Annals of Data Science

2016 - 2025

Current editor(s): Yong Shi

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Volume 6, issue 4, 2019

Improving Time Complexity and Accuracy of the Machine Learning Algorithms Through Selection of Highly Weighted Top k Features from Complex Datasets pp. 599-621

Abdul Majeed

Alpha-Power Transformed Lindley Distribution: Properties and Associated Inference with Application to Earthquake Data pp. 623-650

Sanku Dey, Indranil Ghosh and Devendra Kumar

On Exponential Negative-Binomial-X Family of Distributions pp. 651-672

Zawar Hussain, Muhammad Aslam and Zahid Asghar

Estimation and Prediction for Gompertz Distribution Under the Generalized Progressive Hybrid Censored Data pp. 673-705

M. M. Mohie El-Din, M. Nagy and M. H. Abu-Moussa

Generalized Lindley Distribution Based on Order Statistics and Associated Inference with Application pp. 707-736

Devendra Kumar and Anju Goyal

On Regularisation Methods for Analysis of High Dimensional Data pp. 737-763

Tanin Sirimongkolkasem and Reza Drikvandi

Odd Hyperbolic Cosine Exponential-Exponential (OHC-EE) Distribution pp. 765-785

Omid Kharazmi, Ali Saadatinik and Shahla Jahangard

A Dynamic Panel Gravity Model Application on the Determinant Factors of Ethiopia’s Coffee Export Performance pp. 787-806

Wondesen Teshome Bekele and Fekadu Gelaw Mersha

Reliability Models Using the Composite Generalizers of Weibull Distribution pp. 807-829

Gokarna R. Aryal, Keshav P. Pokhrel, Netra Khanal and Chris P. Tsokos

Statistical Inference for the Chen Distribution Based on Upper Record Values pp. 831-851

Farhad Yousaf, Sajid Ali and Ismail Shah

Volume 6, issue 3, 2019

On the Beta-G Poisson Family pp. 361-389

Gokarna R. Aryal, Sher B. Chhetri, Hongwei Long and Alfred A. Akinsete

The Exponentiated Generalized Marshall–Olkin Family of Distribution: Its Properties and Applications pp. 391-411

Laba Handique, Subrata Chakraborty and Thiago A. N. Andrade

On Modified Extended Exponential Power Life Testing Distribution: Development, Properties, Characterizations and Application pp. 413-439

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

A New Generalization of the Extended Exponential Distribution with an Application pp. 441-462

Devendra Kumar and Manoj Kumar

Exponentiated Generalized Power Series Family of Distributions pp. 463-489

Suleman Nasiru, Peter N. Mwita and Oscar Ngesa

Treatment Effect Decomposition and Bootstrap Hypothesis Testing in Observational Studies pp. 491-511

Hee Youn Kwon, Jason J. Sauppe and Sheldon H. Jacobson

Histopathological Breast-Image Classification Using Concatenated R–G–B Histogram Information pp. 513-529

Abdullah-Al Nahid and Yinan Kong

A Primer on a Flexible Bivariate Time Series Model for Analyzing First and Second Half Football Goal Scores: The Case of the Big 3 London Rivals in the EPL pp. 531-548

Yuvraj Sunecher, Naushad Mamode Khan, Vandna Jowaheer, Marcelo Bourguignon and Mohammad Arashi

On Three Parameter Discrete Generalized Inverse Weibull Distribution: Properties and Applications pp. 549-570

Bilal Ahmad Para and Tariq Rashid Jan

The Generalized Burr XII Power Series Distributions with Properties and Applications pp. 571-597

Ibrahim Elbatal, Emrah Altun, Ahmed Z. Afify and Gamze Ozel

Volume 6, issue 2, 2019

Power Lindley-G Family of Distributions pp. 189-210

Amal S. Hassan and Said G. Nassr

The Hyperbolic Sine Rayleigh Distribution with Application to Bladder Cancer Susceptibility pp. 211-222

Zubair Ahmad

A Modified Cancelable Biometrics Scheme Using Random Projection pp. 223-236

Randa F. Soliman, Mohamed Amin and Fathi E. Abd El-Samie

An Alternative Conjugate Prior Distribution for Positive Parameters pp. 237-243

Marcelo Bourguignon

Type II Half Logistic Exponential Distribution with Applications pp. 245-257

M. Elgarhy, Muhammad Ahsan Haq and Ismat Perveen

On the Inverse Power Lomax Distribution pp. 259-278

Amal S. Hassan and Marwa Abd-Allah

Mining and Classifying Images from an Advertisement Image Remover pp. 279-303

Graeme O’Meara

Analysis on Housing Affordability of Urban Residents in Mainland China Based on Multiple Indexes: Taking 35 Cities as Examples pp. 305-319

