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Annals of Data Science

2016 - 2024

Current editor(s): Yong Shi

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Volume 11, issue 1, 2024

Enhancing Diabetic Retinopathy Diagnosis with ResNet-50-Based Transfer Learning: A Promising Approach pp. 1-24 Downloads
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 Downloads
Rasika B. Naik and Udayprakash Singh
Progressive Type-II Censored Samples for Bivariate Weibull Distribution with Economic and Medical Applications pp. 51-85 Downloads
El-Sayed A. El-Sherpieny, Hiba Z. Muhammed and Ehab M. Almetwally
A Generalization of New Pareto-Type Distribution pp. 87-101 Downloads
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 Downloads
Tamanna Choithani, Asmita Chowdhury, Shriya Patel, Poojan Patel, Daxal Patel and Manan Shah
On Poisson Moment Exponential Distribution with Applications pp. 137-158 Downloads
Muhammad Ahsan-ul-Haq
Sentiment Analysis of Twitter Feeds Using Flask Environment: A Superior Application of Data Analysis pp. 159-180 Downloads
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 Downloads
Basma Ahmed, M. Masoom Ali and Haitham M. Yousof
Modeling the Impact of Delay on the Aggregation of AD Proteins pp. 201-215 Downloads
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 Downloads
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 Downloads
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 Downloads
Laion L. Boaventura, Rosemeire L. Fiaccone and Paulo H. Ferreira
Performances of Machine Learning Models for Diagnosis of Alzheimer’s Disease pp. 307-335 Downloads
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 Downloads
Ayesha Sohail
Context-Based Bigram Model for POS Tagging in Hindi: A Heuristic Approach pp. 347-378 Downloads
Santosh Kumar Bharti, Rajeev Kumar Gupta, Samir Patel and Manan Shah
Machine Learning Algorithms for Crime Prediction under Indian Penal Code pp. 379-410 Downloads
Rabia Musheer Aziz, Prajwal Sharma and Aftab Hussain

Volume 10, issue 6, 2023

Simulating Fréchet Distribution Under Multiply Censored Partially Accelerated Life Testing pp. 1447-1458 Downloads
Showkat Ahmad Lone
Parametric Classification using Fuzzy Approach for Handling the Problem of Mixed Pixels in Ground Truth Data for a Satellite Image pp. 1459-1472 Downloads
A. R. Sherwani and Q. M. Ali
Machine Learning for Intelligent Data Analysis and Automation in Cybersecurity: Current and Future Prospects pp. 1473-1498 Downloads
Iqbal H. Sarker
Statistical Inference to the Parameter of the Akshaya Distribution under Competing Risks Data with Application HIV Infection to AIDS pp. 1499-1525 Downloads
Dina A. Ramadan, Ehab M. Almetwally and Ahlam H. Tolba
Feature Selection in Imbalanced Data pp. 1527-1541 Downloads
Firuz Kamalov, Fadi Thabtah and Ho Hon Leung
Machine Learning for Cloud Cover Detection Using Multispectral Satellite Images pp. 1543-1557 Downloads
Preeti Verma and Sunil Patil
A Comparative Study on Calibration Approach Based Estimators for Domain Estimation Utilizing Power Function: Revisited pp. 1559-1569 Downloads
Ashutosh, Piyush Kant Rai and Ajeet Kumar Singh
VNS Based MADM-Strategy Under Possibility Environment pp. 1571-1582 Downloads
Bimal Shil, Prasenjit Sinha, Binod Chandra Tripathy and Suman Das
ComStreamClust: a Communicative Multi-Agent Approach to Text Clustering in Streaming Data pp. 1583-1605 Downloads
Ali Najafi, Araz Gholipour-Shilabin, Rahim Dehkharghani, Ali Mohammadpur-Fard and Meysam Asgari-Chenaghlu
A Machine Learning Model for Predicting Individual Substance Abuse with Associated Risk-Factors pp. 1607-1634 Downloads
Uwaise Ibna Islam, Enamul Haque, Dheyaaldin Alsalman, Muhammad Nazrul Islam, Mohammad Ali Moni and Iqbal H. Sarker
A Framework for Collaborative Computing on Top of Mobile Cloud Computing to Exploit Idle Resources pp. 1635-1651 Downloads
A. Ramesh Babu and Niraj Upadhayaya
Statistical Analysis Under Geometric Process in Accelerated Life Testing Plans for Generalized Exponential Distribution pp. 1653-1665 Downloads
Showkat Ahmad Lone, Intekhab Alam and Ahmadur Rahman

