afolayan, Abiola Ezekiel Taiwo, Uchechukwu M. Chukwuocha, Tolulope Anthonia Ugwu and Daniel Adeniyi

Investigating the Performance of the Super-Learning Ensemble Algorithm in the Binary Classification of Diseases pp. 609-625

Toluwase Ayobami Olowookere, Aanuoluwa Oyebola Adio, Godbless Uwen Peter, Olufunmilayo I. Olopade and Benjamin S. Aribisala

AML Diagnosis via Transfer Learning: A Modified ResNet50 Approach to Leukocyte Classification pp. 627-647

Oladayo Remilekun Falola, Muritala Abiola Asafa and Peter Adebayo Idowu

Process Model Development for Recovery of Heavy Metals from Wastewater Using Artificial Intelligence pp. 649-663

Abiola Ezekiel Taiwo and Paul Musonge

Enhancing Concrete Crack Detection Using Preprocessing Techniques on a Convolutional Neural Network and a Vision Transformer pp. 665-680

Joshua Ajayi and Oluwafemi Omotayo

Automatic Misogyny Detection using Supervised Artificial Neural Networks pp. 681-700

Olanike Christianah Akinduyite and Ogheneruno Chris-Umoru

Convolution Neural Network-Based Facial Recognition System for Detecting Student Impersonation in Educational Institution pp. 701-714

Ednah Olubunmi Aliyu, Adedamola Ayobami Adeleke, Felix Ola Aranuwa, Olanike Christianah Akinduyite and Olaniyi Abiodun Ayeni

A Data-Driven Ensemble Deep Learning Framework for Intelligent Intrusion Detection in Ethical Telehealth Systems pp. 715-725

Josephine Olamatanmi Mebawondu

Roles of Big Data Analytics on Customer Experience in eCommerce and Digital Financial Platforms pp. 727-739

Kolawole G. Akintola, Bukola A. Ifedayo-Ojo, Olukemi V. Olatunde, Oluwadamilola E. Muritala and Saidi O. Lawal

Economic Profile Generation from Textual Data Using an Algorithm Framework pp. 741-768

Olusola Babalola, Bolanle Ojokoh and Olutayo Boyinbode

Volume 13, issue 2, 2026

STL-LSTM Hybrid Model for Forecasting Seasonal Agricultural Price Series pp. 279-302

Ronit Jaiswal, Girish K. Jha, Rajeev Ranjan Kumar and Kapil Choudhary

Two-Sample Test for Testing Equality of Location Vectors Based on Outlying Function pp. 303-328

M. S. Barale and D. T. Shirke

Within Importance Score Aggregation for Wrapper-Based Feature Selection and Its Stability pp. 329-353

Reem Salman, Ayman Alzaatreh and Hana Sulieman

Design of Facial Expression Recognition Technology Based on Image Processing in Affective Computing Interactive System pp. 355-374

Li Xiaoshu and Ji Kang

Correction: Exponentiated Odd Lindley-X Power Series Class of Distributions: Properties and Applications pp. 375-376

Fastel Chipepa, Nonhle Mdziniso, Shahid Mohammad and Sher Chhetri

Correction: A New Hyperbolic Tangent Family of Distributions: Properties and Applications pp. 377-377

Shahid Mohammad and Isabel Mendoza

Will Market Participants Affect the Volume-Price Relationship in the Chinese Stock Market? An Empirical Analysis Based on the DCC-MIDAS Model pp. 379-400

Zhanpeng Cai, Yong Tang, Jingjing Fang and Shunfeng Wan

Adaptive Hierarchical Attention for Multivariate Time Series Anomaly Detection pp. 401-421

Xiaohan You, Xiaobo Guo, Binfeng Wang and Changbin Wang

Revisiting Computing Paradigm for Partitional Clustering Analysis and Recommendations pp. 423-453

Hakam Singh, Yugal Kumar and Nagesh Kumar

EdgeSculpt-HO: A hybrid optimization AI model for Real-Time 3D sculpture and pottery design pp. 455-487

Lu kun Huang

Research on Data Monitoring of Power Grid Operation Status Based on Internet of Things Technology pp. 489-500

Qiang Li, Weijian Zhang, Weizhi Lu, Yuan Liu and Di Cai

Understanding Patient Satisfaction in Online Healthcare: A Study from Doctor-Patient Interaction Perspective pp. 501-521

Yalin Su, Junli Zhang and Xiaodan Yu

Volume 13, issue 1, 2026

Cancelable Speaker Identification Based on Speech Deconvolution Methods pp. 1-27

Marwa A. Elsayed, Walid El-Shafai, Mohsen A. Rashwan, Moawad I. Dessouky, Adel S. El-Fishawy and Fathi E. Abd El-Samie

A Decision-Theoretic Approach to Model Choice pp. 29-39

Markku Karhunen

Gaussian Copula Joint Models for Mixed Longitudinal (k, l)-Inflated Conway–Maxwell Poisson and Continuous Responses pp. 41-62

Fateme Rezaee and Ehsan Bahrami Samani

A Symmetric Purity Measure for Clustering Comparison pp. 63-77

José Luis Vázquez Noguera, Edgar López Pezoa, Gabriel Espínola and Sebastián Alberto Grillo

Autism Spectrum Disorder Identification Using Dual-Branch Fusion Model with Privacy-Preserving pp. 79-104

Hezi Jing, Wanyi Chen, Qingyang Xu, Jianjun Yang, Danushka Bandara, Rongzhen Wang, Ziping Zhao and Chao Liu

A Study on Quadri-Partitioned Interval-Valued Pythagorean Neutrosophic Fuzzy MCDM pp. 105-123

Manajit Roy, Bhimraj Basumatary and Binod Chandra Tripathy

Advancing Precision Healthcare: A Comparative Study of Machine Learning Approaches for Diabetes Classification pp. 125-142

Xiaohua Li and Yue Teng

Machine Learning-Based Analysis of College Student Performance and Examination Optimization pp. 143-161

Liu Hao, Yu Zhi, Si Cheng-wei, Yuan An-feng and Liu Da-lian

Bivariate semiparametric mixed models to longitudinally measured systolic and diastolic blood pressure of adult diabetic patients pp. 163-190

Tafere Tilahun Aniley, Legesse Kassa Debusho and Tadele Akeba Diriba

Financial Flows, Economic Integration and Macroeconomic Convergence in Africa: An Interactive and Threshold Effects pp. 191-214

Matthew I. Ogbuagu, Olufemi Saibu and Ogunniyi B. Matthew

Robust Estimation of Wild Blueberry Yield via Triple Integrated Machine Learning Techniques pp. 215-239

Xiaoming Yang

SHMADF: A Secure and Intelligent Framework for IoT-Enabled Healthcare Monitoring and Attack Detection pp. 241-278

Renuka Sagar, N. V. Sanjay Kumar, Anitha S. Sastry, Nanditha Krishna and S Reshma