Vol. 2 No. special issue for ICSA2025 (2025)

Original Articles

• Chaotic Time Series Forecasting by using Echo State Network and Autoregressive Model

  Shahla Tahseen Hasan, Osamah Basheer Shukur (Author)

  1-11

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• Using Echo State Network based on Ridge Regression for Time Series Forecasting

  Raed Arif Snaan, Osamah Basheer Shukur (Author)

  12-22

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• Classification and Diagnosis of Renal Failure Disease Using Machines Learning

  Ammar Ahmed Ali, Omar Q. Alshebly, Rizgar Maghdid Ahmed (Author)

  23-31

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• Comparative Analysis of Spline and Exponential Spline Filters for Gaussian Noise Reduction in Satellite Images: Introducing a Novel Nonlinear Filtering Approach

  Mohammed Abdul Wadood Mohammed, Assma Ghalib Jaber (Author)

  32-42

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• Enhancing Satellite Imagery: A Novel Approach to Gaussian Noise Reduction Using Convolutional Neural Networks and Nonlinear Filtering Techniques

  Mohammed Abdul Wadood Mohammed, Assma Ghalib Jaber (Author)

  43-51

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• Variable Selection in Weibull Accelerated Survival Model Based on lemur’s optimization algorithm

  Ahmed Naziyah Abdullah, Qutaiba Nabil Nayef AL-Qazaz (Author)

  52-69

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• Proposing a Quantitative CNNs Model for Multivariate Prediction

  Bashar Khalid Ali, Adel Abbood Najm, Mahdi Wahab Nea'ama (Author)

  70-82

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• Employing Artificial Intelligence Algorithms to Predict the Financial Indicators of APPLE and NFLX Stocks

  Mahmood jawad Abu Alshaeer, Waleed Abdullah Araheemah, Nazar Mustafa al-Sarraf (Author)

  83-88

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• Using Some Mixture Probability Distributions in Predicting the Amounts of Pollution by Gas Emission in Basrah Governorate

  Bahaa Abdul Razaq Qaseem, Ahmed Husham Mohammed, Montadher Jumaa Mahdi (Author)

  89-98

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• The Random Forest Algorithm and Logistic Regression for Classification with Application

  Afiaa Raheem khudhair, Nadia Ali Ayyed (Author)

  99-104

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• Bayesian Estimation of Spherical Distribution Parameters under   DeGroot Loss Function

  Awad Kadim al-Khalidy, Mariam mahdi anad, Marwa haider ghazi (Author)

  105-113

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• Estimation of the Parameters of the Binary Logistic Regression Model Using the Bootstrap Method and the Employment of the Genetic Algorithm for Epilepsy Patients

  Asmaa Ghalib Jaber, Fahad Hussein Enad, Zainab Nihad Mohammed (Author)

  114-125

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• Climatic Time Series Forecasting by using the Hybrid TF-SMO Model

  Najlaa Khalid Ahmed , Sabah Manfi Redha (Author)

  126-136

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• Using the Group Lasso Method to Identify the Most Important Factors Affecting Desertification in Al-Qadisiyah Governorate

  Saif Hosam Raheem, Enas abid alhafidh mohamed, Jassim Nassir Hussain (Author)

  137-143

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• Examining of Air Pollutant Concentrations in Baghdad: A Semiparametric Approach Using Robust Estimation Techniques

  Qutaiba N. Nayef AL-Qazaz, Ahmed Razzaq Abed (Author)

  144-157

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• Using the Spatial Autoregressive Model to Study the Effect of Some Variables on the Mean

  Jinan Abdullah Anber, Ghiath Hameed Majeed, Mohammed Qadoury Abed, Wadhah S. Ibrahim (Author)

  158-163

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• Estimating Reliability Functions of a Weighted Pareto-Poisson Distribution with the Application

  Inam Abdul Rahman Noaman, Duha Kareem Mahmood (Author)

  164-180

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• Modelling the Fractional Diffusion Equation for a Truncated Levy Process with Financial Applications

  Muhannad F. AL- Saadony, Nasir A. Naser (Author)

  181-185

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• Weighting Data using the Robust Transformation Matrix to Eliminate the Effect of Outliers in a Robust Discriminant Analysis Model