Volume 10, issue 5, 2023

The Beta Exponential Power Series Distribution pp. 1157-1178 Downloads
Nafiseh Khojastehbakht, Amirhossein Ghatari and Ehsan Bahrami Samani
Optimization of Tool Life, Surface Roughness and Production Time in CNC Turning Process Using Taguchi Method and ANOVA pp. 1179-1197 Downloads
N. J. Rathod, M. K. Chopra, Prem Kumar Chaurasiya and U. S. Vidhate
The Lindley Gompertz Model for Estimating the Survival Rates: Properties and Applications in Insurance pp. 1199-1216 Downloads
Heba Soltan Mohamed, M. Masoom Ali and Haitham M. Yousof
Impact of Exchange Rate on Ethiopian Trade Balance: Evidence from ARDL Model pp. 1217-1236 Downloads
Fassil Eshetu and Nega Eshetu
Inferential Survival Analysis for Inverted NH Distribution Under Adaptive Progressive Hybrid Censoring with Application of Transformer Insulation pp. 1237-1284 Downloads
O. E. Abo-Kasem, Ehab M. Almetwally and Wael S. Abu El Azm
A Novel Test Statistic for Right Censored Validity under a new Chen extension with Applications in Reliability and Medicine pp. 1285-1299 Downloads
Mohamed Ibrahim, Khaoula Aidi, M. Masoom Ali and Haitham M. Yousof
Part of Speech Tagging Using Part of Speech Sequence Graph pp. 1301-1328 Downloads
Pejman Gholami-Dastgerdi and Mohammad-Reza Feizi-Derakhshi
Inference on a Multicomponent Stress-Strength Model Based on Unit-Burr III Distributions pp. 1329-1359 Downloads
Devendra Pratap Singh, Mayank Kumar Jha, Yogesh Mani Tripathi and Liang Wang
Forecasting Directional Movement of Stock Prices using Deep Learning pp. 1361-1378 Downloads
Deeksha Chandola, Akshit Mehta, Shikha Singh, Vinay Anand Tikkiwal and Himanshu Agrawal
Competing Risk Analysis in Constant Stress Partially Accelerated Life Tests Under Censored Information pp. 1379-1403 Downloads
Intekhab Alam, Sadia Anwar, Lalit Kumar Sharma and Aquil Ahmed
Optimization on the Turning Process Parameters of SS 304 Using Taguchi and TOPSIS pp. 1405-1419 Downloads
Nikhil J. Rathod, Manoj K. Chopra, Prem Kumar Chaurasiya, Umesh S. Vidhate and Abhishek Dasore
Platform Resource Scheduling Method Based on Branch-and-Bound and Genetic Algorithm pp. 1421-1445 Downloads
Yanfen Zhang, Jinyao Ma, Haibin Zhang and Bin Yue

Volume 10, issue 4, 2023

Wind Speed Prediction of Central Region of Chhattisgarh (India) Using Artificial Neural Network and Multiple Linear Regression Technique: A Comparative Study pp. 851-873 Downloads
Manoj Verma, Harish Kumar Ghritlahre and Ghrithanchi Chandrakar
A Class of Bivariate Modified Weighted Distributions: Properties and Applications pp. 875-906 Downloads
Hiba Zeyada Muhammed
A Machine Learning Approach and Methodology for Solar Radiation Assessment Using Multispectral Satellite Images pp. 907-932 Downloads
Preeti Verma and Sunil Patil
A Case Study of Optimization of a Solar Power Plant Sizing and Placement in Madhya Pradesh, India Using Multi-Objective Genetic Algorithm pp. 933-966 Downloads
Manoj Verma, Harish Kumar Ghritlahre and Surendra Bajpai
Monitoring COVID-19 Cases and Vaccination in Indian States and Union Territories Using Unsupervised Machine Learning Algorithm pp. 967-989 Downloads
S. Chakraborty
The Zero-Inflated Negative Binomial Semiparametric Regression Model: Application to Number of Failing Grades Data pp. 991-1006 Downloads
Elton G. Aráujo, Julio C. S. Vasconcelos, Denize P. Santos, Edwin M. M. Ortega, Dalton Souza and João P. F. Zanetoni
Genetic Algorithms in the Fields of Artificial Intelligence and Data Sciences pp. 1007-1018 Downloads
Ayesha Sohail
Deep Learning System and It’s Automatic Testing: An Approach pp. 1019-1033 Downloads
Rijwan Khan
On Some Estimation Methods for the Inverse Pareto Distribution pp. 1035-1068 Downloads
Indrajeet Kumar, Shishir Kumar Jha and Kapil Kumar
The Discrete Analogue of the Weibull G Family: Properties, Different Applications, Bayesian and Non-Bayesian Estimation Methods pp. 1069-1106 Downloads
Mohamed Ibrahim, M. Masoom Ali and Haitham M. Yousof
Generalized Regression Neural Network Model Based Estimation of Global Solar Energy Using Meteorological Parameters pp. 1107-1125 Downloads
M. Sridharan
A Generalized-Alpha–Beta-Skew Normal Distribution with Applications pp. 1127-1155 Downloads
Sricharan Shah, Partha Jyoti Hazarika, Subrata Chakraborty and M. Masoom Ali

