Statistics, Optimization & Information Computing

Statistics, Optimization and Information Computing (SOIC) is an international refereed journal dedicated to the latest advancement of statistics, optimization and applications in information sciences.  Topics of interest are (but not limited to): 

Statistical theory and applications

  • Statistical computing, Simulation and Monte Carlo methods, Bootstrap, Resampling methods, Spatial Statistics, Survival Analysis, Nonparametric and semiparametric methods, Asymptotics, Bayesian inference and Bayesian optimization
  • Stochastic processes, Probability, Statistics and applications
  • Statistical methods and modeling in life sciences including biomedical sciences, environmental sciences and agriculture
  • Decision Theory, Time series analysis,  High-dimensional  multivariate integrals, statistical analysis in market, business, finance, insurance, economic and social science, etc

 Optimization methods and applications

  • Linear and nonlinear optimization
  • Stochastic optimization, Statistical optimization and Markov-chain etc.
  • Game theory, Network optimization and combinatorial optimization
  • Variational analysis, Convex optimization and nonsmooth optimization
  • Global optimization and semidefinite programming 
  • Complementarity problems and variational inequalities
  • Optimal control: theory and applications
  • Operations research, Optimization and applications in management science and engineering

Information computing and machine intelligence

  • Machine learning, Statistical learning, Deep learning
  • Artificial intelligence, Intelligence computation, Intelligent control and optimization
  • Data mining, Data analysis, Cluster computing, Classification
  • Pattern recognition, Computer vision
  • Compressive sensing and sparse reconstruction
  • Signal and image processing, Medical imaging and analysis, Inverse problem and imaging sciences
  • Genetic algorithm, Natural language processing, Expert systems, Robotics, Information retrieval and computing
  • Numerical analysis and algorithms with applications in computer science and engineering

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Announcements

 

SOIC has been indexed in Scopus(Elsevier), Crossref, Mathematical Reviews, MathSciNet, ...

 

SOIC has been indexed in Scopus(Elsevier),Crossref,Google Scholar,Mathematical Reviews, MathSciNet, JournalTOCs,  ...

 

 
Posted: 2014-11-16 More...
 

ISSN 2310-5070 (online) ISSN 2311-004X (print)

 

SOIC publication has been recorded permanently in the ISSN Register as follows:

ISSN 2310-5070 (online) ISSN 2311-004X (print)

Key title: Statistics, optimization & information computing
Abbreviated key title: Stat., optim. inf. comput.

 
Posted: 2013-11-21 More...
 
More Announcements...

Vol 7, No 4 (2019)

Table of Contents

Research Articles

Comparative Study of LASSO, Ridge Regression, Preliminary Test and Stein-type Estimators for the Sparse Gaussian Regression Model PDF
A K Md E Saleh, B M Golam Kibria, Florence Geroge 626-641
Evaluating the Goodness of the Sample Coefficient of Variation via Discrete Uniform Distribution PDF
Ioanna Papatsouma, Rahim Mahmoudvand, Nikolaos Farmakis 642-652
Analytical Solution for a Periodic Boundary Random-Value Problem via Stochastic Fixed Points with PPF Dependence Technique PDF
Hasanen A. Hammad, Rashwan. A Rashwan 653-668
Regularized Jacobi Wavelets Kernel for Support Vector Machines PDF
Abbassa Nadira, Amir Abdessamad, Bahri Sidi Mohamed 669-685
Cauchy Formula for Affine SDE with Skorohod Integral PDF
Alexander Vadimovich Ilchenko 686-694
Minimax Estimation of Solutions of the First Order Linear Hyperbolic Systems with Uncertain Data PDF
Olena A. Kapustian, Oleksandr G. Nakonechnyi, Yurii K. Podlipenko 695-708
Nested Performance Profiles for Benchmarking Software PDF
Rasoul Hekmati, Hanieh Mirhajianmoghadam 709-715
A Re-Evaluation of the Run Rules Control Charts for Monitoring the Coefficient of Variation PDF
Khai Wah Khaw, XinYing Chew 716-730
Exponential Stability of a Transmission Problem with History and Delay PDF
Noureddine Bahri, Beniani Abderrahmane 731-747
A Geometrical Approach of the Levinson Algorithm for Block Toeplitz Matrices PDF
José Gregorio Marcano, M.D. Morán 748-758
Asymptotic and Non-asymptotic Estimates for Multivariate Laplace PDF
Maria Rosaria Formica, Eugeny Ostrovsky, Leonid Sirota 759-778
A New Generalized Family of Lifetime Distributions Motivated by Parallel and Series Structures PDF
Mehdi Goldoust, Adel Mohammadpour, Morad Alizadeh, Gholamhosein Hamedani 779-801
Optimal Design of Transmission Shafts: a Continuous Genetic Algorithm Approach PDF
Miguel Angel Rodriguez Cabal, Luis Fernando Grisales Noreña, Juan Gonzalo Ardila Marín, Oscar Danilo Montoya Giraldo 802-815
Alternative Robust Variable Selection Procedures in Multiple Regression PDF
Shokrya Saleh, Ali Abuzaid 816-825
Development of Oil Production Forecasting Method based on Deep Learning PDF
Fargana Abdullayeva, Yadigar Imamverdiyev 826-839
Computer Vision Systems for Content-based Image Classification PDF
Malay S. Bhatt, Tejas Patalia 840-853
On Optimal Coordinated Search Technique to Find a Randomly Located Target PDF
Ajab A Alfreedi, Mohamed Abd Allah El-Hadidy 854-863
Community Detection in Social Networks Using Consensus Clustering PDF
Masoumeh Kheirkhahzadeh, Morteza Analoui 864-884