Yun Si Li, Ai Hua Li, Zhi Feng Wang and Qiang Wu

Inverse Gompertz Distribution: Properties and Different Estimation Methods with Application to Complete and Censored Data pp. 321-339

M. S. Eliwa, M. El-Morshedy and Mohamed Ibrahim

A Note on Modeling the Maxima of Lagos Rainfall pp. 341-359

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

Volume 6, issue 1, 2019

Type II Kumaraswamy Half Logistic Family of Distributions with Applications to Exponential Model pp. 1-20

El-Sayed A. El-Sherpieny and Mamhoud M. Elsehetry

Some Remarks on Odd Burr III Weibull Distribution pp. 21-38

Rana Muhammad Usman and Muhammad Ahsan ul Haq

Bivariate Gumbel-G Family of Distributions: Statistical Properties, Bayesian and Non-Bayesian Estimation with Application pp. 39-60

M. S. Eliwa and M. El-Morshedy

Multi-objective Inventory Model with Both Stock-Dependent Demand Rate and Holding Cost Rate Under Fuzzy Random Environment pp. 61-81

Totan Garai, Dipankar Chakraborty and Tapan Kumar Roy

Cubic Transmuted Weibull Distribution: Properties and Applications pp. 83-102

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

NBA Game Result Prediction Using Feature Analysis and Machine Learning pp. 103-116

Fadi Thabtah, Li Zhang and Neda Abdelhamid

Bayesian Inference for Rayleigh Distribution Under Step-Stress Partially Accelerated Test with Progressive Type-II Censoring with Binomial Removal pp. 117-152

Manoj Kumar, Anurag Pathak and Sukriti Soni

Order Statistics from the Power Lindley Distribution and Associated Inference with Application pp. 153-177

Devendra Kumar and Anju Goyal

Applicability of Machine Learning in the Measurement of Emotional Intelligence pp. 179-187

Manish Sharma, Shikha N. Khera and Pritam B. Sharma

Volume 5, issue 4, 2018

Collective Anomaly Detection Techniques for Network Traffic Analysis pp. 497-512

Mohiuddin Ahmed

Assessing Survival Time of Women with Cervical Cancer Using Various Parametric Frailty Models: A Case Study at Tikur Anbessa Specialized Hospital, Addis Ababa, Ethiopia pp. 513-527

Selamawit Endale Gurmu

Forecasting the Volatility of Ethiopian Birr/Euro Exchange Rate Using Garch-Type Models pp. 529-547

Desa Daba Fufa and Belianeh Legesse Zeleke

Fractal Dimension Calculation for Big Data Using Box Locality Index pp. 549-563

Rong Liu, Robert Rallo and Yoram Cohen

Transmuted Kumaraswamy Quasi Lindley Distribution with Applications pp. 565-581

M. Elgarhy, I. Elbatal, Muhammad Ahsan ul Haq and Amal S. Hassan

Exponentiated Power Lindley Logarithmic: Model, Properties and Applications pp. 583-613

A. Shabani, M. Khaleghi Moghadam, A. Gholami and E. Moradi

Artificial Neural Network Classification of High Dimensional Data with Novel Optimization Approach of Dimension Reduction pp. 615-635

Rabia Aziz, C. K. Verma and Namita Srivastava

On Optimal Progressive Censoring Schemes for Normal Distribution pp. 637-658

U. H. Salemi, S. Rezaei, Y. Si and S. Nadarajah

Joint Modeling of Longitudinal CD4 Count and Time-to-Death of HIV/TB Co-infected Patients: A Case of Jimma University Specialized Hospital pp. 659-678

Aboma Temesgen, Abdisa Gurmesa and Yehenew Getchew

Statistical Inference and Optimum Life Testing Plans Under Type-II Hybrid Censoring Scheme pp. 679-708

Tanmay Sen, Yogesh Mani Tripathi and Ritwik Bhattacharya

Volume 5, issue 3, 2018

Operational Loss Data Collection: A Literature Review pp. 313-337

Lu Wei, Jianping Li and Xiaoqian Zhu

A New Approach for Improving Classification Accuracy in Predictive Discriminant Analysis pp. 339-357

