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Annals of Data Science

2016 - 2019

Current editor(s): Yong Shi

From Springer
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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 Downloads
Abdul Majeed
Alpha-Power Transformed Lindley Distribution: Properties and Associated Inference with Application to Earthquake Data pp. 623-650 Downloads
Sanku Dey, Indranil Ghosh and Devendra Kumar
On Exponential Negative-Binomial-X Family of Distributions pp. 651-672 Downloads
Zawar Hussain, Muhammad Aslam and Zahid Asghar
Estimation and Prediction for Gompertz Distribution Under the Generalized Progressive Hybrid Censored Data pp. 673-705 Downloads
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 Downloads
Devendra Kumar and Anju Goyal
On Regularisation Methods for Analysis of High Dimensional Data pp. 737-763 Downloads
Tanin Sirimongkolkasem and Reza Drikvandi
Odd Hyperbolic Cosine Exponential-Exponential (OHC-EE) Distribution pp. 765-785 Downloads
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 Downloads
Wondesen Teshome Bekele and Fekadu Gelaw Mersha
Reliability Models Using the Composite Generalizers of Weibull Distribution pp. 807-829 Downloads
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 Downloads
Farhad Yousaf, Sajid Ali and Ismail Shah

Volume 6, issue 3, 2019

On the Beta-G Poisson Family pp. 361-389 Downloads
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 Downloads
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 Downloads
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 Downloads
Devendra Kumar and Manoj Kumar
Exponentiated Generalized Power Series Family of Distributions pp. 463-489 Downloads
Suleman Nasiru, Peter N. Mwita and Oscar Ngesa
Treatment Effect Decomposition and Bootstrap Hypothesis Testing in Observational Studies pp. 491-511 Downloads
Hee Youn Kwon, Jason J. Sauppe and Sheldon H. Jacobson
Histopathological Breast-Image Classification Using Concatenated R–G–B Histogram Information pp. 513-529 Downloads
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 Downloads
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 Downloads
Bilal Ahmad Para and Tariq Rashid Jan
The Generalized Burr XII Power Series Distributions with Properties and Applications pp. 571-597 Downloads
Ibrahim Elbatal, Emrah Altun, Ahmed Z. Afify and Gamze Ozel

Volume 6, issue 2, 2019

Power Lindley-G Family of Distributions pp. 189-210 Downloads
Amal S. Hassan and Said G. Nassr
The Hyperbolic Sine Rayleigh Distribution with Application to Bladder Cancer Susceptibility pp. 211-222 Downloads
Zubair Ahmad
A Modified Cancelable Biometrics Scheme Using Random Projection pp. 223-236 Downloads
Randa F. Soliman, Mohamed Amin and Fathi E. Abd El-Samie
An Alternative Conjugate Prior Distribution for Positive Parameters pp. 237-243 Downloads
Marcelo Bourguignon
Type II Half Logistic Exponential Distribution with Applications pp. 245-257 Downloads
M. Elgarhy, Muhammad Ahsan Haq and Ismat Perveen
On the Inverse Power Lomax Distribution pp. 259-278 Downloads
Amal S. Hassan and Marwa Abd-Allah
Mining and Classifying Images from an Advertisement Image Remover pp. 279-303 Downloads
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 Downloads
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 Downloads
M. S. Eliwa, M. El-Morshedy and Mohamed Ibrahim
A Note on Modeling the Maxima of Lagos Rainfall pp. 341-359 Downloads
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 Downloads
El-Sayed A. El-Sherpieny and Mamhoud M. Elsehetry
Some Remarks on Odd Burr III Weibull Distribution pp. 21-38 Downloads
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 Downloads
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 Downloads
Totan Garai, Dipankar Chakraborty and Tapan Kumar Roy
Cubic Transmuted Weibull Distribution: Properties and Applications pp. 83-102 Downloads
Md. Mahabubur Rahman, Bander Al-Zahrani and Muhammad Qaiser Shahbaz
NBA Game Result Prediction Using Feature Analysis and Machine Learning pp. 103-116 Downloads
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 Downloads
Manoj Kumar, Anurag Pathak and Sukriti Soni
Order Statistics from the Power Lindley Distribution and Associated Inference with Application pp. 153-177 Downloads
Devendra Kumar and Anju Goyal
Applicability of Machine Learning in the Measurement of Emotional Intelligence pp. 179-187 Downloads
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 Downloads
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 Downloads
Selamawit Endale Gurmu
Forecasting the Volatility of Ethiopian Birr/Euro Exchange Rate Using Garch-Type Models pp. 529-547 Downloads
Desa Daba Fufa and Belianeh Legesse Zeleke
Fractal Dimension Calculation for Big Data Using Box Locality Index pp. 549-563 Downloads
Rong Liu, Robert Rallo and Yoram Cohen
Transmuted Kumaraswamy Quasi Lindley Distribution with Applications pp. 565-581 Downloads
M. Elgarhy, I. Elbatal, Muhammad Ahsan ul Haq and Amal S. Hassan
Exponentiated Power Lindley Logarithmic: Model, Properties and Applications pp. 583-613 Downloads
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 Downloads
Rabia Aziz, C. K. Verma and Namita Srivastava
On Optimal Progressive Censoring Schemes for Normal Distribution pp. 637-658 Downloads
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 Downloads
Aboma Temesgen, Abdisa Gurmesa and Yehenew Getchew
Statistical Inference and Optimum Life Testing Plans Under Type-II Hybrid Censoring Scheme pp. 679-708 Downloads
Tanmay Sen, Yogesh Mani Tripathi and Ritwik Bhattacharya