Volume 10, issue 3, 2023

Bipolar Pythagorean Fuzzy Sets and Their Application in Multi-attribute Decision Making Problems pp. 555-587 Downloads
Wasim Akram Mandal
Modified Beta Inverse Flexible Weibull Extension Distribution pp. 589-617 Downloads
Abdul Ghaniyyu Abubakari, Claudio Chadli Kandza-Tadi and Edwin Moyo
Multimodal Price Prediction pp. 619-635 Downloads
Aidin Zehtab-Salmasi, Ali-Reza Feizi-Derakhshi, Narjes Nikzad-Khasmakhi, Meysam Asgari-Chenaghlu and Saeideh Nabipour
Student-Performulator: Predicting Students’ Academic Performance at Secondary and Intermediate Level Using Machine Learning pp. 637-655 Downloads
Shah Hussain and Muhammad Qasim Khan
A Comprehensive Study on Implementing Big Data in the Auditing Industry pp. 657-677 Downloads
Salonee Patel and Manan Shah
Forecasting of Wind Speed by Using Three Different Techniques of Prediction Models pp. 679-711 Downloads
Manoj Verma and Harish Kumar Ghritlahre
The Logit Exponentiated Power Exponential Regression with Applications pp. 713-735 Downloads
Fábio Prataviera, Aline Martineli Batista, Edwin M. M. Ortega, Gauss M. Cordeiro and Bruno Montoani Silva
E-Bayesian and Hierarchical Bayesian Estimations for the Inverse Weibull Distribution pp. 737-759 Downloads
Abdulkareem M. Basheer, H. M. Okasha, A. H. El-Baz and A. M. K. Tarabia
A Comprehensive Review on Computer Vision and Fuzzy Logic in Forensic Science Application pp. 761-785 Downloads
Prarthi Thakkar, Darshil Patel, Isha Hirpara, Jinesh Jagani, Smit Patel, Manan Shah and Ameya Kshirsagar
The Link Between Output Growth and Output Growth Volatility: Barbados pp. 787-804 Downloads
Terence D. Agbeyegbe
The Reflected-Shifted-Truncated Lomax Distribution: Associated Inference with Applications pp. 805-828 Downloads
Sanku Dey, Emrah Altun, Devendra Kumar and Indranil Ghosh
A Comprehensive Survey of Anomaly Detection Algorithms pp. 829-850 Downloads
Durgesh Samariya and Amit Thakkar