A. Iduseri and J. E. Osemwenkhae

Classifying Categories of SCADA Attacks in a Big Data Framework pp. 359-386

Krishna Madhuri Paramkusem and Ramazan S. Aygun

On Some Further Properties and Application of Weibull-R Family of Distributions pp. 387-399

Indranil Ghosh and Saralees Nadarajah

A Family of Generalised Beta Distributions: Properties and Applications pp. 401-420

Emilio Gómez-Déniz and José María Sarabia

A New Family of Generalized Distributions Based on Alpha Power Transformation with Application to Cancer Data pp. 421-436

M. Nassar, A. Alzaatreh, O. Abo-Kasem, M. Mead and M. Mansoor

Region Based Instance Document (RID) Approach Using Compression Features for Authorship Attribution pp. 437-451

N. V. Ganapathi Raju and Someswara Rao Chinta

Development of Optimal ANN Model to Estimate the Thermal Performance of Roughened Solar Air Heater Using Two different Learning Algorithms pp. 453-467

Harish Kumar Ghritlahre and Radha Krishna Prasad

$$\ell _1$$ ℓ 1 -Norm Based Central Point Analysis for Asymmetric Radial Data pp. 469-486

Qi An, Shu-Cherng Fang, Tiantian Nie and Shan Jiang

Enhancing Situation Awareness Using Semantic Web Technologies and Complex Event Processing pp. 487-496

Havva Alizadeh Noughabi, Mohsen Kahani and Alireza Shakibamanesh

Volume 5, issue 2, 2018

Modelling Under-Five Mortality among Hospitalized Pneumonia Patients in Hawassa City, Ethiopia: A Cross-Classified Multilevel Analysis pp. 111-132

Tariku Tessema

Big Data and Causality pp. 133-156

Hossein Hassani, Xu Huang and Mansi Ghodsi

Face Recognition and Human Tracking Using GMM, HOG and SVM in Surveillance Videos pp. 157-179

Harihara Santosh Dadi, Gopala Krishna Mohan Pillutla and Madhavi Latha Makkena

Parallel String Matching with Linear Array, Butterfly and Divide and Conquer Models pp. 181-207

S. Viswanadha Raju, K. K. V. V. S. Reddy and Chinta Someswara Rao

On a Weibull-Inverse Exponential Distribution pp. 209-234

Chandrakant, M. K. Rastogi and Y. M. Tripathi

Evaluation and Comparison of Estimators in the Gompertz Distribution pp. 235-258

Sanku Dey, Tanmay Kayal and Yogesh Mani Tripathi

Equalization and Carrier Frequency Offset Compensation for Underwater Acoustic OFDM Systems pp. 259-272

K. Ramadan, M. I. Dessouky, S. Elagooz, M. Elkordy and F. E. Abd El-Samie

Exponentiated Generalized Kumaraswamy Distribution with Applications pp. 273-292

M. Elgarhy, Muhammad Ahsan ul Haq and Qurat Ain

Cardiopulmonary Function Monitoring Based on MEWMA Control Chart pp. 293-299

Hongxia Zhang, Liu Liu, Jin Yue and Xin Lai

Analysis of Prevalence of Malaria and Anemia Using Bivariate Probit Model pp. 301-312

Senayit Seyoum

Volume 5, issue 1, 2018

Build a Tourism-Specific Sentiment Lexicon Via Word2vec pp. 1-7

Wei Li, Luyao Zhu, Kun Guo, Yong Shi and Yuanchun Zheng

A Novel Multiview Topic Model to Compute Correlation of Heterogeneous Data pp. 9-19

Jinsheng Shen and Mingmin Chi

The Improved EWMA Chart for Heteroscedasticity Process pp. 21-27

Dan Zhou, Liu Liu and Xin Lai

GPS Trajectory Clustering and Visualization Analysis pp. 29-42

Li Cai, Sijin Li, Shipu Wang and Yu Liang

Research and Application of GPS Trajectory Data Visualization pp. 43-57

Li Cai, Yifan Zhou, Yu Liang and Jing He

User Data Can Tell Defaulters in P2P Lending pp. 59-67

Jackson J. Mi, Tianxiao Hu and Luke Deer

Reliability Estimation in Load-Sharing System Model with Application to Real Data pp. 69-91

Pramendra Singh Pundir and Puneet Kumar Gupta

Ranking of Classification Algorithms in Terms of Mean–Standard Deviation Using A-TOPSIS pp. 93-110

André G. C. Pacheco and Renato A. Krohling