  Khalid Hyal Hussain , Fahad Hussein Enad (Author)

  186-196

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• Nonparametric Estimation for Nonstationary Time Series Models

  Mayson Abid Husseen, Munaf Yousif Hmood (Author)

  197-205

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• Predicting the Factors Influencing Inflation in Iraq from (2016 – 2026)

  Fatimah Abdul – Hammeed jawad AL-Bermani (Author)

  206-213

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• Bayesian Technique to Perform the Prediction Process for a Multivariate Mixed Compact Regression Model

  Sarmad Abdulkhaleq Salih , Omar Ramzi Jassim , Emad Hazim Aboudi , Qutaiba N. Nayef AL-Qazaz (Author)

  214-224

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• The Modified Burr-III Distribution Properties, Estimation, Simulation, with Application on Real Data

  Nooruldeen A. Noori, Mundher Abdullah khaleel, Dalya Dh. Ahmed (Author)

  225-246

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• Generalized Ridge Estimator for Conway-Maxwell Poisson Regression Model

  Sura Mohammed Jamal Alden Hussein, Zakariya Yahya Algamal (Author)

  247-256

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• A Survival Function of Proposed Versions of Three-Parameter Lindley Distribution (ThLD)

  Aqeel Oudah Al-Badry, Mohammed H. AL-Sharoot (Author)

  257-270

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• Comparison of Simple Linear Regression and Binary Logistic Linear Regression for Digital Image Segmentation

  Alaa Mohammed Ali Mustafa, Aseel Muslim Iesa , Zainab Falih Hamza , Kareem Khalaf Aazer (Author)

  271-276

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• Using Lasso Procedure for Variables Selection of Autoregressive Model for High Dimensional Time Series of Caenorhabditis Elegans Motion

  Mohammed Khames Rasheed, Osamah Basheer Shukur (Author)

  277-284

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• Exploring Generalized Goel-Okumoto Process Parameters Estimation Strategies with Application

  Najat Ahmed Taha, Muthanna Subhi Sulaiman (Author)

  285-292

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• Seasonal ARIMA Model for Forecasting Microsoft's Revenues

  Haifa Taha Abd, Aseel Abdulrazzak Rasheed, Nazik J. Sadik (Author)

  293-300

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• Safe Bayesian Quantile Regression

  med Sadeq Shniat , Ahmad Naeem Flaih (Author)

  301-311

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• Comparing Ratio-Type Estimators using Auxiliary Information in Simple Random Sampling

  Saja Mohammad Hussein, Batool Amer (Author)

  312-317

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• Comparison of Weighted Estimation Methods for the Varying Coefficient Quantile Regression Model in the Case of Longitudinal Data

  Ali Mohammed Farhan, Mohammed Sadiq Abdul Razzaq (Author)

  318-330

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• Semi-Parametric Fuzzy Quantile Regression Model EstimationBased on Proposed Metric via Jensen–Shannon Distance

  Elaf Baha Alwan, Omar Abdulmohsin Ali (Author)

  331-336

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• Estimating General Linear Regression Model of Big Data by Using Multiple Test Technique

  Ahmed Mahdi Salih, Munaf Yousif Hmood (Author)

  337-343

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• Comparison of Some Methods for Estimating the Parameters of the type – II Generalized Log Logistic Distribution using Simulation

  Ahmed Dheyab Ahmed, Yassin Taha Yassin, Baydaa Ismael Abdulwahhab, Ebtisam Karim Abdullah (Author)

  344-350

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• Comparison of the Quasi maximum likelihood and transformation methods in estimating the spatial autoregressive model for panel data using simulation

  Ahmed Karim Awdah , Ahmed Abd Ali Akar (Author)

  351-357

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• Comparison of the LEO Estimator Method and the Two-Parameter LEO Method in Estimating the Parameters of the Conway–Maxwell–Poisson Regression Model in the Presence of the Multicollinearity Problem

  Nour Alaa Aldin Abdul moneim, Suhail Najim Abood (Author)

  358-365

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• Estimation of Power Function Distribution Parameters Using a Simulation Approach for Bivariate Type II Censored Data via Bayesian Method

  Noor Al-Safi Kazem Abdul, Baydaa Ismeal Abdul Wahhab (Author)

  366-374

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