Volume 10, issue 2, 2023

An Application of Extreme Value Theory for Measuring Financial Risk in BRICS Economies pp. 251-290 Downloads
Emmanuel Afuecheta, Chigozie Utazi, Edmore Ranganai and Chibuzor Nnanatu
Efficiency of Domain Mean Estimators in the Presence of Non-response Using Two-Stage Sampling with Non-linear and Linear Cost Function pp. 291-316 Downloads
David A. Alilah, C. O. Ouma and E. O. Ombaka
Bayesian Estimation of Stress Strength Reliability from Inverse Chen Distribution with Application on Failure Time Data pp. 317-347 Downloads
Varun Agiwal
Estimation of the Location and Scale Parameters of Generalized Pareto Distribution Based on Progressively Type-II Censored Order Statistics pp. 349-383 Downloads
Devendra Kumar, Mazen Nassar, Mansoor Rashid Malik and Sanku Dey
Determining the Most Important Variables for Women’s Entrepreneurship Crisis Management by Neuro Fuzzy System pp. 385-392 Downloads
Vojo Lakovic
A Determining Degree-Based Method for Classification Problems with Interval-Valued Attributes pp. 393-413 Downloads
Xueyan Xu, Fusheng Yu and Runjun Wan
Unit Modified Burr-III Distribution: Estimation, Characterizations and Validation Test pp. 415-440 Downloads
Muhammad Ahsan ul Haq, Sharqa Hashmi, Khaoula Aidi, Pedro Luiz Ramos and Francisco Louzada
Parametric and Interval Estimation Under Step-Stress Partially Accelerated Life Tests Using Adaptive Type-II Progressive Hybrid Censoring pp. 441-453 Downloads
Intekhab Alam and Aquil Ahmed
Some Further Properties and Bayesian Inference for Inverse xgamma Distribution Under Progressive Type-II Censored Scheme pp. 455-479 Downloads
Abhimanyu Singh Yadav, Subhradev Sen, Sudhansu S. Maiti, Mahendra Saha and Shivanshi Shukla
Bayesian and Non-Bayesian Estimation for the Bivariate Inverse Weibull Distribution Under Progressive Type-II Censoring pp. 481-512 Downloads
Hiba Z. Muhammed and Ehab M. Almetwally
Measuring Variability and Factors Affecting the Agricultural Production: A Ridge Regression Approach pp. 513-526 Downloads
Monika Devi, D. P. Malik, Vinay Mehala and P. Mishra
Bayesian Estimation and Optimal Censoring of Inverted Generalized Linear Exponential Distribution Using Progressive First Failure Censoring pp. 527-554 Downloads
Mohamed A. W. Mahmoud, Mohamed G. M. Ghazal and Hossam M. M. Radwan

Volume 10, issue 1, 2023

Application of Generalized Regression Neural Network in Predicting the Performance of Solar Photovoltaic Thermal Water Collector pp. 1-23 Downloads
M. Sridharan
Sparse Principal Component Analysis for Natural Language Processing pp. 25-41 Downloads
Reza Drikvandi and Olamide Lawal
Progressive Type-II Censored Data and Associated Inference with Application Based on Li–Li Rayleigh Distribution pp. 43-71 Downloads
Devendra Kumar, M. Nassar and Sanku Dey
A Statistical Analysis of Chinese Stock Indices Returns From Approach of Parametric Distributions Fitting pp. 73-88 Downloads
Yuancheng Si and Saralees Nadarajah
Estimating Reliability Characteristics of the Log-Logistic Distribution Under Progressive Censoring with Two Applications pp. 89-128 Downloads
Kousik Maiti and Suchandan Kayal
A Study on Academic Attainment of Agriculture Students and its Correlates: A Dummy Regression Approach pp. 129-152 Downloads
Herojit Singh, Abhijnan Das, Soumik Dey, Lakshmi Narsimhaiah, Pramit Pandit, Kanchan Sinha, P. K. Sahu and P. Mishra
Estimation of Domain Mean Using Conventional Synthetic Estimator with Two Auxiliary Characters pp. 153-166 Downloads
Comparison Between Dependent and Independent Ranked Set Sampling Designs for Parametric Estimation with Applications pp. 167-182 Downloads
M. Shaaban and M. Yahya
A Comprehensive Comparative Study of Artificial Neural Network (ANN) and Support Vector Machines (SVM) on Stock Forecasting pp. 183-208 Downloads
Akshit Kurani, Pavan Doshi, Aarya Vakharia and Manan Shah
Bayesian Effective Biological Dose Determination in Immunotherapy Response Trial pp. 209-223 Downloads
Souvik Banerjee, Triparna Bose, Vijay M. Patil, Atanu Bhattacharjee and Kumar Prabhash
A New Extension of the Topp–Leone-Family of Models with Applications to Real Data pp. 225-250 Downloads
Mustapha Muhammad, Lixia Liu, Badamasi Abba, Isyaku Muhammad, Mouna Bouchane, Hexin Zhang and Sani Musa
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