Volume 5, issue 3, 2018

Operational Loss Data Collection: A Literature Review pp. 313-337 Downloads
Lu Wei, Jianping Li and Xiaoqian Zhu
A New Approach for Improving Classification Accuracy in Predictive Discriminant Analysis pp. 339-357 Downloads
A. Iduseri and J. E. Osemwenkhae
Classifying Categories of SCADA Attacks in a Big Data Framework pp. 359-386 Downloads
Krishna Madhuri Paramkusem and Ramazan S. Aygun
On Some Further Properties and Application of Weibull-R Family of Distributions pp. 387-399 Downloads
Indranil Ghosh and Saralees Nadarajah
A Family of Generalised Beta Distributions: Properties and Applications pp. 401-420 Downloads
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 Downloads
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 Downloads
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 Downloads
Harish Kumar Ghritlahre and Radha Krishna Prasad
$$\ell _1$$ ℓ 1 -Norm Based Central Point Analysis for Asymmetric Radial Data pp. 469-486 Downloads
Qi An, Shu-Cherng Fang, Tiantian Nie and Shan Jiang
Enhancing Situation Awareness Using Semantic Web Technologies and Complex Event Processing pp. 487-496 Downloads
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 Downloads
Tariku Tessema
Big Data and Causality pp. 133-156 Downloads
Hossein Hassani, Xu Huang and Mansi Ghodsi
Face Recognition and Human Tracking Using GMM, HOG and SVM in Surveillance Videos pp. 157-179 Downloads
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 Downloads
S. Viswanadha Raju, K. K. V. V. S. Reddy and Chinta Someswara Rao
On a Weibull-Inverse Exponential Distribution pp. 209-234 Downloads
Chandrakant, M. K. Rastogi and Y. M. Tripathi
Evaluation and Comparison of Estimators in the Gompertz Distribution pp. 235-258 Downloads
Sanku Dey, Tanmay Kayal and Yogesh Mani Tripathi
Equalization and Carrier Frequency Offset Compensation for Underwater Acoustic OFDM Systems pp. 259-272 Downloads
K. Ramadan, M. I. Dessouky, S. Elagooz, M. Elkordy and F. E. Abd El-Samie
Exponentiated Generalized Kumaraswamy Distribution with Applications pp. 273-292 Downloads
M. Elgarhy, Muhammad Ahsan ul Haq and Qurat Ain
Cardiopulmonary Function Monitoring Based on MEWMA Control Chart pp. 293-299 Downloads
Hongxia Zhang, Liu Liu, Jin Yue and Xin Lai
Analysis of Prevalence of Malaria and Anemia Using Bivariate Probit Model pp. 301-312 Downloads
Senayit Seyoum

Volume 5, issue 1, 2018

Build a Tourism-Specific Sentiment Lexicon Via Word2vec pp. 1-7 Downloads
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 Downloads
Jinsheng Shen and Mingmin Chi
The Improved EWMA Chart for Heteroscedasticity Process pp. 21-27 Downloads
Dan Zhou, Liu Liu and Xin Lai
GPS Trajectory Clustering and Visualization Analysis pp. 29-42 Downloads
Li Cai, Sijin Li, Shipu Wang and Yu Liang
Research and Application of GPS Trajectory Data Visualization pp. 43-57 Downloads
Li Cai, Yifan Zhou, Yu Liang and Jing He
User Data Can Tell Defaulters in P2P Lending pp. 59-67 Downloads
Jackson J. Mi, Tianxiao Hu and Luke Deer
Reliability Estimation in Load-Sharing System Model with Application to Real Data pp. 69-91 Downloads
Pramendra Singh Pundir and Puneet Kumar Gupta
Ranking of Classification Algorithms in Terms of Mean–Standard Deviation Using A-TOPSIS pp. 93-110 Downloads
André G. C. Pacheco and Renato A. Krohling
Page updated 2019-11-12